Longitudinal Invariance

On this page, longitudinal invariance is discussed in more detail.

#|cache=T
#|autodept=T
#|cache.comments=T

knitr::opts_chunk$set(
  autodep = TRUE, cache=TRUE, 
  out.width = "100%",
  fig.width = 10, fig.asp = 0.625,
  tidy = 'formatR'
)
# load packages
source("code/load_packages.R")
source("code/load_utility_functions.R")
set.seed(12345)  # for replicability

Data

# |include=F

# Setup of Analysis
datw1 <- readr::read_csv("data/UBC_Data_Wave1_Clean.csv")
Rows: 4058 Columns: 86
── Column specification ────────────────────────────────────────────────────────
Delimiter: ","
chr (17): HSP ID, help, Gender_Other, Culture, Culture_Other, First_Lanuage,...
dbl (69): Gender, Age, Year_School, CG1, CG2, CG3, CI1, CI2, CI3, SS1, SS2, ...

ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
datw1$wave = 1
datw2 <- readr::read_csv("data/UBC_Data_Wave2_Clean.csv")
Rows: 4415 Columns: 117
── Column specification ────────────────────────────────────────────────────────
Delimiter: ","
chr (32): HSP ID, help, Gender_Other, Culture, Culture_Other, First_Lanuage,...
dbl (85): duration, Gender, Age, Year_School, CG1, CG2, CG3, CI1, CI2, CI3, ...

ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
datw2$wave = 2
mydata <- full_join(datw1, datw2)
Joining, by = c("HSP ID", "help", "Gender", "Gender_Other", "Age", "Culture",
"Culture_Other", "First_Lanuage", "First_Lanuage_O", "First_Lanuage_2",
"English_Years", "English_Fluent", "Nationality", "Years_Canada",
"Old_Move_Canada", "Religion", "Religion_Other", "Handedness", "Political",
"Year_School", "CG1", "CG2", "CG3", "CI1", "CI2", "CI3", "SS1", "SS2", "SS3",
"SO1", "SO2", "SO3", "DM1", "DM2", "DM3", "DP1", "DP2", "DP3", "DG1", "DG2",
"DG3", "HSP ID_decline", "help_decline", "Gender_decline",
"Gender_Other_decline", "Age_decline", "Culture_decline",
"Culture_Other_decline", "First_Lanuage_decline", "First_Lanuage_O_decline",
"First_Lanuage_2_decline", "English_Years_decline", "English_Fluent_decline",
"Nationality_decline", "Years_Canada_decline", "Old_Move_Canada_decline",
"Religion_decline", "Religion_Other_decline", "Handedness_decline",
"Political_decline", "Year_School_decline", "CG1_decline", "CG2_decline",
"CG3_decline", "CI1_decline", "CI2_decline", "CI3_decline", "SS1_decline",
"SS2_decline", "SS3_decline", "SO1_decline", "SO2_decline", "SO3_decline",
"DM1_decline", "DM2_decline", "DM3_decline", "DP1_decline", "DP2_decline",
"DP3_decline", "DG1_decline", "DG2_decline", "DG3_decline",
"item_decline_total", "Age_Group", "keep_case", "wave")
ITEMS <- c(paste0("CG", 1:3), paste0("CI", 1:3), paste0("SS", 1:3), paste0("SO",
    1:3), paste0("DM", 1:3), paste0("DP", 1:3), paste0("DG", 1:3))

temp <- mydata %>%
    dplyr::select(all_of(c("HSP ID", "wave", "Gender", "Age", "Year_School", ITEMS))) %>%
    group_by(`HSP ID`) %>%
    mutate(person_response_total = n()) %>%
    arrange(desc(person_response_total), `HSP ID`)
# View(temp) for test-retest reliability analysis remove HSP ID# 10310726 - age
# 19 - error in entry of ID number 19860731 - age 22 - '' 32040619 - wave 1 &
# age 19- '' 38851108 - two wave one data only 39550606 - ''
n.prev = nrow(mydata)
temp.mydata <- mydata %>%
    dplyr::select(all_of(c("HSP ID", "wave", "Gender", "Age", "Year_School", ITEMS))) %>%
    # remove specific rows with known issues
filter(!(`HSP ID` == 10310726 & Age == 19), !(`HSP ID` == 19860731 & Age == 22),
    !(`HSP ID` == 32040619 & Age == 19 & wave == 1), !(`HSP ID` == 38851108), !(`HSP ID` ==
        39550606))
nrow(temp.mydata) - n.prev
[1] -7
# Lost 7 responses

# Next, check the counts for missing at each wave
temp.mydata$n_miss_items <- rowSums(is.na(temp.mydata[, ITEMS]))
# overall
table(temp.mydata$n_miss_items)

   0    1    2    3    4    5    6    7    8    9   10   11   12   13   14   15 
7943  177   57   21   21   13   12    4    6   12    3    7    4    8    7    8 
  16   17   18   19   20   21 
   6    5    5    2   14  131 
# by wave with complete missing at top (n_miss_items = 21)
temp.mydata %>%
    group_by(wave) %>%
    count(n_miss_items) %>%
    pivot_wider(id_cols = "n_miss_items", names_from = "wave", names_prefix = "Count Wave ",
        values_from = "n", values_fill = 0) %>%
    arrange(desc(n_miss_items)) %>%
    kable(format = "html") %>%
    kable_styling(full_width = T)
n_miss_items Count Wave 1 Count Wave 2
21 80 51
20 8 6
19 1 1
18 3 2
17 4 1
16 4 2
15 5 3
14 3 4
13 6 2
12 3 1
11 1 6
10 1 2
9 2 10
8 4 2
7 1 3
6 6 6
5 11 2
4 12 9
3 8 13
2 29 28
1 114 63
0 3745 4198
# Exclude individuals with missing at either wave
n.prev = nrow(temp.mydata)
temp.mydata <- temp.mydata %>%
    filter(n_miss_items == 0)
nrow(temp.mydata) - n.prev
[1] -523
# lost 523 cases

# make sure to exclude each wave for those cases
n.prev = nrow(temp.mydata)
temp.mydata <- temp.mydata %>%
    group_by(`HSP ID`) %>%
    mutate(respond_both_waves = ifelse(n() == 2, 1, 0)) %>%
    filter(respond_both_waves == 1)

nrow(temp.mydata) - n.prev
[1] -5473
# lost 5473

# Lastly, create two dataframe for use in the analyses (1) long format with
# 'Wave indicator variable' for multi-group
analysis.dat <- temp.mydata %>%
    dplyr::select(all_of(c("HSP ID", "wave", "Gender", "Age", "Year_School", ITEMS)))
# (2) wide format for longitudinal IFA models
analysis.dat.wide <- analysis.dat %>%
    pivot_wider(id_cols = "HSP ID", names_from = "wave", values_from = all_of(ITEMS))

Data Summary

# data summary stats
ss <- psych::describeBy(analysis.dat[, ITEMS], group = analysis.dat$wave, mat = T)
ss %>%
    mutate(item = substr(rownames(ss), 1, 3), Wave = group1) %>%
    dplyr::select(all_of(c("Wave", "item", colnames(ss)[4:14]))) %>%
    kable(format = "html", digits = 3, row.names = F) %>%
    kable_styling(full_width = T) %>%
    scroll_box(width = "100%", height = "500px")
Wave item n mean sd median trimmed mad min max range skew kurtosis
1 CG1 1235 3.781 1.626 4 3.790 1.483 1 7 6 -0.037 -0.869
2 CG1 1235 3.668 1.641 4 3.665 1.483 1 7 6 0.045 -1.025
1 CG2 1235 3.815 1.580 4 3.813 1.483 1 7 6 -0.037 -0.844
2 CG2 1235 3.657 1.602 4 3.651 1.483 1 7 6 0.037 -0.919
1 CG3 1235 4.466 1.451 5 4.548 1.483 1 7 6 -0.458 -0.387
2 CG3 1235 4.334 1.530 5 4.405 1.483 1 7 6 -0.423 -0.568
1 CI1 1235 4.075 1.610 4 4.119 1.483 1 7 6 -0.210 -0.833
2 CI1 1235 3.974 1.621 4 4.005 1.483 1 7 6 -0.136 -0.905
1 CI2 1235 4.850 1.289 5 4.960 1.483 1 7 6 -0.740 0.279
2 CI2 1235 4.816 1.296 5 4.950 1.483 1 7 6 -0.863 0.531
1 CI3 1235 4.609 1.476 5 4.678 1.483 1 7 6 -0.409 -0.432
2 CI3 1235 4.522 1.499 5 4.610 1.483 1 7 6 -0.480 -0.396
1 SS1 1235 4.321 1.499 4 4.383 1.483 1 7 6 -0.315 -0.577
2 SS1 1235 4.118 1.538 4 4.150 1.483 1 7 6 -0.168 -0.785
1 SS2 1235 4.852 1.524 5 4.964 1.483 1 7 6 -0.616 -0.218
2 SS2 1235 4.709 1.478 5 4.786 1.483 1 7 6 -0.496 -0.287
1 SS3 1235 4.114 1.561 4 4.128 1.483 1 7 6 -0.104 -0.794
2 SS3 1235 3.947 1.551 4 3.939 1.483 1 7 6 0.004 -0.772
1 SO1 1235 4.649 1.358 5 4.756 1.483 1 7 6 -0.564 -0.085
2 SO1 1235 4.604 1.386 5 4.703 1.483 1 7 6 -0.480 -0.288
1 SO2 1235 3.973 1.497 4 3.999 1.483 1 7 6 -0.147 -0.736
2 SO2 1235 3.908 1.552 4 3.932 1.483 1 7 6 -0.112 -0.860
1 SO3 1235 3.830 1.454 4 3.844 1.483 1 7 6 -0.136 -0.709
2 SO3 1235 3.747 1.507 4 3.750 1.483 1 7 6 -0.049 -0.827
1 DM1 1235 3.803 1.476 4 3.806 1.483 1 7 6 -0.100 -0.570
2 DM1 1235 3.639 1.539 4 3.635 1.483 1 7 6 0.011 -0.697
1 DM2 1235 4.069 1.687 4 4.098 1.483 1 7 6 -0.163 -0.951
2 DM2 1235 3.873 1.669 4 3.890 1.483 1 7 6 -0.047 -0.967
1 DM3 1235 4.297 1.633 5 4.347 1.483 1 7 6 -0.307 -0.836
2 DM3 1235 4.106 1.673 4 4.158 1.483 1 7 6 -0.257 -0.953
1 DP1 1235 4.659 1.500 5 4.767 1.483 1 7 6 -0.637 -0.213
2 DP1 1235 4.486 1.559 5 4.595 1.483 1 7 6 -0.577 -0.452
1 DP2 1235 4.237 1.586 4 4.290 1.483 1 7 6 -0.292 -0.796
2 DP2 1235 4.067 1.622 4 4.115 1.483 1 7 6 -0.205 -0.883
1 DP3 1235 5.001 1.310 5 5.098 1.483 1 7 6 -0.750 0.397
2 DP3 1235 4.884 1.360 5 4.996 1.483 1 7 6 -0.773 0.410
1 DG1 1235 4.581 1.497 5 4.650 1.483 1 7 6 -0.410 -0.558
2 DG1 1235 4.527 1.562 5 4.609 1.483 1 7 6 -0.476 -0.572
1 DG2 1235 5.394 1.284 6 5.541 1.483 1 7 6 -0.965 0.854
2 DG2 1235 5.258 1.386 6 5.422 1.483 1 7 6 -1.052 0.909
1 DG3 1235 5.066 1.435 5 5.188 1.483 1 7 6 -0.726 0.059
2 DG3 1235 5.025 1.464 5 5.158 1.483 1 7 6 -0.834 0.207
counts <- t(sapply(analysis.dat.wide[, paste0(ITEMS, "_1")], table))
prop1 <- counts/nrow(analysis.dat.wide)
counts <- t(sapply(analysis.dat.wide[, paste0(ITEMS, "_2")], table))
prop2 <- counts/nrow(analysis.dat.wide)
prop <- rbind(prop1, prop2)
print(xtable(cbind(ss[, c("group1", "mean", "sd")], prop)))
% latex table generated in R 4.2.0 by xtable 1.8-4 package
% Fri Oct 21 19:21:03 2022
\begin{table}[ht]
\centering
\begin{tabular}{rlrrrrrrrrr}
  \hline
 & group1 & mean & sd & 1 & 2 & 3 & 4 & 5 & 6 & 7 \\ 
  \hline
CG11 & 1 & 3.78 & 1.63 & 0.09 & 0.19 & 0.10 & 0.27 & 0.19 & 0.11 & 0.04 \\ 
  CG12 & 2 & 3.67 & 1.64 & 0.07 & 0.19 & 0.12 & 0.25 & 0.21 & 0.11 & 0.04 \\ 
  CG21 & 1 & 3.81 & 1.58 & 0.03 & 0.10 & 0.10 & 0.22 & 0.31 & 0.19 & 0.06 \\ 
  CG22 & 2 & 3.66 & 1.60 & 0.07 & 0.14 & 0.13 & 0.23 & 0.23 & 0.16 & 0.05 \\ 
  CG31 & 1 & 4.47 & 1.45 & 0.01 & 0.05 & 0.09 & 0.16 & 0.36 & 0.28 & 0.06 \\ 
  CG32 & 2 & 4.33 & 1.53 & 0.02 & 0.09 & 0.10 & 0.21 & 0.28 & 0.21 & 0.09 \\ 
  CI11 & 1 & 4.08 & 1.61 & 0.04 & 0.10 & 0.14 & 0.22 & 0.26 & 0.18 & 0.05 \\ 
  CI12 & 2 & 3.97 & 1.62 & 0.03 & 0.05 & 0.09 & 0.19 & 0.23 & 0.28 & 0.12 \\ 
  CI21 & 1 & 4.85 & 1.29 & 0.04 & 0.14 & 0.16 & 0.23 & 0.22 & 0.15 & 0.06 \\ 
  CI22 & 2 & 4.82 & 1.30 & 0.02 & 0.06 & 0.09 & 0.24 & 0.28 & 0.25 & 0.05 \\ 
  CI31 & 1 & 4.61 & 1.48 & 0.06 & 0.13 & 0.19 & 0.21 & 0.25 & 0.13 & 0.03 \\ 
  CI32 & 2 & 4.52 & 1.50 & 0.06 & 0.15 & 0.17 & 0.27 & 0.22 & 0.11 & 0.02 \\ 
  SS11 & 1 & 4.32 & 1.50 & 0.07 & 0.16 & 0.13 & 0.33 & 0.20 & 0.09 & 0.03 \\ 
  SS12 & 2 & 4.12 & 1.54 & 0.07 & 0.16 & 0.13 & 0.18 & 0.24 & 0.15 & 0.06 \\ 
  SS21 & 1 & 4.85 & 1.52 & 0.05 & 0.13 & 0.13 & 0.16 & 0.27 & 0.18 & 0.07 \\ 
  SS22 & 2 & 4.71 & 1.48 & 0.03 & 0.08 & 0.10 & 0.14 & 0.34 & 0.23 & 0.08 \\ 
  SS31 & 1 & 4.11 & 1.56 & 0.05 & 0.13 & 0.13 & 0.19 & 0.26 & 0.18 & 0.05 \\ 
  SS32 & 2 & 3.95 & 1.55 & 0.01 & 0.04 & 0.06 & 0.18 & 0.29 & 0.31 & 0.09 \\ 
  SO11 & 1 & 4.65 & 1.36 & 0.02 & 0.09 & 0.14 & 0.15 & 0.31 & 0.20 & 0.08 \\ 
  SO12 & 2 & 4.60 & 1.39 & 0.01 & 0.03 & 0.05 & 0.10 & 0.28 & 0.35 & 0.19 \\ 
  SO21 & 1 & 3.97 & 1.50 & 0.02 & 0.05 & 0.09 & 0.11 & 0.31 & 0.27 & 0.15 \\ 
  SO22 & 2 & 3.91 & 1.55 & 0.10 & 0.22 & 0.14 & 0.19 & 0.22 & 0.11 & 0.03 \\ 
  SO31 & 1 & 3.83 & 1.45 & 0.09 & 0.20 & 0.14 & 0.22 & 0.21 & 0.10 & 0.03 \\ 
  SO32 & 2 & 3.75 & 1.51 & 0.04 & 0.12 & 0.11 & 0.20 & 0.31 & 0.17 & 0.05 \\ 
  DM11 & 1 & 3.80 & 1.48 & 0.07 & 0.15 & 0.16 & 0.19 & 0.23 & 0.15 & 0.04 \\ 
  DM12 & 2 & 3.64 & 1.54 & 0.02 & 0.05 & 0.08 & 0.15 & 0.38 & 0.27 & 0.05 \\ 
  DM21 & 1 & 4.07 & 1.69 & 0.03 & 0.09 & 0.11 & 0.20 & 0.29 & 0.21 & 0.07 \\ 
  DM22 & 2 & 3.87 & 1.67 & 0.05 & 0.13 & 0.18 & 0.20 & 0.25 & 0.15 & 0.04 \\ 
  DM31 & 1 & 4.30 & 1.63 & 0.03 & 0.06 & 0.12 & 0.21 & 0.25 & 0.24 & 0.09 \\ 
  DM32 & 2 & 4.11 & 1.67 & 0.05 & 0.16 & 0.18 & 0.23 & 0.21 & 0.12 & 0.05 \\ 
  DP11 & 1 & 4.66 & 1.50 & 0.02 & 0.08 & 0.10 & 0.23 & 0.28 & 0.24 & 0.05 \\ 
  DP12 & 2 & 4.49 & 1.56 & 0.07 & 0.15 & 0.19 & 0.19 & 0.24 & 0.13 & 0.03 \\ 
  DP21 & 1 & 4.24 & 1.59 & 0.07 & 0.17 & 0.18 & 0.24 & 0.21 & 0.11 & 0.02 \\ 
  DP22 & 2 & 4.07 & 1.62 & 0.10 & 0.17 & 0.15 & 0.29 & 0.18 & 0.08 & 0.03 \\ 
  DP31 & 1 & 5.00 & 1.31 & 0.09 & 0.17 & 0.16 & 0.18 & 0.22 & 0.13 & 0.05 \\ 
  DP32 & 2 & 4.88 & 1.36 & 0.07 & 0.16 & 0.12 & 0.16 & 0.27 & 0.17 & 0.05 \\ 
  DG11 & 1 & 4.58 & 1.50 & 0.05 & 0.10 & 0.10 & 0.16 & 0.31 & 0.22 & 0.06 \\ 
  DG12 & 2 & 4.53 & 1.56 & 0.07 & 0.14 & 0.16 & 0.19 & 0.24 & 0.17 & 0.04 \\ 
  DG21 & 1 & 5.39 & 1.28 & 0.02 & 0.05 & 0.07 & 0.18 & 0.33 & 0.27 & 0.08 \\ 
  DG22 & 2 & 5.26 & 1.39 & 0.04 & 0.10 & 0.13 & 0.14 & 0.30 & 0.21 & 0.08 \\ 
  DG31 & 1 & 5.07 & 1.44 & 0.02 & 0.04 & 0.06 & 0.10 & 0.27 & 0.35 & 0.16 \\ 
  DG32 & 2 & 5.03 & 1.46 & 0.03 & 0.05 & 0.09 & 0.10 & 0.30 & 0.30 & 0.13 \\ 
   \hline
\end{tabular}
\end{table}

Measurement Model

The basic measurement model is shown below (in lavaan syntax) and in the path diagram.

base_model <- "
C =~ NA*CG1 + CG2 + CG3 + CI1 + CI2 + CI3
S =~ NA*SS1 + SS2 + SS3 + SO1 + SO2 + SO3
D =~ NA*DM1 + DM2 + DM3 + DP1 + DP2 + DP3 + DG1 + DG2 + DG3

C ~~ S + D
S ~~ D
C ~~ 1*C
S ~~ 1*S
D ~~ 1*D
"

# longitudinal equivalent
configural.model.wide <- "
C1 =~ NA*CG1_1 + CG2_1 + CG3_1 + CI1_1 + CI2_1 + CI3_1
S1 =~ NA*SS1_1 + SS2_1 + SS3_1 + SO1_1 + SO2_1 + SO3_1
D1 =~ NA*DM1_1 + DM2_1 + DM3_1 + DP1_1 + DP2_1 + DP3_1 + DG1_1 + DG2_1 + DG3_1

C1 ~~ S1 + D1
S1 ~~ D1 
C1 ~~ 1*C1
S1 ~~ 1*S1
D1 ~~ 1*D1

C2 =~ NA*CG1_2 + CG2_2 + CG3_2 + CI1_2 + CI2_2 + CI3_2
S2 =~ NA*SS1_2 + SS2_2 + SS3_2 + SO1_2 + SO2_2 + SO3_2
D2 =~ NA*DM1_2 + DM2_2 + DM3_2 + DP1_2 + DP2_2 + DP3_2 + DG1_2 + DG2_2 + DG3_2

C2 ~~ S2 + D2
S2 ~~ D2
C2 ~~ 1*C2
S2 ~~ 1*S2
D2 ~~ 1*D2

# cross wave factor covariances
C1 ~~ C2 + S2 + D2
S1 ~~ C2 + S2 + D2
D1 ~~ C2 + S2 + D2
# cross wave item residual covariances
CG1_1 ~~ CG1_2 
CG2_1 ~~ CG2_2 
CG3_1 ~~ CG3_2 
CI1_1 ~~ CI1_2
CI2_1 ~~ CI2_2 
CI3_1 ~~ CI3_2
SS1_1 ~~ SS1_2
SS2_1 ~~ SS2_2 
SS3_1 ~~ SS3_2
SO1_1 ~~ SO1_2 
SO2_1 ~~ SO2_2 
SO3_1 ~~ SO3_2 
DM1_1 ~~ DM1_2 
DM2_1 ~~ DM2_2 
DM3_1 ~~ DM3_2 
DP1_1 ~~ DP1_2 
DP2_1 ~~ DP2_2 
DP3_1 ~~ DP3_2 
DG1_1 ~~ DG1_2 
DG2_1 ~~ DG2_2 
DG3_1 ~~ DG3_2
"

Configural Invariance

nPerm <- 1000  # for testing - for full analysis use >=1000

# robust not available for categorical model
myAFIs <- c("chisq", "chisq.scaled", "cfi", "cfi.scaled", "rmsea", "rmsea.scaled",
    "srmr")
# obtain multigroup syntax
syntax.config <- measEq.syntax(configural.model = base_model, data = analysis.dat,
    ordered = T, parameterization = "delta", ID.cat = "Wu.Estabrook.2016", ID.fac = "std.lv",
    group.equal = "configural", group = "wave")
mod.config <- as.character(syntax.config)
# cat(mod.config)

fit.config <- cfa(mod.config, data = analysis.dat, group = "wave")
summary(fit.config, standardized = T, fit.measures = T)
lavaan 0.6-12 ended normally after 26 iterations

  Estimator                                       DWLS
  Optimization method                           NLMINB
  Number of model parameters                       300

  Number of observations per group:                   
    1                                             1235
    2                                             1235

Model Test User Model:
                                              Standard      Robust
  Test Statistic                              6733.085    9501.703
  Degrees of freedom                               372         372
  P-value (Chi-square)                           0.000       0.000
  Scaling correction factor                                  0.720
  Shift parameter for each group:                                 
      1                                                     75.936
      2                                                     75.936
    simple second-order correction                                
  Test statistic for each group:
    1                                         2996.646    4237.198
    2                                         3736.440    5264.505

Model Test Baseline Model:

  Test statistic                            472029.527  106318.182
  Degrees of freedom                               420         420
  P-value                                        0.000       0.000
  Scaling correction factor                                  4.453

User Model versus Baseline Model:

  Comparative Fit Index (CFI)                    0.987       0.914
  Tucker-Lewis Index (TLI)                       0.985       0.903
                                                                  
  Robust Comparative Fit Index (CFI)                            NA
  Robust Tucker-Lewis Index (TLI)                               NA

Root Mean Square Error of Approximation:

  RMSEA                                          0.118       0.141
  90 Percent confidence interval - lower         0.115       0.139
  90 Percent confidence interval - upper         0.120       0.143
  P-value RMSEA <= 0.05                          0.000       0.000
                                                                  
  Robust RMSEA                                                  NA
  90 Percent confidence interval - lower                        NA
  90 Percent confidence interval - upper                        NA

Standardized Root Mean Square Residual:

  SRMR                                           0.067       0.067

Parameter Estimates:

  Standard errors                           Robust.sem
  Information                                 Expected
  Information saturated (h1) model        Unstructured


Group 1 [1]:

Latent Variables:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C =~                                                                  
    CG1     (l.1_)    0.856    0.008  103.818    0.000    0.856    0.856
    CG2     (l.2_)    0.849    0.008  103.060    0.000    0.849    0.849
    CG3     (l.3_)    0.784    0.011   69.495    0.000    0.784    0.784
    CI1     (l.4_)    0.894    0.009  101.709    0.000    0.894    0.894
    CI2     (l.5_)    0.655    0.018   37.213    0.000    0.655    0.655
    CI3     (l.6_)    0.756    0.014   53.866    0.000    0.756    0.756
  S =~                                                                  
    SS1     (l.7_)    0.795    0.011   69.863    0.000    0.795    0.795
    SS2     (l.8_)    0.696    0.015   45.112    0.000    0.696    0.696
    SS3     (l.9_)    0.886    0.009   98.334    0.000    0.886    0.886
    SO1     (l.10)    0.655    0.017   38.726    0.000    0.655    0.655
    SO2     (l.11)    0.734    0.014   51.966    0.000    0.734    0.734
    SO3     (l.12)    0.708    0.015   46.824    0.000    0.708    0.708
  D =~                                                                  
    DM1     (l.13)    0.766    0.013   60.997    0.000    0.766    0.766
    DM2     (l.14)    0.836    0.009   98.270    0.000    0.836    0.836
    DM3     (l.15)    0.882    0.007  132.967    0.000    0.882    0.882
    DP1     (l.16)    0.900    0.006  139.454    0.000    0.900    0.900
    DP2     (l.17)    0.852    0.009   94.978    0.000    0.852    0.852
    DP3     (l.18)    0.709    0.014   50.891    0.000    0.709    0.709
    DG1     (l.19)    0.749    0.013   59.660    0.000    0.749    0.749
    DG2     (l.20)    0.695    0.014   48.716    0.000    0.695    0.695
    DG3     (l.21)    0.669    0.015   45.106    0.000    0.669    0.669

Covariances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C ~~                                                                  
    S       (p.2_)    0.747    0.013   58.537    0.000    0.747    0.747
    D      (p.3_1)    0.705    0.013   53.075    0.000    0.705    0.705
  S ~~                                                                  
    D      (p.3_2)    0.785    0.012   65.147    0.000    0.785    0.785

Intercepts:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
   .CG1     (n.1.)    0.000                               0.000    0.000
   .CG2     (n.2.)    0.000                               0.000    0.000
   .CG3     (n.3.)    0.000                               0.000    0.000
   .CI1     (n.4.)    0.000                               0.000    0.000
   .CI2     (n.5.)    0.000                               0.000    0.000
   .CI3     (n.6.)    0.000                               0.000    0.000
   .SS1     (n.7.)    0.000                               0.000    0.000
   .SS2     (n.8.)    0.000                               0.000    0.000
   .SS3     (n.9.)    0.000                               0.000    0.000
   .SO1     (n.10)    0.000                               0.000    0.000
   .SO2     (n.11)    0.000                               0.000    0.000
   .SO3     (n.12)    0.000                               0.000    0.000
   .DM1     (n.13)    0.000                               0.000    0.000
   .DM2     (n.14)    0.000                               0.000    0.000
   .DM3     (n.15)    0.000                               0.000    0.000
   .DP1     (n.16)    0.000                               0.000    0.000
   .DP2     (n.17)    0.000                               0.000    0.000
   .DP3     (n.18)    0.000                               0.000    0.000
   .DG1     (n.19)    0.000                               0.000    0.000
   .DG2     (n.20)    0.000                               0.000    0.000
   .DG3     (n.21)    0.000                               0.000    0.000
    C       (a.1.)    0.000                               0.000    0.000
    S       (a.2.)    0.000                               0.000    0.000
    D       (a.3.)    0.000                               0.000    0.000

Thresholds:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1|t1 (CG1.1)   -1.332    0.050  -26.671    0.000   -1.332   -1.332
    CG1|t2 (CG1.2)   -0.580    0.038  -15.283    0.000   -0.580   -0.580
    CG1|t3 (CG1.3)   -0.291    0.036   -8.038    0.000   -0.291   -0.291
    CG1|t4 (CG1.4)    0.397    0.037   10.807    0.000    0.397    0.397
    CG1|t5 (CG1.5)    1.027    0.043   23.644    0.000    1.027    1.027
    CG1|t6 (CG1.6)    1.745    0.064   27.066    0.000    1.745    1.745
    CG2|t1 (CG2.1)   -1.455    0.053  -27.225    0.000   -1.455   -1.455
    CG2|t2 (CG2.2)   -0.629    0.038  -16.388    0.000   -0.629   -0.629
    CG2|t3 (CG2.3)   -0.283    0.036   -7.812    0.000   -0.283   -0.283
    CG2|t4 (CG2.4)    0.364    0.037    9.961    0.000    0.364    0.364
    CG2|t5 (CG2.5)    1.055    0.044   24.018    0.000    1.055    1.055
    CG2|t6 (CG2.6)    1.784    0.066   26.902    0.000    1.784    1.784
    CG3|t1 (CG3.1)   -1.918    0.074  -26.092    0.000   -1.918   -1.918
    CG3|t2 (CG3.2)   -1.125    0.045  -24.870    0.000   -1.125   -1.125
    CG3|t3 (CG3.3)   -0.739    0.039  -18.730    0.000   -0.739   -0.739
    CG3|t4 (CG3.4)   -0.137    0.036   -3.839    0.000   -0.137   -0.137
    CG3|t5 (CG3.5)    0.692    0.039   17.756    0.000    0.692    0.692
    CG3|t6 (CG3.6)    1.598    0.058   27.394    0.000    1.598    1.598
    CI1|t1 (CI1.1)   -1.503    0.055  -27.338    0.000   -1.503   -1.503
    CI1|t2 (CI1.2)   -0.807    0.040  -20.063    0.000   -0.807   -0.807
    CI1|t3 (CI1.3)   -0.414    0.037  -11.258    0.000   -0.414   -0.414
    CI1|t4 (CI1.4)    0.164    0.036    4.578    0.000    0.164    0.164
    CI1|t5 (CI1.5)    0.807    0.040   20.063    0.000    0.807    0.807
    CI1|t6 (CI1.6)    1.683    0.062   27.263    0.000    1.683    1.683
    CI2|t1 (CI2.1)   -2.204    0.094  -23.369    0.000   -2.204   -2.204
    CI2|t2 (CI2.2)   -1.542    0.056  -27.387    0.000   -1.542   -1.542
    CI2|t3 (CI2.3)   -1.017    0.043  -23.502    0.000   -1.017   -1.017
    CI2|t4 (CI2.4)   -0.496    0.037  -13.279    0.000   -0.496   -0.496
    CI2|t5 (CI2.5)    0.432    0.037   11.708    0.000    0.432    0.432
    CI2|t6 (CI2.6)    1.576    0.058   27.400    0.000    1.576    1.576
    CI3|t1 (CI3.1)   -2.017    0.080  -25.293    0.000   -2.017   -2.017
    CI3|t2 (CI3.2)   -1.222    0.047  -25.850    0.000   -1.222   -1.222
    CI3|t3 (CI3.3)   -0.796    0.040  -19.851    0.000   -0.796   -0.796
    CI3|t4 (CI3.4)   -0.185    0.036   -5.146    0.000   -0.185   -0.185
    CI3|t5 (CI3.5)    0.542    0.038   14.395    0.000    0.542    0.542
    CI3|t6 (CI3.6)    1.357    0.051   26.815    0.000    1.357    1.357
    SS1|t1 (SS1.1)   -1.774    0.066  -26.947    0.000   -1.774   -1.774
    SS1|t2 (SS1.2)   -1.080    0.044  -24.339    0.000   -1.080   -1.080
    SS1|t3 (SS1.3)   -0.580    0.038  -15.283    0.000   -0.580   -0.580
    SS1|t4 (SS1.4)    0.011    0.036    0.313    0.754    0.011    0.011
    SS1|t5 (SS1.5)    0.731    0.039   18.568    0.000    0.731    0.731
    SS1|t6 (SS1.6)    1.620    0.059   27.377    0.000    1.620    1.620
    SS2|t1 (SS2.1)   -1.847    0.070  -26.566    0.000   -1.847   -1.847
    SS2|t2 (SS2.2)   -1.362    0.051  -26.842    0.000   -1.362   -1.362
    SS2|t3 (SS2.3)   -0.913    0.042  -21.927    0.000   -0.913   -0.913
    SS2|t4 (SS2.4)   -0.325    0.036   -8.944    0.000   -0.325   -0.325
    SS2|t5 (SS2.5)    0.251    0.036    6.962    0.000    0.251    0.251
    SS2|t6 (SS2.6)    1.160    0.046   25.252    0.000    1.160    1.160
    SS3|t1 (SS3.1)   -1.709    0.063  -27.191    0.000   -1.709   -1.709
    SS3|t2 (SS3.2)   -0.889    0.041  -21.519    0.000   -0.889   -0.889
    SS3|t3 (SS3.3)   -0.401    0.037  -10.920    0.000   -0.401   -0.401
    SS3|t4 (SS3.4)    0.185    0.036    5.146    0.000    0.185    0.185
    SS3|t5 (SS3.5)    0.816    0.040   20.221    0.000    0.816    0.816
    SS3|t6 (SS3.6)    1.598    0.058   27.394    0.000    1.598    1.598
    SO1|t1 (SO1.1)   -2.032    0.081  -25.150    0.000   -2.032   -2.032
    SO1|t2 (SO1.2)   -1.377    0.051  -26.921    0.000   -1.377   -1.377
    SO1|t3 (SO1.3)   -0.922    0.042  -22.078    0.000   -0.922   -0.922
    SO1|t4 (SO1.4)   -0.212    0.036   -5.884    0.000   -0.212   -0.212
    SO1|t5 (SO1.5)    0.526    0.038   14.005    0.000    0.526    0.526
    SO1|t6 (SO1.6)    1.651    0.060   27.333    0.000    1.651    1.651
    SO2|t1 (SO2.1)   -1.598    0.058  -27.394    0.000   -1.598   -1.598
    SO2|t2 (SO2.2)   -0.889    0.041  -21.519    0.000   -0.889   -0.889
    SO2|t3 (SO2.3)   -0.310    0.036   -8.548    0.000   -0.310   -0.310
    SO2|t4 (SO2.4)    0.235    0.036    6.508    0.000    0.235    0.235
    SO2|t5 (SO2.5)    1.007    0.043   23.358    0.000    1.007    1.007
    SO2|t6 (SO2.6)    1.893    0.072   26.268    0.000    1.893    1.893
    SO3|t1 (SO3.1)   -1.542    0.056  -27.387    0.000   -1.542   -1.542
    SO3|t2 (SO3.2)   -0.796    0.040  -19.851    0.000   -0.796   -0.796
    SO3|t3 (SO3.3)   -0.291    0.036   -8.038    0.000   -0.291   -0.291
    SO3|t4 (SO3.4)    0.395    0.037   10.751    0.000    0.395    0.395
    SO3|t5 (SO3.5)    1.140    0.046   25.042    0.000    1.140    1.140
    SO3|t6 (SO3.6)    2.140    0.089   24.083    0.000    2.140    2.140
    DM1|t1 (DM1.1)   -1.479    0.054  -27.288    0.000   -1.479   -1.479
    DM1|t2 (DM1.2)   -0.734    0.039  -18.622    0.000   -0.734   -0.734
    DM1|t3 (DM1.3)   -0.362    0.037   -9.905    0.000   -0.362   -0.362
    DM1|t4 (DM1.4)    0.480    0.037   12.887    0.000    0.480    0.480
    DM1|t5 (DM1.5)    1.180    0.046   25.457    0.000    1.180    1.180
    DM1|t6 (DM1.6)    1.906    0.073   26.182    0.000    1.906    1.906
    DM2|t1 (DM2.1)   -1.449    0.053  -27.207    0.000   -1.449   -1.449
    DM2|t2 (DM2.2)   -0.736    0.039  -18.676    0.000   -0.736   -0.736
    DM2|t3 (DM2.3)   -0.349    0.036   -9.566    0.000   -0.349   -0.349
    DM2|t4 (DM2.4)    0.109    0.036    3.043    0.002    0.109    0.109
    DM2|t5 (DM2.5)    0.785    0.040   19.639    0.000    0.785    0.785
    DM2|t6 (DM2.6)    1.522    0.056   27.367    0.000    1.522    1.522
    DM3|t1 (DM3.1)   -1.643    0.060  -27.346    0.000   -1.643   -1.643
    DM3|t2 (DM3.2)   -0.898    0.041  -21.673    0.000   -0.898   -0.898
    DM3|t3 (DM3.3)   -0.484    0.037  -12.999    0.000   -0.484   -0.484
    DM3|t4 (DM3.4)   -0.056    0.036   -1.564    0.118   -0.056   -0.056
    DM3|t5 (DM3.5)    0.661    0.039   17.101    0.000    0.661    0.661
    DM3|t6 (DM3.6)    1.479    0.054   27.288    0.000    1.479    1.479
    DP1|t1 (DP1.1)   -1.825    0.068  -26.691    0.000   -1.825   -1.825
    DP1|t2 (DP1.2)   -1.188    0.047  -25.538    0.000   -1.188   -1.188
    DP1|t3 (DP1.3)   -0.793    0.040  -19.798    0.000   -0.793   -0.793
    DP1|t4 (DP1.4)   -0.362    0.037   -9.905    0.000   -0.362   -0.362
    DP1|t5 (DP1.5)    0.512    0.037   13.670    0.000    0.512    0.512
    DP1|t6 (DP1.6)    1.415    0.052   27.088    0.000    1.415    1.415
    DP2|t1 (DP2.1)   -1.659    0.061  -27.318    0.000   -1.659   -1.659
    DP2|t2 (DP2.2)   -0.904    0.042  -21.774    0.000   -0.904   -0.904
    DP2|t3 (DP2.3)   -0.486    0.037  -13.055    0.000   -0.486   -0.486
    DP2|t4 (DP2.4)    0.015    0.036    0.427    0.670    0.015    0.015
    DP2|t5 (DP2.5)    0.723    0.039   18.406    0.000    0.723    0.723
    DP2|t6 (DP2.6)    1.612    0.059   27.384    0.000    1.612    1.612
    DP3|t1 (DP3.1)   -2.181    0.092  -23.624    0.000   -2.181   -2.181
    DP3|t2 (DP3.2)   -1.598    0.058  -27.394    0.000   -1.598   -1.598
    DP3|t3 (DP3.3)   -1.180    0.046  -25.457    0.000   -1.180   -1.180
    DP3|t4 (DP3.4)   -0.514    0.037  -13.726    0.000   -0.514   -0.514
    DP3|t5 (DP3.5)    0.249    0.036    6.905    0.000    0.249    0.249
    DP3|t6 (DP3.6)    1.332    0.050   26.671    0.000    1.332    1.332
    DG1|t1 (DG1.1)   -2.001    0.079  -25.427    0.000   -2.001   -2.001
    DG1|t2 (DG1.2)   -1.217    0.047  -25.811    0.000   -1.217   -1.217
    DG1|t3 (DG1.3)   -0.666    0.039  -17.211    0.000   -0.666   -0.666
    DG1|t4 (DG1.4)   -0.247    0.036   -6.848    0.000   -0.247   -0.247
    DG1|t5 (DG1.5)    0.561    0.038   14.840    0.000    0.561    0.561
    DG1|t6 (DG1.6)    1.383    0.051   26.947    0.000    1.383    1.383
    DG2|t1 (DG2.1)   -2.443    0.120  -20.371    0.000   -2.443   -2.443
    DG2|t2 (DG2.2)   -1.736    0.064  -27.101    0.000   -1.736   -1.736
    DG2|t3 (DG2.3)   -1.342    0.050  -26.730    0.000   -1.342   -1.342
    DG2|t4 (DG2.4)   -0.895    0.041  -21.622    0.000   -0.895   -0.895
    DG2|t5 (DG2.5)   -0.080    0.036   -2.247    0.025   -0.080   -0.080
    DG2|t6 (DG2.6)    0.892    0.041   21.571    0.000    0.892    0.892
    DG3|t1 (DG3.1)   -2.160    0.091  -23.861    0.000   -2.160   -2.160
    DG3|t2 (DG3.2)   -1.485    0.054  -27.302    0.000   -1.485   -1.485
    DG3|t3 (DG3.3)   -1.017    0.043  -23.502    0.000   -1.017   -1.017
    DG3|t4 (DG3.4)   -0.619    0.038  -16.168    0.000   -0.619   -0.619
    DG3|t5 (DG3.5)    0.201    0.036    5.600    0.000    0.201    0.201
    DG3|t6 (DG3.6)    1.023    0.043   23.597    0.000    1.023    1.023

Variances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    C       (p.1_)    1.000                               1.000    1.000
    S       (p.2_)    1.000                               1.000    1.000
    D       (p.3_)    1.000                               1.000    1.000
   .CG1               0.267                               0.267    0.267
   .CG2               0.279                               0.279    0.279
   .CG3               0.385                               0.385    0.385
   .CI1               0.201                               0.201    0.201
   .CI2               0.571                               0.571    0.571
   .CI3               0.428                               0.428    0.428
   .SS1               0.367                               0.367    0.367
   .SS2               0.515                               0.515    0.515
   .SS3               0.215                               0.215    0.215
   .SO1               0.570                               0.570    0.570
   .SO2               0.461                               0.461    0.461
   .SO3               0.499                               0.499    0.499
   .DM1               0.413                               0.413    0.413
   .DM2               0.302                               0.302    0.302
   .DM3               0.222                               0.222    0.222
   .DP1               0.191                               0.191    0.191
   .DP2               0.275                               0.275    0.275
   .DP3               0.498                               0.498    0.498
   .DG1               0.439                               0.439    0.439
   .DG2               0.518                               0.518    0.518
   .DG3               0.553                               0.553    0.553

Scales y*:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1               1.000                               1.000    1.000
    CG2               1.000                               1.000    1.000
    CG3               1.000                               1.000    1.000
    CI1               1.000                               1.000    1.000
    CI2               1.000                               1.000    1.000
    CI3               1.000                               1.000    1.000
    SS1               1.000                               1.000    1.000
    SS2               1.000                               1.000    1.000
    SS3               1.000                               1.000    1.000
    SO1               1.000                               1.000    1.000
    SO2               1.000                               1.000    1.000
    SO3               1.000                               1.000    1.000
    DM1               1.000                               1.000    1.000
    DM2               1.000                               1.000    1.000
    DM3               1.000                               1.000    1.000
    DP1               1.000                               1.000    1.000
    DP2               1.000                               1.000    1.000
    DP3               1.000                               1.000    1.000
    DG1               1.000                               1.000    1.000
    DG2               1.000                               1.000    1.000
    DG3               1.000                               1.000    1.000


Group 2 [2]:

Latent Variables:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C =~                                                                  
    CG1     (l.1_)    0.894    0.007  130.251    0.000    0.894    0.894
    CG2     (l.2_)    0.901    0.007  135.883    0.000    0.901    0.901
    CG3     (l.3_)    0.793    0.011   72.698    0.000    0.793    0.793
    CI1     (l.4_)    0.924    0.007  140.050    0.000    0.924    0.924
    CI2     (l.5_)    0.708    0.016   44.650    0.000    0.708    0.708
    CI3     (l.6_)    0.773    0.013   60.153    0.000    0.773    0.773
  S =~                                                                  
    SS1     (l.7_)    0.804    0.011   71.699    0.000    0.804    0.804
    SS2     (l.8_)    0.726    0.015   49.292    0.000    0.726    0.726
    SS3     (l.9_)    0.904    0.008  109.078    0.000    0.904    0.904
    SO1     (l.10)    0.658    0.017   39.559    0.000    0.658    0.658
    SO2     (l.11)    0.753    0.013   59.638    0.000    0.753    0.753
    SO3     (l.12)    0.754    0.013   59.107    0.000    0.754    0.754
  D =~                                                                  
    DM1     (l.13)    0.811    0.010   80.387    0.000    0.811    0.811
    DM2     (l.14)    0.871    0.007  120.183    0.000    0.871    0.871
    DM3     (l.15)    0.909    0.005  165.982    0.000    0.909    0.909
    DP1     (l.16)    0.905    0.006  161.781    0.000    0.905    0.905
    DP2     (l.17)    0.870    0.007  117.519    0.000    0.870    0.870
    DP3     (l.18)    0.758    0.012   65.065    0.000    0.758    0.758
    DG1     (l.19)    0.794    0.011   74.352    0.000    0.794    0.794
    DG2     (l.20)    0.727    0.014   52.916    0.000    0.727    0.727
    DG3     (l.21)    0.722    0.014   52.988    0.000    0.722    0.722

Covariances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C ~~                                                                  
    S       (p.2_)    0.759    0.013   59.966    0.000    0.759    0.759
    D      (p.3_1)    0.759    0.011   67.469    0.000    0.759    0.759
  S ~~                                                                  
    D      (p.3_2)    0.828    0.009   92.329    0.000    0.828    0.828

Intercepts:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
   .CG1     (n.1.)    0.000                               0.000    0.000
   .CG2     (n.2.)    0.000                               0.000    0.000
   .CG3     (n.3.)    0.000                               0.000    0.000
   .CI1     (n.4.)    0.000                               0.000    0.000
   .CI2     (n.5.)    0.000                               0.000    0.000
   .CI3     (n.6.)    0.000                               0.000    0.000
   .SS1     (n.7.)    0.000                               0.000    0.000
   .SS2     (n.8.)    0.000                               0.000    0.000
   .SS3     (n.9.)    0.000                               0.000    0.000
   .SO1     (n.10)    0.000                               0.000    0.000
   .SO2     (n.11)    0.000                               0.000    0.000
   .SO3     (n.12)    0.000                               0.000    0.000
   .DM1     (n.13)    0.000                               0.000    0.000
   .DM2     (n.14)    0.000                               0.000    0.000
   .DM3     (n.15)    0.000                               0.000    0.000
   .DP1     (n.16)    0.000                               0.000    0.000
   .DP2     (n.17)    0.000                               0.000    0.000
   .DP3     (n.18)    0.000                               0.000    0.000
   .DG1     (n.19)    0.000                               0.000    0.000
   .DG2     (n.20)    0.000                               0.000    0.000
   .DG3     (n.21)    0.000                               0.000    0.000
    C       (a.1.)    0.000                               0.000    0.000
    S       (a.2.)    0.000                               0.000    0.000
    D       (a.3.)    0.000                               0.000    0.000

Thresholds:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1|t1 (CG1.1)   -1.307    0.049  -26.517    0.000   -1.307   -1.307
    CG1|t2 (CG1.2)   -0.489    0.037  -13.111    0.000   -0.489   -0.489
    CG1|t3 (CG1.3)   -0.121    0.036   -3.384    0.001   -0.121   -0.121
    CG1|t4 (CG1.4)    0.368    0.037   10.074    0.000    0.368    0.368
    CG1|t5 (CG1.5)    1.080    0.044   24.339    0.000    1.080    1.080
    CG1|t6 (CG1.6)    1.858    0.070   26.498    0.000    1.858    1.858
    CG2|t1 (CG2.1)   -1.312    0.049  -26.548    0.000   -1.312   -1.312
    CG2|t2 (CG2.2)   -0.526    0.038  -14.005    0.000   -0.526   -0.526
    CG2|t3 (CG2.3)   -0.148    0.036   -4.123    0.000   -0.148   -0.148
    CG2|t4 (CG2.4)    0.428    0.037   11.596    0.000    0.428    0.428
    CG2|t5 (CG2.5)    1.140    0.046   25.042    0.000    1.140    1.140
    CG2|t6 (CG2.6)    1.870    0.071   26.425    0.000    1.870    1.870
    CG3|t1 (CG3.1)   -1.709    0.063  -27.191    0.000   -1.709   -1.709
    CG3|t2 (CG3.2)   -0.980    0.043  -22.971    0.000   -0.980   -0.980
    CG3|t3 (CG3.3)   -0.611    0.038  -16.002    0.000   -0.611   -0.611
    CG3|t4 (CG3.4)   -0.084    0.036   -2.361    0.018   -0.084   -0.084
    CG3|t5 (CG3.5)    0.755    0.040   19.052    0.000    0.755    0.755
    CG3|t6 (CG3.6)    1.620    0.059   27.377    0.000    1.620    1.620
    CI1|t1 (CI1.1)   -1.455    0.053  -27.225    0.000   -1.455   -1.455
    CI1|t2 (CI1.2)   -0.755    0.040  -19.052    0.000   -0.755   -0.755
    CI1|t3 (CI1.3)   -0.298    0.036   -8.208    0.000   -0.298   -0.298
    CI1|t4 (CI1.4)    0.193    0.036    5.373    0.000    0.193    0.193
    CI1|t5 (CI1.5)    0.883    0.041   21.417    0.000    0.883    0.883
    CI1|t6 (CI1.6)    1.718    0.063   27.164    0.000    1.718    1.718
    CI2|t1 (CI2.1)   -2.066    0.083  -24.837    0.000   -2.066   -2.066
    CI2|t2 (CI2.2)   -1.461    0.054  -27.242    0.000   -1.461   -1.461
    CI2|t3 (CI2.3)   -1.027    0.043  -23.644    0.000   -1.027   -1.027
    CI2|t4 (CI2.4)   -0.516    0.037  -13.781    0.000   -0.516   -0.516
    CI2|t5 (CI2.5)    0.480    0.037   12.887    0.000    0.480    0.480
    CI2|t6 (CI2.6)    1.675    0.061   27.283    0.000    1.675    1.675
    CI3|t1 (CI3.1)   -1.814    0.068  -26.749    0.000   -1.814   -1.814
    CI3|t2 (CI3.2)   -1.156    0.046  -25.210    0.000   -1.156   -1.156
    CI3|t3 (CI3.3)   -0.728    0.039  -18.514    0.000   -0.728   -0.728
    CI3|t4 (CI3.4)   -0.176    0.036   -4.918    0.000   -0.176   -0.176
    CI3|t5 (CI3.5)    0.597    0.038   15.671    0.000    0.597    0.597
    CI3|t6 (CI3.6)    1.485    0.054   27.302    0.000    1.485    1.485
    SS1|t1 (SS1.1)   -1.683    0.062  -27.263    0.000   -1.683   -1.683
    SS1|t2 (SS1.2)   -0.932    0.042  -22.229    0.000   -0.932   -0.932
    SS1|t3 (SS1.3)   -0.379    0.037  -10.356    0.000   -0.379   -0.379
    SS1|t4 (SS1.4)    0.129    0.036    3.611    0.000    0.129    0.129
    SS1|t5 (SS1.5)    0.845    0.041   20.745    0.000    0.845    0.845
    SS1|t6 (SS1.6)    1.700    0.062   27.217    0.000    1.700    1.700
    SS2|t1 (SS2.1)   -1.881    0.071  -26.349    0.000   -1.881   -1.881
    SS2|t2 (SS2.2)   -1.372    0.051  -26.896    0.000   -1.372   -1.372
    SS2|t3 (SS2.3)   -0.839    0.041  -20.640    0.000   -0.839   -0.839
    SS2|t4 (SS2.4)   -0.230    0.036   -6.395    0.000   -0.230   -0.230
    SS2|t5 (SS2.5)    0.417    0.037   11.314    0.000    0.417    0.417
    SS2|t6 (SS2.6)    1.312    0.049   26.548    0.000    1.312    1.312
    SS3|t1 (SS3.1)   -1.627    0.059  -27.368    0.000   -1.627   -1.627
    SS3|t2 (SS3.2)   -0.810    0.040  -20.116    0.000   -0.810   -0.810
    SS3|t3 (SS3.3)   -0.276    0.036   -7.642    0.000   -0.276   -0.276
    SS3|t4 (SS3.4)    0.300    0.036    8.265    0.000    0.300    0.300
    SS3|t5 (SS3.5)    0.957    0.042   22.627    0.000    0.957    0.957
    SS3|t6 (SS3.6)    1.667    0.061   27.302    0.000    1.667    1.667
    SO1|t1 (SO1.1)   -2.083    0.084  -24.666    0.000   -2.083   -2.083
    SO1|t2 (SO1.2)   -1.317    0.050  -26.580    0.000   -1.317   -1.317
    SO1|t3 (SO1.3)   -0.847    0.041  -20.797    0.000   -0.847   -0.847
    SO1|t4 (SO1.4)   -0.179    0.036   -4.975    0.000   -0.179   -0.179
    SO1|t5 (SO1.5)    0.554    0.038   14.673    0.000    0.554    0.554
    SO1|t6 (SO1.6)    1.605    0.059   27.390    0.000    1.605    1.605
    SO2|t1 (SO2.1)   -1.497    0.055  -27.327    0.000   -1.497   -1.497
    SO2|t2 (SO2.2)   -0.793    0.040  -19.798    0.000   -0.793   -0.793
    SO2|t3 (SO2.3)   -0.241    0.036   -6.678    0.000   -0.241   -0.241
    SO2|t4 (SO2.4)    0.247    0.036    6.848    0.000    0.247    0.247
    SO2|t5 (SO2.5)    0.987    0.043   23.069    0.000    0.987    0.987
    SO2|t6 (SO2.6)    1.893    0.072   26.268    0.000    1.893    1.893
    SO3|t1 (SO3.1)   -1.461    0.054  -27.242    0.000   -1.461   -1.461
    SO3|t2 (SO3.2)   -0.692    0.039  -17.756    0.000   -0.692   -0.692
    SO3|t3 (SO3.3)   -0.197    0.036   -5.486    0.000   -0.197   -0.197
    SO3|t4 (SO3.4)    0.419    0.037   11.370    0.000    0.419    0.419
    SO3|t5 (SO3.5)    1.132    0.045   24.956    0.000    1.132    1.132
    SO3|t6 (SO3.6)    2.083    0.084   24.666    0.000    2.083    2.083
    DM1|t1 (DM1.1)   -1.293    0.049  -26.419    0.000   -1.293   -1.293
    DM1|t2 (DM1.2)   -0.604    0.038  -15.837    0.000   -0.604   -0.604
    DM1|t3 (DM1.3)   -0.201    0.036   -5.600    0.000   -0.201   -0.201
    DM1|t4 (DM1.4)    0.554    0.038   14.673    0.000    0.554    0.554
    DM1|t5 (DM1.5)    1.222    0.047   25.850    0.000    1.222    1.222
    DM1|t6 (DM1.6)    1.893    0.072   26.268    0.000    1.893    1.893
    DM2|t1 (DM2.1)   -1.357    0.051  -26.815    0.000   -1.357   -1.357
    DM2|t2 (DM2.2)   -0.659    0.039  -17.047    0.000   -0.659   -0.659
    DM2|t3 (DM2.3)   -0.214    0.036   -5.941    0.000   -0.214   -0.214
    DM2|t4 (DM2.4)    0.245    0.036    6.792    0.000    0.245    0.245
    DM2|t5 (DM2.5)    0.919    0.042   22.028    0.000    0.919    0.919
    DM2|t6 (DM2.6)    1.659    0.061   27.318    0.000    1.659    1.659
    DM3|t1 (DM3.1)   -1.455    0.053  -27.225    0.000   -1.455   -1.455
    DM3|t2 (DM3.2)   -0.744    0.040  -18.837    0.000   -0.744   -0.744
    DM3|t3 (DM3.3)   -0.384    0.037  -10.469    0.000   -0.384   -0.384
    DM3|t4 (DM3.4)    0.036    0.036    0.996    0.319    0.036    0.036
    DM3|t5 (DM3.5)    0.774    0.040   19.426    0.000    0.774    0.774
    DM3|t6 (DM3.6)    1.620    0.059   27.377    0.000    1.620    1.620
    DP1|t1 (DP1.1)   -1.651    0.060  -27.333    0.000   -1.651   -1.651
    DP1|t2 (DP1.2)   -1.051    0.044  -23.972    0.000   -1.051   -1.051
    DP1|t3 (DP1.3)   -0.676    0.039  -17.429    0.000   -0.676   -0.676
    DP1|t4 (DP1.4)   -0.230    0.036   -6.395    0.000   -0.230   -0.230
    DP1|t5 (DP1.5)    0.580    0.038   15.283    0.000    0.580    0.580
    DP1|t6 (DP1.6)    1.562    0.057   27.399    0.000    1.562    1.562
    DP2|t1 (DP2.1)   -1.479    0.054  -27.288    0.000   -1.479   -1.479
    DP2|t2 (DP2.2)   -0.822    0.040  -20.326    0.000   -0.822   -0.822
    DP2|t3 (DP2.3)   -0.353    0.036   -9.679    0.000   -0.353   -0.353
    DP2|t4 (DP2.4)    0.131    0.036    3.668    0.000    0.131    0.131
    DP2|t5 (DP2.5)    0.799    0.040   19.904    0.000    0.799    0.799
    DP2|t6 (DP2.6)    1.700    0.062   27.217    0.000    1.700    1.700
    DP3|t1 (DP3.1)   -2.001    0.079  -25.427    0.000   -2.001   -2.001
    DP3|t2 (DP3.2)   -1.455    0.053  -27.225    0.000   -1.455   -1.455
    DP3|t3 (DP3.3)   -1.080    0.044  -24.339    0.000   -1.080   -1.080
    DP3|t4 (DP3.4)   -0.477    0.037  -12.831    0.000   -0.477   -0.477
    DP3|t5 (DP3.5)    0.375    0.037   10.243    0.000    0.375    0.375
    DP3|t6 (DP3.6)    1.388    0.051   26.972    0.000    1.388    1.388
    DG1|t1 (DG1.1)   -1.774    0.066  -26.947    0.000   -1.774   -1.774
    DG1|t2 (DG1.2)   -1.110    0.045  -24.696    0.000   -1.110   -1.110
    DG1|t3 (DG1.3)   -0.626    0.038  -16.333    0.000   -0.626   -0.626
    DG1|t4 (DG1.4)   -0.241    0.036   -6.678    0.000   -0.241   -0.241
    DG1|t5 (DG1.5)    0.549    0.038   14.562    0.000    0.549    0.549
    DG1|t6 (DG1.6)    1.420    0.052   27.109    0.000    1.420    1.420
    DG2|t1 (DG2.1)   -2.032    0.081  -25.150    0.000   -2.032   -2.032
    DG2|t2 (DG2.2)   -1.569    0.057  -27.400    0.000   -1.569   -1.569
    DG2|t3 (DG2.3)   -1.196    0.047  -25.617    0.000   -1.196   -1.196
    DG2|t4 (DG2.4)   -0.788    0.040  -19.692    0.000   -0.788   -0.788
    DG2|t5 (DG2.5)   -0.027    0.036   -0.768    0.442   -0.027   -0.027
    DG2|t6 (DG2.6)    1.003    0.043   23.310    0.000    1.003    1.003
    DG3|t1 (DG3.1)   -1.958    0.076  -25.788    0.000   -1.958   -1.958
    DG3|t2 (DG3.2)   -1.432    0.053  -27.150    0.000   -1.432   -1.432
    DG3|t3 (DG3.3)   -0.970    0.043  -22.824    0.000   -0.970   -0.970
    DG3|t4 (DG3.4)   -0.621    0.038  -16.223    0.000   -0.621   -0.621
    DG3|t5 (DG3.5)    0.181    0.036    5.032    0.000    0.181    0.181
    DG3|t6 (DG3.6)    1.121    0.045   24.827    0.000    1.121    1.121

Variances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    C       (p.1_)    1.000                               1.000    1.000
    S       (p.2_)    1.000                               1.000    1.000
    D       (p.3_)    1.000                               1.000    1.000
   .CG1               0.201                               0.201    0.201
   .CG2               0.189                               0.189    0.189
   .CG3               0.371                               0.371    0.371
   .CI1               0.146                               0.146    0.146
   .CI2               0.499                               0.499    0.499
   .CI3               0.402                               0.402    0.402
   .SS1               0.354                               0.354    0.354
   .SS2               0.473                               0.473    0.473
   .SS3               0.182                               0.182    0.182
   .SO1               0.568                               0.568    0.568
   .SO2               0.434                               0.434    0.434
   .SO3               0.432                               0.432    0.432
   .DM1               0.342                               0.342    0.342
   .DM2               0.241                               0.241    0.241
   .DM3               0.173                               0.173    0.173
   .DP1               0.181                               0.181    0.181
   .DP2               0.244                               0.244    0.244
   .DP3               0.425                               0.425    0.425
   .DG1               0.369                               0.369    0.369
   .DG2               0.471                               0.471    0.471
   .DG3               0.479                               0.479    0.479

Scales y*:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1               1.000                               1.000    1.000
    CG2               1.000                               1.000    1.000
    CG3               1.000                               1.000    1.000
    CI1               1.000                               1.000    1.000
    CI2               1.000                               1.000    1.000
    CI3               1.000                               1.000    1.000
    SS1               1.000                               1.000    1.000
    SS2               1.000                               1.000    1.000
    SS3               1.000                               1.000    1.000
    SO1               1.000                               1.000    1.000
    SO2               1.000                               1.000    1.000
    SO3               1.000                               1.000    1.000
    DM1               1.000                               1.000    1.000
    DM2               1.000                               1.000    1.000
    DM3               1.000                               1.000    1.000
    DP1               1.000                               1.000    1.000
    DP2               1.000                               1.000    1.000
    DP3               1.000                               1.000    1.000
    DG1               1.000                               1.000    1.000
    DG2               1.000                               1.000    1.000
    DG3               1.000                               1.000    1.000
# note , the permuteMeasEq takes a LONG time to run, recommend to go get coffee
out.config <- permuteMeasEq(nPermute = nPerm, con = fit.config, AFIs = myAFIs, showProgress = F)
summary(out.config)
Omnibus p value based on parametric chi-squared difference test:

Chisq diff    Df diff Pr(>Chisq) 
  9501.703    372.000      0.000 


Omnibus p values based on nonparametric permutation method: 

             AFI.Difference p.value
chisq              6733.085   0.011
chisq.scaled       9501.703   0.055
cfi                   0.987   0.697
cfi.scaled            0.914   0.989
rmsea                 0.118   0.011
rmsea.scaled          0.141   0.055
srmr                  0.067   0.046
# the code below takes the output from the permutation test and creates a
# concise plot from which to visualize the results.
perm.dat <- out.config@AFI.dist
obs.fit <- data.frame(fit.obs = out.config@AFI.obs, index = myAFIs)
perm.dat2 <- perm.dat %>%
    pivot_longer(cols = everything(), names_to = "index", values_to = "fit") %>%
    left_join(obs.fit)
Joining, by = "index"
ggplot(perm.dat2, aes(x = fit)) + geom_histogram(aes(y = ..density..), position = "identity",
    fill = "white", color = "black") + geom_density(color = "grey10") + geom_vline(aes(xintercept = fit.obs,
    linetype = "Observed Fit"), color = "red") + facet_wrap(. ~ index, scales = "free") +
    scale_linetype_manual(values = c(`Observed Fit` = "dashed"), name = NULL) + labs(x = NULL,
    title = "Permutation Distributions") + theme_bw() + theme(panel.grid = element_blank(),
    legend.position = c(0.9, 0.1), axis.text = element_text(size = 5))
`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

p <- perm.dat2 %>%
    filter(index %in% c("chisq.scaled", "cfi.scaled", "rmsea.scaled", "srmr")) %>%
    ggplot(aes(x = fit)) + geom_histogram(aes(y = ..density..), position = "identity",
    fill = "white", color = "black") + geom_density(color = "grey10") + geom_vline(aes(xintercept = fit.obs,
    linetype = "Observed Fit"), color = "red") + facet_wrap(. ~ index, scales = "free",
    nrow = 1) + scale_linetype_manual(values = c(`Observed Fit` = "dashed"), name = NULL) +
    labs(x = NULL, title = NULL) + theme_classic() + theme(panel.grid = element_blank(),
    legend.position = "none", axis.text = element_text(size = 5))
p
`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

ggsave("permutations.pdf", p, width = 7.5, height = 2.5, units = "in")
`stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

The results are promising, and give some evidence that the factor structure is likely invariant across waves. The distributions for the scaled-CFI and RMSEA are troublesome, pointing to potential variance in the structure due to the high value of the observed fit index relative to the permutation distribution. I would like the distributions too all similar to the CFI distribution where the observed fit value is nearly in the center of permutation distribution.

Next, the model above is re-estimated using the “wide” format approach that incorporate the lag covariance between same-item residuals.

fit.config.wide <- cfa(model = configural.model.wide, data = analysis.dat.wide, ordered = T)
summary(fit.config.wide, standardized = T, fit.measures = T)
lavaan 0.6-12 ended normally after 83 iterations

  Estimator                                       DWLS
  Optimization method                           NLMINB
  Number of model parameters                       330

  Number of observations                          1235

Model Test User Model:
                                              Standard      Robust
  Test Statistic                              8243.434    8515.927
  Degrees of freedom                               783         783
  P-value (Chi-square)                           0.000       0.000
  Scaling correction factor                                  1.020
  Shift parameter                                          436.287
    simple second-order correction                                

Model Test Baseline Model:

  Test statistic                            611392.010   90588.712
  Degrees of freedom                               861         861
  P-value                                        0.000       0.000
  Scaling correction factor                                  6.804

User Model versus Baseline Model:

  Comparative Fit Index (CFI)                    0.988       0.914
  Tucker-Lewis Index (TLI)                       0.987       0.905
                                                                  
  Robust Comparative Fit Index (CFI)                            NA
  Robust Tucker-Lewis Index (TLI)                               NA

Root Mean Square Error of Approximation:

  RMSEA                                          0.088       0.089
  90 Percent confidence interval - lower         0.086       0.088
  90 Percent confidence interval - upper         0.090       0.091
  P-value RMSEA <= 0.05                          0.000       0.000
                                                                  
  Robust RMSEA                                                  NA
  90 Percent confidence interval - lower                        NA
  90 Percent confidence interval - upper                        NA

Standardized Root Mean Square Residual:

  SRMR                                           0.056       0.056

Parameter Estimates:

  Standard errors                           Robust.sem
  Information                                 Expected
  Information saturated (h1) model        Unstructured

Latent Variables:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C1 =~                                                                 
    CG1_1             0.848    0.009   89.514    0.000    0.848    0.848
    CG2_1             0.844    0.009   92.041    0.000    0.844    0.844
    CG3_1             0.785    0.012   63.279    0.000    0.785    0.785
    CI1_1             0.907    0.009   95.948    0.000    0.907    0.907
    CI2_1             0.647    0.019   33.511    0.000    0.647    0.647
    CI3_1             0.766    0.015   49.446    0.000    0.766    0.766
  S1 =~                                                                 
    SS1_1             0.804    0.012   64.832    0.000    0.804    0.804
    SS2_1             0.686    0.017   41.273    0.000    0.686    0.686
    SS3_1             0.888    0.010   89.061    0.000    0.888    0.888
    SO1_1             0.649    0.019   34.574    0.000    0.649    0.649
    SO2_1             0.737    0.015   49.401    0.000    0.737    0.737
    SO3_1             0.703    0.016   43.276    0.000    0.703    0.703
  D1 =~                                                                 
    DM1_1             0.762    0.014   53.622    0.000    0.762    0.762
    DM2_1             0.831    0.010   85.945    0.000    0.831    0.831
    DM3_1             0.877    0.007  118.853    0.000    0.877    0.877
    DP1_1             0.908    0.007  129.919    0.000    0.908    0.908
    DP2_1             0.855    0.010   86.085    0.000    0.855    0.855
    DP3_1             0.706    0.015   46.344    0.000    0.706    0.706
    DG1_1             0.756    0.013   56.320    0.000    0.756    0.756
    DG2_1             0.694    0.016   44.030    0.000    0.694    0.694
    DG3_1             0.664    0.016   40.559    0.000    0.664    0.664
  C2 =~                                                                 
    CG1_2             0.891    0.007  120.507    0.000    0.891    0.891
    CG2_2             0.896    0.007  124.372    0.000    0.896    0.896
    CG3_2             0.804    0.011   71.029    0.000    0.804    0.804
    CI1_2             0.928    0.007  130.083    0.000    0.928    0.928
    CI2_2             0.698    0.017   40.348    0.000    0.698    0.698
    CI3_2             0.780    0.014   57.472    0.000    0.780    0.780
  S2 =~                                                                 
    SS1_2             0.807    0.012   69.637    0.000    0.807    0.807
    SS2_2             0.727    0.015   48.410    0.000    0.727    0.727
    SS3_2             0.900    0.009  101.196    0.000    0.900    0.900
    SO1_2             0.656    0.017   38.928    0.000    0.656    0.656
    SO2_2             0.753    0.013   56.709    0.000    0.753    0.753
    SO3_2             0.755    0.013   56.483    0.000    0.755    0.755
  D2 =~                                                                 
    DM1_2             0.825    0.011   78.227    0.000    0.825    0.825
    DM2_2             0.867    0.008  111.176    0.000    0.867    0.867
    DM3_2             0.903    0.006  154.294    0.000    0.903    0.903
    DP1_2             0.905    0.006  147.876    0.000    0.905    0.905
    DP2_2             0.880    0.008  111.449    0.000    0.880    0.880
    DP3_2             0.758    0.012   61.823    0.000    0.758    0.758
    DG1_2             0.796    0.011   70.300    0.000    0.796    0.796
    DG2_2             0.723    0.014   52.342    0.000    0.723    0.723
    DG3_2             0.713    0.014   49.384    0.000    0.713    0.713

Covariances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C1 ~~                                                                 
    S1                0.746    0.013   58.340    0.000    0.746    0.746
    D1                0.704    0.013   52.707    0.000    0.704    0.704
  S1 ~~                                                                 
    D1                0.785    0.012   65.027    0.000    0.785    0.785
  C2 ~~                                                                 
    S2                0.759    0.013   59.627    0.000    0.759    0.759
    D2                0.757    0.011   67.074    0.000    0.757    0.757
  S2 ~~                                                                 
    D2                0.827    0.009   92.144    0.000    0.827    0.827
  C1 ~~                                                                 
    C2                0.665    0.017   39.981    0.000    0.665    0.665
    S2                0.565    0.020   28.800    0.000    0.565    0.565
    D2                0.551    0.019   29.157    0.000    0.551    0.551
  S1 ~~                                                                 
    C2                0.547    0.020   26.682    0.000    0.547    0.547
    S2                0.710    0.015   46.284    0.000    0.710    0.710
    D2                0.587    0.019   30.990    0.000    0.587    0.587
  D1 ~~                                                                 
    C2                0.543    0.019   28.109    0.000    0.543    0.543
    S2                0.622    0.018   35.345    0.000    0.622    0.622
    D2                0.667    0.015   43.188    0.000    0.667    0.667
 .CG1_1 ~~                                                              
   .CG1_2             0.087    0.010    8.738    0.000    0.087    0.364
 .CG2_1 ~~                                                              
   .CG2_2             0.054    0.011    5.046    0.000    0.054    0.225
 .CG3_1 ~~                                                              
   .CG3_2             0.107    0.012    9.322    0.000    0.107    0.292
 .CI1_1 ~~                                                              
   .CI1_2             0.045    0.010    4.653    0.000    0.045    0.287
 .CI2_1 ~~                                                              
   .CI2_2             0.172    0.016   10.602    0.000    0.172    0.315
 .CI3_1 ~~                                                              
   .CI3_2             0.150    0.014   10.384    0.000    0.150    0.374
 .SS1_1 ~~                                                              
   .SS1_2             0.137    0.013   10.564    0.000    0.137    0.391
 .SS2_1 ~~                                                              
   .SS2_2             0.220    0.016   13.922    0.000    0.220    0.440
 .SS3_1 ~~                                                              
   .SS3_2             0.016    0.011    1.488    0.137    0.016    0.080
 .SO1_1 ~~                                                              
   .SO1_2             0.190    0.018   10.731    0.000    0.190    0.330
 .SO2_1 ~~                                                              
   .SO2_2             0.199    0.014   14.101    0.000    0.199    0.448
 .SO3_1 ~~                                                              
   .SO3_2             0.209    0.016   12.747    0.000    0.209    0.448
 .DM1_1 ~~                                                              
   .DM1_2             0.145    0.014   10.421    0.000    0.145    0.395
 .DM2_1 ~~                                                              
   .DM2_2             0.082    0.013    6.310    0.000    0.082    0.297
 .DM3_1 ~~                                                              
   .DM3_2             0.030    0.012    2.595    0.009    0.030    0.147
 .DP1_1 ~~                                                              
   .DP1_2             0.015    0.010    1.526    0.127    0.015    0.085
 .DP2_1 ~~                                                              
   .DP2_2             0.079    0.011    7.252    0.000    0.079    0.321
 .DP3_1 ~~                                                              
   .DP3_2             0.156    0.016    9.533    0.000    0.156    0.338
 .DG1_1 ~~                                                              
   .DG1_2             0.171    0.015   11.392    0.000    0.171    0.431
 .DG2_1 ~~                                                              
   .DG2_2             0.192    0.017   11.346    0.000    0.192    0.386
 .DG3_1 ~~                                                              
   .DG3_2             0.197    0.019   10.449    0.000    0.197    0.376

Intercepts:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
   .CG1_1             0.000                               0.000    0.000
   .CG2_1             0.000                               0.000    0.000
   .CG3_1             0.000                               0.000    0.000
   .CI1_1             0.000                               0.000    0.000
   .CI2_1             0.000                               0.000    0.000
   .CI3_1             0.000                               0.000    0.000
   .SS1_1             0.000                               0.000    0.000
   .SS2_1             0.000                               0.000    0.000
   .SS3_1             0.000                               0.000    0.000
   .SO1_1             0.000                               0.000    0.000
   .SO2_1             0.000                               0.000    0.000
   .SO3_1             0.000                               0.000    0.000
   .DM1_1             0.000                               0.000    0.000
   .DM2_1             0.000                               0.000    0.000
   .DM3_1             0.000                               0.000    0.000
   .DP1_1             0.000                               0.000    0.000
   .DP2_1             0.000                               0.000    0.000
   .DP3_1             0.000                               0.000    0.000
   .DG1_1             0.000                               0.000    0.000
   .DG2_1             0.000                               0.000    0.000
   .DG3_1             0.000                               0.000    0.000
   .CG1_2             0.000                               0.000    0.000
   .CG2_2             0.000                               0.000    0.000
   .CG3_2             0.000                               0.000    0.000
   .CI1_2             0.000                               0.000    0.000
   .CI2_2             0.000                               0.000    0.000
   .CI3_2             0.000                               0.000    0.000
   .SS1_2             0.000                               0.000    0.000
   .SS2_2             0.000                               0.000    0.000
   .SS3_2             0.000                               0.000    0.000
   .SO1_2             0.000                               0.000    0.000
   .SO2_2             0.000                               0.000    0.000
   .SO3_2             0.000                               0.000    0.000
   .DM1_2             0.000                               0.000    0.000
   .DM2_2             0.000                               0.000    0.000
   .DM3_2             0.000                               0.000    0.000
   .DP1_2             0.000                               0.000    0.000
   .DP2_2             0.000                               0.000    0.000
   .DP3_2             0.000                               0.000    0.000
   .DG1_2             0.000                               0.000    0.000
   .DG2_2             0.000                               0.000    0.000
   .DG3_2             0.000                               0.000    0.000
    C1                0.000                               0.000    0.000
    S1                0.000                               0.000    0.000
    D1                0.000                               0.000    0.000
    C2                0.000                               0.000    0.000
    S2                0.000                               0.000    0.000
    D2                0.000                               0.000    0.000

Thresholds:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1_1|t1         -1.332    0.050  -26.671    0.000   -1.332   -1.332
    CG1_1|t2         -0.580    0.038  -15.283    0.000   -0.580   -0.580
    CG1_1|t3         -0.291    0.036   -8.038    0.000   -0.291   -0.291
    CG1_1|t4          0.397    0.037   10.807    0.000    0.397    0.397
    CG1_1|t5          1.027    0.043   23.644    0.000    1.027    1.027
    CG1_1|t6          1.745    0.064   27.066    0.000    1.745    1.745
    CG2_1|t1         -1.455    0.053  -27.225    0.000   -1.455   -1.455
    CG2_1|t2         -0.629    0.038  -16.388    0.000   -0.629   -0.629
    CG2_1|t3         -0.283    0.036   -7.812    0.000   -0.283   -0.283
    CG2_1|t4          0.364    0.037    9.961    0.000    0.364    0.364
    CG2_1|t5          1.055    0.044   24.018    0.000    1.055    1.055
    CG2_1|t6          1.784    0.066   26.902    0.000    1.784    1.784
    CG3_1|t1         -1.918    0.074  -26.092    0.000   -1.918   -1.918
    CG3_1|t2         -1.125    0.045  -24.870    0.000   -1.125   -1.125
    CG3_1|t3         -0.739    0.039  -18.730    0.000   -0.739   -0.739
    CG3_1|t4         -0.137    0.036   -3.839    0.000   -0.137   -0.137
    CG3_1|t5          0.692    0.039   17.756    0.000    0.692    0.692
    CG3_1|t6          1.598    0.058   27.394    0.000    1.598    1.598
    CI1_1|t1         -1.503    0.055  -27.338    0.000   -1.503   -1.503
    CI1_1|t2         -0.807    0.040  -20.063    0.000   -0.807   -0.807
    CI1_1|t3         -0.414    0.037  -11.258    0.000   -0.414   -0.414
    CI1_1|t4          0.164    0.036    4.578    0.000    0.164    0.164
    CI1_1|t5          0.807    0.040   20.063    0.000    0.807    0.807
    CI1_1|t6          1.683    0.062   27.263    0.000    1.683    1.683
    CI2_1|t1         -2.204    0.094  -23.369    0.000   -2.204   -2.204
    CI2_1|t2         -1.542    0.056  -27.387    0.000   -1.542   -1.542
    CI2_1|t3         -1.017    0.043  -23.502    0.000   -1.017   -1.017
    CI2_1|t4         -0.496    0.037  -13.279    0.000   -0.496   -0.496
    CI2_1|t5          0.432    0.037   11.708    0.000    0.432    0.432
    CI2_1|t6          1.576    0.058   27.400    0.000    1.576    1.576
    CI3_1|t1         -2.017    0.080  -25.293    0.000   -2.017   -2.017
    CI3_1|t2         -1.222    0.047  -25.850    0.000   -1.222   -1.222
    CI3_1|t3         -0.796    0.040  -19.851    0.000   -0.796   -0.796
    CI3_1|t4         -0.185    0.036   -5.146    0.000   -0.185   -0.185
    CI3_1|t5          0.542    0.038   14.395    0.000    0.542    0.542
    CI3_1|t6          1.357    0.051   26.815    0.000    1.357    1.357
    SS1_1|t1         -1.774    0.066  -26.947    0.000   -1.774   -1.774
    SS1_1|t2         -1.080    0.044  -24.339    0.000   -1.080   -1.080
    SS1_1|t3         -0.580    0.038  -15.283    0.000   -0.580   -0.580
    SS1_1|t4          0.011    0.036    0.313    0.754    0.011    0.011
    SS1_1|t5          0.731    0.039   18.568    0.000    0.731    0.731
    SS1_1|t6          1.620    0.059   27.377    0.000    1.620    1.620
    SS2_1|t1         -1.847    0.070  -26.566    0.000   -1.847   -1.847
    SS2_1|t2         -1.362    0.051  -26.842    0.000   -1.362   -1.362
    SS2_1|t3         -0.913    0.042  -21.927    0.000   -0.913   -0.913
    SS2_1|t4         -0.325    0.036   -8.944    0.000   -0.325   -0.325
    SS2_1|t5          0.251    0.036    6.962    0.000    0.251    0.251
    SS2_1|t6          1.160    0.046   25.252    0.000    1.160    1.160
    SS3_1|t1         -1.709    0.063  -27.191    0.000   -1.709   -1.709
    SS3_1|t2         -0.889    0.041  -21.519    0.000   -0.889   -0.889
    SS3_1|t3         -0.401    0.037  -10.920    0.000   -0.401   -0.401
    SS3_1|t4          0.185    0.036    5.146    0.000    0.185    0.185
    SS3_1|t5          0.816    0.040   20.221    0.000    0.816    0.816
    SS3_1|t6          1.598    0.058   27.394    0.000    1.598    1.598
    SO1_1|t1         -2.032    0.081  -25.150    0.000   -2.032   -2.032
    SO1_1|t2         -1.377    0.051  -26.921    0.000   -1.377   -1.377
    SO1_1|t3         -0.922    0.042  -22.078    0.000   -0.922   -0.922
    SO1_1|t4         -0.212    0.036   -5.884    0.000   -0.212   -0.212
    SO1_1|t5          0.526    0.038   14.005    0.000    0.526    0.526
    SO1_1|t6          1.651    0.060   27.333    0.000    1.651    1.651
    SO2_1|t1         -1.598    0.058  -27.394    0.000   -1.598   -1.598
    SO2_1|t2         -0.889    0.041  -21.519    0.000   -0.889   -0.889
    SO2_1|t3         -0.310    0.036   -8.548    0.000   -0.310   -0.310
    SO2_1|t4          0.235    0.036    6.508    0.000    0.235    0.235
    SO2_1|t5          1.007    0.043   23.358    0.000    1.007    1.007
    SO2_1|t6          1.893    0.072   26.268    0.000    1.893    1.893
    SO3_1|t1         -1.542    0.056  -27.387    0.000   -1.542   -1.542
    SO3_1|t2         -0.796    0.040  -19.851    0.000   -0.796   -0.796
    SO3_1|t3         -0.291    0.036   -8.038    0.000   -0.291   -0.291
    SO3_1|t4          0.395    0.037   10.751    0.000    0.395    0.395
    SO3_1|t5          1.140    0.046   25.042    0.000    1.140    1.140
    SO3_1|t6          2.140    0.089   24.083    0.000    2.140    2.140
    DM1_1|t1         -1.479    0.054  -27.288    0.000   -1.479   -1.479
    DM1_1|t2         -0.734    0.039  -18.622    0.000   -0.734   -0.734
    DM1_1|t3         -0.362    0.037   -9.905    0.000   -0.362   -0.362
    DM1_1|t4          0.480    0.037   12.887    0.000    0.480    0.480
    DM1_1|t5          1.180    0.046   25.457    0.000    1.180    1.180
    DM1_1|t6          1.906    0.073   26.182    0.000    1.906    1.906
    DM2_1|t1         -1.449    0.053  -27.207    0.000   -1.449   -1.449
    DM2_1|t2         -0.736    0.039  -18.676    0.000   -0.736   -0.736
    DM2_1|t3         -0.349    0.036   -9.566    0.000   -0.349   -0.349
    DM2_1|t4          0.109    0.036    3.043    0.002    0.109    0.109
    DM2_1|t5          0.785    0.040   19.639    0.000    0.785    0.785
    DM2_1|t6          1.522    0.056   27.367    0.000    1.522    1.522
    DM3_1|t1         -1.643    0.060  -27.346    0.000   -1.643   -1.643
    DM3_1|t2         -0.898    0.041  -21.673    0.000   -0.898   -0.898
    DM3_1|t3         -0.484    0.037  -12.999    0.000   -0.484   -0.484
    DM3_1|t4         -0.056    0.036   -1.564    0.118   -0.056   -0.056
    DM3_1|t5          0.661    0.039   17.101    0.000    0.661    0.661
    DM3_1|t6          1.479    0.054   27.288    0.000    1.479    1.479
    DP1_1|t1         -1.825    0.068  -26.691    0.000   -1.825   -1.825
    DP1_1|t2         -1.188    0.047  -25.538    0.000   -1.188   -1.188
    DP1_1|t3         -0.793    0.040  -19.798    0.000   -0.793   -0.793
    DP1_1|t4         -0.362    0.037   -9.905    0.000   -0.362   -0.362
    DP1_1|t5          0.512    0.037   13.670    0.000    0.512    0.512
    DP1_1|t6          1.415    0.052   27.088    0.000    1.415    1.415
    DP2_1|t1         -1.659    0.061  -27.318    0.000   -1.659   -1.659
    DP2_1|t2         -0.904    0.042  -21.774    0.000   -0.904   -0.904
    DP2_1|t3         -0.486    0.037  -13.055    0.000   -0.486   -0.486
    DP2_1|t4          0.015    0.036    0.427    0.670    0.015    0.015
    DP2_1|t5          0.723    0.039   18.406    0.000    0.723    0.723
    DP2_1|t6          1.612    0.059   27.384    0.000    1.612    1.612
    DP3_1|t1         -2.181    0.092  -23.624    0.000   -2.181   -2.181
    DP3_1|t2         -1.598    0.058  -27.394    0.000   -1.598   -1.598
    DP3_1|t3         -1.180    0.046  -25.457    0.000   -1.180   -1.180
    DP3_1|t4         -0.514    0.037  -13.726    0.000   -0.514   -0.514
    DP3_1|t5          0.249    0.036    6.905    0.000    0.249    0.249
    DP3_1|t6          1.332    0.050   26.671    0.000    1.332    1.332
    DG1_1|t1         -2.001    0.079  -25.427    0.000   -2.001   -2.001
    DG1_1|t2         -1.217    0.047  -25.811    0.000   -1.217   -1.217
    DG1_1|t3         -0.666    0.039  -17.211    0.000   -0.666   -0.666
    DG1_1|t4         -0.247    0.036   -6.848    0.000   -0.247   -0.247
    DG1_1|t5          0.561    0.038   14.840    0.000    0.561    0.561
    DG1_1|t6          1.383    0.051   26.947    0.000    1.383    1.383
    DG2_1|t1         -2.443    0.120  -20.371    0.000   -2.443   -2.443
    DG2_1|t2         -1.736    0.064  -27.101    0.000   -1.736   -1.736
    DG2_1|t3         -1.342    0.050  -26.730    0.000   -1.342   -1.342
    DG2_1|t4         -0.895    0.041  -21.622    0.000   -0.895   -0.895
    DG2_1|t5         -0.080    0.036   -2.247    0.025   -0.080   -0.080
    DG2_1|t6          0.892    0.041   21.571    0.000    0.892    0.892
    DG3_1|t1         -2.160    0.091  -23.861    0.000   -2.160   -2.160
    DG3_1|t2         -1.485    0.054  -27.302    0.000   -1.485   -1.485
    DG3_1|t3         -1.017    0.043  -23.502    0.000   -1.017   -1.017
    DG3_1|t4         -0.619    0.038  -16.168    0.000   -0.619   -0.619
    DG3_1|t5          0.201    0.036    5.600    0.000    0.201    0.201
    DG3_1|t6          1.023    0.043   23.597    0.000    1.023    1.023
    CG1_2|t1         -1.307    0.049  -26.517    0.000   -1.307   -1.307
    CG1_2|t2         -0.489    0.037  -13.111    0.000   -0.489   -0.489
    CG1_2|t3         -0.121    0.036   -3.384    0.001   -0.121   -0.121
    CG1_2|t4          0.368    0.037   10.074    0.000    0.368    0.368
    CG1_2|t5          1.080    0.044   24.339    0.000    1.080    1.080
    CG1_2|t6          1.858    0.070   26.498    0.000    1.858    1.858
    CG2_2|t1         -1.312    0.049  -26.548    0.000   -1.312   -1.312
    CG2_2|t2         -0.526    0.038  -14.005    0.000   -0.526   -0.526
    CG2_2|t3         -0.148    0.036   -4.123    0.000   -0.148   -0.148
    CG2_2|t4          0.428    0.037   11.596    0.000    0.428    0.428
    CG2_2|t5          1.140    0.046   25.042    0.000    1.140    1.140
    CG2_2|t6          1.870    0.071   26.425    0.000    1.870    1.870
    CG3_2|t1         -1.709    0.063  -27.191    0.000   -1.709   -1.709
    CG3_2|t2         -0.980    0.043  -22.971    0.000   -0.980   -0.980
    CG3_2|t3         -0.611    0.038  -16.002    0.000   -0.611   -0.611
    CG3_2|t4         -0.084    0.036   -2.361    0.018   -0.084   -0.084
    CG3_2|t5          0.755    0.040   19.052    0.000    0.755    0.755
    CG3_2|t6          1.620    0.059   27.377    0.000    1.620    1.620
    CI1_2|t1         -1.455    0.053  -27.225    0.000   -1.455   -1.455
    CI1_2|t2         -0.755    0.040  -19.052    0.000   -0.755   -0.755
    CI1_2|t3         -0.298    0.036   -8.208    0.000   -0.298   -0.298
    CI1_2|t4          0.193    0.036    5.373    0.000    0.193    0.193
    CI1_2|t5          0.883    0.041   21.417    0.000    0.883    0.883
    CI1_2|t6          1.718    0.063   27.164    0.000    1.718    1.718
    CI2_2|t1         -2.066    0.083  -24.837    0.000   -2.066   -2.066
    CI2_2|t2         -1.461    0.054  -27.242    0.000   -1.461   -1.461
    CI2_2|t3         -1.027    0.043  -23.644    0.000   -1.027   -1.027
    CI2_2|t4         -0.516    0.037  -13.781    0.000   -0.516   -0.516
    CI2_2|t5          0.480    0.037   12.887    0.000    0.480    0.480
    CI2_2|t6          1.675    0.061   27.283    0.000    1.675    1.675
    CI3_2|t1         -1.814    0.068  -26.749    0.000   -1.814   -1.814
    CI3_2|t2         -1.156    0.046  -25.210    0.000   -1.156   -1.156
    CI3_2|t3         -0.728    0.039  -18.514    0.000   -0.728   -0.728
    CI3_2|t4         -0.176    0.036   -4.918    0.000   -0.176   -0.176
    CI3_2|t5          0.597    0.038   15.671    0.000    0.597    0.597
    CI3_2|t6          1.485    0.054   27.302    0.000    1.485    1.485
    SS1_2|t1         -1.683    0.062  -27.263    0.000   -1.683   -1.683
    SS1_2|t2         -0.932    0.042  -22.229    0.000   -0.932   -0.932
    SS1_2|t3         -0.379    0.037  -10.356    0.000   -0.379   -0.379
    SS1_2|t4          0.129    0.036    3.611    0.000    0.129    0.129
    SS1_2|t5          0.845    0.041   20.745    0.000    0.845    0.845
    SS1_2|t6          1.700    0.062   27.217    0.000    1.700    1.700
    SS2_2|t1         -1.881    0.071  -26.349    0.000   -1.881   -1.881
    SS2_2|t2         -1.372    0.051  -26.896    0.000   -1.372   -1.372
    SS2_2|t3         -0.839    0.041  -20.640    0.000   -0.839   -0.839
    SS2_2|t4         -0.230    0.036   -6.395    0.000   -0.230   -0.230
    SS2_2|t5          0.417    0.037   11.314    0.000    0.417    0.417
    SS2_2|t6          1.312    0.049   26.548    0.000    1.312    1.312
    SS3_2|t1         -1.627    0.059  -27.368    0.000   -1.627   -1.627
    SS3_2|t2         -0.810    0.040  -20.116    0.000   -0.810   -0.810
    SS3_2|t3         -0.276    0.036   -7.642    0.000   -0.276   -0.276
    SS3_2|t4          0.300    0.036    8.265    0.000    0.300    0.300
    SS3_2|t5          0.957    0.042   22.627    0.000    0.957    0.957
    SS3_2|t6          1.667    0.061   27.302    0.000    1.667    1.667
    SO1_2|t1         -2.083    0.084  -24.666    0.000   -2.083   -2.083
    SO1_2|t2         -1.317    0.050  -26.580    0.000   -1.317   -1.317
    SO1_2|t3         -0.847    0.041  -20.797    0.000   -0.847   -0.847
    SO1_2|t4         -0.179    0.036   -4.975    0.000   -0.179   -0.179
    SO1_2|t5          0.554    0.038   14.673    0.000    0.554    0.554
    SO1_2|t6          1.605    0.059   27.390    0.000    1.605    1.605
    SO2_2|t1         -1.497    0.055  -27.327    0.000   -1.497   -1.497
    SO2_2|t2         -0.793    0.040  -19.798    0.000   -0.793   -0.793
    SO2_2|t3         -0.241    0.036   -6.678    0.000   -0.241   -0.241
    SO2_2|t4          0.247    0.036    6.848    0.000    0.247    0.247
    SO2_2|t5          0.987    0.043   23.069    0.000    0.987    0.987
    SO2_2|t6          1.893    0.072   26.268    0.000    1.893    1.893
    SO3_2|t1         -1.461    0.054  -27.242    0.000   -1.461   -1.461
    SO3_2|t2         -0.692    0.039  -17.756    0.000   -0.692   -0.692
    SO3_2|t3         -0.197    0.036   -5.486    0.000   -0.197   -0.197
    SO3_2|t4          0.419    0.037   11.370    0.000    0.419    0.419
    SO3_2|t5          1.132    0.045   24.956    0.000    1.132    1.132
    SO3_2|t6          2.083    0.084   24.666    0.000    2.083    2.083
    DM1_2|t1         -1.293    0.049  -26.419    0.000   -1.293   -1.293
    DM1_2|t2         -0.604    0.038  -15.837    0.000   -0.604   -0.604
    DM1_2|t3         -0.201    0.036   -5.600    0.000   -0.201   -0.201
    DM1_2|t4          0.554    0.038   14.673    0.000    0.554    0.554
    DM1_2|t5          1.222    0.047   25.850    0.000    1.222    1.222
    DM1_2|t6          1.893    0.072   26.268    0.000    1.893    1.893
    DM2_2|t1         -1.357    0.051  -26.815    0.000   -1.357   -1.357
    DM2_2|t2         -0.659    0.039  -17.047    0.000   -0.659   -0.659
    DM2_2|t3         -0.214    0.036   -5.941    0.000   -0.214   -0.214
    DM2_2|t4          0.245    0.036    6.792    0.000    0.245    0.245
    DM2_2|t5          0.919    0.042   22.028    0.000    0.919    0.919
    DM2_2|t6          1.659    0.061   27.318    0.000    1.659    1.659
    DM3_2|t1         -1.455    0.053  -27.225    0.000   -1.455   -1.455
    DM3_2|t2         -0.744    0.040  -18.837    0.000   -0.744   -0.744
    DM3_2|t3         -0.384    0.037  -10.469    0.000   -0.384   -0.384
    DM3_2|t4          0.036    0.036    0.996    0.319    0.036    0.036
    DM3_2|t5          0.774    0.040   19.426    0.000    0.774    0.774
    DM3_2|t6          1.620    0.059   27.377    0.000    1.620    1.620
    DP1_2|t1         -1.651    0.060  -27.333    0.000   -1.651   -1.651
    DP1_2|t2         -1.051    0.044  -23.972    0.000   -1.051   -1.051
    DP1_2|t3         -0.676    0.039  -17.429    0.000   -0.676   -0.676
    DP1_2|t4         -0.230    0.036   -6.395    0.000   -0.230   -0.230
    DP1_2|t5          0.580    0.038   15.283    0.000    0.580    0.580
    DP1_2|t6          1.562    0.057   27.399    0.000    1.562    1.562
    DP2_2|t1         -1.479    0.054  -27.288    0.000   -1.479   -1.479
    DP2_2|t2         -0.822    0.040  -20.326    0.000   -0.822   -0.822
    DP2_2|t3         -0.353    0.036   -9.679    0.000   -0.353   -0.353
    DP2_2|t4          0.131    0.036    3.668    0.000    0.131    0.131
    DP2_2|t5          0.799    0.040   19.904    0.000    0.799    0.799
    DP2_2|t6          1.700    0.062   27.217    0.000    1.700    1.700
    DP3_2|t1         -2.001    0.079  -25.427    0.000   -2.001   -2.001
    DP3_2|t2         -1.455    0.053  -27.225    0.000   -1.455   -1.455
    DP3_2|t3         -1.080    0.044  -24.339    0.000   -1.080   -1.080
    DP3_2|t4         -0.477    0.037  -12.831    0.000   -0.477   -0.477
    DP3_2|t5          0.375    0.037   10.243    0.000    0.375    0.375
    DP3_2|t6          1.388    0.051   26.972    0.000    1.388    1.388
    DG1_2|t1         -1.774    0.066  -26.947    0.000   -1.774   -1.774
    DG1_2|t2         -1.110    0.045  -24.696    0.000   -1.110   -1.110
    DG1_2|t3         -0.626    0.038  -16.333    0.000   -0.626   -0.626
    DG1_2|t4         -0.241    0.036   -6.678    0.000   -0.241   -0.241
    DG1_2|t5          0.549    0.038   14.562    0.000    0.549    0.549
    DG1_2|t6          1.420    0.052   27.109    0.000    1.420    1.420
    DG2_2|t1         -2.032    0.081  -25.150    0.000   -2.032   -2.032
    DG2_2|t2         -1.569    0.057  -27.400    0.000   -1.569   -1.569
    DG2_2|t3         -1.196    0.047  -25.617    0.000   -1.196   -1.196
    DG2_2|t4         -0.788    0.040  -19.692    0.000   -0.788   -0.788
    DG2_2|t5         -0.027    0.036   -0.768    0.442   -0.027   -0.027
    DG2_2|t6          1.003    0.043   23.310    0.000    1.003    1.003
    DG3_2|t1         -1.958    0.076  -25.788    0.000   -1.958   -1.958
    DG3_2|t2         -1.432    0.053  -27.150    0.000   -1.432   -1.432
    DG3_2|t3         -0.970    0.043  -22.824    0.000   -0.970   -0.970
    DG3_2|t4         -0.621    0.038  -16.223    0.000   -0.621   -0.621
    DG3_2|t5          0.181    0.036    5.032    0.000    0.181    0.181
    DG3_2|t6          1.121    0.045   24.827    0.000    1.121    1.121

Variances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    C1                1.000                               1.000    1.000
    S1                1.000                               1.000    1.000
    D1                1.000                               1.000    1.000
    C2                1.000                               1.000    1.000
    S2                1.000                               1.000    1.000
    D2                1.000                               1.000    1.000
   .CG1_1             0.280                               0.280    0.280
   .CG2_1             0.288                               0.288    0.288
   .CG3_1             0.383                               0.383    0.383
   .CI1_1             0.178                               0.178    0.178
   .CI2_1             0.581                               0.581    0.581
   .CI3_1             0.413                               0.413    0.413
   .SS1_1             0.354                               0.354    0.354
   .SS2_1             0.529                               0.529    0.529
   .SS3_1             0.211                               0.211    0.211
   .SO1_1             0.579                               0.579    0.579
   .SO2_1             0.456                               0.456    0.456
   .SO3_1             0.505                               0.505    0.505
   .DM1_1             0.419                               0.419    0.419
   .DM2_1             0.310                               0.310    0.310
   .DM3_1             0.231                               0.231    0.231
   .DP1_1             0.176                               0.176    0.176
   .DP2_1             0.269                               0.269    0.269
   .DP3_1             0.502                               0.502    0.502
   .DG1_1             0.428                               0.428    0.428
   .DG2_1             0.518                               0.518    0.518
   .DG3_1             0.559                               0.559    0.559
   .CG1_2             0.206                               0.206    0.206
   .CG2_2             0.198                               0.198    0.198
   .CG3_2             0.353                               0.353    0.353
   .CI1_2             0.138                               0.138    0.138
   .CI2_2             0.512                               0.512    0.512
   .CI3_2             0.391                               0.391    0.391
   .SS1_2             0.349                               0.349    0.349
   .SS2_2             0.472                               0.472    0.472
   .SS3_2             0.189                               0.189    0.189
   .SO1_2             0.569                               0.569    0.569
   .SO2_2             0.432                               0.432    0.432
   .SO3_2             0.430                               0.430    0.430
   .DM1_2             0.319                               0.319    0.319
   .DM2_2             0.249                               0.249    0.249
   .DM3_2             0.184                               0.184    0.184
   .DP1_2             0.181                               0.181    0.181
   .DP2_2             0.226                               0.226    0.226
   .DP3_2             0.425                               0.425    0.425
   .DG1_2             0.366                               0.366    0.366
   .DG2_2             0.477                               0.477    0.477
   .DG3_2             0.492                               0.492    0.492

Scales y*:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1_1             1.000                               1.000    1.000
    CG2_1             1.000                               1.000    1.000
    CG3_1             1.000                               1.000    1.000
    CI1_1             1.000                               1.000    1.000
    CI2_1             1.000                               1.000    1.000
    CI3_1             1.000                               1.000    1.000
    SS1_1             1.000                               1.000    1.000
    SS2_1             1.000                               1.000    1.000
    SS3_1             1.000                               1.000    1.000
    SO1_1             1.000                               1.000    1.000
    SO2_1             1.000                               1.000    1.000
    SO3_1             1.000                               1.000    1.000
    DM1_1             1.000                               1.000    1.000
    DM2_1             1.000                               1.000    1.000
    DM3_1             1.000                               1.000    1.000
    DP1_1             1.000                               1.000    1.000
    DP2_1             1.000                               1.000    1.000
    DP3_1             1.000                               1.000    1.000
    DG1_1             1.000                               1.000    1.000
    DG2_1             1.000                               1.000    1.000
    DG3_1             1.000                               1.000    1.000
    CG1_2             1.000                               1.000    1.000
    CG2_2             1.000                               1.000    1.000
    CG3_2             1.000                               1.000    1.000
    CI1_2             1.000                               1.000    1.000
    CI2_2             1.000                               1.000    1.000
    CI3_2             1.000                               1.000    1.000
    SS1_2             1.000                               1.000    1.000
    SS2_2             1.000                               1.000    1.000
    SS3_2             1.000                               1.000    1.000
    SO1_2             1.000                               1.000    1.000
    SO2_2             1.000                               1.000    1.000
    SO3_2             1.000                               1.000    1.000
    DM1_2             1.000                               1.000    1.000
    DM2_2             1.000                               1.000    1.000
    DM3_2             1.000                               1.000    1.000
    DP1_2             1.000                               1.000    1.000
    DP2_2             1.000                               1.000    1.000
    DP3_2             1.000                               1.000    1.000
    DG1_2             1.000                               1.000    1.000
    DG2_2             1.000                               1.000    1.000
    DG3_2             1.000                               1.000    1.000

The estimated parameters are similar between the two specification. We will focus on this latter model specification, but estimate the former (because it is very easy to get) to see if any major differences appear in our conclusions about invariance.

Residuals \[Cor(Observed)-Cor(Model\ Implied)\]

resid.config.out <- lavaan::resid(fit.config.wide, type = "cor")
transform_resid_to_dataframe <- function(x) {
    xcov <- x$cov
    nc <- nr <- nrow(xcov)
    out <- data.frame(matrix(0, nrow = nc * (nr - 1)/2, ncol = 9))
    colnames(out) <- c("Covariance", "Same_Wave", "V1_Wave", "V2_Wave", "V1_Domain",
        "V2_Domain", "V1_Item", "V2_Item", "resid")
    i <- 1
    for (c in 1:nc) {
        for (r in 1:nr) {
            if (c >= r) {
                next
            } else {
                out[i, 1] <- paste0("Cov(", colnames(xcov)[c], ", ", rownames(xcov)[r],
                  ")")
                out[i, 2] <- ifelse(substr(colnames(xcov)[c], 5, 6) == substr(rownames(xcov)[r],
                  5, 6), "Within Wave", "Between Wave")
                out[i, 3] <- as.numeric(substr(colnames(xcov)[c], 5, 6))
                out[i, 4] <- as.numeric(substr(rownames(xcov)[r], 5, 6))
                out[i, 5] <- substr(colnames(xcov)[c], 1, 1)
                out[i, 6] <- substr(rownames(xcov)[r], 1, 1)
                out[i, 7] <- substr(colnames(xcov)[c], 1, 3)
                out[i, 8] <- substr(rownames(xcov)[r], 1, 3)
                out[i, 9] <- xcov[r, c]
                i <- i + 1
            }
        }
    }
    out
}

resid.config <- transform_resid_to_dataframe(resid.config.out) %>%
    mutate(V1_Domain = recode(V1_Domain, C = "Coherence", S = "Significance", D = "Direction"),
        V2_Domain = recode(V2_Domain, C = "Coherence", S = "Significance", D = "Direction"))

resid.config %>%
    arrange(desc(abs(resid))) %>%
    kable(format = "html", digits = 3) %>%
    kable_styling(full_width = T) %>%
    scroll_box(width = "100%", height = "400px")
Covariance Same_Wave V1_Wave V2_Wave V1_Domain V2_Domain V1_Item V2_Item resid
Cov(DM1_2, DG2_2) Within Wave 2 2 Direction Direction DM1 DG2 -0.209
Cov(DG2_2, DG3_2) Within Wave 2 2 Direction Direction DG2 DG3 0.207
Cov(DG2_1, DG3_1) Within Wave 1 1 Direction Direction DG2 DG3 0.195
Cov(DM1_2, DG3_2) Within Wave 2 2 Direction Direction DM1 DG3 -0.189
Cov(DM1_1, DG2_1) Within Wave 1 1 Direction Direction DM1 DG2 -0.176
Cov(SO2_2, SO3_2) Within Wave 2 2 Significance Significance SO2 SO3 0.175
Cov(DM1_2, DP3_2) Within Wave 2 2 Direction Direction DM1 DP3 -0.172
Cov(DM1_1, DP3_1) Within Wave 1 1 Direction Direction DM1 DP3 -0.166
Cov(DM2_1, DG1_1) Within Wave 1 1 Direction Direction DM2 DG1 -0.164
Cov(DM2_2, DG3_2) Within Wave 2 2 Direction Direction DM2 DG3 -0.163
Cov(DM1_2, DG1_2) Within Wave 2 2 Direction Direction DM1 DG1 -0.162
Cov(DM1_1, DG3_1) Within Wave 1 1 Direction Direction DM1 DG3 -0.160
Cov(DG1_1, DG3_1) Within Wave 1 1 Direction Direction DG1 DG3 0.160
Cov(DG1_2, DG3_2) Within Wave 2 2 Direction Direction DG1 DG3 0.159
Cov(DG1_2, DG2_2) Within Wave 2 2 Direction Direction DG1 DG2 0.158
Cov(CG2_2, DG2_2) Within Wave 2 2 Coherence Direction CG2 DG2 -0.158
Cov(CG2_1, DG2_1) Within Wave 1 1 Coherence Direction CG2 DG2 -0.149
Cov(DM2_1, DP3_1) Within Wave 1 1 Direction Direction DM2 DP3 -0.149
Cov(DG1_1, DG2_1) Within Wave 1 1 Direction Direction DG1 DG2 0.149
Cov(DM1_1, DG3_2) Between Wave 1 2 Direction Direction DM1 DG3 -0.145
Cov(CG1_2, DG2_2) Within Wave 2 2 Coherence Direction CG1 DG2 -0.144
Cov(DP3_1, DG1_1) Within Wave 1 1 Direction Direction DP3 DG1 0.137
Cov(CG1_2, CI2_2) Within Wave 2 2 Coherence Coherence CG1 CI2 -0.136
Cov(CG2_1, DG1_1) Within Wave 1 1 Coherence Direction CG2 DG1 -0.135
Cov(CG1_1, DG2_1) Within Wave 1 1 Coherence Direction CG1 DG2 -0.135
Cov(DM3_2, DG3_2) Within Wave 2 2 Direction Direction DM3 DG3 -0.134
Cov(DM1_1, DG1_1) Within Wave 1 1 Direction Direction DM1 DG1 -0.134
Cov(DM2_2, DG1_2) Within Wave 2 2 Direction Direction DM2 DG1 -0.134
Cov(DG3_1, DG1_2) Between Wave 1 2 Direction Direction DG3 DG1 0.134
Cov(SO1_1, SO3_1) Within Wave 1 1 Significance Significance SO1 SO3 0.134
Cov(DG3_1, DG2_2) Between Wave 1 2 Direction Direction DG3 DG2 0.133
Cov(CG1_2, CI3_2) Within Wave 2 2 Coherence Coherence CG1 CI3 -0.131
Cov(CI1_1, DP2_1) Within Wave 1 1 Coherence Direction CI1 DP2 0.131
Cov(DG2_1, DG3_2) Between Wave 1 2 Direction Direction DG2 DG3 0.131
Cov(CG2_1, DP3_1) Within Wave 1 1 Coherence Direction CG2 DP3 -0.130
Cov(DM2_2, DG2_2) Within Wave 2 2 Direction Direction DM2 DG2 -0.130
Cov(DG1_1, DG3_2) Between Wave 1 2 Direction Direction DG1 DG3 0.129
Cov(DP2_2, DG2_2) Within Wave 2 2 Direction Direction DP2 DG2 -0.129
Cov(SO2_1, SO3_1) Within Wave 1 1 Significance Significance SO2 SO3 0.127
Cov(DP3_1, DG2_1) Within Wave 1 1 Direction Direction DP3 DG2 0.125
Cov(CG1_2, SO1_2) Within Wave 2 2 Coherence Significance CG1 SO1 -0.123
Cov(CI2_2, SS2_2) Within Wave 2 2 Coherence Significance CI2 SS2 0.123
Cov(DM2_1, DG3_1) Within Wave 1 1 Direction Direction DM2 DG3 -0.123
Cov(CG2_2, CI3_2) Within Wave 2 2 Coherence Coherence CG2 CI3 -0.122
Cov(CI2_1, SS2_1) Within Wave 1 1 Coherence Significance CI2 SS2 0.121
Cov(DM2_2, DP3_2) Within Wave 2 2 Direction Direction DM2 DP3 -0.119
Cov(CG2_2, DG3_2) Within Wave 2 2 Coherence Direction CG2 DG3 -0.119
Cov(DP3_2, DG1_2) Within Wave 2 2 Direction Direction DP3 DG1 0.118
Cov(CG2_1, CI3_1) Within Wave 1 1 Coherence Coherence CG2 CI3 -0.118
Cov(SO3_1, DM1_1) Within Wave 1 1 Significance Direction SO3 DM1 0.117
Cov(CG2_1, DG3_1) Within Wave 1 1 Coherence Direction CG2 DG3 -0.115
Cov(CG1_2, SO2_2) Within Wave 2 2 Coherence Significance CG1 SO2 -0.114
Cov(DP3_1, DG3_1) Within Wave 1 1 Direction Direction DP3 DG3 0.114
Cov(CG1_1, CG2_1) Within Wave 1 1 Coherence Coherence CG1 CG2 0.114
Cov(CI1_1, CI3_1) Within Wave 1 1 Coherence Coherence CI1 CI3 -0.113
Cov(DM2_1, DG2_1) Within Wave 1 1 Direction Direction DM2 DG2 -0.113
Cov(DM2_1, DM3_1) Within Wave 1 1 Direction Direction DM2 DM3 0.112
Cov(CG1_1, DP3_1) Within Wave 1 1 Coherence Direction CG1 DP3 -0.112
Cov(SS3_2, SO3_2) Within Wave 2 2 Significance Significance SS3 SO3 -0.112
Cov(CI1_2, DP2_2) Within Wave 2 2 Coherence Direction CI1 DP2 0.112
Cov(CG2_2, CI2_2) Within Wave 2 2 Coherence Coherence CG2 CI2 -0.111
Cov(SO2_1, SO3_2) Between Wave 1 2 Significance Significance SO2 SO3 0.111
Cov(CG2_2, DP3_2) Within Wave 2 2 Coherence Direction CG2 DP3 -0.110
Cov(CI1_2, SS3_2) Within Wave 2 2 Coherence Significance CI1 SS3 0.109
Cov(CG2_1, DG2_2) Between Wave 1 2 Coherence Direction CG2 DG2 -0.109
Cov(CG2_2, SO1_2) Within Wave 2 2 Coherence Significance CG2 SO1 -0.109
Cov(CG1_1, DG3_2) Between Wave 1 2 Coherence Direction CG1 DG3 -0.108
Cov(CG1_2, DG3_2) Within Wave 2 2 Coherence Direction CG1 DG3 -0.108
Cov(CG2_2, DG1_2) Within Wave 2 2 Coherence Direction CG2 DG1 -0.107
Cov(CG1_1, DG1_1) Within Wave 1 1 Coherence Direction CG1 DG1 -0.105
Cov(DG2_1, CG2_2) Between Wave 1 2 Direction Coherence DG2 CG2 -0.105
Cov(DM3_1, DG3_1) Within Wave 1 1 Direction Direction DM3 DG3 -0.105
Cov(CG1_2, DP3_2) Within Wave 2 2 Coherence Direction CG1 DP3 -0.104
Cov(CI1_1, DM1_1) Within Wave 1 1 Coherence Direction CI1 DM1 0.103
Cov(CI1_1, DM1_2) Between Wave 1 2 Coherence Direction CI1 DM1 0.103
Cov(DG2_1, DG1_2) Between Wave 1 2 Direction Direction DG2 DG1 0.102
Cov(DM3_2, DG1_2) Within Wave 2 2 Direction Direction DM3 DG1 -0.102
Cov(DM1_1, DP3_2) Between Wave 1 2 Direction Direction DM1 DP3 -0.102
Cov(DP2_1, DG2_1) Within Wave 1 1 Direction Direction DP2 DG2 -0.102
Cov(DG1_1, DP3_2) Between Wave 1 2 Direction Direction DG1 DP3 0.101
Cov(DP2_2, DG3_2) Within Wave 2 2 Direction Direction DP2 DG3 -0.101
Cov(DM1_1, DG2_2) Between Wave 1 2 Direction Direction DM1 DG2 -0.101
Cov(CI2_1, SS1_1) Within Wave 1 1 Coherence Significance CI2 SS1 0.100
Cov(SO1_2, SO3_2) Within Wave 2 2 Significance Significance SO1 SO3 0.100
Cov(DP3_2, DG3_2) Within Wave 2 2 Direction Direction DP3 DG3 0.099
Cov(CG1_1, DG2_2) Between Wave 1 2 Coherence Direction CG1 DG2 -0.099
Cov(DP3_1, DM1_2) Between Wave 1 2 Direction Direction DP3 DM1 -0.099
Cov(CG1_1, DG3_1) Within Wave 1 1 Coherence Direction CG1 DG3 -0.097
Cov(CG2_1, SO1_1) Within Wave 1 1 Coherence Significance CG2 SO1 -0.097
Cov(CG2_2, SO2_2) Within Wave 2 2 Coherence Significance CG2 SO2 -0.097
Cov(DM3_1, DG1_1) Within Wave 1 1 Direction Direction DM3 DG1 -0.097
Cov(CI1_1, DP2_2) Between Wave 1 2 Coherence Direction CI1 DP2 0.096
Cov(CG1_2, SO3_2) Within Wave 2 2 Coherence Significance CG1 SO3 -0.096
Cov(DP3_1, DG3_2) Between Wave 1 2 Direction Direction DP3 DG3 0.096
Cov(DM2_1, DG3_2) Between Wave 1 2 Direction Direction DM2 DG3 -0.096
Cov(DP3_2, DG2_2) Within Wave 2 2 Direction Direction DP3 DG2 0.096
Cov(CG2_1, DM1_2) Between Wave 1 2 Coherence Direction CG2 DM1 0.095
Cov(DM3_2, DG2_2) Within Wave 2 2 Direction Direction DM3 DG2 -0.095
Cov(DM3_2, DP3_2) Within Wave 2 2 Direction Direction DM3 DP3 -0.094
Cov(SS3_2, DG2_2) Within Wave 2 2 Significance Direction SS3 DG2 -0.094
Cov(DG1_1, DG2_2) Between Wave 1 2 Direction Direction DG1 DG2 0.094
Cov(CG2_1, CI2_1) Within Wave 1 1 Coherence Coherence CG2 CI2 -0.094
Cov(CG1_1, SO1_1) Within Wave 1 1 Coherence Significance CG1 SO1 -0.093
Cov(CI2_2, SS1_2) Within Wave 2 2 Coherence Significance CI2 SS1 0.093
Cov(CG1_1, CI3_1) Within Wave 1 1 Coherence Coherence CG1 CI3 -0.093
Cov(DG2_1, DP3_2) Between Wave 1 2 Direction Direction DG2 DP3 0.093
Cov(CG2_1, DG3_2) Between Wave 1 2 Coherence Direction CG2 DG3 -0.093
Cov(DM2_2, DM3_2) Within Wave 2 2 Direction Direction DM2 DM3 0.092
Cov(CG3_2, SO3_2) Within Wave 2 2 Coherence Significance CG3 SO3 -0.092
Cov(DP3_1, DG1_2) Between Wave 1 2 Direction Direction DP3 DG1 0.091
Cov(DG2_1, CG1_2) Between Wave 1 2 Direction Coherence DG2 CG1 -0.091
Cov(SO3_1, SO2_2) Between Wave 1 2 Significance Significance SO3 SO2 0.091
Cov(CG1_2, DG1_2) Within Wave 2 2 Coherence Direction CG1 DG1 -0.090
Cov(SS3_1, SO3_1) Within Wave 1 1 Significance Significance SS3 SO3 -0.090
Cov(CG1_1, CI2_1) Within Wave 1 1 Coherence Coherence CG1 CI2 -0.090
Cov(DG3_1, DM1_2) Between Wave 1 2 Direction Direction DG3 DM1 -0.090
Cov(CG2_1, DM1_1) Within Wave 1 1 Coherence Direction CG2 DM1 0.088
Cov(CG2_2, SO3_2) Within Wave 2 2 Coherence Significance CG2 SO3 -0.088
Cov(SO3_1, SO1_2) Between Wave 1 2 Significance Significance SO3 SO1 0.088
Cov(CI1_2, DG2_2) Within Wave 2 2 Coherence Direction CI1 DG2 -0.088
Cov(DM1_2, DP1_2) Within Wave 2 2 Direction Direction DM1 DP1 -0.088
Cov(CG1_1, SO3_1) Within Wave 1 1 Coherence Significance CG1 SO3 -0.087
Cov(DG3_1, CG2_2) Between Wave 1 2 Direction Coherence DG3 CG2 -0.087
Cov(CI1_2, DM1_2) Within Wave 2 2 Coherence Direction CI1 DM1 0.087
Cov(CG1_1, SS2_1) Within Wave 1 1 Coherence Significance CG1 SS2 -0.087
Cov(DG2_1, DM1_2) Between Wave 1 2 Direction Direction DG2 DM1 -0.086
Cov(CG3_2, DG1_2) Within Wave 2 2 Coherence Direction CG3 DG1 -0.086
Cov(DM2_1, DP3_2) Between Wave 1 2 Direction Direction DM2 DP3 -0.086
Cov(DG3_1, CG1_2) Between Wave 1 2 Direction Coherence DG3 CG1 -0.086
Cov(CG3_2, SO2_2) Within Wave 2 2 Coherence Significance CG3 SO2 -0.086
Cov(CG1_1, DM3_1) Within Wave 1 1 Coherence Direction CG1 DM3 -0.086
Cov(SS3_2, SO2_2) Within Wave 2 2 Significance Significance SS3 SO2 -0.085
Cov(CI3_1, SS1_1) Within Wave 1 1 Coherence Significance CI3 SS1 0.084
Cov(SO1_2, SO2_2) Within Wave 2 2 Significance Significance SO1 SO2 0.084
Cov(DG3_1, DP3_2) Between Wave 1 2 Direction Direction DG3 DP3 0.084
Cov(CI2_1, CG2_2) Between Wave 1 2 Coherence Coherence CI2 CG2 -0.084
Cov(DM1_1, DP1_1) Within Wave 1 1 Direction Direction DM1 DP1 -0.084
Cov(CI2_2, DP3_2) Within Wave 2 2 Coherence Direction CI2 DP3 0.083
Cov(CG1_1, SO1_2) Between Wave 1 2 Coherence Significance CG1 SO1 -0.083
Cov(DP2_2, DG1_2) Within Wave 2 2 Direction Direction DP2 DG1 -0.083
Cov(SO1_1, CG1_2) Between Wave 1 2 Significance Coherence SO1 CG1 -0.081
Cov(DG2_1, SO1_2) Between Wave 1 2 Direction Significance DG2 SO1 0.081
Cov(CG1_2, CG2_2) Within Wave 2 2 Coherence Coherence CG1 CG2 0.081
Cov(DM3_1, DG2_1) Within Wave 1 1 Direction Direction DM3 DG2 -0.081
Cov(CG3_2, DG2_2) Within Wave 2 2 Coherence Direction CG3 DG2 -0.080
Cov(CG1_1, SO2_1) Within Wave 1 1 Coherence Significance CG1 SO2 -0.080
Cov(CG2_1, DP3_2) Between Wave 1 2 Coherence Direction CG2 DP3 -0.079
Cov(SS3_1, DG2_1) Within Wave 1 1 Significance Direction SS3 DG2 -0.079
Cov(SO1_1, CG2_2) Between Wave 1 2 Significance Coherence SO1 CG2 -0.078
Cov(CI2_2, DG3_2) Within Wave 2 2 Coherence Direction CI2 DG3 0.078
Cov(DM1_1, DG1_2) Between Wave 1 2 Direction Direction DM1 DG1 -0.078
Cov(CI2_2, SO1_2) Within Wave 2 2 Coherence Significance CI2 SO1 0.077
Cov(CG2_1, DM3_1) Within Wave 1 1 Coherence Direction CG2 DM3 -0.077
Cov(SO3_1, CG1_2) Between Wave 1 2 Significance Coherence SO3 CG1 -0.077
Cov(CG3_2, DG3_2) Within Wave 2 2 Coherence Direction CG3 DG3 -0.076
Cov(SS3_1, DM1_1) Within Wave 1 1 Significance Direction SS3 DM1 0.076
Cov(CI2_1, CG1_2) Between Wave 1 2 Coherence Coherence CI2 CG1 -0.075
Cov(CG1_1, CI2_2) Between Wave 1 2 Coherence Coherence CG1 CI2 -0.075
Cov(SS3_1, DM1_2) Between Wave 1 2 Significance Direction SS3 DM1 0.074
Cov(DM2_1, DM1_2) Between Wave 1 2 Direction Direction DM2 DM1 0.074
Cov(SS3_2, SO1_2) Within Wave 2 2 Significance Significance SS3 SO1 -0.073
Cov(DP3_1, CG2_2) Between Wave 1 2 Direction Coherence DP3 CG2 -0.073
Cov(CG1_1, DM1_1) Within Wave 1 1 Coherence Direction CG1 DM1 0.072
Cov(CI1_1, SS3_1) Within Wave 1 1 Coherence Significance CI1 SS3 0.072
Cov(CG1_1, SO2_2) Between Wave 1 2 Coherence Significance CG1 SO2 -0.072
Cov(SS1_1, SO1_1) Within Wave 1 1 Significance Significance SS1 SO1 -0.071
Cov(CI2_1, SS1_2) Between Wave 1 2 Coherence Significance CI2 SS1 0.071
Cov(CI3_2, SS1_2) Within Wave 2 2 Coherence Significance CI3 SS1 0.071
Cov(CG1_1, DM1_2) Between Wave 1 2 Coherence Direction CG1 DM1 0.071
Cov(CG2_1, DG1_2) Between Wave 1 2 Coherence Direction CG2 DG1 -0.071
Cov(CI1_2, CI3_2) Within Wave 2 2 Coherence Coherence CI1 CI3 -0.071
Cov(DP2_1, CI1_2) Between Wave 1 2 Direction Coherence DP2 CI1 0.071
Cov(SO1_1, SO3_2) Between Wave 1 2 Significance Significance SO1 SO3 0.071
Cov(DP2_1, DG3_1) Within Wave 1 1 Direction Direction DP2 DG3 -0.070
Cov(DP3_1, DG2_2) Between Wave 1 2 Direction Direction DP3 DG2 0.070
Cov(SS3_1, SO1_1) Within Wave 1 1 Significance Significance SS3 SO1 -0.070
Cov(CG1_1, DP3_2) Between Wave 1 2 Coherence Direction CG1 DP3 -0.068
Cov(CG2_1, SO2_1) Within Wave 1 1 Coherence Significance CG2 SO2 -0.068
Cov(DM3_1, DP3_1) Within Wave 1 1 Direction Direction DM3 DP3 -0.067
Cov(CG2_2, DM1_2) Within Wave 2 2 Coherence Direction CG2 DM1 0.066
Cov(DM1_1, DP1_2) Between Wave 1 2 Direction Direction DM1 DP1 -0.066
Cov(SS1_2, SO3_2) Within Wave 2 2 Significance Significance SS1 SO3 -0.066
Cov(SS2_1, DP1_1) Within Wave 1 1 Significance Direction SS2 DP1 0.066
Cov(SO1_1, DM1_1) Within Wave 1 1 Significance Direction SO1 DM1 0.066
Cov(CG1_1, DG1_2) Between Wave 1 2 Coherence Direction CG1 DG1 -0.065
Cov(CG2_1, SO1_2) Between Wave 1 2 Coherence Significance CG2 SO1 -0.065
Cov(DM2_1, DP1_1) Within Wave 1 1 Direction Direction DM2 DP1 -0.065
Cov(DM2_1, DP2_1) Within Wave 1 1 Direction Direction DM2 DP2 -0.065
Cov(SS3_1, SO2_1) Within Wave 1 1 Significance Significance SS3 SO2 -0.064
Cov(SO3_1, SS3_2) Between Wave 1 2 Significance Significance SO3 SS3 -0.064
Cov(SS3_2, DM1_2) Within Wave 2 2 Significance Direction SS3 DM1 0.064
Cov(SS2_1, CI2_2) Between Wave 1 2 Significance Coherence SS2 CI2 0.064
Cov(CG3_1, DM1_1) Within Wave 1 1 Coherence Direction CG3 DM1 0.064
Cov(DM2_1, DG1_2) Between Wave 1 2 Direction Direction DM2 DG1 -0.064
Cov(SS1_1, DG2_1) Within Wave 1 1 Significance Direction SS1 DG2 -0.064
Cov(SO2_1, CG1_2) Between Wave 1 2 Significance Coherence SO2 CG1 -0.064
Cov(DM3_1, DG3_2) Between Wave 1 2 Direction Direction DM3 DG3 -0.063
Cov(DM2_2, DP2_2) Within Wave 2 2 Direction Direction DM2 DP2 -0.062
Cov(CI3_1, CG3_2) Between Wave 1 2 Coherence Coherence CI3 CG3 0.061
Cov(CG2_2, CI1_2) Within Wave 2 2 Coherence Coherence CG2 CI1 -0.061
Cov(DG3_1, DM3_2) Between Wave 1 2 Direction Direction DG3 DM3 -0.061
Cov(SO1_1, SO2_1) Within Wave 1 1 Significance Significance SO1 SO2 0.061
Cov(CG2_1, SO3_1) Within Wave 1 1 Coherence Significance CG2 SO3 -0.061
Cov(SO1_2, DG2_2) Within Wave 2 2 Significance Direction SO1 DG2 0.060
Cov(CG3_1, SO1_1) Within Wave 1 1 Coherence Significance CG3 SO1 -0.060
Cov(CI2_2, DP1_2) Within Wave 2 2 Coherence Direction CI2 DP1 0.060
Cov(SS3_2, DG1_2) Within Wave 2 2 Significance Direction SS3 DG1 -0.060
Cov(DP2_1, DG2_2) Between Wave 1 2 Direction Direction DP2 DG2 -0.059
Cov(CI1_1, SS3_2) Between Wave 1 2 Coherence Significance CI1 SS3 0.059
Cov(SO1_1, SS1_2) Between Wave 1 2 Significance Significance SO1 SS1 -0.059
Cov(SS1_1, DM2_1) Within Wave 1 1 Significance Direction SS1 DM2 -0.059
Cov(SS3_1, SO1_2) Between Wave 1 2 Significance Significance SS3 SO1 -0.059
Cov(CG3_1, DP2_1) Within Wave 1 1 Coherence Direction CG3 DP2 0.059
Cov(CG3_1, DG1_1) Within Wave 1 1 Coherence Direction CG3 DG1 -0.059
Cov(CI3_2, DP1_2) Within Wave 2 2 Coherence Direction CI3 DP1 0.058
Cov(DP3_1, DM2_2) Between Wave 1 2 Direction Direction DP3 DM2 -0.058
Cov(DM1_1, CI2_2) Between Wave 1 2 Direction Coherence DM1 CI2 -0.058
Cov(SS1_2, SO1_2) Within Wave 2 2 Significance Significance SS1 SO1 -0.058
Cov(SO2_1, SO1_2) Between Wave 1 2 Significance Significance SO2 SO1 0.057
Cov(DG1_1, SS2_2) Between Wave 1 2 Direction Significance DG1 SS2 -0.057
Cov(SS3_1, CI1_2) Between Wave 1 2 Significance Coherence SS3 CI1 0.057
Cov(CG1_1, DP1_1) Within Wave 1 1 Coherence Direction CG1 DP1 -0.057
Cov(CI1_1, DG3_2) Between Wave 1 2 Coherence Direction CI1 DG3 -0.057
Cov(DM1_1, CG2_2) Between Wave 1 2 Direction Coherence DM1 CG2 0.057
Cov(SS3_2, DG3_2) Within Wave 2 2 Significance Direction SS3 DG3 -0.056
Cov(CG2_1, CI1_1) Within Wave 1 1 Coherence Coherence CG2 CI1 -0.056
Cov(CI1_1, CI2_1) Within Wave 1 1 Coherence Coherence CI1 CI2 -0.056
Cov(DG3_1, SS3_2) Between Wave 1 2 Direction Significance DG3 SS3 -0.056
Cov(CG1_2, DM1_2) Within Wave 2 2 Coherence Direction CG1 DM1 0.056
Cov(DM1_1, CG1_2) Between Wave 1 2 Direction Coherence DM1 CG1 0.056
Cov(CI3_1, DP1_1) Within Wave 1 1 Coherence Direction CI3 DP1 0.056
Cov(SO2_2, DM3_2) Within Wave 2 2 Significance Direction SO2 DM3 -0.056
Cov(SS3_2, DP2_2) Within Wave 2 2 Significance Direction SS3 DP2 0.056
Cov(CI3_1, DP2_2) Between Wave 1 2 Coherence Direction CI3 DP2 0.056
Cov(DP3_1, CG1_2) Between Wave 1 2 Direction Coherence DP3 CG1 -0.056
Cov(CI1_2, SS1_2) Within Wave 2 2 Coherence Significance CI1 SS1 0.055
Cov(CI3_1, SS3_1) Within Wave 1 1 Coherence Significance CI3 SS3 0.055
Cov(CI1_2, DP1_2) Within Wave 2 2 Coherence Direction CI1 DP1 0.055
Cov(DM1_1, SO3_2) Between Wave 1 2 Direction Significance DM1 SO3 0.055
Cov(SS3_1, DG2_2) Between Wave 1 2 Significance Direction SS3 DG2 -0.055
Cov(CI2_1, DM2_2) Between Wave 1 2 Coherence Direction CI2 DM2 -0.054
Cov(CI1_1, DG2_1) Within Wave 1 1 Coherence Direction CI1 DG2 -0.054
Cov(CG1_1, SS1_1) Within Wave 1 1 Coherence Significance CG1 SS1 -0.054
Cov(CG2_2, DM3_2) Within Wave 2 2 Coherence Direction CG2 DM3 -0.054
Cov(CI3_2, SO2_2) Within Wave 2 2 Coherence Significance CI3 SO2 -0.054
Cov(SS3_1, SO3_2) Between Wave 1 2 Significance Significance SS3 SO3 -0.054
Cov(DP3_1, DM3_2) Between Wave 1 2 Direction Direction DP3 DM3 -0.054
Cov(SS2_1, DM2_2) Between Wave 1 2 Significance Direction SS2 DM2 -0.054
Cov(CI3_1, DP2_1) Within Wave 1 1 Coherence Direction CI3 DP2 0.054
Cov(SS3_1, DP2_2) Between Wave 1 2 Significance Direction SS3 DP2 0.053
Cov(DM1_1, DM2_1) Within Wave 1 1 Direction Direction DM1 DM2 0.053
Cov(CI2_1, SO2_1) Within Wave 1 1 Coherence Significance CI2 SO2 0.053
Cov(SS1_1, DM3_1) Within Wave 1 1 Significance Direction SS1 DM3 -0.053
Cov(SO2_2, DM2_2) Within Wave 2 2 Significance Direction SO2 DM2 -0.053
Cov(SO3_2, DM1_2) Within Wave 2 2 Significance Direction SO3 DM1 0.053
Cov(DM3_1, CI2_2) Between Wave 1 2 Direction Coherence DM3 CI2 -0.052
Cov(CG1_2, SS2_2) Within Wave 2 2 Coherence Significance CG1 SS2 -0.052
Cov(CI1_1, SO3_1) Within Wave 1 1 Coherence Significance CI1 SO3 -0.052
Cov(DM3_2, DP2_2) Within Wave 2 2 Direction Direction DM3 DP2 -0.052
Cov(SO3_1, CG2_2) Between Wave 1 2 Significance Coherence SO3 CG2 -0.051
Cov(DP2_2, DP3_2) Within Wave 2 2 Direction Direction DP2 DP3 -0.051
Cov(CG3_1, CI1_1) Within Wave 1 1 Coherence Coherence CG3 CI1 -0.051
Cov(SS3_1, DP3_1) Within Wave 1 1 Significance Direction SS3 DP3 -0.051
Cov(SO1_2, DP3_2) Within Wave 2 2 Significance Direction SO1 DP3 0.051
Cov(CG1_2, DM3_2) Within Wave 2 2 Coherence Direction CG1 DM3 -0.050
Cov(CI2_1, SS2_2) Between Wave 1 2 Coherence Significance CI2 SS2 0.050
Cov(DG3_1, DM2_2) Between Wave 1 2 Direction Direction DG3 DM2 -0.050
Cov(DP1_1, DG1_1) Within Wave 1 1 Direction Direction DP1 DG1 -0.050
Cov(CG1_2, DM2_2) Within Wave 2 2 Coherence Direction CG1 DM2 -0.050
Cov(CI1_2, DG3_2) Within Wave 2 2 Coherence Direction CI1 DG3 -0.050
Cov(DP1_1, CI3_2) Between Wave 1 2 Direction Coherence DP1 CI3 0.050
Cov(CG2_1, CI3_2) Between Wave 1 2 Coherence Coherence CG2 CI3 -0.050
Cov(CI1_2, SO2_2) Within Wave 2 2 Coherence Significance CI1 SO2 -0.050
Cov(DM2_1, DG2_2) Between Wave 1 2 Direction Direction DM2 DG2 -0.049
Cov(DP1_2, DG3_2) Within Wave 2 2 Direction Direction DP1 DG3 -0.049
Cov(SS3_1, CG1_2) Between Wave 1 2 Significance Coherence SS3 CG1 0.049
Cov(CI2_1, DP3_2) Between Wave 1 2 Coherence Direction CI2 DP3 0.049
Cov(DG2_1, SS3_2) Between Wave 1 2 Direction Significance DG2 SS3 -0.049
Cov(SS1_1, SS2_1) Within Wave 1 1 Significance Significance SS1 SS2 0.049
Cov(CI1_1, SS1_2) Between Wave 1 2 Coherence Significance CI1 SS1 0.049
Cov(DP1_1, CI1_2) Between Wave 1 2 Direction Coherence DP1 CI1 0.049
Cov(DG2_1, SS1_2) Between Wave 1 2 Direction Significance DG2 SS1 -0.048
Cov(SO1_1, SO2_2) Between Wave 1 2 Significance Significance SO1 SO2 0.048
Cov(SS2_1, SO3_1) Within Wave 1 1 Significance Significance SS2 SO3 -0.048
Cov(CG1_1, CG3_2) Between Wave 1 2 Coherence Coherence CG1 CG3 0.048
Cov(SS1_2, DP3_2) Within Wave 2 2 Significance Direction SS1 DP3 0.048
Cov(CG3_2, SO1_2) Within Wave 2 2 Coherence Significance CG3 SO1 -0.048
Cov(CG2_1, SO3_2) Between Wave 1 2 Coherence Significance CG2 SO3 -0.048
Cov(DM1_1, CG3_2) Between Wave 1 2 Direction Coherence DM1 CG3 0.047
Cov(DG1_1, CG2_2) Between Wave 1 2 Direction Coherence DG1 CG2 -0.047
Cov(CI2_1, DM3_1) Within Wave 1 1 Coherence Direction CI2 DM3 -0.047
Cov(CG3_2, DM3_2) Within Wave 2 2 Coherence Direction CG3 DM3 -0.047
Cov(CI2_1, CI3_1) Within Wave 1 1 Coherence Coherence CI2 CI3 0.047
Cov(CI1_2, SO1_2) Within Wave 2 2 Coherence Significance CI1 SO1 -0.047
Cov(CG1_2, CI1_2) Within Wave 2 2 Coherence Coherence CG1 CI1 -0.047
Cov(DP1_1, DG2_1) Within Wave 1 1 Direction Direction DP1 DG2 -0.047
Cov(CI3_2, SO3_2) Within Wave 2 2 Coherence Significance CI3 SO3 -0.046
Cov(CG2_2, SS1_2) Within Wave 2 2 Coherence Significance CG2 SS1 -0.046
Cov(CG2_1, CG1_2) Between Wave 1 2 Coherence Coherence CG2 CG1 0.046
Cov(CI2_1, DP3_1) Within Wave 1 1 Coherence Direction CI2 DP3 0.046
Cov(CG2_1, DP1_1) Within Wave 1 1 Coherence Direction CG2 DP1 -0.046
Cov(SS1_1, SO3_1) Within Wave 1 1 Significance Significance SS1 SO3 -0.046
Cov(SS1_1, DG3_1) Within Wave 1 1 Significance Direction SS1 DG3 -0.046
Cov(SS3_1, DG3_1) Within Wave 1 1 Significance Direction SS3 DG3 -0.046
Cov(CI1_1, DG2_2) Between Wave 1 2 Coherence Direction CI1 DG2 -0.046
Cov(CG2_1, CG3_2) Between Wave 1 2 Coherence Coherence CG2 CG3 0.046
Cov(CI2_1, DM2_1) Within Wave 1 1 Coherence Direction CI2 DM2 -0.046
Cov(CG2_2, DP1_2) Within Wave 2 2 Coherence Direction CG2 DP1 -0.046
Cov(DG3_1, CG3_2) Between Wave 1 2 Direction Coherence DG3 CG3 -0.046
Cov(DG2_1, DM2_2) Between Wave 1 2 Direction Direction DG2 DM2 -0.046
Cov(DP1_2, DG1_2) Within Wave 2 2 Direction Direction DP1 DG1 -0.046
Cov(CI3_2, DP2_2) Within Wave 2 2 Coherence Direction CI3 DP2 0.045
Cov(CI3_1, DP3_1) Within Wave 1 1 Coherence Direction CI3 DP3 0.045
Cov(CI3_1, SO3_2) Between Wave 1 2 Coherence Significance CI3 SO3 -0.045
Cov(SS1_2, DM2_2) Within Wave 2 2 Significance Direction SS1 DM2 -0.045
Cov(CI2_2, DP2_2) Within Wave 2 2 Coherence Direction CI2 DP2 0.045
Cov(CG2_2, DM2_2) Within Wave 2 2 Coherence Direction CG2 DM2 -0.045
Cov(CG2_1, CI2_2) Between Wave 1 2 Coherence Coherence CG2 CI2 -0.045
Cov(CI2_2, SS3_2) Within Wave 2 2 Coherence Significance CI2 SS3 0.045
Cov(CI2_1, SO1_1) Within Wave 1 1 Coherence Significance CI2 SO1 0.045
Cov(CG1_1, DM3_2) Between Wave 1 2 Coherence Direction CG1 DM3 -0.045
Cov(CG1_1, DM2_1) Within Wave 1 1 Coherence Direction CG1 DM2 -0.044
Cov(SO3_2, DM3_2) Within Wave 2 2 Significance Direction SO3 DM3 -0.044
Cov(CI3_1, SS3_2) Between Wave 1 2 Coherence Significance CI3 SS3 0.044
Cov(CI3_1, SS2_1) Within Wave 1 1 Coherence Significance CI3 SS2 0.044
Cov(CG3_1, DM1_2) Between Wave 1 2 Coherence Direction CG3 DM1 0.044
Cov(CG1_1, CG2_2) Between Wave 1 2 Coherence Coherence CG1 CG2 0.044
Cov(SS2_1, DG1_1) Within Wave 1 1 Significance Direction SS2 DG1 -0.044
Cov(CG3_1, CI3_2) Between Wave 1 2 Coherence Coherence CG3 CI3 0.044
Cov(DP3_1, SS3_2) Between Wave 1 2 Direction Significance DP3 SS3 -0.044
Cov(DG1_1, SO3_2) Between Wave 1 2 Direction Significance DG1 SO3 0.044
Cov(SS1_2, DM3_2) Within Wave 2 2 Significance Direction SS1 DM3 -0.044
Cov(CG1_1, SO3_2) Between Wave 1 2 Coherence Significance CG1 SO3 -0.043
Cov(CG2_1, DM2_1) Within Wave 1 1 Coherence Direction CG2 DM2 -0.043
Cov(SS1_1, DP1_2) Between Wave 1 2 Significance Direction SS1 DP1 0.043
Cov(CI3_1, SO3_1) Within Wave 1 1 Coherence Significance CI3 SO3 -0.043
Cov(SS3_1, CG3_2) Between Wave 1 2 Significance Coherence SS3 CG3 0.043
Cov(CG1_1, DP2_2) Between Wave 1 2 Coherence Direction CG1 DP2 0.043
Cov(DP2_1, DM1_2) Between Wave 1 2 Direction Direction DP2 DM1 0.043
Cov(SO2_1, DM3_1) Within Wave 1 1 Significance Direction SO2 DM3 -0.043
Cov(SS1_1, DG1_1) Within Wave 1 1 Significance Direction SS1 DG1 -0.042
Cov(SS1_2, DG2_2) Within Wave 2 2 Significance Direction SS1 DG2 -0.042
Cov(DM3_1, DM2_2) Between Wave 1 2 Direction Direction DM3 DM2 0.042
Cov(DP1_1, DG3_1) Within Wave 1 1 Direction Direction DP1 DG3 -0.042
Cov(CI1_1, SO1_1) Within Wave 1 1 Coherence Significance CI1 SO1 -0.042
Cov(SS2_2, SO3_2) Within Wave 2 2 Significance Significance SS2 SO3 -0.042
Cov(DM3_1, DP2_1) Within Wave 1 1 Direction Direction DM3 DP2 -0.042
Cov(DP2_1, CG3_2) Between Wave 1 2 Direction Coherence DP2 CG3 0.042
Cov(CG2_1, SO2_2) Between Wave 1 2 Coherence Significance CG2 SO2 -0.042
Cov(SS1_1, DP2_2) Between Wave 1 2 Significance Direction SS1 DP2 0.042
Cov(DG1_1, DM2_2) Between Wave 1 2 Direction Direction DG1 DM2 -0.041
Cov(SO1_1, DM3_2) Between Wave 1 2 Significance Direction SO1 DM3 -0.041
Cov(SO3_1, DG2_1) Within Wave 1 1 Significance Direction SO3 DG2 -0.041
Cov(CG1_2, DP1_2) Within Wave 2 2 Coherence Direction CG1 DP1 -0.041
Cov(CI1_1, CI2_2) Between Wave 1 2 Coherence Coherence CI1 CI2 -0.041
Cov(CI1_1, DP1_1) Within Wave 1 1 Coherence Direction CI1 DP1 0.041
Cov(DM3_1, CG2_2) Between Wave 1 2 Direction Coherence DM3 CG2 -0.041
Cov(SS3_1, DG3_2) Between Wave 1 2 Significance Direction SS3 DG3 -0.040
Cov(SS1_1, DP1_1) Within Wave 1 1 Significance Direction SS1 DP1 0.040
Cov(DP2_1, SO1_2) Between Wave 1 2 Direction Significance DP2 SO1 -0.040
Cov(SO2_1, CG2_2) Between Wave 1 2 Significance Coherence SO2 CG2 -0.040
Cov(SO3_1, DG3_1) Within Wave 1 1 Significance Direction SO3 DG3 -0.040
Cov(DM3_1, CG1_2) Between Wave 1 2 Direction Coherence DM3 CG1 -0.040
Cov(CG3_1, SO1_2) Between Wave 1 2 Coherence Significance CG3 SO1 -0.040
Cov(CI2_1, DP2_1) Within Wave 1 1 Coherence Direction CI2 DP2 0.040
Cov(CG2_1, SS2_1) Within Wave 1 1 Coherence Significance CG2 SS2 -0.040
Cov(SO3_1, CG3_2) Between Wave 1 2 Significance Coherence SO3 CG3 -0.040
Cov(CI2_2, DM3_2) Within Wave 2 2 Coherence Direction CI2 DM3 -0.040
Cov(SO1_1, SS3_2) Between Wave 1 2 Significance Significance SO1 SS3 -0.040
Cov(DG2_1, DM3_2) Between Wave 1 2 Direction Direction DG2 DM3 -0.040
Cov(SS3_1, DP2_1) Within Wave 1 1 Significance Direction SS3 DP2 0.040
Cov(CG1_2, SS1_2) Within Wave 2 2 Coherence Significance CG1 SS1 -0.039
Cov(SS3_1, SO2_2) Between Wave 1 2 Significance Significance SS3 SO2 -0.039
Cov(CI2_1, SO2_2) Between Wave 1 2 Coherence Significance CI2 SO2 0.039
Cov(DP1_1, SS1_2) Between Wave 1 2 Direction Significance DP1 SS1 0.039
Cov(CG3_1, DM3_1) Within Wave 1 1 Coherence Direction CG3 DM3 -0.039
Cov(DM3_1, DM1_2) Between Wave 1 2 Direction Direction DM3 DM1 0.039
Cov(DM1_1, DP2_1) Within Wave 1 1 Direction Direction DM1 DP2 -0.039
Cov(DM1_1, CI1_2) Between Wave 1 2 Direction Coherence DM1 CI1 0.039
Cov(CI1_1, SO2_1) Within Wave 1 1 Coherence Significance CI1 SO2 -0.038
Cov(CI1_2, CI2_2) Within Wave 2 2 Coherence Coherence CI1 CI2 -0.038
Cov(SO1_2, DP1_2) Within Wave 2 2 Significance Direction SO1 DP1 0.038
Cov(CG3_1, DP2_2) Between Wave 1 2 Coherence Direction CG3 DP2 0.038
Cov(SO2_1, SS3_2) Between Wave 1 2 Significance Significance SO2 SS3 -0.038
Cov(DP2_1, CI3_2) Between Wave 1 2 Direction Coherence DP2 CI3 0.038
Cov(DM3_1, DG1_2) Between Wave 1 2 Direction Direction DM3 DG1 -0.038
Cov(SS3_1, DG1_1) Within Wave 1 1 Significance Direction SS3 DG1 -0.038
Cov(SS3_1, DG1_2) Between Wave 1 2 Significance Direction SS3 DG1 -0.037
Cov(CI1_2, DG1_2) Within Wave 2 2 Coherence Direction CI1 DG1 -0.037
Cov(CI3_1, DP1_2) Between Wave 1 2 Coherence Direction CI3 DP1 0.037
Cov(SS1_1, SO1_2) Between Wave 1 2 Significance Significance SS1 SO1 -0.037
Cov(DP2_1, DG3_2) Between Wave 1 2 Direction Direction DP2 DG3 -0.037
Cov(CI3_2, SS3_2) Within Wave 2 2 Coherence Significance CI3 SS3 0.037
Cov(DP2_1, DM3_2) Between Wave 1 2 Direction Direction DP2 DM3 -0.037
Cov(CG3_1, SO2_1) Within Wave 1 1 Coherence Significance CG3 SO2 -0.037
Cov(SS1_1, SS3_1) Within Wave 1 1 Significance Significance SS1 SS3 -0.036
Cov(CG3_2, DM1_2) Within Wave 2 2 Coherence Direction CG3 DM1 0.036
Cov(DG1_1, DM3_2) Between Wave 1 2 Direction Direction DG1 DM3 -0.036
Cov(CG2_2, CG3_2) Within Wave 2 2 Coherence Coherence CG2 CG3 0.036
Cov(DP1_1, SS2_2) Between Wave 1 2 Direction Significance DP1 SS2 0.036
Cov(DG1_1, DM1_2) Between Wave 1 2 Direction Direction DG1 DM1 -0.036
Cov(SS2_1, DM3_2) Between Wave 1 2 Significance Direction SS2 DM3 -0.036
Cov(SS1_2, DP1_2) Within Wave 2 2 Significance Direction SS1 DP1 0.036
Cov(SS1_1, CI1_2) Between Wave 1 2 Significance Coherence SS1 CI1 0.036
Cov(CI2_1, DM3_2) Between Wave 1 2 Coherence Direction CI2 DM3 -0.036
Cov(DG3_1, CI1_2) Between Wave 1 2 Direction Coherence DG3 CI1 -0.036
Cov(CI1_2, SO3_2) Within Wave 2 2 Coherence Significance CI1 SO3 -0.036
Cov(SS2_2, DM3_2) Within Wave 2 2 Significance Direction SS2 DM3 -0.036
Cov(CG1_1, DP2_1) Within Wave 1 1 Coherence Direction CG1 DP2 0.035
Cov(CI1_1, DG3_1) Within Wave 1 1 Coherence Direction CI1 DG3 -0.035
Cov(SO3_1, CI2_2) Between Wave 1 2 Significance Coherence SO3 CI2 -0.035
Cov(SO2_1, DG2_1) Within Wave 1 1 Significance Direction SO2 DG2 -0.035
Cov(CI2_2, SO3_2) Within Wave 2 2 Coherence Significance CI2 SO3 -0.035
Cov(DM3_1, DP3_2) Between Wave 1 2 Direction Direction DM3 DP3 -0.035
Cov(CG2_1, DP2_2) Between Wave 1 2 Coherence Direction CG2 DP2 0.035
Cov(SO2_1, SS1_2) Between Wave 1 2 Significance Significance SO2 SS1 0.035
Cov(CI3_2, SS2_2) Within Wave 2 2 Coherence Significance CI3 SS2 0.035
Cov(CI2_2, DM2_2) Within Wave 2 2 Coherence Direction CI2 DM2 -0.035
Cov(CI2_2, CI3_2) Within Wave 2 2 Coherence Coherence CI2 CI3 0.035
Cov(SS3_1, CG2_2) Between Wave 1 2 Significance Coherence SS3 CG2 0.034
Cov(DP2_1, DM2_2) Between Wave 1 2 Direction Direction DP2 DM2 -0.034
Cov(SS1_1, DP3_2) Between Wave 1 2 Significance Direction SS1 DP3 0.034
Cov(DM1_2, DM3_2) Within Wave 2 2 Direction Direction DM1 DM3 -0.034
Cov(SS2_1, CG2_2) Between Wave 1 2 Significance Coherence SS2 CG2 -0.034
Cov(DM2_2, DP1_2) Within Wave 2 2 Direction Direction DM2 DP1 -0.034
Cov(DG3_1, SS1_2) Between Wave 1 2 Direction Significance DG3 SS1 -0.034
Cov(CI2_1, DG2_1) Within Wave 1 1 Coherence Direction CI2 DG2 0.034
Cov(CI3_1, SS1_2) Between Wave 1 2 Coherence Significance CI3 SS1 0.034
Cov(SS2_1, CG1_2) Between Wave 1 2 Significance Coherence SS2 CG1 -0.034
Cov(CG3_2, DP3_2) Within Wave 2 2 Coherence Direction CG3 DP3 -0.033
Cov(CG3_1, DG3_2) Between Wave 1 2 Coherence Direction CG3 DG3 -0.033
Cov(CI2_1, DP1_1) Within Wave 1 1 Coherence Direction CI2 DP1 0.033
Cov(SO2_1, DM2_2) Between Wave 1 2 Significance Direction SO2 DM2 -0.033
Cov(CG1_1, DM2_2) Between Wave 1 2 Coherence Direction CG1 DM2 -0.033
Cov(CI2_1, CI1_2) Between Wave 1 2 Coherence Coherence CI2 CI1 -0.033
Cov(CI3_1, DM1_2) Between Wave 1 2 Coherence Direction CI3 DM1 0.033
Cov(CI1_1, DM3_1) Within Wave 1 1 Coherence Direction CI1 DM3 -0.032
Cov(DG1_1, CG1_2) Between Wave 1 2 Direction Coherence DG1 CG1 -0.032
Cov(SS3_2, DP1_2) Within Wave 2 2 Significance Direction SS3 DP1 0.032
Cov(DP1_1, CG3_2) Between Wave 1 2 Direction Coherence DP1 CG3 0.032
Cov(SS1_1, DM1_2) Between Wave 1 2 Significance Direction SS1 DM1 0.032
Cov(DP1_1, DP2_2) Between Wave 1 2 Direction Direction DP1 DP2 0.032
Cov(SS2_1, DG3_2) Between Wave 1 2 Significance Direction SS2 DG3 -0.032
Cov(CG3_2, CI3_2) Within Wave 2 2 Coherence Coherence CG3 CI3 0.031
Cov(SS2_1, SO1_1) Within Wave 1 1 Significance Significance SS2 SO1 0.031
Cov(CI3_1, DM1_1) Within Wave 1 1 Coherence Direction CI3 DM1 0.031
Cov(DM1_1, DM3_1) Within Wave 1 1 Direction Direction DM1 DM3 -0.031
Cov(CI3_1, SO1_2) Between Wave 1 2 Coherence Significance CI3 SO1 0.031
Cov(DG2_1, CI1_2) Between Wave 1 2 Direction Coherence DG2 CI1 -0.031
Cov(CI1_1, SO1_2) Between Wave 1 2 Coherence Significance CI1 SO1 -0.031
Cov(SO3_2, DM2_2) Within Wave 2 2 Significance Direction SO3 DM2 -0.031
Cov(CG3_1, DG2_1) Within Wave 1 1 Coherence Direction CG3 DG2 -0.031
Cov(SO1_1, DG2_1) Within Wave 1 1 Significance Direction SO1 DG2 0.031
Cov(SO2_1, DM1_1) Within Wave 1 1 Significance Direction SO2 DM1 0.031
Cov(DG1_1, SS3_2) Between Wave 1 2 Direction Significance DG1 SS3 -0.031
Cov(CI3_2, DG3_2) Within Wave 2 2 Coherence Direction CI3 DG3 0.030
Cov(SS2_1, DP2_2) Between Wave 1 2 Significance Direction SS2 DP2 -0.030
Cov(SS3_2, DP3_2) Within Wave 2 2 Significance Direction SS3 DP3 -0.030
Cov(CI3_2, DM1_2) Within Wave 2 2 Coherence Direction CI3 DM1 0.030
Cov(CI1_1, SS2_1) Within Wave 1 1 Coherence Significance CI1 SS2 0.030
Cov(DG1_1, SO1_2) Between Wave 1 2 Direction Significance DG1 SO1 0.030
Cov(SO1_1, DP1_1) Within Wave 1 1 Significance Direction SO1 DP1 0.030
Cov(CI2_1, SO1_2) Between Wave 1 2 Coherence Significance CI2 SO1 0.030
Cov(SO3_1, DG1_2) Between Wave 1 2 Significance Direction SO3 DG1 0.030
Cov(SO3_1, DM1_2) Between Wave 1 2 Significance Direction SO3 DM1 0.030
Cov(DM2_1, CI2_2) Between Wave 1 2 Direction Coherence DM2 CI2 -0.029
Cov(DP1_1, DM3_2) Between Wave 1 2 Direction Direction DP1 DM3 -0.029
Cov(DP2_1, CG1_2) Between Wave 1 2 Direction Coherence DP2 CG1 0.029
Cov(SO2_1, DM2_1) Within Wave 1 1 Significance Direction SO2 DM2 -0.029
Cov(CI2_1, SO3_1) Within Wave 1 1 Coherence Significance CI2 SO3 0.029
Cov(SS2_2, DP1_2) Within Wave 2 2 Significance Direction SS2 DP1 0.029
Cov(CG2_1, DP2_1) Within Wave 1 1 Coherence Direction CG2 DP2 0.029
Cov(DP1_1, DM2_2) Between Wave 1 2 Direction Direction DP1 DM2 -0.029
Cov(DP1_2, DG2_2) Within Wave 2 2 Direction Direction DP1 DG2 -0.029
Cov(DG3_1, CI3_2) Between Wave 1 2 Direction Coherence DG3 CI3 0.029
Cov(CI3_2, DP3_2) Within Wave 2 2 Coherence Direction CI3 DP3 0.028
Cov(DG2_1, CI3_2) Between Wave 1 2 Direction Coherence DG2 CI3 0.028
Cov(DP2_1, SS1_2) Between Wave 1 2 Direction Significance DP2 SS1 0.028
Cov(CG3_2, DM2_2) Within Wave 2 2 Coherence Direction CG3 DM2 -0.028
Cov(SO3_1, SS2_2) Between Wave 1 2 Significance Significance SO3 SS2 -0.028
Cov(CG2_2, SS2_2) Within Wave 2 2 Coherence Significance CG2 SS2 -0.028
Cov(CG3_2, CI1_2) Within Wave 2 2 Coherence Coherence CG3 CI1 -0.028
Cov(CI1_1, DP3_1) Within Wave 1 1 Coherence Direction CI1 DP3 -0.028
Cov(DM2_1, SO1_2) Between Wave 1 2 Direction Significance DM2 SO1 -0.027
Cov(CI2_1, CI3_2) Between Wave 1 2 Coherence Coherence CI2 CI3 0.027
Cov(DP3_1, SO1_2) Between Wave 1 2 Direction Significance DP3 SO1 0.027
Cov(SS1_1, CG3_2) Between Wave 1 2 Significance Coherence SS1 CG3 0.027
Cov(SS2_1, SO2_1) Within Wave 1 1 Significance Significance SS2 SO2 -0.027
Cov(DP3_1, CI3_2) Between Wave 1 2 Direction Coherence DP3 CI3 0.027
Cov(SO2_1, DP2_1) Within Wave 1 1 Significance Direction SO2 DP2 -0.026
Cov(DP2_1, SS3_2) Between Wave 1 2 Direction Significance DP2 SS3 0.026
Cov(CI2_1, CG3_2) Between Wave 1 2 Coherence Coherence CI2 CG3 0.026
Cov(SS2_1, CI3_2) Between Wave 1 2 Significance Coherence SS2 CI3 0.026
Cov(SS2_1, SS3_2) Between Wave 1 2 Significance Significance SS2 SS3 -0.026
Cov(SS2_2, SO2_2) Within Wave 2 2 Significance Significance SS2 SO2 -0.026
Cov(DP2_1, CG2_2) Between Wave 1 2 Direction Coherence DP2 CG2 0.026
Cov(SO2_1, CG3_2) Between Wave 1 2 Significance Coherence SO2 CG3 -0.026
Cov(SO2_1, DM3_2) Between Wave 1 2 Significance Direction SO2 DM3 -0.026
Cov(CG1_1, DP1_2) Between Wave 1 2 Coherence Direction CG1 DP1 -0.026
Cov(SS1_2, DG3_2) Within Wave 2 2 Significance Direction SS1 DG3 -0.026
Cov(DG2_1, CG3_2) Between Wave 1 2 Direction Coherence DG2 CG3 -0.026
Cov(CI2_1, SS3_2) Between Wave 1 2 Coherence Significance CI2 SS3 -0.026
Cov(DP1_1, SS3_2) Between Wave 1 2 Direction Significance DP1 SS3 0.026
Cov(CG1_1, CI1_1) Within Wave 1 1 Coherence Coherence CG1 CI1 -0.026
Cov(CI2_1, DG3_2) Between Wave 1 2 Coherence Direction CI2 DG3 -0.026
Cov(CI1_1, DP1_2) Between Wave 1 2 Coherence Direction CI1 DP1 0.025
Cov(SS2_1, DG3_1) Within Wave 1 1 Significance Direction SS2 DG3 -0.025
Cov(CI3_1, DG1_2) Between Wave 1 2 Coherence Direction CI3 DG1 -0.025
Cov(CI3_1, CG2_2) Between Wave 1 2 Coherence Coherence CI3 CG2 -0.025
Cov(DG3_1, SO3_2) Between Wave 1 2 Direction Significance DG3 SO3 -0.025
Cov(CI3_2, DM2_2) Within Wave 2 2 Coherence Direction CI3 DM2 0.025
Cov(CI2_1, DM1_2) Between Wave 1 2 Coherence Direction CI2 DM1 -0.025
Cov(CG3_1, DP1_2) Between Wave 1 2 Coherence Direction CG3 DP1 0.025
Cov(CI2_1, DM1_1) Within Wave 1 1 Coherence Direction CI2 DM1 0.025
Cov(DM1_1, DM2_2) Between Wave 1 2 Direction Direction DM1 DM2 0.024
Cov(SO1_1, DG1_1) Within Wave 1 1 Significance Direction SO1 DG1 -0.024
Cov(CG2_1, DP1_2) Between Wave 1 2 Coherence Direction CG2 DP1 -0.024
Cov(SS3_1, CI3_2) Between Wave 1 2 Significance Coherence SS3 CI3 0.024
Cov(SO3_1, SS1_2) Between Wave 1 2 Significance Significance SO3 SS1 -0.024
Cov(SO1_1, DG3_1) Within Wave 1 1 Significance Direction SO1 DG3 0.024
Cov(CI1_1, SS1_1) Within Wave 1 1 Coherence Significance CI1 SS1 0.024
Cov(DG1_1, SO2_2) Between Wave 1 2 Direction Significance DG1 SO2 0.024
Cov(SS1_2, DP2_2) Within Wave 2 2 Significance Direction SS1 DP2 0.024
Cov(SS1_2, SS3_2) Within Wave 2 2 Significance Significance SS1 SS3 -0.024
Cov(CG2_1, CG3_1) Within Wave 1 1 Coherence Coherence CG2 CG3 0.024
Cov(CG2_1, DM3_2) Between Wave 1 2 Coherence Direction CG2 DM3 -0.024
Cov(CG3_1, DP1_1) Within Wave 1 1 Coherence Direction CG3 DP1 0.024
Cov(CI1_1, SO3_2) Between Wave 1 2 Coherence Significance CI1 SO3 -0.024
Cov(SS1_1, CG1_2) Between Wave 1 2 Significance Coherence SS1 CG1 -0.024
Cov(SS3_1, DP3_2) Between Wave 1 2 Significance Direction SS3 DP3 -0.024
Cov(SO1_2, DM2_2) Within Wave 2 2 Significance Direction SO1 DM2 -0.024
Cov(SS2_2, DP3_2) Within Wave 2 2 Significance Direction SS2 DP3 0.024
Cov(SO1_1, CI2_2) Between Wave 1 2 Significance Coherence SO1 CI2 0.023
Cov(SO1_2, DG3_2) Within Wave 2 2 Significance Direction SO1 DG3 0.023
Cov(CG3_1, SO3_2) Between Wave 1 2 Coherence Significance CG3 SO3 -0.023
Cov(CI1_1, SS2_2) Between Wave 1 2 Coherence Significance CI1 SS2 0.023
Cov(CI3_1, DG2_1) Within Wave 1 1 Coherence Direction CI3 DG2 0.023
Cov(SO1_1, CI3_2) Between Wave 1 2 Significance Coherence SO1 CI3 0.023
Cov(DP2_1, SO2_2) Between Wave 1 2 Direction Significance DP2 SO2 -0.022
Cov(CG1_1, CG3_1) Within Wave 1 1 Coherence Coherence CG1 CG3 0.022
Cov(SO2_2, DG2_2) Within Wave 2 2 Significance Direction SO2 DG2 -0.022
Cov(SS1_1, CI3_2) Between Wave 1 2 Significance Coherence SS1 CI3 0.022
Cov(DP1_1, SO3_2) Between Wave 1 2 Direction Significance DP1 SO3 0.022
Cov(SS1_1, DG3_2) Between Wave 1 2 Significance Direction SS1 DG3 -0.022
Cov(CI3_1, DG1_1) Within Wave 1 1 Coherence Direction CI3 DG1 -0.022
Cov(DP1_1, DP3_2) Between Wave 1 2 Direction Direction DP1 DP3 0.022
Cov(DM3_1, DG2_2) Between Wave 1 2 Direction Direction DM3 DG2 -0.022
Cov(SO3_1, CI3_2) Between Wave 1 2 Significance Coherence SO3 CI3 -0.022
Cov(DM3_2, DP1_2) Within Wave 2 2 Direction Direction DM3 DP1 0.022
Cov(SO2_1, DG3_1) Within Wave 1 1 Significance Direction SO2 DG3 -0.021
Cov(SS1_1, DG1_2) Between Wave 1 2 Significance Direction SS1 DG1 0.021
Cov(DM2_1, DP1_2) Between Wave 1 2 Direction Direction DM2 DP1 -0.021
Cov(CI2_2, DG1_2) Within Wave 2 2 Coherence Direction CI2 DG1 0.021
Cov(CG2_1, CI1_2) Between Wave 1 2 Coherence Coherence CG2 CI1 -0.021
Cov(SS3_1, SS2_2) Between Wave 1 2 Significance Significance SS3 SS2 -0.021
Cov(CI2_2, SO2_2) Within Wave 2 2 Coherence Significance CI2 SO2 0.021
Cov(DP2_1, DG1_1) Within Wave 1 1 Direction Direction DP2 DG1 -0.021
Cov(SS2_1, SO3_2) Between Wave 1 2 Significance Significance SS2 SO3 -0.021
Cov(DG1_1, CI2_2) Between Wave 1 2 Direction Coherence DG1 CI2 -0.021
Cov(CG3_1, DG2_2) Between Wave 1 2 Coherence Direction CG3 DG2 -0.020
Cov(SS2_1, SS1_2) Between Wave 1 2 Significance Significance SS2 SS1 0.020
Cov(SO2_2, DG3_2) Within Wave 2 2 Significance Direction SO2 DG3 -0.020
Cov(DP1_1, CG1_2) Between Wave 1 2 Direction Coherence DP1 CG1 -0.020
Cov(DP1_1, DM1_2) Between Wave 1 2 Direction Direction DP1 DM1 0.020
Cov(DM2_1, SO2_2) Between Wave 1 2 Direction Significance DM2 SO2 -0.020
Cov(DM3_1, SS1_2) Between Wave 1 2 Direction Significance DM3 SS1 -0.020
Cov(SO2_1, CI3_2) Between Wave 1 2 Significance Coherence SO2 CI3 -0.020
Cov(DG3_1, SS2_2) Between Wave 1 2 Direction Significance DG3 SS2 -0.020
Cov(SS2_1, DM3_1) Within Wave 1 1 Significance Direction SS2 DM3 -0.020
Cov(SO1_1, DG3_2) Between Wave 1 2 Significance Direction SO1 DG3 -0.020
Cov(CG1_2, SS3_2) Within Wave 2 2 Coherence Significance CG1 SS3 0.020
Cov(SO3_2, DG3_2) Within Wave 2 2 Significance Direction SO3 DG3 -0.020
Cov(SS2_1, DP1_2) Between Wave 1 2 Significance Direction SS2 DP1 -0.020
Cov(DP1_1, CG2_2) Between Wave 1 2 Direction Coherence DP1 CG2 -0.020
Cov(SS3_1, SS1_2) Between Wave 1 2 Significance Significance SS3 SS1 -0.019
Cov(DM3_1, SO2_2) Between Wave 1 2 Direction Significance DM3 SO2 -0.019
Cov(SO2_2, DM1_2) Within Wave 2 2 Significance Direction SO2 DM1 0.019
Cov(SO2_1, DP1_1) Within Wave 1 1 Significance Direction SO2 DP1 -0.019
Cov(DG1_1, DP2_2) Between Wave 1 2 Direction Direction DG1 DP2 0.019
Cov(CI2_1, DP2_2) Between Wave 1 2 Coherence Direction CI2 DP2 -0.019
Cov(CI3_2, SO1_2) Within Wave 2 2 Coherence Significance CI3 SO1 -0.019
Cov(DP1_1, SO1_2) Between Wave 1 2 Direction Significance DP1 SO1 0.019
Cov(SO2_1, DP3_1) Within Wave 1 1 Significance Direction SO2 DP3 -0.019
Cov(SS3_1, DP1_1) Within Wave 1 1 Significance Direction SS3 DP1 0.019
Cov(SO2_1, DG3_2) Between Wave 1 2 Significance Direction SO2 DG3 0.019
Cov(CG1_2, DP2_2) Within Wave 2 2 Coherence Direction CG1 DP2 0.019
Cov(SS1_1, SO2_2) Between Wave 1 2 Significance Significance SS1 SO2 0.019
Cov(SO3_2, DP3_2) Within Wave 2 2 Significance Direction SO3 DP3 -0.019
Cov(DG1_1, DP1_2) Between Wave 1 2 Direction Direction DG1 DP1 0.019
Cov(DG2_1, DP1_2) Between Wave 1 2 Direction Direction DG2 DP1 0.018
Cov(SS1_1, SO2_1) Within Wave 1 1 Significance Significance SS1 SO2 0.018
Cov(SO1_1, CG3_2) Between Wave 1 2 Significance Coherence SO1 CG3 -0.018
Cov(CG3_2, DP2_2) Within Wave 2 2 Coherence Direction CG3 DP2 0.018
Cov(SS2_2, DM2_2) Within Wave 2 2 Significance Direction SS2 DM2 -0.018
Cov(DG3_1, DP2_2) Between Wave 1 2 Direction Direction DG3 DP2 -0.018
Cov(SS1_1, CI2_2) Between Wave 1 2 Significance Coherence SS1 CI2 0.018
Cov(SS1_1, DP3_1) Within Wave 1 1 Significance Direction SS1 DP3 0.018
Cov(SO3_2, DG1_2) Within Wave 2 2 Significance Direction SO3 DG1 0.017
Cov(SS2_1, DG1_2) Between Wave 1 2 Significance Direction SS2 DG1 -0.017
Cov(CG2_1, SS2_2) Between Wave 1 2 Coherence Significance CG2 SS2 0.017
Cov(DG3_1, DP1_2) Between Wave 1 2 Direction Direction DG3 DP1 -0.017
Cov(DM2_1, CI3_2) Between Wave 1 2 Direction Coherence DM2 CI3 0.017
Cov(SO3_1, DP3_2) Between Wave 1 2 Significance Direction SO3 DP3 -0.017
Cov(SS2_1, DP2_1) Within Wave 1 1 Significance Direction SS2 DP2 -0.017
Cov(SS2_2, DG2_2) Within Wave 2 2 Significance Direction SS2 DG2 0.017
Cov(CG3_2, SS3_2) Within Wave 2 2 Coherence Significance CG3 SS3 0.017
Cov(CG2_1, SS1_1) Within Wave 1 1 Coherence Significance CG2 SS1 -0.017
Cov(DP3_1, SS2_2) Between Wave 1 2 Direction Significance DP3 SS2 -0.017
Cov(CI3_1, CG1_2) Between Wave 1 2 Coherence Coherence CI3 CG1 -0.017
Cov(CI1_1, CG3_2) Between Wave 1 2 Coherence Coherence CI1 CG3 0.017
Cov(SS3_1, CI2_2) Between Wave 1 2 Significance Coherence SS3 CI2 -0.017
Cov(CG3_1, SO3_1) Within Wave 1 1 Coherence Significance CG3 SO3 -0.016
Cov(DM3_1, CG3_2) Between Wave 1 2 Direction Coherence DM3 CG3 -0.016
Cov(SO2_2, DP2_2) Within Wave 2 2 Significance Direction SO2 DP2 -0.016
Cov(SO2_1, CI2_2) Between Wave 1 2 Significance Coherence SO2 CI2 0.016
Cov(CI3_2, DG2_2) Within Wave 2 2 Coherence Direction CI3 DG2 0.016
Cov(CG2_1, DM2_2) Between Wave 1 2 Coherence Direction CG2 DM2 -0.016
Cov(SS1_1, DG2_2) Between Wave 1 2 Significance Direction SS1 DG2 -0.016
Cov(SS2_1, DM2_1) Within Wave 1 1 Significance Direction SS2 DM2 -0.016
Cov(SO1_2, DG1_2) Within Wave 2 2 Significance Direction SO1 DG1 0.016
Cov(DP3_1, SO3_2) Between Wave 1 2 Direction Significance DP3 SO3 -0.016
Cov(DP2_1, DP3_1) Within Wave 1 1 Direction Direction DP2 DP3 -0.016
Cov(SO1_2, DM1_2) Within Wave 2 2 Significance Direction SO1 DM1 -0.016
Cov(DM1_1, SO2_2) Between Wave 1 2 Direction Significance DM1 SO2 0.016
Cov(DP3_1, CG3_2) Between Wave 1 2 Direction Coherence DP3 CG3 0.016
Cov(DP1_1, DG1_2) Between Wave 1 2 Direction Direction DP1 DG1 0.015
Cov(CG1_1, SS1_2) Between Wave 1 2 Coherence Significance CG1 SS1 -0.015
Cov(SO3_1, DP3_1) Within Wave 1 1 Significance Direction SO3 DP3 -0.015
Cov(SS1_2, SS2_2) Within Wave 2 2 Significance Significance SS1 SS2 0.015
Cov(CI3_1, SS2_2) Between Wave 1 2 Coherence Significance CI3 SS2 0.015
Cov(DG1_1, CI3_2) Between Wave 1 2 Direction Coherence DG1 CI3 0.015
Cov(CI1_1, CI3_2) Between Wave 1 2 Coherence Coherence CI1 CI3 -0.015
Cov(SO3_2, DG2_2) Within Wave 2 2 Significance Direction SO3 DG2 -0.015
Cov(SO3_1, DP1_2) Between Wave 1 2 Significance Direction SO3 DP1 -0.015
Cov(CI1_1, DP3_2) Between Wave 1 2 Coherence Direction CI1 DP3 -0.015
Cov(CG3_1, SS1_2) Between Wave 1 2 Coherence Significance CG3 SS1 0.015
Cov(DG2_1, CI2_2) Between Wave 1 2 Direction Coherence DG2 CI2 0.015
Cov(DM3_1, DP1_1) Within Wave 1 1 Direction Direction DM3 DP1 0.015
Cov(DM2_1, CI1_2) Between Wave 1 2 Direction Coherence DM2 CI1 0.015
Cov(DM1_2, DP2_2) Within Wave 2 2 Direction Direction DM1 DP2 -0.015
Cov(SO1_1, CI1_2) Between Wave 1 2 Significance Coherence SO1 CI1 -0.014
Cov(DM1_1, DM3_2) Between Wave 1 2 Direction Direction DM1 DM3 -0.014
Cov(SS1_1, DM2_2) Between Wave 1 2 Significance Direction SS1 DM2 -0.014
Cov(DP1_1, DG2_2) Between Wave 1 2 Direction Direction DP1 DG2 0.014
Cov(SS2_1, DG2_2) Between Wave 1 2 Significance Direction SS2 DG2 0.014
Cov(SS2_1, DG2_1) Within Wave 1 1 Significance Direction SS2 DG2 0.014
Cov(CG3_1, DP3_2) Between Wave 1 2 Coherence Direction CG3 DP3 -0.014
Cov(SO1_1, DP2_1) Within Wave 1 1 Significance Direction SO1 DP2 -0.014
Cov(SS2_2, SS3_2) Within Wave 2 2 Significance Significance SS2 SS3 -0.014
Cov(DG3_1, SO2_2) Between Wave 1 2 Direction Significance DG3 SO2 0.014
Cov(DG1_1, CI1_2) Between Wave 1 2 Direction Coherence DG1 CI1 0.014
Cov(CI3_1, DM2_2) Between Wave 1 2 Coherence Direction CI3 DM2 -0.014
Cov(CG3_1, CI1_2) Between Wave 1 2 Coherence Coherence CG3 CI1 -0.014
Cov(CI1_1, DM2_1) Within Wave 1 1 Coherence Direction CI1 DM2 -0.013
Cov(DM1_1, CI3_2) Between Wave 1 2 Direction Coherence DM1 CI3 0.013
Cov(SO3_1, DP2_2) Between Wave 1 2 Significance Direction SO3 DP2 -0.013
Cov(SS2_1, SS3_1) Within Wave 1 1 Significance Significance SS2 SS3 0.013
Cov(DM3_1, CI3_2) Between Wave 1 2 Direction Coherence DM3 CI3 -0.013
Cov(CI2_2, DG2_2) Within Wave 2 2 Coherence Direction CI2 DG2 0.013
Cov(CG2_2, DP2_2) Within Wave 2 2 Coherence Direction CG2 DP2 0.013
Cov(CG2_1, SS3_1) Within Wave 1 1 Coherence Significance CG2 SS3 0.013
Cov(CG1_1, CI3_2) Between Wave 1 2 Coherence Coherence CG1 CI3 -0.013
Cov(DM2_1, SS1_2) Between Wave 1 2 Direction Significance DM2 SS1 -0.013
Cov(SS1_1, SS2_2) Between Wave 1 2 Significance Significance SS1 SS2 0.013
Cov(SO2_1, DG1_1) Within Wave 1 1 Significance Direction SO2 DG1 0.013
Cov(DG2_1, DP2_2) Between Wave 1 2 Direction Direction DG2 DP2 -0.013
Cov(DG2_1, SO2_2) Between Wave 1 2 Direction Significance DG2 SO2 0.013
Cov(CI3_1, SO2_2) Between Wave 1 2 Coherence Significance CI3 SO2 -0.013
Cov(DP2_1, DP3_2) Between Wave 1 2 Direction Direction DP2 DP3 0.013
Cov(DM3_1, SS3_2) Between Wave 1 2 Direction Significance DM3 SS3 -0.013
Cov(CG3_1, DG1_2) Between Wave 1 2 Coherence Direction CG3 DG1 -0.013
Cov(DP2_1, CI2_2) Between Wave 1 2 Direction Coherence DP2 CI2 -0.013
Cov(CG3_2, CI2_2) Within Wave 2 2 Coherence Coherence CG3 CI2 -0.012
Cov(CG3_1, DM3_2) Between Wave 1 2 Coherence Direction CG3 DM3 -0.012
Cov(CI3_1, DM3_1) Within Wave 1 1 Coherence Direction CI3 DM3 -0.012
Cov(SS1_1, DP2_1) Within Wave 1 1 Significance Direction SS1 DP2 0.012
Cov(DP2_1, DG1_2) Between Wave 1 2 Direction Direction DP2 DG1 0.012
Cov(DM2_1, CG2_2) Between Wave 1 2 Direction Coherence DM2 CG2 -0.012
Cov(SO2_2, DP1_2) Within Wave 2 2 Significance Direction SO2 DP1 -0.012
Cov(SO2_1, DG1_2) Between Wave 1 2 Significance Direction SO2 DG1 0.012
Cov(SO2_1, DP2_2) Between Wave 1 2 Significance Direction SO2 DP2 -0.012
Cov(CI2_1, SS3_1) Within Wave 1 1 Coherence Significance CI2 SS3 -0.012
Cov(CI2_1, DG1_1) Within Wave 1 1 Coherence Direction CI2 DG1 -0.012
Cov(DM1_2, DM2_2) Within Wave 2 2 Direction Direction DM1 DM2 0.012
Cov(CI3_1, CI2_2) Between Wave 1 2 Coherence Coherence CI3 CI2 0.012
Cov(SO3_1, DG2_2) Between Wave 1 2 Significance Direction SO3 DG2 -0.012
Cov(DP3_1, CI1_2) Between Wave 1 2 Direction Coherence DP3 CI1 -0.012
Cov(DM2_1, DM3_2) Between Wave 1 2 Direction Direction DM2 DM3 0.012
Cov(SO3_1, DM2_2) Between Wave 1 2 Significance Direction SO3 DM2 0.012
Cov(SS3_2, DM3_2) Within Wave 2 2 Significance Direction SS3 DM3 -0.012
Cov(DG1_1, SS1_2) Between Wave 1 2 Direction Significance DG1 SS1 -0.012
Cov(CG1_1, SS2_2) Between Wave 1 2 Coherence Significance CG1 SS2 -0.012
Cov(CI2_1, DG1_2) Between Wave 1 2 Coherence Direction CI2 DG1 -0.011
Cov(SS1_1, CG2_2) Between Wave 1 2 Significance Coherence SS1 CG2 -0.011
Cov(CG1_1, CI1_2) Between Wave 1 2 Coherence Coherence CG1 CI1 -0.011
Cov(CG3_1, CI2_2) Between Wave 1 2 Coherence Coherence CG3 CI2 -0.011
Cov(SO1_2, DP2_2) Within Wave 2 2 Significance Direction SO1 DP2 -0.011
Cov(SO2_1, CI1_2) Between Wave 1 2 Significance Coherence SO2 CI1 -0.011
Cov(DP1_1, CI2_2) Between Wave 1 2 Direction Coherence DP1 CI2 0.011
Cov(CI3_1, DG3_1) Within Wave 1 1 Coherence Direction CI3 DG3 0.011
Cov(SO2_1, SS2_2) Between Wave 1 2 Significance Significance SO2 SS2 0.011
Cov(SO3_1, DP2_1) Within Wave 1 1 Significance Direction SO3 DP2 -0.011
Cov(SS2_1, DM1_1) Within Wave 1 1 Significance Direction SS2 DM1 0.011
Cov(SO1_1, DM2_2) Between Wave 1 2 Significance Direction SO1 DM2 -0.011
Cov(SS2_1, SO2_2) Between Wave 1 2 Significance Significance SS2 SO2 -0.011
Cov(DG2_1, SO3_2) Between Wave 1 2 Direction Significance DG2 SO3 0.011
Cov(CG3_1, CG2_2) Between Wave 1 2 Coherence Coherence CG3 CG2 -0.010
Cov(CI1_1, SO2_2) Between Wave 1 2 Coherence Significance CI1 SO2 -0.010
Cov(SO2_2, DP3_2) Within Wave 2 2 Significance Direction SO2 DP3 -0.010
Cov(SS2_1, DP3_2) Between Wave 1 2 Significance Direction SS2 DP3 -0.010
Cov(SO3_2, DP1_2) Within Wave 2 2 Significance Direction SO3 DP1 -0.010
Cov(SS1_1, SO3_2) Between Wave 1 2 Significance Significance SS1 SO3 -0.010
Cov(CI3_1, SO1_1) Within Wave 1 1 Coherence Significance CI3 SO1 0.010
Cov(DG1_1, CG3_2) Between Wave 1 2 Direction Coherence DG1 CG3 -0.010
Cov(DM3_1, DP2_2) Between Wave 1 2 Direction Direction DM3 DP2 0.010
Cov(CG3_1, CI2_1) Within Wave 1 1 Coherence Coherence CG3 CI2 0.009
Cov(SS1_2, DM1_2) Within Wave 2 2 Significance Direction SS1 DM1 0.009
Cov(SS2_1, DP3_1) Within Wave 1 1 Significance Direction SS2 DP3 -0.009
Cov(SO1_2, DM3_2) Within Wave 2 2 Significance Direction SO1 DM3 -0.009
Cov(CI1_1, CG1_2) Between Wave 1 2 Coherence Coherence CI1 CG1 0.009
Cov(SS1_2, DG1_2) Within Wave 2 2 Significance Direction SS1 DG1 0.009
Cov(CI3_1, DG2_2) Between Wave 1 2 Coherence Direction CI3 DG2 -0.009
Cov(CG3_1, SS2_2) Between Wave 1 2 Coherence Significance CG3 SS2 0.009
Cov(SS2_2, DM1_2) Within Wave 2 2 Significance Direction SS2 DM1 0.009
Cov(CG2_2, SS3_2) Within Wave 2 2 Coherence Significance CG2 SS3 0.009
Cov(DM2_1, SO3_2) Between Wave 1 2 Direction Significance DM2 SO3 -0.008
Cov(DP3_1, CI2_2) Between Wave 1 2 Direction Coherence DP3 CI2 0.008
Cov(SO3_1, DM3_2) Between Wave 1 2 Significance Direction SO3 DM3 -0.008
Cov(SS2_1, CG3_2) Between Wave 1 2 Significance Coherence SS2 CG3 0.008
Cov(CI3_1, DP3_2) Between Wave 1 2 Coherence Direction CI3 DP3 0.008
Cov(SS1_2, SO2_2) Within Wave 2 2 Significance Significance SS1 SO2 -0.008
Cov(CG1_2, CG3_2) Within Wave 2 2 Coherence Coherence CG1 CG3 0.008
Cov(SO2_1, DM1_2) Between Wave 1 2 Significance Direction SO2 DM1 -0.008
Cov(SS3_1, DM2_1) Within Wave 1 1 Significance Direction SS3 DM2 0.008
Cov(DP3_1, SO2_2) Between Wave 1 2 Direction Significance DP3 SO2 -0.008
Cov(CI1_2, DM2_2) Within Wave 2 2 Coherence Direction CI1 DM2 -0.007
Cov(CG3_1, SS3_1) Within Wave 1 1 Coherence Significance CG3 SS3 -0.007
Cov(SO1_1, DP3_1) Within Wave 1 1 Significance Direction SO1 DP3 0.007
Cov(SO3_2, DP2_2) Within Wave 2 2 Significance Direction SO3 DP2 -0.007
Cov(SO1_1, DP1_2) Between Wave 1 2 Significance Direction SO1 DP1 -0.007
Cov(DM2_1, DP2_2) Between Wave 1 2 Direction Direction DM2 DP2 0.007
Cov(SS3_2, DM2_2) Within Wave 2 2 Significance Direction SS3 DM2 -0.007
Cov(DM3_1, SS2_2) Between Wave 1 2 Direction Significance DM3 SS2 -0.007
Cov(CG2_1, SS1_2) Between Wave 1 2 Coherence Significance CG2 SS1 -0.007
Cov(CG3_1, DP3_1) Within Wave 1 1 Coherence Direction CG3 DP3 -0.007
Cov(DP1_2, DP2_2) Within Wave 2 2 Direction Direction DP1 DP2 0.007
Cov(CG3_1, DM2_2) Between Wave 1 2 Coherence Direction CG3 DM2 -0.007
Cov(SS1_1, DM3_2) Between Wave 1 2 Significance Direction SS1 DM3 0.007
Cov(CI2_1, SO3_2) Between Wave 1 2 Coherence Significance CI2 SO3 -0.006
Cov(DM3_1, CI1_2) Between Wave 1 2 Direction Coherence DM3 CI1 -0.006
Cov(CI2_1, DP1_2) Between Wave 1 2 Coherence Direction CI2 DP1 -0.006
Cov(DG2_1, SS2_2) Between Wave 1 2 Direction Significance DG2 SS2 -0.006
Cov(SS3_1, DP1_2) Between Wave 1 2 Significance Direction SS3 DP1 0.006
Cov(DP2_1, SO3_2) Between Wave 1 2 Direction Significance DP2 SO3 -0.006
Cov(SS2_1, DM1_2) Between Wave 1 2 Significance Direction SS2 DM1 -0.006
Cov(SO3_1, DG1_1) Within Wave 1 1 Significance Direction SO3 DG1 0.006
Cov(SS2_2, DG3_2) Within Wave 2 2 Significance Direction SS2 DG3 -0.006
Cov(CI2_2, DM1_2) Within Wave 2 2 Coherence Direction CI2 DM1 -0.006
Cov(DP3_1, SS1_2) Between Wave 1 2 Direction Significance DP3 SS1 0.006
Cov(CI1_1, DM3_2) Between Wave 1 2 Coherence Direction CI1 DM3 0.006
Cov(CG3_2, SS2_2) Within Wave 2 2 Coherence Significance CG3 SS2 0.006
Cov(DP2_1, SS2_2) Between Wave 1 2 Direction Significance DP2 SS2 -0.006
Cov(CI3_1, DM2_1) Within Wave 1 1 Coherence Direction CI3 DM2 0.006
Cov(CI3_1, DM3_2) Between Wave 1 2 Coherence Direction CI3 DM3 -0.006
Cov(SO1_1, DP2_2) Between Wave 1 2 Significance Direction SO1 DP2 0.006
Cov(DG3_1, SO1_2) Between Wave 1 2 Direction Significance DG3 SO1 0.006
Cov(SS2_2, DG1_2) Within Wave 2 2 Significance Direction SS2 DG1 -0.006
Cov(SO3_1, CI1_2) Between Wave 1 2 Significance Coherence SO3 CI1 -0.005
Cov(DP1_1, DP3_1) Within Wave 1 1 Direction Direction DP1 DP3 -0.005
Cov(CI2_1, DG3_1) Within Wave 1 1 Coherence Direction CI2 DG3 0.005
Cov(CG3_1, SS2_1) Within Wave 1 1 Coherence Significance CG3 SS2 -0.005
Cov(CI3_1, CI1_2) Between Wave 1 2 Coherence Coherence CI3 CI1 0.005
Cov(CG3_2, DP1_2) Within Wave 2 2 Coherence Direction CG3 DP1 0.005
Cov(SO2_1, DP3_2) Between Wave 1 2 Significance Direction SO2 DP3 0.005
Cov(DP1_1, DG3_2) Between Wave 1 2 Direction Direction DP1 DG3 -0.005
Cov(DM3_1, SO1_2) Between Wave 1 2 Direction Significance DM3 SO1 -0.005
Cov(SS2_2, DP2_2) Within Wave 2 2 Significance Direction SS2 DP2 -0.005
Cov(CI2_1, DG2_2) Between Wave 1 2 Coherence Direction CI2 DG2 -0.005
Cov(SO1_1, SS2_2) Between Wave 1 2 Significance Significance SO1 SS2 0.005
Cov(CG2_1, SS3_2) Between Wave 1 2 Coherence Significance CG2 SS3 0.005
Cov(DP1_1, SO2_2) Between Wave 1 2 Direction Significance DP1 SO2 0.005
Cov(SS3_1, DM3_2) Between Wave 1 2 Significance Direction SS3 DM3 -0.004
Cov(CI1_2, DP3_2) Within Wave 2 2 Coherence Direction CI1 DP3 -0.004
Cov(DM2_1, SS2_2) Between Wave 1 2 Direction Significance DM2 SS2 0.004
Cov(SO1_1, DM1_2) Between Wave 1 2 Significance Direction SO1 DM1 0.004
Cov(SO1_1, DG2_2) Between Wave 1 2 Significance Direction SO1 DG2 0.004
Cov(CI1_1, DG1_2) Between Wave 1 2 Coherence Direction CI1 DG1 0.004
Cov(CG3_1, DM2_1) Within Wave 1 1 Coherence Direction CG3 DM2 -0.004
Cov(DM1_1, DP2_2) Between Wave 1 2 Direction Direction DM1 DP2 0.004
Cov(CI3_2, DM3_2) Within Wave 2 2 Coherence Direction CI3 DM3 0.004
Cov(SO3_1, DM3_1) Within Wave 1 1 Significance Direction SO3 DM3 0.004
Cov(CG1_1, SS3_1) Within Wave 1 1 Coherence Significance CG1 SS3 0.004
Cov(SO1_1, DM2_1) Within Wave 1 1 Significance Direction SO1 DM2 0.004
Cov(SS2_2, SO1_2) Within Wave 2 2 Significance Significance SS2 SO1 -0.003
Cov(CI1_2, DM3_2) Within Wave 2 2 Coherence Direction CI1 DM3 -0.003
Cov(CI1_2, SS2_2) Within Wave 2 2 Coherence Significance CI1 SS2 0.003
Cov(SO2_1, DP1_2) Between Wave 1 2 Significance Direction SO2 DP1 0.003
Cov(SO1_1, DM3_1) Within Wave 1 1 Significance Direction SO1 DM3 0.003
Cov(DM1_1, SS1_2) Between Wave 1 2 Direction Significance DM1 SS1 0.003
Cov(CI1_1, DM2_2) Between Wave 1 2 Coherence Direction CI1 DM2 0.003
Cov(CG1_1, SS3_2) Between Wave 1 2 Coherence Significance CG1 SS3 -0.003
Cov(SO3_1, DM2_1) Within Wave 1 1 Significance Direction SO3 DM2 -0.003
Cov(CG3_2, SS1_2) Within Wave 2 2 Coherence Significance CG3 SS1 -0.003
Cov(CG3_1, SO2_2) Between Wave 1 2 Coherence Significance CG3 SO2 0.003
Cov(CI1_1, CG2_2) Between Wave 1 2 Coherence Coherence CI1 CG2 -0.003
Cov(SO1_1, DG1_2) Between Wave 1 2 Significance Direction SO1 DG1 0.003
Cov(DM3_1, SO3_2) Between Wave 1 2 Direction Significance DM3 SO3 -0.002
Cov(DP1_2, DP3_2) Within Wave 2 2 Direction Direction DP1 DP3 -0.002
Cov(CI3_2, DG1_2) Within Wave 2 2 Coherence Direction CI3 DG1 -0.002
Cov(CG3_1, CG1_2) Between Wave 1 2 Coherence Coherence CG3 CG1 0.002
Cov(DP2_1, DP1_2) Between Wave 1 2 Direction Direction DP2 DP1 -0.002
Cov(DM2_1, CG3_2) Between Wave 1 2 Direction Coherence DM2 CG3 -0.002
Cov(CG3_1, SS1_1) Within Wave 1 1 Coherence Significance CG3 SS1 0.002
Cov(CG3_1, DG3_1) Within Wave 1 1 Coherence Direction CG3 DG3 -0.002
Cov(DM3_1, DP1_2) Between Wave 1 2 Direction Direction DM3 DP1 0.002
Cov(SO3_1, DP1_1) Within Wave 1 1 Significance Direction SO3 DP1 -0.002
Cov(DM2_1, CG1_2) Between Wave 1 2 Direction Coherence DM2 CG1 -0.002
Cov(CG3_1, SS3_2) Between Wave 1 2 Coherence Significance CG3 SS3 0.002
Cov(SS2_1, SO1_2) Between Wave 1 2 Significance Significance SS2 SO1 0.002
Cov(CI3_1, SO2_1) Within Wave 1 1 Coherence Significance CI3 SO2 0.002
Cov(DP1_1, DP2_1) Within Wave 1 1 Direction Direction DP1 DP2 0.002
Cov(CG3_1, CI3_1) Within Wave 1 1 Coherence Coherence CG3 CI3 0.001
Cov(SS3_1, DM2_2) Between Wave 1 2 Significance Direction SS3 DM2 0.001
Cov(SS1_1, DM1_1) Within Wave 1 1 Significance Direction SS1 DM1 0.001
Cov(CI1_1, DG1_1) Within Wave 1 1 Coherence Direction CI1 DG1 0.001
Cov(DM1_1, SS2_2) Between Wave 1 2 Direction Significance DM1 SS2 0.001
Cov(DM1_1, SO1_2) Between Wave 1 2 Direction Significance DM1 SO1 0.001
Cov(DG3_1, CI2_2) Between Wave 1 2 Direction Coherence DG3 CI2 0.001
Cov(SS3_1, DM3_1) Within Wave 1 1 Significance Direction SS3 DM3 0.000
Cov(SO3_1, DG3_2) Between Wave 1 2 Significance Direction SO3 DG3 0.000
Cov(DM2_1, SS3_2) Between Wave 1 2 Direction Significance DM2 SS3 0.000
Cov(DP3_1, DP2_2) Between Wave 1 2 Direction Direction DP3 DP2 0.000
Cov(SS1_1, SS3_2) Between Wave 1 2 Significance Significance SS1 SS3 0.000
Cov(DP3_1, DP1_2) Between Wave 1 2 Direction Direction DP3 DP1 0.000
Cov(CI3_1, DG3_2) Between Wave 1 2 Coherence Direction CI3 DG3 0.000
Cov(SO2_1, DG2_2) Between Wave 1 2 Significance Direction SO2 DG2 0.000
Cov(SO1_1, DP3_2) Between Wave 1 2 Significance Direction SO1 DP3 0.000
Cov(DM1_1, SS3_2) Between Wave 1 2 Direction Significance DM1 SS3 0.000
Cov(SS2_1, CI1_2) Between Wave 1 2 Significance Coherence SS2 CI1 0.000
Cov(SO2_2, DG1_2) Within Wave 2 2 Significance Direction SO2 DG1 0.000
Cov(DG3_1, DG3_2) Between Wave 1 2 Direction Direction DG3 DG3 0.000
Cov(DG2_1, DG2_2) Between Wave 1 2 Direction Direction DG2 DG2 0.000
Cov(SO1_1, SO1_2) Between Wave 1 2 Significance Significance SO1 SO1 0.000
Cov(DP3_1, DP3_2) Between Wave 1 2 Direction Direction DP3 DP3 0.000
Cov(CI2_1, CI2_2) Between Wave 1 2 Coherence Coherence CI2 CI2 0.000
Cov(DG1_1, DG1_2) Between Wave 1 2 Direction Direction DG1 DG1 0.000
Cov(SO3_1, SO3_2) Between Wave 1 2 Significance Significance SO3 SO3 0.000
Cov(DM1_1, DM1_2) Between Wave 1 2 Direction Direction DM1 DM1 0.000
Cov(DM2_1, DM2_2) Between Wave 1 2 Direction Direction DM2 DM2 0.000
Cov(SS2_1, SS2_2) Between Wave 1 2 Significance Significance SS2 SS2 0.000
Cov(SO2_1, SO2_2) Between Wave 1 2 Significance Significance SO2 SO2 0.000
Cov(CI3_1, CI3_2) Between Wave 1 2 Coherence Coherence CI3 CI3 0.000
Cov(CG3_1, CG3_2) Between Wave 1 2 Coherence Coherence CG3 CG3 0.000
Cov(SS1_1, SS1_2) Between Wave 1 2 Significance Significance SS1 SS1 0.000
Cov(DM3_1, DM3_2) Between Wave 1 2 Direction Direction DM3 DM3 0.000
Cov(DP2_1, DP2_2) Between Wave 1 2 Direction Direction DP2 DP2 0.000
Cov(DP1_1, DP1_2) Between Wave 1 2 Direction Direction DP1 DP1 0.000
Cov(CG2_1, CG2_2) Between Wave 1 2 Coherence Coherence CG2 CG2 0.000
Cov(CG1_1, CG1_2) Between Wave 1 2 Coherence Coherence CG1 CG1 0.000
Cov(SS3_1, SS3_2) Between Wave 1 2 Significance Significance SS3 SS3 0.000
Cov(CI1_1, CI1_2) Between Wave 1 2 Coherence Coherence CI1 CI1 0.000
resid.config %>%
    filter(V1_Domain == V2_Domain) %>%
    ggplot(aes(x = resid, color = V1_Domain, fill = V1_Domain)) + geom_density(alpha = 0.5,
    adjust = 2) + geom_vline(xintercept = 0, linetype = "dashed") + facet_wrap(. ~
    Same_Wave) + labs(x = "Residual of correlations (Observed - Model Implied)") +
    annotate("text", x = -0.15, y = 9, label = "Over estimate") + annotate("text",
    x = 0.15, y = 9, label = "Under estimate") + theme_bw()

Mod indices

modindices(fit.config.wide, sort. = T, maximum.number = 20)
       lhs op   rhs      mi    epc sepc.lv sepc.all sepc.nox
1491 DM2_2 ~~ DM3_2 489.786  0.190   0.190    0.888    0.888
1309 CG1_2 ~~ CG2_2 460.279  0.206   0.206    1.018    1.018
679  CG1_1 ~~ CG2_1 395.654  0.221   0.221    0.776    0.776
1121 DM2_1 ~~ DM3_1 394.215  0.201   0.201    0.750    0.750
1518 DG2_2 ~~ DG3_2 312.316  0.249   0.249    0.513    0.513
1464 SO2_2 ~~ SO3_2 290.071  0.234   0.234    0.543    0.543
601     C2 =~ DM1_2 230.486  0.345   0.345    0.345    0.345
634     S2 =~ CI1_2 226.576  0.365   0.365    0.365    0.365
475     C1 =~ DM1_1 219.991  0.326   0.326    0.326    0.326
670     D2 =~ CI1_2 215.949  0.320   0.320    0.320    0.320
511     S1 =~ DM1_1 209.663  0.446   0.446    0.446    0.446
605     C2 =~ DP2_2 199.928  0.307   0.307    0.307    0.307
505     S1 =~ CG1_1 198.448 -0.380  -0.380   -0.380   -0.380
1268 DG2_1 ~~ DG3_1 193.544  0.225   0.225    0.418    0.418
1516 DG1_2 ~~ DG2_2 193.191  0.193   0.193    0.462    0.462
597     C2 =~ SS3_2 187.191  0.383   0.383    0.383    0.383
1517 DG1_2 ~~ DG3_2 186.329  0.193   0.193    0.455    0.455
479     C1 =~ DP2_1 185.487  0.280   0.280    0.280    0.280
637     S2 =~ DM1_2 182.877  0.445   0.445    0.445    0.445
496     C1 =~ DM1_2 173.810  0.200   0.200    0.200    0.200

Testing Equality of Thresholds

The test of structural/configural invariance resulted in evidence of the tenability of structural similarity across ways within the same people. Next, the thresholds are examined for potential variance across waves. This is done in two ways. First, using the longitudinal model with the correlated residuals. Second, treating the waves are independent (i.e., multigroup factor analysis).

When testing the equivalence of the threshold, the tricky part is then freeing the estimation of the latent response scales and intercepts in wave 2. In wave 1, the latent response scales and intercepts are fixed to 1 and 0, respectively, for identification. At wave 2, the same item latent response scales and intercepts are estimates relative to their wave 1 counterparts. There is no easy way (that I know of) to write this full model out for a longitudinal model in wide format as the items are entered in within each individual (i.e., no “group” syntax) that makes the syntax more streamlined. Therefore, the model must be written out completely. Well, you can shorten the code, but I have written the full model out so that I can make sure the model is specified correctly and is easy to share how intense this can be.

Longitudinal Model

threshold.model.wide <- "
## ================================================= ##
## Wave 1

# Factor Loadings
C1 =~ NA*CG1_1 + CG2_1 + CG3_1 + CI1_1 + CI2_1 + CI3_1
S1 =~ NA*SS1_1 + SS2_1 + SS3_1 + SO1_1 + SO2_1 + SO3_1
D1 =~ NA*DM1_1 + DM2_1 + DM3_1 + DP1_1 + DP2_1 + DP3_1 + DG1_1 + DG2_1 + DG3_1

# Factor covariances
C1 ~~ S1 + D1
S1 ~~ D1 

# Factor variances
C1 ~~ 1*C1
S1 ~~ 1*S1
D1 ~~ 1*D1

# Factor means/intercepts
C1 ~ 0*1
S1 ~ 0*1
D1 ~ 0*1

# Thresholds
CG1_1 | CG1.thr1*t1 + CG1.thr2*t2 + CG1.thr3*t3 + CG1.thr4*t4 + CG1.thr5*t5 + CG1.thr6*t6
CG2_1 | CG2.thr1*t1 + CG2.thr2*t2 + CG2.thr3*t3 + CG2.thr4*t4 + CG2.thr5*t5 + CG2.thr6*t6
CG3_1 | CG3.thr1*t1 + CG3.thr2*t2 + CG3.thr3*t3 + CG3.thr4*t4 + CG3.thr5*t5 + CG3.thr6*t6

CI1_1 | CI1.thr1*t1 + CI1.thr2*t2 + CI1.thr3*t3 + CI1.thr4*t4 + CI1.thr5*t5 + CI1.thr6*t6
CI2_1 | CI2.thr1*t1 + CI2.thr2*t2 + CI2.thr3*t3 + CI2.thr4*t4 + CI2.thr5*t5 + CI2.thr6*t6
CI3_1 | CI3.thr1*t1 + CI3.thr2*t2 + CI3.thr3*t3 + CI3.thr4*t4 + CI3.thr5*t5 + CI3.thr6*t6

SS1_1 | SS1.thr1*t1 + SS1.thr2*t2 + SS1.thr3*t3 + SS1.thr4*t4 + SS1.thr5*t5 + SS1.thr6*t6
SS2_1 | SS2.thr1*t1 + SS2.thr2*t2 + SS2.thr3*t3 + SS2.thr4*t4 + SS2.thr5*t5 + SS2.thr6*t6
SS3_1 | SS3.thr1*t1 + SS3.thr2*t2 + SS3.thr3*t3 + SS3.thr4*t4 + SS3.thr5*t5 + SS3.thr6*t6

SO1_1 | SO1.thr1*t1 + SO1.thr2*t2 + SO1.thr3*t3 + SO1.thr4*t4 + SO1.thr5*t5 + SO1.thr6*t6
SO2_1 | SO2.thr1*t1 + SO2.thr2*t2 + SO2.thr3*t3 + SO2.thr4*t4 + SO2.thr5*t5 + SO2.thr6*t6
SO3_1 | SO3.thr1*t1 + SO3.thr2*t2 + SO3.thr3*t3 + SO3.thr4*t4 + SO3.thr5*t5 + SO3.thr6*t6

DM1_1 | DM1.thr1*t1 + DM1.thr2*t2 + DM1.thr3*t3 + DM1.thr4*t4 + DM1.thr5*t5 + DM1.thr6*t6
DM2_1 | DM2.thr1*t1 + DM2.thr2*t2 + DM2.thr3*t3 + DM2.thr4*t4 + DM2.thr5*t5 + DM2.thr6*t6
DM3_1 | DM3.thr1*t1 + DM3.thr2*t2 + DM3.thr3*t3 + DM3.thr4*t4 + DM3.thr5*t5 + DM3.thr6*t6

DP1_1 | DP1.thr1*t1 + DP1.thr2*t2 + DP1.thr3*t3 + DP1.thr4*t4 + DP1.thr5*t5 + DP1.thr6*t6
DP2_1 | DP2.thr1*t1 + DP2.thr2*t2 + DP2.thr3*t3 + DP2.thr4*t4 + DP2.thr5*t5 + DP2.thr6*t6
DP3_1 | DP3.thr1*t1 + DP3.thr2*t2 + DP3.thr3*t3 + DP3.thr4*t4 + DP3.thr5*t5 + DP3.thr6*t6

DG1_1 | DG1.thr1*t1 + DG1.thr2*t2 + DG1.thr3*t3 + DG1.thr4*t4 + DG1.thr5*t5 + DG1.thr6*t6
DG2_1 | DG2.thr1*t1 + DG2.thr2*t2 + DG2.thr3*t3 + DG2.thr4*t4 + DG2.thr5*t5 + DG2.thr6*t6
DG3_1 | DG3.thr1*t1 + DG3.thr2*t2 + DG3.thr3*t3 + DG3.thr4*t4 + DG3.thr5*t5 + DG3.thr6*t6

# latent response intercepts - fixed to 0
CG1_1 ~  0*1
CG2_1 ~  0*1
CG3_1 ~  0*1
CI1_1 ~  0*1
CI2_1 ~  0*1
CI3_1 ~  0*1
SS1_1 ~  0*1
SS2_1 ~  0*1
SS3_1 ~  0*1
SO1_1 ~  0*1
SO2_1 ~  0*1
SO3_1 ~  0*1
DM1_1 ~  0*1
DM2_1 ~  0*1
DM3_1 ~  0*1
DP1_1 ~  0*1
DP2_1 ~  0*1
DP3_1 ~  0*1
DG1_1 ~  0*1
DG2_1 ~  0*1
DG3_1 ~  0*1

# latent response scales - fixed to 1
CG1_1 ~*~ 1*CG1_1
CG2_1 ~*~ 1*CG2_1
CG3_1 ~*~ 1*CG3_1
CI1_1 ~*~ 1*CI1_1
CI2_1 ~*~ 1*CI2_1
CI3_1 ~*~ 1*CI3_1
SS1_1 ~*~ 1*SS1_1
SS2_1 ~*~ 1*SS2_1
SS3_1 ~*~ 1*SS3_1
SO1_1 ~*~ 1*SO1_1
SO2_1 ~*~ 1*SO2_1
SO3_1 ~*~ 1*SO3_1
DM1_1 ~*~ 1*DM1_1
DM2_1 ~*~ 1*DM2_1
DM3_1 ~*~ 1*DM3_1
DP1_1 ~*~ 1*DP1_1
DP2_1 ~*~ 1*DP2_1
DP3_1 ~*~ 1*DP3_1
DG1_1 ~*~ 1*DG1_1
DG2_1 ~*~ 1*DG2_1
DG3_1 ~*~ 1*DG3_1

## ================================================= ##
##  Wave 2

# Factor Loadings
C2 =~ NA*CG1_2 + CG2_2 + CG3_2 + CI1_2 + CI2_2 + CI3_2
S2 =~ NA*SS1_2 + SS2_2 + SS3_2 + SO1_2 + SO2_2 + SO3_2
D2 =~ NA*DM1_2 + DM2_2 + DM3_2 + DP1_2 + DP2_2 + DP3_2 + DG1_2 + DG2_2 + DG3_2

# Factor covariances
C2 ~~ S2 + D2
S2 ~~ D2

# Factor Variances
C2 ~~ 1*C2
S2 ~~ 1*S2
D2 ~~ 1*D2

# Factor means/intercepts
C2 ~ 0*1
S2 ~ 0*1
D2 ~ 0*1

# Thresholds
CG1_2 | CG1.thr1*t1 + CG1.thr2*t2 + CG1.thr3*t3 + CG1.thr4*t4 + CG1.thr5*t5 + CG1.thr6*t6
CG2_2 | CG2.thr1*t1 + CG2.thr2*t2 + CG2.thr3*t3 + CG2.thr4*t4 + CG2.thr5*t5 + CG2.thr6*t6
CG3_2 | CG3.thr1*t1 + CG3.thr2*t2 + CG3.thr3*t3 + CG3.thr4*t4 + CG3.thr5*t5 + CG3.thr6*t6

CI1_2 | CI1.thr1*t1 + CI1.thr2*t2 + CI1.thr3*t3 + CI1.thr4*t4 + CI1.thr5*t5 + CI1.thr6*t6
CI2_2 | CI2.thr1*t1 + CI2.thr2*t2 + CI2.thr3*t3 + CI2.thr4*t4 + CI2.thr5*t5 + CI2.thr6*t6
CI3_2 | CI3.thr1*t1 + CI3.thr2*t2 + CI3.thr3*t3 + CI3.thr4*t4 + CI3.thr5*t5 + CI3.thr6*t6

SS1_2 | SS1.thr1*t1 + SS1.thr2*t2 + SS1.thr3*t3 + SS1.thr4*t4 + SS1.thr5*t5 + SS1.thr6*t6
SS2_2 | SS2.thr1*t1 + SS2.thr2*t2 + SS2.thr3*t3 + SS2.thr4*t4 + SS2.thr5*t5 + SS2.thr6*t6
SS3_2 | SS3.thr1*t1 + SS3.thr2*t2 + SS3.thr3*t3 + SS3.thr4*t4 + SS3.thr5*t5 + SS3.thr6*t6

SO1_2 | SO1.thr1*t1 + SO1.thr2*t2 + SO1.thr3*t3 + SO1.thr4*t4 + SO1.thr5*t5 + SO1.thr6*t6
SO2_2 | SO2.thr1*t1 + SO2.thr2*t2 + SO2.thr3*t3 + SO2.thr4*t4 + SO2.thr5*t5 + SO2.thr6*t6
SO3_2 | SO3.thr1*t1 + SO3.thr2*t2 + SO3.thr3*t3 + SO3.thr4*t4 + SO3.thr5*t5 + SO3.thr6*t6

DM1_2 | DM1.thr1*t1 + DM1.thr2*t2 + DM1.thr3*t3 + DM1.thr4*t4 + DM1.thr5*t5 + DM1.thr6*t6
DM2_2 | DM2.thr1*t1 + DM2.thr2*t2 + DM2.thr3*t3 + DM2.thr4*t4 + DM2.thr5*t5 + DM2.thr6*t6
DM3_2 | DM3.thr1*t1 + DM3.thr2*t2 + DM3.thr3*t3 + DM3.thr4*t4 + DM3.thr5*t5 + DM3.thr6*t6

DP1_2 | DP1.thr1*t1 + DP1.thr2*t2 + DP1.thr3*t3 + DP1.thr4*t4 + DP1.thr5*t5 + DP1.thr6*t6
DP2_2 | DP2.thr1*t1 + DP2.thr2*t2 + DP2.thr3*t3 + DP2.thr4*t4 + DP2.thr5*t5 + DP2.thr6*t6
DP3_2 | DP3.thr1*t1 + DP3.thr2*t2 + DP3.thr3*t3 + DP3.thr4*t4 + DP3.thr5*t5 + DP3.thr6*t6

DG1_2 | DG1.thr1*t1 + DG1.thr2*t2 + DG1.thr3*t3 + DG1.thr4*t4 + DG1.thr5*t5 + DG1.thr6*t6
DG2_2 | DG2.thr1*t1 + DG2.thr2*t2 + DG2.thr3*t3 + DG2.thr4*t4 + DG2.thr5*t5 + DG2.thr6*t6
DG3_2 | DG3.thr1*t1 + DG3.thr2*t2 + DG3.thr3*t3 + DG3.thr4*t4 + DG3.thr5*t5 + DG3.thr6*t6

# latent response intercepts - free - relative to wave 1
CG1_2 ~  NA*1
CG2_2 ~  NA*1
CG3_2 ~  NA*1
CI1_2 ~  NA*1
CI2_2 ~  NA*1
CI3_2 ~  NA*1
SS1_2 ~  NA*1
SS2_2 ~  NA*1
SS3_2 ~  NA*1
SO1_2 ~  NA*1
SO2_2 ~  NA*1
SO3_2 ~  NA*1
DM1_2 ~  NA*1
DM2_2 ~  NA*1
DM3_2 ~  NA*1
DP1_2 ~  NA*1
DP2_2 ~  NA*1
DP3_2 ~  NA*1
DG1_2 ~  NA*1
DG2_2 ~  NA*1
DG3_2 ~  NA*1

# latent response scales - free - relative to wave 1
CG1_2 ~*~ NA*CG1_2
CG2_2 ~*~ NA*CG2_2
CG3_2 ~*~ NA*CG3_2
CI1_2 ~*~ NA*CI1_2
CI2_2 ~*~ NA*CI2_2
CI3_2 ~*~ NA*CI3_2
SS1_2 ~*~ NA*SS1_2
SS2_2 ~*~ NA*SS2_2
SS3_2 ~*~ NA*SS3_2
SO1_2 ~*~ NA*SO1_2
SO2_2 ~*~ NA*SO2_2
SO3_2 ~*~ NA*SO3_2
DM1_2 ~*~ NA*DM1_2
DM2_2 ~*~ NA*DM2_2
DM3_2 ~*~ NA*DM3_2
DP1_2 ~*~ NA*DP1_2
DP2_2 ~*~ NA*DP2_2
DP3_2 ~*~ NA*DP3_2
DG1_2 ~*~ NA*DG1_2
DG2_2 ~*~ NA*DG2_2
DG3_2 ~*~ NA*DG3_2

## ================================================= ##
# cross wave factor covariances 
C1 ~~ C2 + S2 + D2
S1 ~~ C2 + S2 + D2
D1 ~~ C2 + S2 + D2
# cross wave item residual covariances
CG1_1 ~~ CG1_2 
CG2_1 ~~ CG2_2 
CG3_1 ~~ CG3_2 
CI1_1 ~~ CI1_2
CI2_1 ~~ CI2_2 
CI3_1 ~~ CI3_2
SS1_1 ~~ SS1_2
SS2_1 ~~ SS2_2 
SS3_1 ~~ SS3_2
SO1_1 ~~ SO1_2 
SO2_1 ~~ SO2_2 
SO3_1 ~~ SO3_2 
DM1_1 ~~ DM1_2 
DM2_1 ~~ DM2_2 
DM3_1 ~~ DM3_2 
DP1_1 ~~ DP1_2 
DP2_1 ~~ DP2_2 
DP3_1 ~~ DP3_2 
DG1_1 ~~ DG1_2 
DG2_1 ~~ DG2_2 
DG3_1 ~~ DG3_2
"

# fit model
fit.threshold.wide <- cfa(model = threshold.model.wide, data = analysis.dat.wide,
    ordered = T)
summary(fit.threshold.wide, standardized = T, fit.measures = T)
lavaan 0.6-12 ended normally after 169 iterations

  Estimator                                       DWLS
  Optimization method                           NLMINB
  Number of model parameters                       372
  Number of equality constraints                   126

  Number of observations                          1235

Model Test User Model:
                                              Standard      Robust
  Test Statistic                              8287.845    8753.807
  Degrees of freedom                               867         867
  P-value (Chi-square)                           0.000       0.000
  Scaling correction factor                                  1.001
  Shift parameter                                          477.873
    simple second-order correction                                

Model Test Baseline Model:

  Test statistic                            611392.010   90588.712
  Degrees of freedom                               861         861
  P-value                                        0.000       0.000
  Scaling correction factor                                  6.804

User Model versus Baseline Model:

  Comparative Fit Index (CFI)                    0.988       0.912
  Tucker-Lewis Index (TLI)                       0.988       0.913
                                                                  
  Robust Comparative Fit Index (CFI)                            NA
  Robust Tucker-Lewis Index (TLI)                               NA

Root Mean Square Error of Approximation:

  RMSEA                                          0.083       0.086
  90 Percent confidence interval - lower         0.082       0.084
  90 Percent confidence interval - upper         0.085       0.087
  P-value RMSEA <= 0.05                          0.000       0.000
                                                                  
  Robust RMSEA                                                  NA
  90 Percent confidence interval - lower                        NA
  90 Percent confidence interval - upper                        NA

Standardized Root Mean Square Residual:

  SRMR                                           0.056       0.056

Parameter Estimates:

  Standard errors                           Robust.sem
  Information                                 Expected
  Information saturated (h1) model        Unstructured

Latent Variables:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C1 =~                                                                 
    CG1_1             0.848    0.009   89.514    0.000    0.848    0.848
    CG2_1             0.844    0.009   92.041    0.000    0.844    0.844
    CG3_1             0.785    0.012   63.279    0.000    0.785    0.785
    CI1_1             0.907    0.009   95.948    0.000    0.907    0.907
    CI2_1             0.647    0.019   33.511    0.000    0.647    0.647
    CI3_1             0.766    0.015   49.446    0.000    0.766    0.766
  S1 =~                                                                 
    SS1_1             0.804    0.012   64.832    0.000    0.804    0.804
    SS2_1             0.686    0.017   41.273    0.000    0.686    0.686
    SS3_1             0.888    0.010   89.061    0.000    0.888    0.888
    SO1_1             0.649    0.019   34.574    0.000    0.649    0.649
    SO2_1             0.737    0.015   49.401    0.000    0.737    0.737
    SO3_1             0.703    0.016   43.276    0.000    0.703    0.703
  D1 =~                                                                 
    DM1_1             0.762    0.014   53.622    0.000    0.762    0.762
    DM2_1             0.831    0.010   85.945    0.000    0.831    0.831
    DM3_1             0.877    0.007  118.853    0.000    0.877    0.877
    DP1_1             0.908    0.007  129.919    0.000    0.908    0.908
    DP2_1             0.855    0.010   86.085    0.000    0.855    0.855
    DP3_1             0.706    0.015   46.344    0.000    0.706    0.706
    DG1_1             0.756    0.013   56.320    0.000    0.756    0.756
    DG2_1             0.694    0.016   44.030    0.000    0.694    0.694
    DG3_1             0.664    0.016   40.559    0.000    0.664    0.664
  C2 =~                                                                 
    CG1_2             0.899    0.026   34.804    0.000    0.899    0.891
    CG2_2             0.916    0.027   33.947    0.000    0.916    0.896
    CG3_2             0.846    0.027   31.554    0.000    0.846    0.804
    CI1_2             0.933    0.027   34.768    0.000    0.933    0.928
    CI2_2             0.692    0.028   24.622    0.000    0.692    0.698
    CI3_2             0.785    0.027   28.903    0.000    0.785    0.780
  S2 =~                                                                 
    SS1_2             0.822    0.027   30.383    0.000    0.822    0.807
    SS2_2             0.680    0.026   26.608    0.000    0.680    0.727
    SS3_2             0.892    0.027   33.281    0.000    0.892    0.900
    SO1_2             0.669    0.028   23.757    0.000    0.669    0.656
    SO2_2             0.789    0.028   28.591    0.000    0.789    0.753
    SO3_2             0.792    0.028   28.199    0.000    0.792    0.755
  D2 =~                                                                 
    DM1_2             0.875    0.028   30.928    0.000    0.875    0.825
    DM2_2             0.849    0.026   32.311    0.000    0.849    0.867
    DM3_2             0.917    0.028   33.283    0.000    0.917    0.903
    DP1_2             0.919    0.027   33.634    0.000    0.919    0.905
    DP2_2             0.899    0.027   32.724    0.000    0.899    0.880
    DP3_2             0.771    0.029   26.995    0.000    0.771    0.758
    DG1_2             0.835    0.029   28.871    0.000    0.835    0.796
    DG2_2             0.755    0.030   25.206    0.000    0.755    0.723
    DG3_2             0.720    0.029   25.128    0.000    0.720    0.713

Covariances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C1 ~~                                                                 
    S1                0.746    0.013   58.340    0.000    0.746    0.746
    D1                0.704    0.013   52.707    0.000    0.704    0.704
  S1 ~~                                                                 
    D1                0.785    0.012   65.027    0.000    0.785    0.785
  C2 ~~                                                                 
    S2                0.759    0.013   59.627    0.000    0.759    0.759
    D2                0.757    0.011   67.074    0.000    0.757    0.757
  S2 ~~                                                                 
    D2                0.827    0.009   92.144    0.000    0.827    0.827
  C1 ~~                                                                 
    C2                0.665    0.017   39.981    0.000    0.665    0.665
    S2                0.565    0.020   28.800    0.000    0.565    0.565
    D2                0.551    0.019   29.157    0.000    0.551    0.551
  S1 ~~                                                                 
    C2                0.547    0.020   26.682    0.000    0.547    0.547
    S2                0.710    0.015   46.284    0.000    0.710    0.710
    D2                0.587    0.019   30.990    0.000    0.587    0.587
  D1 ~~                                                                 
    C2                0.543    0.019   28.109    0.000    0.543    0.543
    S2                0.622    0.018   35.345    0.000    0.622    0.622
    D2                0.667    0.015   43.188    0.000    0.667    0.667
 .CG1_1 ~~                                                              
   .CG1_2             0.088    0.011    8.388    0.000    0.088    0.364
 .CG2_1 ~~                                                              
   .CG2_2             0.055    0.011    4.968    0.000    0.055    0.225
 .CG3_1 ~~                                                              
   .CG3_2             0.113    0.012    9.074    0.000    0.113    0.292
 .CI1_1 ~~                                                              
   .CI1_2             0.045    0.010    4.565    0.000    0.045    0.287
 .CI2_1 ~~                                                              
   .CI2_2             0.170    0.017   10.281    0.000    0.170    0.315
 .CI3_1 ~~                                                              
   .CI3_2             0.151    0.015   10.005    0.000    0.151    0.374
 .SS1_1 ~~                                                              
   .SS1_2             0.140    0.014   10.197    0.000    0.140    0.391
 .SS2_1 ~~                                                              
   .SS2_2             0.206    0.016   13.277    0.000    0.206    0.440
 .SS3_1 ~~                                                              
   .SS3_2             0.016    0.011    1.487    0.137    0.016    0.080
 .SO1_1 ~~                                                              
   .SO1_2             0.193    0.018   10.451    0.000    0.193    0.330
 .SO2_1 ~~                                                              
   .SO2_2             0.208    0.016   13.394    0.000    0.208    0.448
 .SO3_1 ~~                                                              
   .SO3_2             0.219    0.018   12.155    0.000    0.219    0.448
 .DM1_1 ~~                                                              
   .DM1_2             0.153    0.015   10.053    0.000    0.153    0.395
 .DM2_1 ~~                                                              
   .DM2_2             0.081    0.013    6.222    0.000    0.081    0.297
 .DM3_1 ~~                                                              
   .DM3_2             0.031    0.012    2.584    0.010    0.031    0.147
 .DP1_1 ~~                                                              
   .DP1_2             0.015    0.010    1.522    0.128    0.015    0.085
 .DP2_1 ~~                                                              
   .DP2_2             0.081    0.011    7.114    0.000    0.081    0.321
 .DP3_1 ~~                                                              
   .DP3_2             0.159    0.017    9.337    0.000    0.159    0.338
 .DG1_1 ~~                                                              
   .DG1_2             0.179    0.016   10.882    0.000    0.179    0.431
 .DG2_1 ~~                                                              
   .DG2_2             0.200    0.018   10.887    0.000    0.200    0.386
 .DG3_1 ~~                                                              
   .DG3_2             0.199    0.020   10.016    0.000    0.199    0.376

Intercepts:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    C1                0.000                               0.000    0.000
    S1                0.000                               0.000    0.000
    D1                0.000                               0.000    0.000
   .CG1_1             0.000                               0.000    0.000
   .CG2_1             0.000                               0.000    0.000
   .CG3_1             0.000                               0.000    0.000
   .CI1_1             0.000                               0.000    0.000
   .CI2_1             0.000                               0.000    0.000
   .CI3_1             0.000                               0.000    0.000
   .SS1_1             0.000                               0.000    0.000
   .SS2_1             0.000                               0.000    0.000
   .SS3_1             0.000                               0.000    0.000
   .SO1_1             0.000                               0.000    0.000
   .SO2_1             0.000                               0.000    0.000
   .SO3_1             0.000                               0.000    0.000
   .DM1_1             0.000                               0.000    0.000
   .DM2_1             0.000                               0.000    0.000
   .DM3_1             0.000                               0.000    0.000
   .DP1_1             0.000                               0.000    0.000
   .DP2_1             0.000                               0.000    0.000
   .DP3_1             0.000                               0.000    0.000
   .DG1_1             0.000                               0.000    0.000
   .DG2_1             0.000                               0.000    0.000
   .DG3_1             0.000                               0.000    0.000
    C2                0.000                               0.000    0.000
    S2                0.000                               0.000    0.000
    D2                0.000                               0.000    0.000
   .CG1_2            -0.071    0.028   -2.562    0.010   -0.071   -0.070
   .CG2_2            -0.105    0.029   -3.625    0.000   -0.105   -0.102
   .CG3_2            -0.088    0.030   -2.913    0.004   -0.088   -0.083
   .CI1_2            -0.064    0.027   -2.360    0.018   -0.064   -0.063
   .CI2_2            -0.035    0.031   -1.106    0.269   -0.035   -0.035
   .CI3_2            -0.064    0.029   -2.212    0.027   -0.064   -0.063
   .SS1_2            -0.135    0.027   -4.922    0.000   -0.135   -0.133
   .SS2_2            -0.109    0.027   -3.979    0.000   -0.109   -0.116
   .SS3_2            -0.108    0.028   -3.927    0.000   -0.108   -0.109
   .SO1_2            -0.028    0.031   -0.914    0.360   -0.028   -0.028
   .SO2_2            -0.044    0.028   -1.569    0.117   -0.044   -0.042
   .SO3_2            -0.057    0.028   -2.016    0.044   -0.057   -0.054
   .DM1_2            -0.115    0.029   -3.970    0.000   -0.115   -0.109
   .DM2_2            -0.119    0.028   -4.216    0.000   -0.119   -0.122
   .DM3_2            -0.121    0.029   -4.210    0.000   -0.121   -0.119
   .DP1_2            -0.117    0.029   -4.051    0.000   -0.117   -0.116
   .DP2_2            -0.109    0.028   -3.889    0.000   -0.109   -0.107
   .DP3_2            -0.089    0.030   -2.920    0.003   -0.089   -0.087
   .DG1_2            -0.033    0.029   -1.142    0.253   -0.033   -0.031
   .DG2_2            -0.098    0.031   -3.142    0.002   -0.098   -0.094
   .DG3_2            -0.032    0.031   -1.034    0.301   -0.032   -0.031

Thresholds:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1_1| (CG1.1)   -1.361    0.047  -28.774    0.000   -1.361   -1.361
    CG1_1| (CG1.2)   -0.572    0.036  -15.980    0.000   -0.572   -0.572
    CG1_1| (CG1.3)   -0.242    0.034   -7.131    0.000   -0.242   -0.242
    CG1_1| (CG1.4)    0.349    0.034   10.214    0.000    0.349    0.349
    CG1_1| (CG1.5)    1.023    0.041   24.748    0.000    1.023    1.023
    CG1_1| (CG1.6)    1.771    0.060   29.453    0.000    1.771    1.771
    CG2_1| (CG2.1)   -1.450    0.050  -29.192    0.000   -1.450   -1.450
    CG2_1| (CG2.2)   -0.635    0.036  -17.513    0.000   -0.635   -0.635
    CG2_1| (CG2.3)   -0.269    0.034   -7.919    0.000   -0.269   -0.269
    CG2_1| (CG2.4)    0.349    0.034   10.333    0.000    0.349    0.349
    CG2_1| (CG2.5)    1.058    0.041   25.759    0.000    1.058    1.058
    CG2_1| (CG2.6)    1.794    0.061   29.449    0.000    1.794    1.794
    CG3_1| (CG3.1)   -1.901    0.062  -30.567    0.000   -1.901   -1.901
    CG3_1| (CG3.2)   -1.122    0.042  -26.852    0.000   -1.122   -1.122
    CG3_1| (CG3.3)   -0.735    0.037  -19.894    0.000   -0.735   -0.735
    CG3_1| (CG3.4)   -0.156    0.033   -4.730    0.000   -0.156   -0.156
    CG3_1| (CG3.5)    0.699    0.037   18.908    0.000    0.699    0.699
    CG3_1| (CG3.6)    1.607    0.055   29.445    0.000    1.607    1.607
    CI1_1| (CI1.1)   -1.515    0.051  -29.686    0.000   -1.515   -1.515
    CI1_1| (CI1.2)   -0.815    0.038  -21.499    0.000   -0.815   -0.815
    CI1_1| (CI1.3)   -0.388    0.034  -11.331    0.000   -0.388   -0.388
    CI1_1| (CI1.4)    0.147    0.034    4.368    0.000    0.147    0.147
    CI1_1| (CI1.5)    0.815    0.038   21.636    0.000    0.815    0.815
    CI1_1| (CI1.6)    1.674    0.057   29.451    0.000    1.674    1.674
    CI2_1| (CI2.1)   -2.134    0.077  -27.779    0.000   -2.134   -2.134
    CI2_1| (CI2.2)   -1.510    0.050  -30.303    0.000   -1.510   -1.510
    CI2_1| (CI2.3)   -1.035    0.040  -25.675    0.000   -1.035   -1.035
    CI2_1| (CI2.4)   -0.521    0.034  -15.116    0.000   -0.521   -0.521
    CI2_1| (CI2.5)    0.436    0.035   12.517    0.000    0.436    0.436
    CI2_1| (CI2.6)    1.599    0.053   29.997    0.000    1.599    1.599
    CI3_1| (CI3.1)   -1.942    0.067  -29.060    0.000   -1.942   -1.942
    CI3_1| (CI3.2)   -1.224    0.044  -27.585    0.000   -1.224   -1.224
    CI3_1| (CI3.3)   -0.796    0.037  -21.518    0.000   -0.796   -0.796
    CI3_1| (CI3.4)   -0.213    0.033   -6.406    0.000   -0.213   -0.213
    CI3_1| (CI3.5)    0.539    0.035   15.255    0.000    0.539    0.539
    CI3_1| (CI3.6)    1.390    0.049   28.626    0.000    1.390    1.390
    SS1_1| (SS1.1)   -1.813    0.058  -31.035    0.000   -1.813   -1.813
    SS1_1| (SS1.2)   -1.082    0.042  -25.896    0.000   -1.082   -1.082
    SS1_1| (SS1.3)   -0.550    0.035  -15.621    0.000   -0.550   -0.550
    SS1_1| (SS1.4)    0.004    0.033    0.121    0.904    0.004    0.004
    SS1_1| (SS1.5)    0.728    0.037   19.647    0.000    0.728    0.728
    SS1_1| (SS1.6)    1.609    0.055   29.509    0.000    1.609    1.609
    SS2_1| (SS2.1)   -1.859    0.063  -29.528    0.000   -1.859   -1.859
    SS2_1| (SS2.2)   -1.378    0.047  -29.246    0.000   -1.378   -1.378
    SS2_1| (SS2.3)   -0.903    0.039  -23.319    0.000   -0.903   -0.903
    SS2_1| (SS2.4)   -0.325    0.034   -9.569    0.000   -0.325   -0.325
    SS2_1| (SS2.5)    0.267    0.034    7.891    0.000    0.267    0.267
    SS2_1| (SS2.6)    1.140    0.044   26.026    0.000    1.140    1.140
    SS3_1| (SS3.1)   -1.715    0.056  -30.747    0.000   -1.715   -1.715
    SS3_1| (SS3.2)   -0.900    0.039  -23.030    0.000   -0.900   -0.900
    SS3_1| (SS3.3)   -0.391    0.034  -11.505    0.000   -0.391   -0.391
    SS3_1| (SS3.4)    0.187    0.034    5.565    0.000    0.187    0.187
    SS3_1| (SS3.5)    0.828    0.038   21.943    0.000    0.828    0.828
    SS3_1| (SS3.6)    1.571    0.054   29.244    0.000    1.571    1.571
    SO1_1| (SO1.1)   -2.088    0.071  -29.495    0.000   -2.088   -2.088
    SO1_1| (SO1.2)   -1.374    0.047  -29.073    0.000   -1.374   -1.374
    SO1_1| (SO1.3)   -0.907    0.039  -23.103    0.000   -0.907   -0.907
    SO1_1| (SO1.4)   -0.211    0.033   -6.391    0.000   -0.211   -0.211
    SO1_1| (SO1.5)    0.531    0.035   15.027    0.000    0.531    0.531
    SO1_1| (SO1.6)    1.629    0.055   29.599    0.000    1.629    1.629
    SO2_1| (SO2.1)   -1.605    0.053  -30.476    0.000   -1.605   -1.605
    SO2_1| (SO2.2)   -0.882    0.039  -22.541    0.000   -0.882   -0.882
    SO2_1| (SO2.3)   -0.303    0.034   -9.019    0.000   -0.303   -0.303
    SO2_1| (SO2.4)    0.225    0.034    6.703    0.000    0.225    0.225
    SO2_1| (SO2.5)    0.998    0.040   24.690    0.000    0.998    0.998
    SO2_1| (SO2.6)    1.915    0.065   29.353    0.000    1.915    1.915
    SO3_1| (SO3.1)   -1.565    0.052  -30.043    0.000   -1.565   -1.565
    SO3_1| (SO3.2)   -0.789    0.038  -20.723    0.000   -0.789   -0.789
    SO3_1| (SO3.3)   -0.278    0.033   -8.307    0.000   -0.278   -0.278
    SO3_1| (SO3.4)    0.389    0.034   11.380    0.000    0.389    0.389
    SO3_1| (SO3.5)    1.136    0.042   26.732    0.000    1.136    1.136
    SO3_1| (SO3.6)    2.134    0.077   27.854    0.000    2.134    2.134
    DM1_1| (DM1.1)   -1.483    0.049  -30.137    0.000   -1.483   -1.483
    DM1_1| (DM1.2)   -0.744    0.038  -19.630    0.000   -0.744   -0.744
    DM1_1| (DM1.3)   -0.346    0.034  -10.137    0.000   -0.346   -0.346
    DM1_1| (DM1.4)    0.476    0.035   13.730    0.000    0.476    0.476
    DM1_1| (DM1.5)    1.180    0.043   27.162    0.000    1.180    1.180
    DM1_1| (DM1.6)    1.900    0.065   29.107    0.000    1.900    1.900
    DM2_1| (DM2.1)   -1.448    0.050  -29.207    0.000   -1.448   -1.448
    DM2_1| (DM2.2)   -0.751    0.037  -20.091    0.000   -0.751   -0.751
    DM2_1| (DM2.3)   -0.338    0.034   -9.972    0.000   -0.338   -0.338
    DM2_1| (DM2.4)    0.115    0.032    3.547    0.000    0.115    0.115
    DM2_1| (DM2.5)    0.783    0.038   20.423    0.000    0.783    0.783
    DM2_1| (DM2.6)    1.515    0.051   29.891    0.000    1.515    1.515
    DM3_1| (DM3.1)   -1.618    0.054  -29.893    0.000   -1.618   -1.618
    DM3_1| (DM3.2)   -0.887    0.039  -22.682    0.000   -0.887   -0.887
    DM3_1| (DM3.3)   -0.497    0.035  -14.381    0.000   -0.497   -0.497
    DM3_1| (DM3.4)   -0.070    0.033   -2.123    0.034   -0.070   -0.070
    DM3_1| (DM3.5)    0.663    0.036   18.198    0.000    0.663    0.663
    DM3_1| (DM3.6)    1.499    0.051   29.568    0.000    1.499    1.499
    DP1_1| (DP1.1)   -1.808    0.061  -29.608    0.000   -1.808   -1.808
    DP1_1| (DP1.2)   -1.187    0.043  -27.441    0.000   -1.187   -1.187
    DP1_1| (DP1.3)   -0.799    0.037  -21.544    0.000   -0.799   -0.799
    DP1_1| (DP1.4)   -0.357    0.033  -10.675    0.000   -0.357   -0.357
    DP1_1| (DP1.5)    0.492    0.035   13.875    0.000    0.492    0.492
    DP1_1| (DP1.6)    1.439    0.050   28.905    0.000    1.439    1.439
    DP2_1| (DP2.1)   -1.638    0.054  -30.089    0.000   -1.638   -1.638
    DP2_1| (DP2.2)   -0.926    0.039  -23.904    0.000   -0.926   -0.926
    DP2_1| (DP2.3)   -0.478    0.035  -13.675    0.000   -0.478   -0.478
    DP2_1| (DP2.4)    0.020    0.034    0.600    0.548    0.020    0.020
    DP2_1| (DP2.5)    0.716    0.037   19.294    0.000    0.716    0.716
    DP2_1| (DP2.6)    1.620    0.055   29.650    0.000    1.620    1.620
    DP3_1| (DP3.1)   -2.149    0.074  -28.929    0.000   -2.149   -2.149
    DP3_1| (DP3.2)   -1.582    0.053  -30.108    0.000   -1.582   -1.582
    DP3_1| (DP3.3)   -1.184    0.043  -27.708    0.000   -1.184   -1.184
    DP3_1| (DP3.4)   -0.544    0.035  -15.594    0.000   -0.544   -0.544
    DP3_1| (DP3.5)    0.270    0.034    7.970    0.000    0.270    0.270
    DP3_1| (DP3.6)    1.327    0.048   27.926    0.000    1.327    1.327
    DG1_1| (DG1.1)   -1.941    0.064  -30.206    0.000   -1.941   -1.941
    DG1_1| (DG1.2)   -1.207    0.043  -27.854    0.000   -1.207   -1.207
    DG1_1| (DG1.3)   -0.678    0.036  -18.841    0.000   -0.678   -0.678
    DG1_1| (DG1.4)   -0.265    0.034   -7.814    0.000   -0.265   -0.265
    DG1_1| (DG1.5)    0.552    0.036   15.463    0.000    0.552    0.552
    DG1_1| (DG1.6)    1.418    0.048   29.694    0.000    1.418    1.418
    DG2_1| (DG2.1)   -2.293    0.088  -25.940    0.000   -2.293   -2.293
    DG2_1| (DG2.2)   -1.736    0.058  -29.718    0.000   -1.736   -1.736
    DG2_1| (DG2.3)   -1.344    0.046  -29.105    0.000   -1.344   -1.344
    DG2_1| (DG2.4)   -0.907    0.038  -24.085    0.000   -0.907   -0.907
    DG2_1| (DG2.5)   -0.102    0.034   -3.035    0.002   -0.102   -0.102
    DG2_1| (DG2.6)    0.918    0.040   22.855    0.000    0.918    0.918
    DG3_1| (DG3.1)   -2.072    0.071  -29.164    0.000   -2.072   -2.072
    DG3_1| (DG3.2)   -1.481    0.050  -29.514    0.000   -1.481   -1.481
    DG3_1| (DG3.3)   -1.014    0.040  -25.372    0.000   -1.014   -1.014
    DG3_1| (DG3.4)   -0.639    0.035  -18.009    0.000   -0.639   -0.639
    DG3_1| (DG3.5)    0.176    0.034    5.207    0.000    0.176    0.176
    DG3_1| (DG3.6)    1.060    0.042   25.039    0.000    1.060    1.060
    CG1_2| (CG1.1)   -1.361    0.047  -28.774    0.000   -1.361   -1.349
    CG1_2| (CG1.2)   -0.572    0.036  -15.980    0.000   -0.572   -0.567
    CG1_2| (CG1.3)   -0.242    0.034   -7.131    0.000   -0.242   -0.240
    CG1_2| (CG1.4)    0.349    0.034   10.214    0.000    0.349    0.346
    CG1_2| (CG1.5)    1.023    0.041   24.748    0.000    1.023    1.014
    CG1_2| (CG1.6)    1.771    0.060   29.453    0.000    1.771    1.756
    CG2_2| (CG2.1)   -1.450    0.050  -29.192    0.000   -1.450   -1.418
    CG2_2| (CG2.2)   -0.635    0.036  -17.513    0.000   -0.635   -0.621
    CG2_2| (CG2.3)   -0.269    0.034   -7.919    0.000   -0.269   -0.263
    CG2_2| (CG2.4)    0.349    0.034   10.333    0.000    0.349    0.341
    CG2_2| (CG2.5)    1.058    0.041   25.759    0.000    1.058    1.034
    CG2_2| (CG2.6)    1.794    0.061   29.449    0.000    1.794    1.755
    CG3_2| (CG3.1)   -1.901    0.062  -30.567    0.000   -1.901   -1.806
    CG3_2| (CG3.2)   -1.122    0.042  -26.852    0.000   -1.122   -1.066
    CG3_2| (CG3.3)   -0.735    0.037  -19.894    0.000   -0.735   -0.699
    CG3_2| (CG3.4)   -0.156    0.033   -4.730    0.000   -0.156   -0.148
    CG3_2| (CG3.5)    0.699    0.037   18.908    0.000    0.699    0.664
    CG3_2| (CG3.6)    1.607    0.055   29.445    0.000    1.607    1.527
    CI1_2| (CI1.1)   -1.515    0.051  -29.686    0.000   -1.515   -1.507
    CI1_2| (CI1.2)   -0.815    0.038  -21.499    0.000   -0.815   -0.811
    CI1_2| (CI1.3)   -0.388    0.034  -11.331    0.000   -0.388   -0.386
    CI1_2| (CI1.4)    0.147    0.034    4.368    0.000    0.147    0.147
    CI1_2| (CI1.5)    0.815    0.038   21.636    0.000    0.815    0.811
    CI1_2| (CI1.6)    1.674    0.057   29.451    0.000    1.674    1.665
    CI2_2| (CI2.1)   -2.134    0.077  -27.779    0.000   -2.134   -2.154
    CI2_2| (CI2.2)   -1.510    0.050  -30.303    0.000   -1.510   -1.524
    CI2_2| (CI2.3)   -1.035    0.040  -25.675    0.000   -1.035   -1.044
    CI2_2| (CI2.4)   -0.521    0.034  -15.116    0.000   -0.521   -0.526
    CI2_2| (CI2.5)    0.436    0.035   12.517    0.000    0.436    0.440
    CI2_2| (CI2.6)    1.599    0.053   29.997    0.000    1.599    1.614
    CI3_2| (CI3.1)   -1.942    0.067  -29.060    0.000   -1.942   -1.932
    CI3_2| (CI3.2)   -1.224    0.044  -27.585    0.000   -1.224   -1.217
    CI3_2| (CI3.3)   -0.796    0.037  -21.518    0.000   -0.796   -0.792
    CI3_2| (CI3.4)   -0.213    0.033   -6.406    0.000   -0.213   -0.212
    CI3_2| (CI3.5)    0.539    0.035   15.255    0.000    0.539    0.536
    CI3_2| (CI3.6)    1.390    0.049   28.626    0.000    1.390    1.383
    SS1_2| (SS1.1)   -1.813    0.058  -31.035    0.000   -1.813   -1.780
    SS1_2| (SS1.2)   -1.082    0.042  -25.896    0.000   -1.082   -1.063
    SS1_2| (SS1.3)   -0.550    0.035  -15.621    0.000   -0.550   -0.540
    SS1_2| (SS1.4)    0.004    0.033    0.121    0.904    0.004    0.004
    SS1_2| (SS1.5)    0.728    0.037   19.647    0.000    0.728    0.715
    SS1_2| (SS1.6)    1.609    0.055   29.509    0.000    1.609    1.580
    SS2_2| (SS2.1)   -1.859    0.063  -29.528    0.000   -1.859   -1.986
    SS2_2| (SS2.2)   -1.378    0.047  -29.246    0.000   -1.378   -1.473
    SS2_2| (SS2.3)   -0.903    0.039  -23.319    0.000   -0.903   -0.965
    SS2_2| (SS2.4)   -0.325    0.034   -9.569    0.000   -0.325   -0.347
    SS2_2| (SS2.5)    0.267    0.034    7.891    0.000    0.267    0.285
    SS2_2| (SS2.6)    1.140    0.044   26.026    0.000    1.140    1.218
    SS3_2| (SS3.1)   -1.715    0.056  -30.747    0.000   -1.715   -1.731
    SS3_2| (SS3.2)   -0.900    0.039  -23.030    0.000   -0.900   -0.909
    SS3_2| (SS3.3)   -0.391    0.034  -11.505    0.000   -0.391   -0.395
    SS3_2| (SS3.4)    0.187    0.034    5.565    0.000    0.187    0.188
    SS3_2| (SS3.5)    0.828    0.038   21.943    0.000    0.828    0.835
    SS3_2| (SS3.6)    1.571    0.054   29.244    0.000    1.571    1.586
    SO1_2| (SO1.1)   -2.088    0.071  -29.495    0.000   -2.088   -2.049
    SO1_2| (SO1.2)   -1.374    0.047  -29.073    0.000   -1.374   -1.348
    SO1_2| (SO1.3)   -0.907    0.039  -23.103    0.000   -0.907   -0.890
    SO1_2| (SO1.4)   -0.211    0.033   -6.391    0.000   -0.211   -0.207
    SO1_2| (SO1.5)    0.531    0.035   15.027    0.000    0.531    0.521
    SO1_2| (SO1.6)    1.629    0.055   29.599    0.000    1.629    1.598
    SO2_2| (SO2.1)   -1.605    0.053  -30.476    0.000   -1.605   -1.532
    SO2_2| (SO2.2)   -0.882    0.039  -22.541    0.000   -0.882   -0.842
    SO2_2| (SO2.3)   -0.303    0.034   -9.019    0.000   -0.303   -0.290
    SO2_2| (SO2.4)    0.225    0.034    6.703    0.000    0.225    0.215
    SO2_2| (SO2.5)    0.998    0.040   24.690    0.000    0.998    0.953
    SO2_2| (SO2.6)    1.915    0.065   29.353    0.000    1.915    1.829
    SO3_2| (SO3.1)   -1.565    0.052  -30.043    0.000   -1.565   -1.492
    SO3_2| (SO3.2)   -0.789    0.038  -20.723    0.000   -0.789   -0.753
    SO3_2| (SO3.3)   -0.278    0.033   -8.307    0.000   -0.278   -0.265
    SO3_2| (SO3.4)    0.389    0.034   11.380    0.000    0.389    0.371
    SO3_2| (SO3.5)    1.136    0.042   26.732    0.000    1.136    1.083
    SO3_2| (SO3.6)    2.134    0.077   27.854    0.000    2.134    2.034
    DM1_2| (DM1.1)   -1.483    0.049  -30.137    0.000   -1.483   -1.398
    DM1_2| (DM1.2)   -0.744    0.038  -19.630    0.000   -0.744   -0.702
    DM1_2| (DM1.3)   -0.346    0.034  -10.137    0.000   -0.346   -0.326
    DM1_2| (DM1.4)    0.476    0.035   13.730    0.000    0.476    0.449
    DM1_2| (DM1.5)    1.180    0.043   27.162    0.000    1.180    1.113
    DM1_2| (DM1.6)    1.900    0.065   29.107    0.000    1.900    1.791
    DM2_2| (DM2.1)   -1.448    0.050  -29.207    0.000   -1.448   -1.479
    DM2_2| (DM2.2)   -0.751    0.037  -20.091    0.000   -0.751   -0.767
    DM2_2| (DM2.3)   -0.338    0.034   -9.972    0.000   -0.338   -0.345
    DM2_2| (DM2.4)    0.115    0.032    3.547    0.000    0.115    0.117
    DM2_2| (DM2.5)    0.783    0.038   20.423    0.000    0.783    0.800
    DM2_2| (DM2.6)    1.515    0.051   29.891    0.000    1.515    1.546
    DM3_2| (DM3.1)   -1.618    0.054  -29.893    0.000   -1.618   -1.594
    DM3_2| (DM3.2)   -0.887    0.039  -22.682    0.000   -0.887   -0.874
    DM3_2| (DM3.3)   -0.497    0.035  -14.381    0.000   -0.497   -0.490
    DM3_2| (DM3.4)   -0.070    0.033   -2.123    0.034   -0.070   -0.069
    DM3_2| (DM3.5)    0.663    0.036   18.198    0.000    0.663    0.653
    DM3_2| (DM3.6)    1.499    0.051   29.568    0.000    1.499    1.476
    DP1_2| (DP1.1)   -1.808    0.061  -29.608    0.000   -1.808   -1.780
    DP1_2| (DP1.2)   -1.187    0.043  -27.441    0.000   -1.187   -1.168
    DP1_2| (DP1.3)   -0.799    0.037  -21.544    0.000   -0.799   -0.787
    DP1_2| (DP1.4)   -0.357    0.033  -10.675    0.000   -0.357   -0.351
    DP1_2| (DP1.5)    0.492    0.035   13.875    0.000    0.492    0.485
    DP1_2| (DP1.6)    1.439    0.050   28.905    0.000    1.439    1.417
    DP2_2| (DP2.1)   -1.638    0.054  -30.089    0.000   -1.638   -1.602
    DP2_2| (DP2.2)   -0.926    0.039  -23.904    0.000   -0.926   -0.906
    DP2_2| (DP2.3)   -0.478    0.035  -13.675    0.000   -0.478   -0.468
    DP2_2| (DP2.4)    0.020    0.034    0.600    0.548    0.020    0.020
    DP2_2| (DP2.5)    0.716    0.037   19.294    0.000    0.716    0.700
    DP2_2| (DP2.6)    1.620    0.055   29.650    0.000    1.620    1.585
    DP3_2| (DP3.1)   -2.149    0.074  -28.929    0.000   -2.149   -2.113
    DP3_2| (DP3.2)   -1.582    0.053  -30.108    0.000   -1.582   -1.556
    DP3_2| (DP3.3)   -1.184    0.043  -27.708    0.000   -1.184   -1.164
    DP3_2| (DP3.4)   -0.544    0.035  -15.594    0.000   -0.544   -0.535
    DP3_2| (DP3.5)    0.270    0.034    7.970    0.000    0.270    0.266
    DP3_2| (DP3.6)    1.327    0.048   27.926    0.000    1.327    1.305
    DG1_2| (DG1.1)   -1.941    0.064  -30.206    0.000   -1.941   -1.850
    DG1_2| (DG1.2)   -1.207    0.043  -27.854    0.000   -1.207   -1.150
    DG1_2| (DG1.3)   -0.678    0.036  -18.841    0.000   -0.678   -0.646
    DG1_2| (DG1.4)   -0.265    0.034   -7.814    0.000   -0.265   -0.253
    DG1_2| (DG1.5)    0.552    0.036   15.463    0.000    0.552    0.526
    DG1_2| (DG1.6)    1.418    0.048   29.694    0.000    1.418    1.351
    DG2_2| (DG2.1)   -2.293    0.088  -25.940    0.000   -2.293   -2.197
    DG2_2| (DG2.2)   -1.736    0.058  -29.718    0.000   -1.736   -1.663
    DG2_2| (DG2.3)   -1.344    0.046  -29.105    0.000   -1.344   -1.288
    DG2_2| (DG2.4)   -0.907    0.038  -24.085    0.000   -0.907   -0.869
    DG2_2| (DG2.5)   -0.102    0.034   -3.035    0.002   -0.102   -0.098
    DG2_2| (DG2.6)    0.918    0.040   22.855    0.000    0.918    0.880
    DG3_2| (DG3.1)   -2.072    0.071  -29.164    0.000   -2.072   -2.052
    DG3_2| (DG3.2)   -1.481    0.050  -29.514    0.000   -1.481   -1.467
    DG3_2| (DG3.3)   -1.014    0.040  -25.372    0.000   -1.014   -1.004
    DG3_2| (DG3.4)   -0.639    0.035  -18.009    0.000   -0.639   -0.633
    DG3_2| (DG3.5)    0.176    0.034    5.207    0.000    0.176    0.175
    DG3_2| (DG3.6)    1.060    0.042   25.039    0.000    1.060    1.050

Variances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    C1                1.000                               1.000    1.000
    S1                1.000                               1.000    1.000
    D1                1.000                               1.000    1.000
    C2                1.000                               1.000    1.000
    S2                1.000                               1.000    1.000
    D2                1.000                               1.000    1.000
   .CG1_1             0.280                               0.280    0.280
   .CG2_1             0.288                               0.288    0.288
   .CG3_1             0.383                               0.383    0.383
   .CI1_1             0.178                               0.178    0.178
   .CI2_1             0.581                               0.581    0.581
   .CI3_1             0.413                               0.413    0.413
   .SS1_1             0.354                               0.354    0.354
   .SS2_1             0.529                               0.529    0.529
   .SS3_1             0.211                               0.211    0.211
   .SO1_1             0.579                               0.579    0.579
   .SO2_1             0.456                               0.456    0.456
   .SO3_1             0.505                               0.505    0.505
   .DM1_1             0.419                               0.419    0.419
   .DM2_1             0.310                               0.310    0.310
   .DM3_1             0.231                               0.231    0.231
   .DP1_1             0.176                               0.176    0.176
   .DP2_1             0.269                               0.269    0.269
   .DP3_1             0.502                               0.502    0.502
   .DG1_1             0.428                               0.428    0.428
   .DG2_1             0.518                               0.518    0.518
   .DG3_1             0.559                               0.559    0.559
   .CG1_2             0.210                               0.210    0.206
   .CG2_2             0.207                               0.207    0.198
   .CG3_2             0.391                               0.391    0.353
   .CI1_2             0.140                               0.140    0.138
   .CI2_2             0.503                               0.503    0.512
   .CI3_2             0.395                               0.395    0.391
   .SS1_2             0.362                               0.362    0.349
   .SS2_2             0.413                               0.413    0.472
   .SS3_2             0.186                               0.186    0.189
   .SO1_2             0.591                               0.591    0.569
   .SO2_2             0.474                               0.474    0.432
   .SO3_2             0.473                               0.473    0.430
   .DM1_2             0.359                               0.359    0.319
   .DM2_2             0.239                               0.239    0.249
   .DM3_2             0.190                               0.190    0.184
   .DP1_2             0.187                               0.187    0.181
   .DP2_2             0.236                               0.236    0.226
   .DP3_2             0.440                               0.440    0.425
   .DG1_2             0.403                               0.403    0.366
   .DG2_2             0.520                               0.520    0.477
   .DG3_2             0.501                               0.501    0.492

Scales y*:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1_1             1.000                               1.000    1.000
    CG2_1             1.000                               1.000    1.000
    CG3_1             1.000                               1.000    1.000
    CI1_1             1.000                               1.000    1.000
    CI2_1             1.000                               1.000    1.000
    CI3_1             1.000                               1.000    1.000
    SS1_1             1.000                               1.000    1.000
    SS2_1             1.000                               1.000    1.000
    SS3_1             1.000                               1.000    1.000
    SO1_1             1.000                               1.000    1.000
    SO2_1             1.000                               1.000    1.000
    SO3_1             1.000                               1.000    1.000
    DM1_1             1.000                               1.000    1.000
    DM2_1             1.000                               1.000    1.000
    DM3_1             1.000                               1.000    1.000
    DP1_1             1.000                               1.000    1.000
    DP2_1             1.000                               1.000    1.000
    DP3_1             1.000                               1.000    1.000
    DG1_1             1.000                               1.000    1.000
    DG2_1             1.000                               1.000    1.000
    DG3_1             1.000                               1.000    1.000
    CG1_2             0.992    0.025   39.194    0.000    0.992    1.000
    CG2_2             0.978    0.026   38.319    0.000    0.978    1.000
    CG3_2             0.950    0.024   39.475    0.000    0.950    1.000
    CI1_2             0.995    0.026   38.867    0.000    0.995    1.000
    CI2_2             1.009    0.028   36.678    0.000    1.009    1.000
    CI3_2             0.995    0.026   38.633    0.000    0.995    1.000
    SS1_2             0.982    0.025   38.941    0.000    0.982    1.000
    SS2_2             1.069    0.028   38.219    0.000    1.069    1.000
    SS3_2             1.009    0.026   39.273    0.000    1.009    1.000
    SO1_2             0.981    0.027   36.889    0.000    0.981    1.000
    SO2_2             0.955    0.025   38.470    0.000    0.955    1.000
    SO3_2             0.953    0.025   37.887    0.000    0.953    1.000
    DM1_2             0.943    0.024   38.574    0.000    0.943    1.000
    DM2_2             1.021    0.027   37.161    0.000    1.021    1.000
    DM3_2             0.985    0.027   37.106    0.000    0.985    1.000
    DP1_2             0.985    0.026   37.798    0.000    0.985    1.000
    DP2_2             0.978    0.026   37.964    0.000    0.978    1.000
    DP3_2             0.983    0.028   34.863    0.000    0.983    1.000
    DG1_2             0.953    0.026   36.019    0.000    0.953    1.000
    DG2_2             0.958    0.029   33.133    0.000    0.958    1.000
    DG3_2             0.990    0.029   34.141    0.000    0.990    1.000
## test equivalence of thresholds, given equivalence of configural model
lavTestLRT(fit.config.wide, fit.threshold.wide, method = "satorra.bentler.2010")
Scaled Chi-Squared Difference Test (method = "satorra.bentler.2010")

lavaan NOTE:
    The "Chisq" column contains standard test statistics, not the
    robust test that should be reported per model. A robust difference
    test is a function of two standard (not robust) statistics.
 
                    Df AIC BIC  Chisq Chisq diff Df diff Pr(>Chisq)
fit.config.wide    783         8243.4                              
fit.threshold.wide 867         8287.8      53.76      84     0.9958

When specifying the longitudinal covariances among items, the chi-square difference test gives evidence that the thresholds can be held invariant with approximately equal thresholds between waves. A way to roughly verify if is setting the thresholds equal is substantively reasonably is to look at the difference in thresholds between waves. The following plot visualizes the difference in thresholds across waves from the configural model. In this figure, I plotted each threshold highlighted by the domain that each threshold corresponds to. If all the differences (wave 2 - wave 1) are centered around zero, then we would have a rough approximation of the average equality. However, another use of the figure is to extract the most extreme difference. The most extreme difference can then be investigated further for potential substantive differences in the interpretation of the response probabilities of the difference categories.

config.model.threshold.est <- lavaan::parTable(fit.config.wide) %>%
    filter(op == "|") %>%
    mutate(group = substr(lhs, nchar(lhs), 1000), lhs = substr(lhs, 1, nchar(lhs) -
        2)) %>%
    dplyr::select(lhs, rhs, group, est) %>%
    pivot_wider(id_cols = c("lhs", "rhs"), names_from = "group", values_from = "est") %>%
    mutate(threshold_diff = `2` - `1`, Domain = recode(lhs, CG1 = "Coherence", CG2 = "Coherence",
        CG3 = "Coherence", CI1 = "Coherence", CI2 = "Coherence", CI3 = "Coherence",
        SO1 = "Significance", SO2 = "Significance", SO3 = "Significance", SS1 = "Significance",
        SS2 = "Significance", SS3 = "Significance", DM1 = "Direction", DM2 = "Direction",
        DM3 = "Direction", DG1 = "Direction", DG2 = "Direction", DG3 = "Direction",
        DP1 = "Direction", DP2 = "Direction", DP3 = "Direction"))


cols = c(Coherence = "grey25", Direction = "grey50", Significance = "grey75")
shp = c(Coherence = 18, Direction = 16, Significance = 15)
ggplot(config.model.threshold.est, aes(x = rhs, y = threshold_diff, color = Domain,
    shape = Domain)) + geom_point() + geom_hline(yintercept = 0, linetype = "dashed") +
    scale_color_manual(values = cols) + scale_shape_manual(values = shp) + annotate("text",
    x = 1.5, y = 0.372, label = "DG2") + labs(x = "Threshold", y = "Difference in Thresholds (Wave 2 - Wave 1)") +
    theme_classic() + theme(legend.position = c(0.8, 0.8))

# compute response probabilities for category one of item DG2
tau1_1 <- -2.4
tau1_2 <- -2.03

# probability of 'Strongly disagree' at wave 1
exp(tau1_1)/(1 + exp(tau1_1))
[1] 0.0831727
# probability of 'Strongly disagree' at wave 2
exp(tau1_2)/(1 + exp(tau1_2))
[1] 0.1160889

Item DG2 appears to be the most significance variance between waves. When the differences (Wave 2 - Wave 1) is positive, this indicates that the probability of endorsing a lower category increases. For instance, threshold one (\(\tau_1\)) of item DG2 increased by 0.37 from wave 1 (\(\tau_1=-2.40\)) to wave 2 (\(\tau_1=-2.03\)). Moving up on the logit scale implies that the probability of endorsing “Strongly disagree” for an individual of average “Direction” increased from 0.083 to 0.116 between wave 1 and wave 2. Said another way, a higher threshold results in a lower expected response or item mean. In this case, the change is pretty negligible increase in absolute terms. I think a less than 4% increase in relative probability for the average person is an acceptable level of difference to allows in the thresholds across waves, and we can safely say that invariance of thresholds reasonable from a substantive perspective of the average response probability.

Investigate residuals

resid.thresh.out <- lavaan::resid(fit.threshold.wide, type = "cor")

resid.thresh <- transform_resid_to_dataframe(resid.thresh.out) %>%
    mutate(V1_Domain = recode(V1_Domain, C = "Coherence", S = "Significance", D = "Direction"),
        V2_Domain = recode(V2_Domain, C = "Coherence", S = "Significance", D = "Direction"))

resid.thresh %>%
    arrange(desc(abs(resid))) %>%
    kable(format = "html", digits = 3) %>%
    kable_styling(full_width = T) %>%
    scroll_box(width = "100%", height = "400px")
Covariance Same_Wave V1_Wave V2_Wave V1_Domain V2_Domain V1_Item V2_Item resid
Cov(DM1_2, DG2_2) Within Wave 2 2 Direction Direction DM1 DG2 -0.209
Cov(DG2_2, DG3_2) Within Wave 2 2 Direction Direction DG2 DG3 0.207
Cov(DG2_1, DG3_1) Within Wave 1 1 Direction Direction DG2 DG3 0.195
Cov(DM1_2, DG3_2) Within Wave 2 2 Direction Direction DM1 DG3 -0.189
Cov(DM1_1, DG2_1) Within Wave 1 1 Direction Direction DM1 DG2 -0.176
Cov(SO2_2, SO3_2) Within Wave 2 2 Significance Significance SO2 SO3 0.175
Cov(DM1_2, DP3_2) Within Wave 2 2 Direction Direction DM1 DP3 -0.172
Cov(DM1_1, DP3_1) Within Wave 1 1 Direction Direction DM1 DP3 -0.166
Cov(DM2_1, DG1_1) Within Wave 1 1 Direction Direction DM2 DG1 -0.164
Cov(DM2_2, DG3_2) Within Wave 2 2 Direction Direction DM2 DG3 -0.163
Cov(DM1_2, DG1_2) Within Wave 2 2 Direction Direction DM1 DG1 -0.162
Cov(DM1_1, DG3_1) Within Wave 1 1 Direction Direction DM1 DG3 -0.160
Cov(DG1_1, DG3_1) Within Wave 1 1 Direction Direction DG1 DG3 0.160
Cov(DG1_2, DG3_2) Within Wave 2 2 Direction Direction DG1 DG3 0.159
Cov(DG1_2, DG2_2) Within Wave 2 2 Direction Direction DG1 DG2 0.158
Cov(CG2_2, DG2_2) Within Wave 2 2 Coherence Direction CG2 DG2 -0.158
Cov(CG2_1, DG2_1) Within Wave 1 1 Coherence Direction CG2 DG2 -0.149
Cov(DM2_1, DP3_1) Within Wave 1 1 Direction Direction DM2 DP3 -0.149
Cov(DG1_1, DG2_1) Within Wave 1 1 Direction Direction DG1 DG2 0.149
Cov(DM1_1, DG3_2) Between Wave 1 2 Direction Direction DM1 DG3 -0.145
Cov(CG1_2, DG2_2) Within Wave 2 2 Coherence Direction CG1 DG2 -0.144
Cov(DP3_1, DG1_1) Within Wave 1 1 Direction Direction DP3 DG1 0.137
Cov(CG1_2, CI2_2) Within Wave 2 2 Coherence Coherence CG1 CI2 -0.136
Cov(CG2_1, DG1_1) Within Wave 1 1 Coherence Direction CG2 DG1 -0.135
Cov(CG1_1, DG2_1) Within Wave 1 1 Coherence Direction CG1 DG2 -0.135
Cov(DM3_2, DG3_2) Within Wave 2 2 Direction Direction DM3 DG3 -0.134
Cov(DM1_1, DG1_1) Within Wave 1 1 Direction Direction DM1 DG1 -0.134
Cov(DM2_2, DG1_2) Within Wave 2 2 Direction Direction DM2 DG1 -0.134
Cov(DG3_1, DG1_2) Between Wave 1 2 Direction Direction DG3 DG1 0.134
Cov(SO1_1, SO3_1) Within Wave 1 1 Significance Significance SO1 SO3 0.134
Cov(DG3_1, DG2_2) Between Wave 1 2 Direction Direction DG3 DG2 0.133
Cov(CG1_2, CI3_2) Within Wave 2 2 Coherence Coherence CG1 CI3 -0.131
Cov(CI1_1, DP2_1) Within Wave 1 1 Coherence Direction CI1 DP2 0.131
Cov(DG2_1, DG3_2) Between Wave 1 2 Direction Direction DG2 DG3 0.131
Cov(CG2_1, DP3_1) Within Wave 1 1 Coherence Direction CG2 DP3 -0.130
Cov(DM2_2, DG2_2) Within Wave 2 2 Direction Direction DM2 DG2 -0.130
Cov(DG1_1, DG3_2) Between Wave 1 2 Direction Direction DG1 DG3 0.129
Cov(DP2_2, DG2_2) Within Wave 2 2 Direction Direction DP2 DG2 -0.129
Cov(SO2_1, SO3_1) Within Wave 1 1 Significance Significance SO2 SO3 0.127
Cov(DP3_1, DG2_1) Within Wave 1 1 Direction Direction DP3 DG2 0.125
Cov(CG1_2, SO1_2) Within Wave 2 2 Coherence Significance CG1 SO1 -0.123
Cov(CI2_2, SS2_2) Within Wave 2 2 Coherence Significance CI2 SS2 0.123
Cov(DM2_1, DG3_1) Within Wave 1 1 Direction Direction DM2 DG3 -0.123
Cov(CG2_2, CI3_2) Within Wave 2 2 Coherence Coherence CG2 CI3 -0.122
Cov(CI2_1, SS2_1) Within Wave 1 1 Coherence Significance CI2 SS2 0.121
Cov(DM2_2, DP3_2) Within Wave 2 2 Direction Direction DM2 DP3 -0.119
Cov(CG2_2, DG3_2) Within Wave 2 2 Coherence Direction CG2 DG3 -0.119
Cov(DP3_2, DG1_2) Within Wave 2 2 Direction Direction DP3 DG1 0.118
Cov(CG2_1, CI3_1) Within Wave 1 1 Coherence Coherence CG2 CI3 -0.118
Cov(SO3_1, DM1_1) Within Wave 1 1 Significance Direction SO3 DM1 0.117
Cov(CG2_1, DG3_1) Within Wave 1 1 Coherence Direction CG2 DG3 -0.115
Cov(CG1_2, SO2_2) Within Wave 2 2 Coherence Significance CG1 SO2 -0.114
Cov(DP3_1, DG3_1) Within Wave 1 1 Direction Direction DP3 DG3 0.114
Cov(CG1_1, CG2_1) Within Wave 1 1 Coherence Coherence CG1 CG2 0.114
Cov(CI1_1, CI3_1) Within Wave 1 1 Coherence Coherence CI1 CI3 -0.113
Cov(DM2_1, DG2_1) Within Wave 1 1 Direction Direction DM2 DG2 -0.113
Cov(DM2_1, DM3_1) Within Wave 1 1 Direction Direction DM2 DM3 0.112
Cov(CG1_1, DP3_1) Within Wave 1 1 Coherence Direction CG1 DP3 -0.112
Cov(SS3_2, SO3_2) Within Wave 2 2 Significance Significance SS3 SO3 -0.112
Cov(CI1_2, DP2_2) Within Wave 2 2 Coherence Direction CI1 DP2 0.112
Cov(CG2_2, CI2_2) Within Wave 2 2 Coherence Coherence CG2 CI2 -0.111
Cov(SO2_1, SO3_2) Between Wave 1 2 Significance Significance SO2 SO3 0.111
Cov(CG2_2, DP3_2) Within Wave 2 2 Coherence Direction CG2 DP3 -0.110
Cov(CI1_2, SS3_2) Within Wave 2 2 Coherence Significance CI1 SS3 0.109
Cov(CG2_1, DG2_2) Between Wave 1 2 Coherence Direction CG2 DG2 -0.109
Cov(CG2_2, SO1_2) Within Wave 2 2 Coherence Significance CG2 SO1 -0.109
Cov(CG1_1, DG3_2) Between Wave 1 2 Coherence Direction CG1 DG3 -0.108
Cov(CG1_2, DG3_2) Within Wave 2 2 Coherence Direction CG1 DG3 -0.108
Cov(CG2_2, DG1_2) Within Wave 2 2 Coherence Direction CG2 DG1 -0.107
Cov(CG1_1, DG1_1) Within Wave 1 1 Coherence Direction CG1 DG1 -0.105
Cov(DG2_1, CG2_2) Between Wave 1 2 Direction Coherence DG2 CG2 -0.105
Cov(DM3_1, DG3_1) Within Wave 1 1 Direction Direction DM3 DG3 -0.105
Cov(CG1_2, DP3_2) Within Wave 2 2 Coherence Direction CG1 DP3 -0.104
Cov(CI1_1, DM1_1) Within Wave 1 1 Coherence Direction CI1 DM1 0.103
Cov(CI1_1, DM1_2) Between Wave 1 2 Coherence Direction CI1 DM1 0.103
Cov(DG2_1, DG1_2) Between Wave 1 2 Direction Direction DG2 DG1 0.102
Cov(DM3_2, DG1_2) Within Wave 2 2 Direction Direction DM3 DG1 -0.102
Cov(DM1_1, DP3_2) Between Wave 1 2 Direction Direction DM1 DP3 -0.102
Cov(DP2_1, DG2_1) Within Wave 1 1 Direction Direction DP2 DG2 -0.102
Cov(DG1_1, DP3_2) Between Wave 1 2 Direction Direction DG1 DP3 0.101
Cov(DP2_2, DG3_2) Within Wave 2 2 Direction Direction DP2 DG3 -0.101
Cov(DM1_1, DG2_2) Between Wave 1 2 Direction Direction DM1 DG2 -0.101
Cov(CI2_1, SS1_1) Within Wave 1 1 Coherence Significance CI2 SS1 0.100
Cov(SO1_2, SO3_2) Within Wave 2 2 Significance Significance SO1 SO3 0.100
Cov(DP3_2, DG3_2) Within Wave 2 2 Direction Direction DP3 DG3 0.099
Cov(CG1_1, DG2_2) Between Wave 1 2 Coherence Direction CG1 DG2 -0.099
Cov(DP3_1, DM1_2) Between Wave 1 2 Direction Direction DP3 DM1 -0.099
Cov(CG1_1, DG3_1) Within Wave 1 1 Coherence Direction CG1 DG3 -0.097
Cov(CG2_1, SO1_1) Within Wave 1 1 Coherence Significance CG2 SO1 -0.097
Cov(CG2_2, SO2_2) Within Wave 2 2 Coherence Significance CG2 SO2 -0.097
Cov(DM3_1, DG1_1) Within Wave 1 1 Direction Direction DM3 DG1 -0.097
Cov(CI1_1, DP2_2) Between Wave 1 2 Coherence Direction CI1 DP2 0.096
Cov(CG1_2, SO3_2) Within Wave 2 2 Coherence Significance CG1 SO3 -0.096
Cov(DP3_1, DG3_2) Between Wave 1 2 Direction Direction DP3 DG3 0.096
Cov(DM2_1, DG3_2) Between Wave 1 2 Direction Direction DM2 DG3 -0.096
Cov(DP3_2, DG2_2) Within Wave 2 2 Direction Direction DP3 DG2 0.096
Cov(CG2_1, DM1_2) Between Wave 1 2 Coherence Direction CG2 DM1 0.095
Cov(DM3_2, DG2_2) Within Wave 2 2 Direction Direction DM3 DG2 -0.095
Cov(DM3_2, DP3_2) Within Wave 2 2 Direction Direction DM3 DP3 -0.094
Cov(SS3_2, DG2_2) Within Wave 2 2 Significance Direction SS3 DG2 -0.094
Cov(DG1_1, DG2_2) Between Wave 1 2 Direction Direction DG1 DG2 0.094
Cov(CG2_1, CI2_1) Within Wave 1 1 Coherence Coherence CG2 CI2 -0.094
Cov(CG1_1, SO1_1) Within Wave 1 1 Coherence Significance CG1 SO1 -0.093
Cov(CI2_2, SS1_2) Within Wave 2 2 Coherence Significance CI2 SS1 0.093
Cov(CG1_1, CI3_1) Within Wave 1 1 Coherence Coherence CG1 CI3 -0.093
Cov(DG2_1, DP3_2) Between Wave 1 2 Direction Direction DG2 DP3 0.093
Cov(CG2_1, DG3_2) Between Wave 1 2 Coherence Direction CG2 DG3 -0.093
Cov(DM2_2, DM3_2) Within Wave 2 2 Direction Direction DM2 DM3 0.092
Cov(CG3_2, SO3_2) Within Wave 2 2 Coherence Significance CG3 SO3 -0.092
Cov(DP3_1, DG1_2) Between Wave 1 2 Direction Direction DP3 DG1 0.091
Cov(DG2_1, CG1_2) Between Wave 1 2 Direction Coherence DG2 CG1 -0.091
Cov(SO3_1, SO2_2) Between Wave 1 2 Significance Significance SO3 SO2 0.091
Cov(CG1_2, DG1_2) Within Wave 2 2 Coherence Direction CG1 DG1 -0.090
Cov(SS3_1, SO3_1) Within Wave 1 1 Significance Significance SS3 SO3 -0.090
Cov(CG1_1, CI2_1) Within Wave 1 1 Coherence Coherence CG1 CI2 -0.090
Cov(DG3_1, DM1_2) Between Wave 1 2 Direction Direction DG3 DM1 -0.090
Cov(CG2_1, DM1_1) Within Wave 1 1 Coherence Direction CG2 DM1 0.088
Cov(CG2_2, SO3_2) Within Wave 2 2 Coherence Significance CG2 SO3 -0.088
Cov(SO3_1, SO1_2) Between Wave 1 2 Significance Significance SO3 SO1 0.088
Cov(CI1_2, DG2_2) Within Wave 2 2 Coherence Direction CI1 DG2 -0.088
Cov(DM1_2, DP1_2) Within Wave 2 2 Direction Direction DM1 DP1 -0.088
Cov(CG1_1, SO3_1) Within Wave 1 1 Coherence Significance CG1 SO3 -0.087
Cov(DG3_1, CG2_2) Between Wave 1 2 Direction Coherence DG3 CG2 -0.087
Cov(CI1_2, DM1_2) Within Wave 2 2 Coherence Direction CI1 DM1 0.087
Cov(CG1_1, SS2_1) Within Wave 1 1 Coherence Significance CG1 SS2 -0.087
Cov(DG2_1, DM1_2) Between Wave 1 2 Direction Direction DG2 DM1 -0.086
Cov(CG3_2, DG1_2) Within Wave 2 2 Coherence Direction CG3 DG1 -0.086
Cov(DM2_1, DP3_2) Between Wave 1 2 Direction Direction DM2 DP3 -0.086
Cov(DG3_1, CG1_2) Between Wave 1 2 Direction Coherence DG3 CG1 -0.086
Cov(CG3_2, SO2_2) Within Wave 2 2 Coherence Significance CG3 SO2 -0.086
Cov(CG1_1, DM3_1) Within Wave 1 1 Coherence Direction CG1 DM3 -0.086
Cov(SS3_2, SO2_2) Within Wave 2 2 Significance Significance SS3 SO2 -0.085
Cov(CI3_1, SS1_1) Within Wave 1 1 Coherence Significance CI3 SS1 0.084
Cov(SO1_2, SO2_2) Within Wave 2 2 Significance Significance SO1 SO2 0.084
Cov(DG3_1, DP3_2) Between Wave 1 2 Direction Direction DG3 DP3 0.084
Cov(CI2_1, CG2_2) Between Wave 1 2 Coherence Coherence CI2 CG2 -0.084
Cov(DM1_1, DP1_1) Within Wave 1 1 Direction Direction DM1 DP1 -0.084
Cov(CI2_2, DP3_2) Within Wave 2 2 Coherence Direction CI2 DP3 0.083
Cov(CG1_1, SO1_2) Between Wave 1 2 Coherence Significance CG1 SO1 -0.083
Cov(DP2_2, DG1_2) Within Wave 2 2 Direction Direction DP2 DG1 -0.083
Cov(SO1_1, CG1_2) Between Wave 1 2 Significance Coherence SO1 CG1 -0.081
Cov(DG2_1, SO1_2) Between Wave 1 2 Direction Significance DG2 SO1 0.081
Cov(CG1_2, CG2_2) Within Wave 2 2 Coherence Coherence CG1 CG2 0.081
Cov(DM3_1, DG2_1) Within Wave 1 1 Direction Direction DM3 DG2 -0.081
Cov(CG3_2, DG2_2) Within Wave 2 2 Coherence Direction CG3 DG2 -0.080
Cov(CG1_1, SO2_1) Within Wave 1 1 Coherence Significance CG1 SO2 -0.080
Cov(CG2_1, DP3_2) Between Wave 1 2 Coherence Direction CG2 DP3 -0.079
Cov(SS3_1, DG2_1) Within Wave 1 1 Significance Direction SS3 DG2 -0.079
Cov(SO1_1, CG2_2) Between Wave 1 2 Significance Coherence SO1 CG2 -0.078
Cov(CI2_2, DG3_2) Within Wave 2 2 Coherence Direction CI2 DG3 0.078
Cov(DM1_1, DG1_2) Between Wave 1 2 Direction Direction DM1 DG1 -0.078
Cov(CI2_2, SO1_2) Within Wave 2 2 Coherence Significance CI2 SO1 0.077
Cov(CG2_1, DM3_1) Within Wave 1 1 Coherence Direction CG2 DM3 -0.077
Cov(SO3_1, CG1_2) Between Wave 1 2 Significance Coherence SO3 CG1 -0.077
Cov(CG3_2, DG3_2) Within Wave 2 2 Coherence Direction CG3 DG3 -0.076
Cov(SS3_1, DM1_1) Within Wave 1 1 Significance Direction SS3 DM1 0.076
Cov(CI2_1, CG1_2) Between Wave 1 2 Coherence Coherence CI2 CG1 -0.075
Cov(CG1_1, CI2_2) Between Wave 1 2 Coherence Coherence CG1 CI2 -0.075
Cov(SS3_1, DM1_2) Between Wave 1 2 Significance Direction SS3 DM1 0.074
Cov(DM2_1, DM1_2) Between Wave 1 2 Direction Direction DM2 DM1 0.074
Cov(SS3_2, SO1_2) Within Wave 2 2 Significance Significance SS3 SO1 -0.073
Cov(DP3_1, CG2_2) Between Wave 1 2 Direction Coherence DP3 CG2 -0.073
Cov(CG1_1, DM1_1) Within Wave 1 1 Coherence Direction CG1 DM1 0.072
Cov(CI1_1, SS3_1) Within Wave 1 1 Coherence Significance CI1 SS3 0.072
Cov(CG1_1, SO2_2) Between Wave 1 2 Coherence Significance CG1 SO2 -0.072
Cov(SS1_1, SO1_1) Within Wave 1 1 Significance Significance SS1 SO1 -0.071
Cov(CI2_1, SS1_2) Between Wave 1 2 Coherence Significance CI2 SS1 0.071
Cov(CI3_2, SS1_2) Within Wave 2 2 Coherence Significance CI3 SS1 0.071
Cov(CG1_1, DM1_2) Between Wave 1 2 Coherence Direction CG1 DM1 0.071
Cov(CG2_1, DG1_2) Between Wave 1 2 Coherence Direction CG2 DG1 -0.071
Cov(CI1_2, CI3_2) Within Wave 2 2 Coherence Coherence CI1 CI3 -0.071
Cov(DP2_1, CI1_2) Between Wave 1 2 Direction Coherence DP2 CI1 0.071
Cov(SO1_1, SO3_2) Between Wave 1 2 Significance Significance SO1 SO3 0.071
Cov(DP2_1, DG3_1) Within Wave 1 1 Direction Direction DP2 DG3 -0.070
Cov(DP3_1, DG2_2) Between Wave 1 2 Direction Direction DP3 DG2 0.070
Cov(SS3_1, SO1_1) Within Wave 1 1 Significance Significance SS3 SO1 -0.070
Cov(CG1_1, DP3_2) Between Wave 1 2 Coherence Direction CG1 DP3 -0.068
Cov(CG2_1, SO2_1) Within Wave 1 1 Coherence Significance CG2 SO2 -0.068
Cov(DM3_1, DP3_1) Within Wave 1 1 Direction Direction DM3 DP3 -0.067
Cov(CG2_2, DM1_2) Within Wave 2 2 Coherence Direction CG2 DM1 0.066
Cov(DM1_1, DP1_2) Between Wave 1 2 Direction Direction DM1 DP1 -0.066
Cov(SS1_2, SO3_2) Within Wave 2 2 Significance Significance SS1 SO3 -0.066
Cov(SS2_1, DP1_1) Within Wave 1 1 Significance Direction SS2 DP1 0.066
Cov(SO1_1, DM1_1) Within Wave 1 1 Significance Direction SO1 DM1 0.066
Cov(CG1_1, DG1_2) Between Wave 1 2 Coherence Direction CG1 DG1 -0.065
Cov(CG2_1, SO1_2) Between Wave 1 2 Coherence Significance CG2 SO1 -0.065
Cov(DM2_1, DP1_1) Within Wave 1 1 Direction Direction DM2 DP1 -0.065
Cov(DM2_1, DP2_1) Within Wave 1 1 Direction Direction DM2 DP2 -0.065
Cov(SS3_1, SO2_1) Within Wave 1 1 Significance Significance SS3 SO2 -0.064
Cov(SO3_1, SS3_2) Between Wave 1 2 Significance Significance SO3 SS3 -0.064
Cov(SS3_2, DM1_2) Within Wave 2 2 Significance Direction SS3 DM1 0.064
Cov(SS2_1, CI2_2) Between Wave 1 2 Significance Coherence SS2 CI2 0.064
Cov(CG3_1, DM1_1) Within Wave 1 1 Coherence Direction CG3 DM1 0.064
Cov(DM2_1, DG1_2) Between Wave 1 2 Direction Direction DM2 DG1 -0.064
Cov(SS1_1, DG2_1) Within Wave 1 1 Significance Direction SS1 DG2 -0.064
Cov(SO2_1, CG1_2) Between Wave 1 2 Significance Coherence SO2 CG1 -0.064
Cov(DM3_1, DG3_2) Between Wave 1 2 Direction Direction DM3 DG3 -0.063
Cov(DM2_2, DP2_2) Within Wave 2 2 Direction Direction DM2 DP2 -0.062
Cov(CI3_1, CG3_2) Between Wave 1 2 Coherence Coherence CI3 CG3 0.061
Cov(CG2_2, CI1_2) Within Wave 2 2 Coherence Coherence CG2 CI1 -0.061
Cov(DG3_1, DM3_2) Between Wave 1 2 Direction Direction DG3 DM3 -0.061
Cov(SO1_1, SO2_1) Within Wave 1 1 Significance Significance SO1 SO2 0.061
Cov(CG2_1, SO3_1) Within Wave 1 1 Coherence Significance CG2 SO3 -0.061
Cov(SO1_2, DG2_2) Within Wave 2 2 Significance Direction SO1 DG2 0.060
Cov(CG3_1, SO1_1) Within Wave 1 1 Coherence Significance CG3 SO1 -0.060
Cov(CI2_2, DP1_2) Within Wave 2 2 Coherence Direction CI2 DP1 0.060
Cov(SS3_2, DG1_2) Within Wave 2 2 Significance Direction SS3 DG1 -0.060
Cov(DP2_1, DG2_2) Between Wave 1 2 Direction Direction DP2 DG2 -0.059
Cov(CI1_1, SS3_2) Between Wave 1 2 Coherence Significance CI1 SS3 0.059
Cov(SO1_1, SS1_2) Between Wave 1 2 Significance Significance SO1 SS1 -0.059
Cov(SS1_1, DM2_1) Within Wave 1 1 Significance Direction SS1 DM2 -0.059
Cov(SS3_1, SO1_2) Between Wave 1 2 Significance Significance SS3 SO1 -0.059
Cov(CG3_1, DP2_1) Within Wave 1 1 Coherence Direction CG3 DP2 0.059
Cov(CG3_1, DG1_1) Within Wave 1 1 Coherence Direction CG3 DG1 -0.059
Cov(CI3_2, DP1_2) Within Wave 2 2 Coherence Direction CI3 DP1 0.058
Cov(DP3_1, DM2_2) Between Wave 1 2 Direction Direction DP3 DM2 -0.058
Cov(DM1_1, CI2_2) Between Wave 1 2 Direction Coherence DM1 CI2 -0.058
Cov(SS1_2, SO1_2) Within Wave 2 2 Significance Significance SS1 SO1 -0.058
Cov(SO2_1, SO1_2) Between Wave 1 2 Significance Significance SO2 SO1 0.057
Cov(DG1_1, SS2_2) Between Wave 1 2 Direction Significance DG1 SS2 -0.057
Cov(SS3_1, CI1_2) Between Wave 1 2 Significance Coherence SS3 CI1 0.057
Cov(CG1_1, DP1_1) Within Wave 1 1 Coherence Direction CG1 DP1 -0.057
Cov(CI1_1, DG3_2) Between Wave 1 2 Coherence Direction CI1 DG3 -0.057
Cov(DM1_1, CG2_2) Between Wave 1 2 Direction Coherence DM1 CG2 0.057
Cov(SS3_2, DG3_2) Within Wave 2 2 Significance Direction SS3 DG3 -0.056
Cov(CG2_1, CI1_1) Within Wave 1 1 Coherence Coherence CG2 CI1 -0.056
Cov(CI1_1, CI2_1) Within Wave 1 1 Coherence Coherence CI1 CI2 -0.056
Cov(DG3_1, SS3_2) Between Wave 1 2 Direction Significance DG3 SS3 -0.056
Cov(CG1_2, DM1_2) Within Wave 2 2 Coherence Direction CG1 DM1 0.056
Cov(DM1_1, CG1_2) Between Wave 1 2 Direction Coherence DM1 CG1 0.056
Cov(CI3_1, DP1_1) Within Wave 1 1 Coherence Direction CI3 DP1 0.056
Cov(SO2_2, DM3_2) Within Wave 2 2 Significance Direction SO2 DM3 -0.056
Cov(SS3_2, DP2_2) Within Wave 2 2 Significance Direction SS3 DP2 0.056
Cov(CI3_1, DP2_2) Between Wave 1 2 Coherence Direction CI3 DP2 0.056
Cov(DP3_1, CG1_2) Between Wave 1 2 Direction Coherence DP3 CG1 -0.056
Cov(CI1_2, SS1_2) Within Wave 2 2 Coherence Significance CI1 SS1 0.055
Cov(CI3_1, SS3_1) Within Wave 1 1 Coherence Significance CI3 SS3 0.055
Cov(CI1_2, DP1_2) Within Wave 2 2 Coherence Direction CI1 DP1 0.055
Cov(DM1_1, SO3_2) Between Wave 1 2 Direction Significance DM1 SO3 0.055
Cov(SS3_1, DG2_2) Between Wave 1 2 Significance Direction SS3 DG2 -0.055
Cov(CI2_1, DM2_2) Between Wave 1 2 Coherence Direction CI2 DM2 -0.054
Cov(CI1_1, DG2_1) Within Wave 1 1 Coherence Direction CI1 DG2 -0.054
Cov(CG1_1, SS1_1) Within Wave 1 1 Coherence Significance CG1 SS1 -0.054
Cov(CG2_2, DM3_2) Within Wave 2 2 Coherence Direction CG2 DM3 -0.054
Cov(CI3_2, SO2_2) Within Wave 2 2 Coherence Significance CI3 SO2 -0.054
Cov(SS3_1, SO3_2) Between Wave 1 2 Significance Significance SS3 SO3 -0.054
Cov(DP3_1, DM3_2) Between Wave 1 2 Direction Direction DP3 DM3 -0.054
Cov(SS2_1, DM2_2) Between Wave 1 2 Significance Direction SS2 DM2 -0.054
Cov(CI3_1, DP2_1) Within Wave 1 1 Coherence Direction CI3 DP2 0.054
Cov(SS3_1, DP2_2) Between Wave 1 2 Significance Direction SS3 DP2 0.053
Cov(DM1_1, DM2_1) Within Wave 1 1 Direction Direction DM1 DM2 0.053
Cov(CI2_1, SO2_1) Within Wave 1 1 Coherence Significance CI2 SO2 0.053
Cov(SS1_1, DM3_1) Within Wave 1 1 Significance Direction SS1 DM3 -0.053
Cov(SO2_2, DM2_2) Within Wave 2 2 Significance Direction SO2 DM2 -0.053
Cov(SO3_2, DM1_2) Within Wave 2 2 Significance Direction SO3 DM1 0.053
Cov(DM3_1, CI2_2) Between Wave 1 2 Direction Coherence DM3 CI2 -0.052
Cov(CG1_2, SS2_2) Within Wave 2 2 Coherence Significance CG1 SS2 -0.052
Cov(CI1_1, SO3_1) Within Wave 1 1 Coherence Significance CI1 SO3 -0.052
Cov(DM3_2, DP2_2) Within Wave 2 2 Direction Direction DM3 DP2 -0.052
Cov(SO3_1, CG2_2) Between Wave 1 2 Significance Coherence SO3 CG2 -0.051
Cov(DP2_2, DP3_2) Within Wave 2 2 Direction Direction DP2 DP3 -0.051
Cov(CG3_1, CI1_1) Within Wave 1 1 Coherence Coherence CG3 CI1 -0.051
Cov(SS3_1, DP3_1) Within Wave 1 1 Significance Direction SS3 DP3 -0.051
Cov(SO1_2, DP3_2) Within Wave 2 2 Significance Direction SO1 DP3 0.051
Cov(CG1_2, DM3_2) Within Wave 2 2 Coherence Direction CG1 DM3 -0.051
Cov(CI2_1, SS2_2) Between Wave 1 2 Coherence Significance CI2 SS2 0.050
Cov(DG3_1, DM2_2) Between Wave 1 2 Direction Direction DG3 DM2 -0.050
Cov(DP1_1, DG1_1) Within Wave 1 1 Direction Direction DP1 DG1 -0.050
Cov(CG1_2, DM2_2) Within Wave 2 2 Coherence Direction CG1 DM2 -0.050
Cov(CI1_2, DG3_2) Within Wave 2 2 Coherence Direction CI1 DG3 -0.050
Cov(DP1_1, CI3_2) Between Wave 1 2 Direction Coherence DP1 CI3 0.050
Cov(CG2_1, CI3_2) Between Wave 1 2 Coherence Coherence CG2 CI3 -0.050
Cov(CI1_2, SO2_2) Within Wave 2 2 Coherence Significance CI1 SO2 -0.050
Cov(DM2_1, DG2_2) Between Wave 1 2 Direction Direction DM2 DG2 -0.049
Cov(DP1_2, DG3_2) Within Wave 2 2 Direction Direction DP1 DG3 -0.049
Cov(SS3_1, CG1_2) Between Wave 1 2 Significance Coherence SS3 CG1 0.049
Cov(CI2_1, DP3_2) Between Wave 1 2 Coherence Direction CI2 DP3 0.049
Cov(DG2_1, SS3_2) Between Wave 1 2 Direction Significance DG2 SS3 -0.049
Cov(SS1_1, SS2_1) Within Wave 1 1 Significance Significance SS1 SS2 0.049
Cov(CI1_1, SS1_2) Between Wave 1 2 Coherence Significance CI1 SS1 0.049
Cov(DP1_1, CI1_2) Between Wave 1 2 Direction Coherence DP1 CI1 0.049
Cov(DG2_1, SS1_2) Between Wave 1 2 Direction Significance DG2 SS1 -0.048
Cov(SO1_1, SO2_2) Between Wave 1 2 Significance Significance SO1 SO2 0.048
Cov(SS2_1, SO3_1) Within Wave 1 1 Significance Significance SS2 SO3 -0.048
Cov(CG1_1, CG3_2) Between Wave 1 2 Coherence Coherence CG1 CG3 0.048
Cov(SS1_2, DP3_2) Within Wave 2 2 Significance Direction SS1 DP3 0.048
Cov(CG3_2, SO1_2) Within Wave 2 2 Coherence Significance CG3 SO1 -0.048
Cov(CG2_1, SO3_2) Between Wave 1 2 Coherence Significance CG2 SO3 -0.048
Cov(DM1_1, CG3_2) Between Wave 1 2 Direction Coherence DM1 CG3 0.047
Cov(DG1_1, CG2_2) Between Wave 1 2 Direction Coherence DG1 CG2 -0.047
Cov(CI2_1, DM3_1) Within Wave 1 1 Coherence Direction CI2 DM3 -0.047
Cov(CG3_2, DM3_2) Within Wave 2 2 Coherence Direction CG3 DM3 -0.047
Cov(CI2_1, CI3_1) Within Wave 1 1 Coherence Coherence CI2 CI3 0.047
Cov(CI1_2, SO1_2) Within Wave 2 2 Coherence Significance CI1 SO1 -0.047
Cov(CG1_2, CI1_2) Within Wave 2 2 Coherence Coherence CG1 CI1 -0.047
Cov(DP1_1, DG2_1) Within Wave 1 1 Direction Direction DP1 DG2 -0.047
Cov(CI3_2, SO3_2) Within Wave 2 2 Coherence Significance CI3 SO3 -0.046
Cov(CG2_2, SS1_2) Within Wave 2 2 Coherence Significance CG2 SS1 -0.046
Cov(CG2_1, CG1_2) Between Wave 1 2 Coherence Coherence CG2 CG1 0.046
Cov(CI2_1, DP3_1) Within Wave 1 1 Coherence Direction CI2 DP3 0.046
Cov(CG2_1, DP1_1) Within Wave 1 1 Coherence Direction CG2 DP1 -0.046
Cov(SS1_1, SO3_1) Within Wave 1 1 Significance Significance SS1 SO3 -0.046
Cov(SS1_1, DG3_1) Within Wave 1 1 Significance Direction SS1 DG3 -0.046
Cov(SS3_1, DG3_1) Within Wave 1 1 Significance Direction SS3 DG3 -0.046
Cov(CI1_1, DG2_2) Between Wave 1 2 Coherence Direction CI1 DG2 -0.046
Cov(CG2_1, CG3_2) Between Wave 1 2 Coherence Coherence CG2 CG3 0.046
Cov(CI2_1, DM2_1) Within Wave 1 1 Coherence Direction CI2 DM2 -0.046
Cov(CG2_2, DP1_2) Within Wave 2 2 Coherence Direction CG2 DP1 -0.046
Cov(DG3_1, CG3_2) Between Wave 1 2 Direction Coherence DG3 CG3 -0.046
Cov(DG2_1, DM2_2) Between Wave 1 2 Direction Direction DG2 DM2 -0.046
Cov(DP1_2, DG1_2) Within Wave 2 2 Direction Direction DP1 DG1 -0.046
Cov(CI3_2, DP2_2) Within Wave 2 2 Coherence Direction CI3 DP2 0.045
Cov(CI3_1, DP3_1) Within Wave 1 1 Coherence Direction CI3 DP3 0.045
Cov(CI3_1, SO3_2) Between Wave 1 2 Coherence Significance CI3 SO3 -0.045
Cov(SS1_2, DM2_2) Within Wave 2 2 Significance Direction SS1 DM2 -0.045
Cov(CI2_2, DP2_2) Within Wave 2 2 Coherence Direction CI2 DP2 0.045
Cov(CG2_2, DM2_2) Within Wave 2 2 Coherence Direction CG2 DM2 -0.045
Cov(CG2_1, CI2_2) Between Wave 1 2 Coherence Coherence CG2 CI2 -0.045
Cov(CI2_2, SS3_2) Within Wave 2 2 Coherence Significance CI2 SS3 0.045
Cov(CI2_1, SO1_1) Within Wave 1 1 Coherence Significance CI2 SO1 0.045
Cov(CG1_1, DM3_2) Between Wave 1 2 Coherence Direction CG1 DM3 -0.045
Cov(CG1_1, DM2_1) Within Wave 1 1 Coherence Direction CG1 DM2 -0.044
Cov(SO3_2, DM3_2) Within Wave 2 2 Significance Direction SO3 DM3 -0.044
Cov(CI3_1, SS3_2) Between Wave 1 2 Coherence Significance CI3 SS3 0.044
Cov(CI3_1, SS2_1) Within Wave 1 1 Coherence Significance CI3 SS2 0.044
Cov(CG3_1, DM1_2) Between Wave 1 2 Coherence Direction CG3 DM1 0.044
Cov(CG1_1, CG2_2) Between Wave 1 2 Coherence Coherence CG1 CG2 0.044
Cov(SS2_1, DG1_1) Within Wave 1 1 Significance Direction SS2 DG1 -0.044
Cov(CG3_1, CI3_2) Between Wave 1 2 Coherence Coherence CG3 CI3 0.044
Cov(DP3_1, SS3_2) Between Wave 1 2 Direction Significance DP3 SS3 -0.044
Cov(DG1_1, SO3_2) Between Wave 1 2 Direction Significance DG1 SO3 0.044
Cov(SS1_2, DM3_2) Within Wave 2 2 Significance Direction SS1 DM3 -0.044
Cov(CG1_1, SO3_2) Between Wave 1 2 Coherence Significance CG1 SO3 -0.043
Cov(CG2_1, DM2_1) Within Wave 1 1 Coherence Direction CG2 DM2 -0.043
Cov(SS1_1, DP1_2) Between Wave 1 2 Significance Direction SS1 DP1 0.043
Cov(CI3_1, SO3_1) Within Wave 1 1 Coherence Significance CI3 SO3 -0.043
Cov(SS3_1, CG3_2) Between Wave 1 2 Significance Coherence SS3 CG3 0.043
Cov(CG1_1, DP2_2) Between Wave 1 2 Coherence Direction CG1 DP2 0.043
Cov(DP2_1, DM1_2) Between Wave 1 2 Direction Direction DP2 DM1 0.043
Cov(SO2_1, DM3_1) Within Wave 1 1 Significance Direction SO2 DM3 -0.043
Cov(SS1_1, DG1_1) Within Wave 1 1 Significance Direction SS1 DG1 -0.042
Cov(DM3_1, DM2_2) Between Wave 1 2 Direction Direction DM3 DM2 0.042
Cov(SS1_2, DG2_2) Within Wave 2 2 Significance Direction SS1 DG2 -0.042
Cov(DP1_1, DG3_1) Within Wave 1 1 Direction Direction DP1 DG3 -0.042
Cov(CI1_1, SO1_1) Within Wave 1 1 Coherence Significance CI1 SO1 -0.042
Cov(SS2_2, SO3_2) Within Wave 2 2 Significance Significance SS2 SO3 -0.042
Cov(DM3_1, DP2_1) Within Wave 1 1 Direction Direction DM3 DP2 -0.042
Cov(DP2_1, CG3_2) Between Wave 1 2 Direction Coherence DP2 CG3 0.042
Cov(CG2_1, SO2_2) Between Wave 1 2 Coherence Significance CG2 SO2 -0.042
Cov(SS1_1, DP2_2) Between Wave 1 2 Significance Direction SS1 DP2 0.042
Cov(DG1_1, DM2_2) Between Wave 1 2 Direction Direction DG1 DM2 -0.041
Cov(SO1_1, DM3_2) Between Wave 1 2 Significance Direction SO1 DM3 -0.041
Cov(SO3_1, DG2_1) Within Wave 1 1 Significance Direction SO3 DG2 -0.041
Cov(CG1_2, DP1_2) Within Wave 2 2 Coherence Direction CG1 DP1 -0.041
Cov(CI1_1, CI2_2) Between Wave 1 2 Coherence Coherence CI1 CI2 -0.041
Cov(CI1_1, DP1_1) Within Wave 1 1 Coherence Direction CI1 DP1 0.041
Cov(DM3_1, CG2_2) Between Wave 1 2 Direction Coherence DM3 CG2 -0.041
Cov(SS3_1, DG3_2) Between Wave 1 2 Significance Direction SS3 DG3 -0.040
Cov(SS1_1, DP1_1) Within Wave 1 1 Significance Direction SS1 DP1 0.040
Cov(DP2_1, SO1_2) Between Wave 1 2 Direction Significance DP2 SO1 -0.040
Cov(SO2_1, CG2_2) Between Wave 1 2 Significance Coherence SO2 CG2 -0.040
Cov(SO3_1, DG3_1) Within Wave 1 1 Significance Direction SO3 DG3 -0.040
Cov(DM3_1, CG1_2) Between Wave 1 2 Direction Coherence DM3 CG1 -0.040
Cov(CG3_1, SO1_2) Between Wave 1 2 Coherence Significance CG3 SO1 -0.040
Cov(CI2_1, DP2_1) Within Wave 1 1 Coherence Direction CI2 DP2 0.040
Cov(CG2_1, SS2_1) Within Wave 1 1 Coherence Significance CG2 SS2 -0.040
Cov(SO3_1, CG3_2) Between Wave 1 2 Significance Coherence SO3 CG3 -0.040
Cov(CI2_2, DM3_2) Within Wave 2 2 Coherence Direction CI2 DM3 -0.040
Cov(SO1_1, SS3_2) Between Wave 1 2 Significance Significance SO1 SS3 -0.040
Cov(DG2_1, DM3_2) Between Wave 1 2 Direction Direction DG2 DM3 -0.040
Cov(SS3_1, DP2_1) Within Wave 1 1 Significance Direction SS3 DP2 0.040
Cov(CG1_2, SS1_2) Within Wave 2 2 Coherence Significance CG1 SS1 -0.039
Cov(SS3_1, SO2_2) Between Wave 1 2 Significance Significance SS3 SO2 -0.039
Cov(CI2_1, SO2_2) Between Wave 1 2 Coherence Significance CI2 SO2 0.039
Cov(DP1_1, SS1_2) Between Wave 1 2 Direction Significance DP1 SS1 0.039
Cov(CG3_1, DM3_1) Within Wave 1 1 Coherence Direction CG3 DM3 -0.039
Cov(DM3_1, DM1_2) Between Wave 1 2 Direction Direction DM3 DM1 0.039
Cov(DM1_1, DP2_1) Within Wave 1 1 Direction Direction DM1 DP2 -0.039
Cov(DM1_1, CI1_2) Between Wave 1 2 Direction Coherence DM1 CI1 0.039
Cov(CI1_1, SO2_1) Within Wave 1 1 Coherence Significance CI1 SO2 -0.038
Cov(CI1_2, CI2_2) Within Wave 2 2 Coherence Coherence CI1 CI2 -0.038
Cov(SO1_2, DP1_2) Within Wave 2 2 Significance Direction SO1 DP1 0.038
Cov(CG3_1, DP2_2) Between Wave 1 2 Coherence Direction CG3 DP2 0.038
Cov(SO2_1, SS3_2) Between Wave 1 2 Significance Significance SO2 SS3 -0.038
Cov(DP2_1, CI3_2) Between Wave 1 2 Direction Coherence DP2 CI3 0.038
Cov(DM3_1, DG1_2) Between Wave 1 2 Direction Direction DM3 DG1 -0.038
Cov(SS3_1, DG1_1) Within Wave 1 1 Significance Direction SS3 DG1 -0.038
Cov(SS3_1, DG1_2) Between Wave 1 2 Significance Direction SS3 DG1 -0.037
Cov(CI1_2, DG1_2) Within Wave 2 2 Coherence Direction CI1 DG1 -0.037
Cov(CI3_1, DP1_2) Between Wave 1 2 Coherence Direction CI3 DP1 0.037
Cov(SS1_1, SO1_2) Between Wave 1 2 Significance Significance SS1 SO1 -0.037
Cov(DP2_1, DG3_2) Between Wave 1 2 Direction Direction DP2 DG3 -0.037
Cov(CI3_2, SS3_2) Within Wave 2 2 Coherence Significance CI3 SS3 0.037
Cov(DP2_1, DM3_2) Between Wave 1 2 Direction Direction DP2 DM3 -0.037
Cov(CG3_1, SO2_1) Within Wave 1 1 Coherence Significance CG3 SO2 -0.037
Cov(SS1_1, SS3_1) Within Wave 1 1 Significance Significance SS1 SS3 -0.036
Cov(CG3_2, DM1_2) Within Wave 2 2 Coherence Direction CG3 DM1 0.036
Cov(DG1_1, DM3_2) Between Wave 1 2 Direction Direction DG1 DM3 -0.036
Cov(CG2_2, CG3_2) Within Wave 2 2 Coherence Coherence CG2 CG3 0.036
Cov(DP1_1, SS2_2) Between Wave 1 2 Direction Significance DP1 SS2 0.036
Cov(DG1_1, DM1_2) Between Wave 1 2 Direction Direction DG1 DM1 -0.036
Cov(SS2_1, DM3_2) Between Wave 1 2 Significance Direction SS2 DM3 -0.036
Cov(SS1_2, DP1_2) Within Wave 2 2 Significance Direction SS1 DP1 0.036
Cov(SS1_1, CI1_2) Between Wave 1 2 Significance Coherence SS1 CI1 0.036
Cov(CI2_1, DM3_2) Between Wave 1 2 Coherence Direction CI2 DM3 -0.036
Cov(DG3_1, CI1_2) Between Wave 1 2 Direction Coherence DG3 CI1 -0.036
Cov(CI1_2, SO3_2) Within Wave 2 2 Coherence Significance CI1 SO3 -0.036
Cov(SS2_2, DM3_2) Within Wave 2 2 Significance Direction SS2 DM3 -0.036
Cov(CG1_1, DP2_1) Within Wave 1 1 Coherence Direction CG1 DP2 0.035
Cov(CI1_1, DG3_1) Within Wave 1 1 Coherence Direction CI1 DG3 -0.035
Cov(SO3_1, CI2_2) Between Wave 1 2 Significance Coherence SO3 CI2 -0.035
Cov(SO2_1, DG2_1) Within Wave 1 1 Significance Direction SO2 DG2 -0.035
Cov(CI2_2, SO3_2) Within Wave 2 2 Coherence Significance CI2 SO3 -0.035
Cov(DM3_1, DP3_2) Between Wave 1 2 Direction Direction DM3 DP3 -0.035
Cov(CG2_1, DP2_2) Between Wave 1 2 Coherence Direction CG2 DP2 0.035
Cov(SO2_1, SS1_2) Between Wave 1 2 Significance Significance SO2 SS1 0.035
Cov(CI3_2, SS2_2) Within Wave 2 2 Coherence Significance CI3 SS2 0.035
Cov(CI2_2, DM2_2) Within Wave 2 2 Coherence Direction CI2 DM2 -0.035
Cov(CI2_2, CI3_2) Within Wave 2 2 Coherence Coherence CI2 CI3 0.035
Cov(SS3_1, CG2_2) Between Wave 1 2 Significance Coherence SS3 CG2 0.034
Cov(DP2_1, DM2_2) Between Wave 1 2 Direction Direction DP2 DM2 -0.034
Cov(SS1_1, DP3_2) Between Wave 1 2 Significance Direction SS1 DP3 0.034
Cov(DM1_2, DM3_2) Within Wave 2 2 Direction Direction DM1 DM3 -0.034
Cov(SS2_1, CG2_2) Between Wave 1 2 Significance Coherence SS2 CG2 -0.034
Cov(DM2_2, DP1_2) Within Wave 2 2 Direction Direction DM2 DP1 -0.034
Cov(DG3_1, SS1_2) Between Wave 1 2 Direction Significance DG3 SS1 -0.034
Cov(CI2_1, DG2_1) Within Wave 1 1 Coherence Direction CI2 DG2 0.034
Cov(CI3_1, SS1_2) Between Wave 1 2 Coherence Significance CI3 SS1 0.034
Cov(SS2_1, CG1_2) Between Wave 1 2 Significance Coherence SS2 CG1 -0.034
Cov(CG3_2, DP3_2) Within Wave 2 2 Coherence Direction CG3 DP3 -0.033
Cov(CG3_1, DG3_2) Between Wave 1 2 Coherence Direction CG3 DG3 -0.033
Cov(CI2_1, DP1_1) Within Wave 1 1 Coherence Direction CI2 DP1 0.033
Cov(SO2_1, DM2_2) Between Wave 1 2 Significance Direction SO2 DM2 -0.033
Cov(CG1_1, DM2_2) Between Wave 1 2 Coherence Direction CG1 DM2 -0.033
Cov(CI2_1, CI1_2) Between Wave 1 2 Coherence Coherence CI2 CI1 -0.033
Cov(CI3_1, DM1_2) Between Wave 1 2 Coherence Direction CI3 DM1 0.033
Cov(CI1_1, DM3_1) Within Wave 1 1 Coherence Direction CI1 DM3 -0.032
Cov(DG1_1, CG1_2) Between Wave 1 2 Direction Coherence DG1 CG1 -0.032
Cov(SS3_2, DP1_2) Within Wave 2 2 Significance Direction SS3 DP1 0.032
Cov(DP1_1, CG3_2) Between Wave 1 2 Direction Coherence DP1 CG3 0.032
Cov(SS1_1, DM1_2) Between Wave 1 2 Significance Direction SS1 DM1 0.032
Cov(DP1_1, DP2_2) Between Wave 1 2 Direction Direction DP1 DP2 0.032
Cov(SS2_1, DG3_2) Between Wave 1 2 Significance Direction SS2 DG3 -0.032
Cov(CG3_2, CI3_2) Within Wave 2 2 Coherence Coherence CG3 CI3 0.031
Cov(SS2_1, SO1_1) Within Wave 1 1 Significance Significance SS2 SO1 0.031
Cov(CI3_1, DM1_1) Within Wave 1 1 Coherence Direction CI3 DM1 0.031
Cov(DM1_1, DM3_1) Within Wave 1 1 Direction Direction DM1 DM3 -0.031
Cov(CI3_1, SO1_2) Between Wave 1 2 Coherence Significance CI3 SO1 0.031
Cov(DG2_1, CI1_2) Between Wave 1 2 Direction Coherence DG2 CI1 -0.031
Cov(CI1_1, SO1_2) Between Wave 1 2 Coherence Significance CI1 SO1 -0.031
Cov(SO3_2, DM2_2) Within Wave 2 2 Significance Direction SO3 DM2 -0.031
Cov(CG3_1, DG2_1) Within Wave 1 1 Coherence Direction CG3 DG2 -0.031
Cov(SO1_1, DG2_1) Within Wave 1 1 Significance Direction SO1 DG2 0.031
Cov(SO2_1, DM1_1) Within Wave 1 1 Significance Direction SO2 DM1 0.031
Cov(DG1_1, SS3_2) Between Wave 1 2 Direction Significance DG1 SS3 -0.031
Cov(CI3_2, DG3_2) Within Wave 2 2 Coherence Direction CI3 DG3 0.030
Cov(SS2_1, DP2_2) Between Wave 1 2 Significance Direction SS2 DP2 -0.030
Cov(SS3_2, DP3_2) Within Wave 2 2 Significance Direction SS3 DP3 -0.030
Cov(CI3_2, DM1_2) Within Wave 2 2 Coherence Direction CI3 DM1 0.030
Cov(CI1_1, SS2_1) Within Wave 1 1 Coherence Significance CI1 SS2 0.030
Cov(DG1_1, SO1_2) Between Wave 1 2 Direction Significance DG1 SO1 0.030
Cov(SO1_1, DP1_1) Within Wave 1 1 Significance Direction SO1 DP1 0.030
Cov(CI2_1, SO1_2) Between Wave 1 2 Coherence Significance CI2 SO1 0.030
Cov(SO3_1, DG1_2) Between Wave 1 2 Significance Direction SO3 DG1 0.030
Cov(SO3_1, DM1_2) Between Wave 1 2 Significance Direction SO3 DM1 0.030
Cov(DM2_1, CI2_2) Between Wave 1 2 Direction Coherence DM2 CI2 -0.029
Cov(DP1_1, DM3_2) Between Wave 1 2 Direction Direction DP1 DM3 -0.029
Cov(DP2_1, CG1_2) Between Wave 1 2 Direction Coherence DP2 CG1 0.029
Cov(SO2_1, DM2_1) Within Wave 1 1 Significance Direction SO2 DM2 -0.029
Cov(CI2_1, SO3_1) Within Wave 1 1 Coherence Significance CI2 SO3 0.029
Cov(SS2_2, DP1_2) Within Wave 2 2 Significance Direction SS2 DP1 0.029
Cov(CG2_1, DP2_1) Within Wave 1 1 Coherence Direction CG2 DP2 0.029
Cov(DP1_1, DM2_2) Between Wave 1 2 Direction Direction DP1 DM2 -0.029
Cov(DP1_2, DG2_2) Within Wave 2 2 Direction Direction DP1 DG2 -0.029
Cov(DG3_1, CI3_2) Between Wave 1 2 Direction Coherence DG3 CI3 0.029
Cov(CI3_2, DP3_2) Within Wave 2 2 Coherence Direction CI3 DP3 0.028
Cov(DG2_1, CI3_2) Between Wave 1 2 Direction Coherence DG2 CI3 0.028
Cov(DP2_1, SS1_2) Between Wave 1 2 Direction Significance DP2 SS1 0.028
Cov(CG3_2, DM2_2) Within Wave 2 2 Coherence Direction CG3 DM2 -0.028
Cov(SO3_1, SS2_2) Between Wave 1 2 Significance Significance SO3 SS2 -0.028
Cov(CG2_2, SS2_2) Within Wave 2 2 Coherence Significance CG2 SS2 -0.028
Cov(CG3_2, CI1_2) Within Wave 2 2 Coherence Coherence CG3 CI1 -0.028
Cov(CI1_1, DP3_1) Within Wave 1 1 Coherence Direction CI1 DP3 -0.028
Cov(DM2_1, SO1_2) Between Wave 1 2 Direction Significance DM2 SO1 -0.027
Cov(CI2_1, CI3_2) Between Wave 1 2 Coherence Coherence CI2 CI3 0.027
Cov(DP3_1, SO1_2) Between Wave 1 2 Direction Significance DP3 SO1 0.027
Cov(SS1_1, CG3_2) Between Wave 1 2 Significance Coherence SS1 CG3 0.027
Cov(SS2_1, SO2_1) Within Wave 1 1 Significance Significance SS2 SO2 -0.027
Cov(DP3_1, CI3_2) Between Wave 1 2 Direction Coherence DP3 CI3 0.027
Cov(SO2_1, DP2_1) Within Wave 1 1 Significance Direction SO2 DP2 -0.026
Cov(DP2_1, SS3_2) Between Wave 1 2 Direction Significance DP2 SS3 0.026
Cov(CI2_1, CG3_2) Between Wave 1 2 Coherence Coherence CI2 CG3 0.026
Cov(SS2_1, CI3_2) Between Wave 1 2 Significance Coherence SS2 CI3 0.026
Cov(SS2_1, SS3_2) Between Wave 1 2 Significance Significance SS2 SS3 -0.026
Cov(SS2_2, SO2_2) Within Wave 2 2 Significance Significance SS2 SO2 -0.026
Cov(DP2_1, CG2_2) Between Wave 1 2 Direction Coherence DP2 CG2 0.026
Cov(SO2_1, CG3_2) Between Wave 1 2 Significance Coherence SO2 CG3 -0.026
Cov(SO2_1, DM3_2) Between Wave 1 2 Significance Direction SO2 DM3 -0.026
Cov(CG1_1, DP1_2) Between Wave 1 2 Coherence Direction CG1 DP1 -0.026
Cov(SS1_2, DG3_2) Within Wave 2 2 Significance Direction SS1 DG3 -0.026
Cov(DG2_1, CG3_2) Between Wave 1 2 Direction Coherence DG2 CG3 -0.026
Cov(CI2_1, SS3_2) Between Wave 1 2 Coherence Significance CI2 SS3 -0.026
Cov(DP1_1, SS3_2) Between Wave 1 2 Direction Significance DP1 SS3 0.026
Cov(CG1_1, CI1_1) Within Wave 1 1 Coherence Coherence CG1 CI1 -0.026
Cov(CI2_1, DG3_2) Between Wave 1 2 Coherence Direction CI2 DG3 -0.026
Cov(CI1_1, DP1_2) Between Wave 1 2 Coherence Direction CI1 DP1 0.025
Cov(SS2_1, DG3_1) Within Wave 1 1 Significance Direction SS2 DG3 -0.025
Cov(CI3_1, DG1_2) Between Wave 1 2 Coherence Direction CI3 DG1 -0.025
Cov(CI3_1, CG2_2) Between Wave 1 2 Coherence Coherence CI3 CG2 -0.025
Cov(DG3_1, SO3_2) Between Wave 1 2 Direction Significance DG3 SO3 -0.025
Cov(CI3_2, DM2_2) Within Wave 2 2 Coherence Direction CI3 DM2 0.025
Cov(CI2_1, DM1_2) Between Wave 1 2 Coherence Direction CI2 DM1 -0.025
Cov(CG3_1, DP1_2) Between Wave 1 2 Coherence Direction CG3 DP1 0.025
Cov(CI2_1, DM1_1) Within Wave 1 1 Coherence Direction CI2 DM1 0.025
Cov(DM1_1, DM2_2) Between Wave 1 2 Direction Direction DM1 DM2 0.024
Cov(SO1_1, DG1_1) Within Wave 1 1 Significance Direction SO1 DG1 -0.024
Cov(CG2_1, DP1_2) Between Wave 1 2 Coherence Direction CG2 DP1 -0.024
Cov(SS3_1, CI3_2) Between Wave 1 2 Significance Coherence SS3 CI3 0.024
Cov(SO3_1, SS1_2) Between Wave 1 2 Significance Significance SO3 SS1 -0.024
Cov(SO1_1, DG3_1) Within Wave 1 1 Significance Direction SO1 DG3 0.024
Cov(CI1_1, SS1_1) Within Wave 1 1 Coherence Significance CI1 SS1 0.024
Cov(DG1_1, SO2_2) Between Wave 1 2 Direction Significance DG1 SO2 0.024
Cov(SS1_2, DP2_2) Within Wave 2 2 Significance Direction SS1 DP2 0.024
Cov(SS1_2, SS3_2) Within Wave 2 2 Significance Significance SS1 SS3 -0.024
Cov(CG2_1, CG3_1) Within Wave 1 1 Coherence Coherence CG2 CG3 0.024
Cov(CG2_1, DM3_2) Between Wave 1 2 Coherence Direction CG2 DM3 -0.024
Cov(CG3_1, DP1_1) Within Wave 1 1 Coherence Direction CG3 DP1 0.024
Cov(CI1_1, SO3_2) Between Wave 1 2 Coherence Significance CI1 SO3 -0.024
Cov(SS1_1, CG1_2) Between Wave 1 2 Significance Coherence SS1 CG1 -0.024
Cov(SS3_1, DP3_2) Between Wave 1 2 Significance Direction SS3 DP3 -0.024
Cov(SO1_2, DM2_2) Within Wave 2 2 Significance Direction SO1 DM2 -0.024
Cov(SS2_2, DP3_2) Within Wave 2 2 Significance Direction SS2 DP3 0.024
Cov(SO1_1, CI2_2) Between Wave 1 2 Significance Coherence SO1 CI2 0.023
Cov(SO1_2, DG3_2) Within Wave 2 2 Significance Direction SO1 DG3 0.023
Cov(CG3_1, SO3_2) Between Wave 1 2 Coherence Significance CG3 SO3 -0.023
Cov(CI1_1, SS2_2) Between Wave 1 2 Coherence Significance CI1 SS2 0.023
Cov(CI3_1, DG2_1) Within Wave 1 1 Coherence Direction CI3 DG2 0.023
Cov(SO1_1, CI3_2) Between Wave 1 2 Significance Coherence SO1 CI3 0.023
Cov(DP2_1, SO2_2) Between Wave 1 2 Direction Significance DP2 SO2 -0.022
Cov(CG1_1, CG3_1) Within Wave 1 1 Coherence Coherence CG1 CG3 0.022
Cov(SO2_2, DG2_2) Within Wave 2 2 Significance Direction SO2 DG2 -0.022
Cov(SS1_1, CI3_2) Between Wave 1 2 Significance Coherence SS1 CI3 0.022
Cov(DP1_1, SO3_2) Between Wave 1 2 Direction Significance DP1 SO3 0.022
Cov(SS1_1, DG3_2) Between Wave 1 2 Significance Direction SS1 DG3 -0.022
Cov(CI3_1, DG1_1) Within Wave 1 1 Coherence Direction CI3 DG1 -0.022
Cov(DP1_1, DP3_2) Between Wave 1 2 Direction Direction DP1 DP3 0.022
Cov(DM3_1, DG2_2) Between Wave 1 2 Direction Direction DM3 DG2 -0.022
Cov(SO3_1, CI3_2) Between Wave 1 2 Significance Coherence SO3 CI3 -0.022
Cov(DM3_2, DP1_2) Within Wave 2 2 Direction Direction DM3 DP1 0.022
Cov(SO2_1, DG3_1) Within Wave 1 1 Significance Direction SO2 DG3 -0.021
Cov(SS1_1, DG1_2) Between Wave 1 2 Significance Direction SS1 DG1 0.021
Cov(DM2_1, DP1_2) Between Wave 1 2 Direction Direction DM2 DP1 -0.021
Cov(CI2_2, DG1_2) Within Wave 2 2 Coherence Direction CI2 DG1 0.021
Cov(CG2_1, CI1_2) Between Wave 1 2 Coherence Coherence CG2 CI1 -0.021
Cov(SS3_1, SS2_2) Between Wave 1 2 Significance Significance SS3 SS2 -0.021
Cov(CI2_2, SO2_2) Within Wave 2 2 Coherence Significance CI2 SO2 0.021
Cov(DP2_1, DG1_1) Within Wave 1 1 Direction Direction DP2 DG1 -0.021
Cov(SS2_1, SO3_2) Between Wave 1 2 Significance Significance SS2 SO3 -0.021
Cov(DG1_1, CI2_2) Between Wave 1 2 Direction Coherence DG1 CI2 -0.021
Cov(CG3_1, DG2_2) Between Wave 1 2 Coherence Direction CG3 DG2 -0.020
Cov(SS2_1, SS1_2) Between Wave 1 2 Significance Significance SS2 SS1 0.020
Cov(SO2_2, DG3_2) Within Wave 2 2 Significance Direction SO2 DG3 -0.020
Cov(DP1_1, CG1_2) Between Wave 1 2 Direction Coherence DP1 CG1 -0.020
Cov(DP1_1, DM1_2) Between Wave 1 2 Direction Direction DP1 DM1 0.020
Cov(DM2_1, SO2_2) Between Wave 1 2 Direction Significance DM2 SO2 -0.020
Cov(DM3_1, SS1_2) Between Wave 1 2 Direction Significance DM3 SS1 -0.020
Cov(SO2_1, CI3_2) Between Wave 1 2 Significance Coherence SO2 CI3 -0.020
Cov(DG3_1, SS2_2) Between Wave 1 2 Direction Significance DG3 SS2 -0.020
Cov(SS2_1, DM3_1) Within Wave 1 1 Significance Direction SS2 DM3 -0.020
Cov(SO1_1, DG3_2) Between Wave 1 2 Significance Direction SO1 DG3 -0.020
Cov(CG1_2, SS3_2) Within Wave 2 2 Coherence Significance CG1 SS3 0.020
Cov(SO3_2, DG3_2) Within Wave 2 2 Significance Direction SO3 DG3 -0.020
Cov(SS2_1, DP1_2) Between Wave 1 2 Significance Direction SS2 DP1 -0.020
Cov(DP1_1, CG2_2) Between Wave 1 2 Direction Coherence DP1 CG2 -0.020
Cov(SS3_1, SS1_2) Between Wave 1 2 Significance Significance SS3 SS1 -0.019
Cov(DM3_1, SO2_2) Between Wave 1 2 Direction Significance DM3 SO2 -0.019
Cov(SO2_2, DM1_2) Within Wave 2 2 Significance Direction SO2 DM1 0.019
Cov(SO2_1, DP1_1) Within Wave 1 1 Significance Direction SO2 DP1 -0.019
Cov(DG1_1, DP2_2) Between Wave 1 2 Direction Direction DG1 DP2 0.019
Cov(CI2_1, DP2_2) Between Wave 1 2 Coherence Direction CI2 DP2 -0.019
Cov(CI3_2, SO1_2) Within Wave 2 2 Coherence Significance CI3 SO1 -0.019
Cov(DP1_1, SO1_2) Between Wave 1 2 Direction Significance DP1 SO1 0.019
Cov(SO2_1, DP3_1) Within Wave 1 1 Significance Direction SO2 DP3 -0.019
Cov(SS3_1, DP1_1) Within Wave 1 1 Significance Direction SS3 DP1 0.019
Cov(SO2_1, DG3_2) Between Wave 1 2 Significance Direction SO2 DG3 0.019
Cov(CG1_2, DP2_2) Within Wave 2 2 Coherence Direction CG1 DP2 0.019
Cov(SS1_1, SO2_2) Between Wave 1 2 Significance Significance SS1 SO2 0.019
Cov(SO3_2, DP3_2) Within Wave 2 2 Significance Direction SO3 DP3 -0.019
Cov(DG1_1, DP1_2) Between Wave 1 2 Direction Direction DG1 DP1 0.019
Cov(DG2_1, DP1_2) Between Wave 1 2 Direction Direction DG2 DP1 0.018
Cov(SS1_1, SO2_1) Within Wave 1 1 Significance Significance SS1 SO2 0.018
Cov(SO1_1, CG3_2) Between Wave 1 2 Significance Coherence SO1 CG3 -0.018
Cov(CG3_2, DP2_2) Within Wave 2 2 Coherence Direction CG3 DP2 0.018
Cov(SS2_2, DM2_2) Within Wave 2 2 Significance Direction SS2 DM2 -0.018
Cov(DG3_1, DP2_2) Between Wave 1 2 Direction Direction DG3 DP2 -0.018
Cov(SS1_1, CI2_2) Between Wave 1 2 Significance Coherence SS1 CI2 0.018
Cov(SS1_1, DP3_1) Within Wave 1 1 Significance Direction SS1 DP3 0.018
Cov(SO3_2, DG1_2) Within Wave 2 2 Significance Direction SO3 DG1 0.017
Cov(SS2_1, DG1_2) Between Wave 1 2 Significance Direction SS2 DG1 -0.017
Cov(CG2_1, SS2_2) Between Wave 1 2 Coherence Significance CG2 SS2 0.017
Cov(DG3_1, DP1_2) Between Wave 1 2 Direction Direction DG3 DP1 -0.017
Cov(DM2_1, CI3_2) Between Wave 1 2 Direction Coherence DM2 CI3 0.017
Cov(SO3_1, DP3_2) Between Wave 1 2 Significance Direction SO3 DP3 -0.017
Cov(SS2_1, DP2_1) Within Wave 1 1 Significance Direction SS2 DP2 -0.017
Cov(SS2_2, DG2_2) Within Wave 2 2 Significance Direction SS2 DG2 0.017
Cov(CG3_2, SS3_2) Within Wave 2 2 Coherence Significance CG3 SS3 0.017
Cov(CG2_1, SS1_1) Within Wave 1 1 Coherence Significance CG2 SS1 -0.017
Cov(DP3_1, SS2_2) Between Wave 1 2 Direction Significance DP3 SS2 -0.017
Cov(CI3_1, CG1_2) Between Wave 1 2 Coherence Coherence CI3 CG1 -0.017
Cov(CI1_1, CG3_2) Between Wave 1 2 Coherence Coherence CI1 CG3 0.017
Cov(SS3_1, CI2_2) Between Wave 1 2 Significance Coherence SS3 CI2 -0.017
Cov(CG3_1, SO3_1) Within Wave 1 1 Coherence Significance CG3 SO3 -0.016
Cov(DM3_1, CG3_2) Between Wave 1 2 Direction Coherence DM3 CG3 -0.016
Cov(SO2_2, DP2_2) Within Wave 2 2 Significance Direction SO2 DP2 -0.016
Cov(SO2_1, CI2_2) Between Wave 1 2 Significance Coherence SO2 CI2 0.016
Cov(CI3_2, DG2_2) Within Wave 2 2 Coherence Direction CI3 DG2 0.016
Cov(CG2_1, DM2_2) Between Wave 1 2 Coherence Direction CG2 DM2 -0.016
Cov(SS1_1, DG2_2) Between Wave 1 2 Significance Direction SS1 DG2 -0.016
Cov(SS2_1, DM2_1) Within Wave 1 1 Significance Direction SS2 DM2 -0.016
Cov(SO1_2, DG1_2) Within Wave 2 2 Significance Direction SO1 DG1 0.016
Cov(DP3_1, SO3_2) Between Wave 1 2 Direction Significance DP3 SO3 -0.016
Cov(DP2_1, DP3_1) Within Wave 1 1 Direction Direction DP2 DP3 -0.016
Cov(SO1_2, DM1_2) Within Wave 2 2 Significance Direction SO1 DM1 -0.016
Cov(DM1_1, SO2_2) Between Wave 1 2 Direction Significance DM1 SO2 0.016
Cov(DP3_1, CG3_2) Between Wave 1 2 Direction Coherence DP3 CG3 0.016
Cov(DP1_1, DG1_2) Between Wave 1 2 Direction Direction DP1 DG1 0.015
Cov(CG1_1, SS1_2) Between Wave 1 2 Coherence Significance CG1 SS1 -0.015
Cov(SO3_1, DP3_1) Within Wave 1 1 Significance Direction SO3 DP3 -0.015
Cov(SS1_2, SS2_2) Within Wave 2 2 Significance Significance SS1 SS2 0.015
Cov(CI3_1, SS2_2) Between Wave 1 2 Coherence Significance CI3 SS2 0.015
Cov(DG1_1, CI3_2) Between Wave 1 2 Direction Coherence DG1 CI3 0.015
Cov(CI1_1, CI3_2) Between Wave 1 2 Coherence Coherence CI1 CI3 -0.015
Cov(SO3_2, DG2_2) Within Wave 2 2 Significance Direction SO3 DG2 -0.015
Cov(SO3_1, DP1_2) Between Wave 1 2 Significance Direction SO3 DP1 -0.015
Cov(CI1_1, DP3_2) Between Wave 1 2 Coherence Direction CI1 DP3 -0.015
Cov(CG3_1, SS1_2) Between Wave 1 2 Coherence Significance CG3 SS1 0.015
Cov(DG2_1, CI2_2) Between Wave 1 2 Direction Coherence DG2 CI2 0.015
Cov(DM3_1, DP1_1) Within Wave 1 1 Direction Direction DM3 DP1 0.015
Cov(DM2_1, CI1_2) Between Wave 1 2 Direction Coherence DM2 CI1 0.015
Cov(DM1_2, DP2_2) Within Wave 2 2 Direction Direction DM1 DP2 -0.015
Cov(SO1_1, CI1_2) Between Wave 1 2 Significance Coherence SO1 CI1 -0.014
Cov(DM1_1, DM3_2) Between Wave 1 2 Direction Direction DM1 DM3 -0.014
Cov(SS1_1, DM2_2) Between Wave 1 2 Significance Direction SS1 DM2 -0.014
Cov(DP1_1, DG2_2) Between Wave 1 2 Direction Direction DP1 DG2 0.014
Cov(SS2_1, DG2_2) Between Wave 1 2 Significance Direction SS2 DG2 0.014
Cov(SS2_1, DG2_1) Within Wave 1 1 Significance Direction SS2 DG2 0.014
Cov(CG3_1, DP3_2) Between Wave 1 2 Coherence Direction CG3 DP3 -0.014
Cov(SO1_1, DP2_1) Within Wave 1 1 Significance Direction SO1 DP2 -0.014
Cov(SS2_2, SS3_2) Within Wave 2 2 Significance Significance SS2 SS3 -0.014
Cov(DG3_1, SO2_2) Between Wave 1 2 Direction Significance DG3 SO2 0.014
Cov(DG1_1, CI1_2) Between Wave 1 2 Direction Coherence DG1 CI1 0.014
Cov(CI3_1, DM2_2) Between Wave 1 2 Coherence Direction CI3 DM2 -0.014
Cov(CG3_1, CI1_2) Between Wave 1 2 Coherence Coherence CG3 CI1 -0.014
Cov(CI1_1, DM2_1) Within Wave 1 1 Coherence Direction CI1 DM2 -0.013
Cov(DM1_1, CI3_2) Between Wave 1 2 Direction Coherence DM1 CI3 0.013
Cov(SO3_1, DP2_2) Between Wave 1 2 Significance Direction SO3 DP2 -0.013
Cov(SS2_1, SS3_1) Within Wave 1 1 Significance Significance SS2 SS3 0.013
Cov(DM3_1, CI3_2) Between Wave 1 2 Direction Coherence DM3 CI3 -0.013
Cov(CI2_2, DG2_2) Within Wave 2 2 Coherence Direction CI2 DG2 0.013
Cov(CG2_2, DP2_2) Within Wave 2 2 Coherence Direction CG2 DP2 0.013
Cov(CG2_1, SS3_1) Within Wave 1 1 Coherence Significance CG2 SS3 0.013
Cov(CG1_1, CI3_2) Between Wave 1 2 Coherence Coherence CG1 CI3 -0.013
Cov(DM2_1, SS1_2) Between Wave 1 2 Direction Significance DM2 SS1 -0.013
Cov(SS1_1, SS2_2) Between Wave 1 2 Significance Significance SS1 SS2 0.013
Cov(SO2_1, DG1_1) Within Wave 1 1 Significance Direction SO2 DG1 0.013
Cov(DG2_1, DP2_2) Between Wave 1 2 Direction Direction DG2 DP2 -0.013
Cov(DG2_1, SO2_2) Between Wave 1 2 Direction Significance DG2 SO2 0.013
Cov(CI3_1, SO2_2) Between Wave 1 2 Coherence Significance CI3 SO2 -0.013
Cov(DP2_1, DP3_2) Between Wave 1 2 Direction Direction DP2 DP3 0.013
Cov(DM3_1, SS3_2) Between Wave 1 2 Direction Significance DM3 SS3 -0.013
Cov(CG3_1, DG1_2) Between Wave 1 2 Coherence Direction CG3 DG1 -0.013
Cov(DP2_1, CI2_2) Between Wave 1 2 Direction Coherence DP2 CI2 -0.013
Cov(CG3_2, CI2_2) Within Wave 2 2 Coherence Coherence CG3 CI2 -0.012
Cov(CG3_1, DM3_2) Between Wave 1 2 Coherence Direction CG3 DM3 -0.012
Cov(CI3_1, DM3_1) Within Wave 1 1 Coherence Direction CI3 DM3 -0.012
Cov(SS1_1, DP2_1) Within Wave 1 1 Significance Direction SS1 DP2 0.012
Cov(DP2_1, DG1_2) Between Wave 1 2 Direction Direction DP2 DG1 0.012
Cov(DM2_1, CG2_2) Between Wave 1 2 Direction Coherence DM2 CG2 -0.012
Cov(SO2_2, DP1_2) Within Wave 2 2 Significance Direction SO2 DP1 -0.012
Cov(SO2_1, DG1_2) Between Wave 1 2 Significance Direction SO2 DG1 0.012
Cov(SO2_1, DP2_2) Between Wave 1 2 Significance Direction SO2 DP2 -0.012
Cov(CI2_1, SS3_1) Within Wave 1 1 Coherence Significance CI2 SS3 -0.012
Cov(CI2_1, DG1_1) Within Wave 1 1 Coherence Direction CI2 DG1 -0.012
Cov(DM1_2, DM2_2) Within Wave 2 2 Direction Direction DM1 DM2 0.012
Cov(CI3_1, CI2_2) Between Wave 1 2 Coherence Coherence CI3 CI2 0.012
Cov(SO3_1, DG2_2) Between Wave 1 2 Significance Direction SO3 DG2 -0.012
Cov(DP3_1, CI1_2) Between Wave 1 2 Direction Coherence DP3 CI1 -0.012
Cov(DM2_1, DM3_2) Between Wave 1 2 Direction Direction DM2 DM3 0.012
Cov(SO3_1, DM2_2) Between Wave 1 2 Significance Direction SO3 DM2 0.012
Cov(SS3_2, DM3_2) Within Wave 2 2 Significance Direction SS3 DM3 -0.012
Cov(DG1_1, SS1_2) Between Wave 1 2 Direction Significance DG1 SS1 -0.012
Cov(CG1_1, SS2_2) Between Wave 1 2 Coherence Significance CG1 SS2 -0.012
Cov(CI2_1, DG1_2) Between Wave 1 2 Coherence Direction CI2 DG1 -0.011
Cov(SS1_1, CG2_2) Between Wave 1 2 Significance Coherence SS1 CG2 -0.011
Cov(CG1_1, CI1_2) Between Wave 1 2 Coherence Coherence CG1 CI1 -0.011
Cov(CG3_1, CI2_2) Between Wave 1 2 Coherence Coherence CG3 CI2 -0.011
Cov(SO1_2, DP2_2) Within Wave 2 2 Significance Direction SO1 DP2 -0.011
Cov(SO2_1, CI1_2) Between Wave 1 2 Significance Coherence SO2 CI1 -0.011
Cov(DP1_1, CI2_2) Between Wave 1 2 Direction Coherence DP1 CI2 0.011
Cov(CI3_1, DG3_1) Within Wave 1 1 Coherence Direction CI3 DG3 0.011
Cov(SO2_1, SS2_2) Between Wave 1 2 Significance Significance SO2 SS2 0.011
Cov(SO3_1, DP2_1) Within Wave 1 1 Significance Direction SO3 DP2 -0.011
Cov(SS2_1, DM1_1) Within Wave 1 1 Significance Direction SS2 DM1 0.011
Cov(SO1_1, DM2_2) Between Wave 1 2 Significance Direction SO1 DM2 -0.011
Cov(SS2_1, SO2_2) Between Wave 1 2 Significance Significance SS2 SO2 -0.011
Cov(DG2_1, SO3_2) Between Wave 1 2 Direction Significance DG2 SO3 0.011
Cov(CG3_1, CG2_2) Between Wave 1 2 Coherence Coherence CG3 CG2 -0.010
Cov(CI1_1, SO2_2) Between Wave 1 2 Coherence Significance CI1 SO2 -0.010
Cov(SO2_2, DP3_2) Within Wave 2 2 Significance Direction SO2 DP3 -0.010
Cov(SS2_1, DP3_2) Between Wave 1 2 Significance Direction SS2 DP3 -0.010
Cov(SO3_2, DP1_2) Within Wave 2 2 Significance Direction SO3 DP1 -0.010
Cov(SS1_1, SO3_2) Between Wave 1 2 Significance Significance SS1 SO3 -0.010
Cov(CI3_1, SO1_1) Within Wave 1 1 Coherence Significance CI3 SO1 0.010
Cov(DG1_1, CG3_2) Between Wave 1 2 Direction Coherence DG1 CG3 -0.010
Cov(DM3_1, DP2_2) Between Wave 1 2 Direction Direction DM3 DP2 0.010
Cov(CG3_1, CI2_1) Within Wave 1 1 Coherence Coherence CG3 CI2 0.009
Cov(SS1_2, DM1_2) Within Wave 2 2 Significance Direction SS1 DM1 0.009
Cov(SS2_1, DP3_1) Within Wave 1 1 Significance Direction SS2 DP3 -0.009
Cov(SO1_2, DM3_2) Within Wave 2 2 Significance Direction SO1 DM3 -0.009
Cov(CI1_1, CG1_2) Between Wave 1 2 Coherence Coherence CI1 CG1 0.009
Cov(SS1_2, DG1_2) Within Wave 2 2 Significance Direction SS1 DG1 0.009
Cov(CI3_1, DG2_2) Between Wave 1 2 Coherence Direction CI3 DG2 -0.009
Cov(CG3_1, SS2_2) Between Wave 1 2 Coherence Significance CG3 SS2 0.009
Cov(SS2_2, DM1_2) Within Wave 2 2 Significance Direction SS2 DM1 0.009
Cov(CG2_2, SS3_2) Within Wave 2 2 Coherence Significance CG2 SS3 0.009
Cov(DM2_1, SO3_2) Between Wave 1 2 Direction Significance DM2 SO3 -0.008
Cov(DP3_1, CI2_2) Between Wave 1 2 Direction Coherence DP3 CI2 0.008
Cov(SO3_1, DM3_2) Between Wave 1 2 Significance Direction SO3 DM3 -0.008
Cov(SS2_1, CG3_2) Between Wave 1 2 Significance Coherence SS2 CG3 0.008
Cov(CI3_1, DP3_2) Between Wave 1 2 Coherence Direction CI3 DP3 0.008
Cov(SS1_2, SO2_2) Within Wave 2 2 Significance Significance SS1 SO2 -0.008
Cov(CG1_2, CG3_2) Within Wave 2 2 Coherence Coherence CG1 CG3 0.008
Cov(SO2_1, DM1_2) Between Wave 1 2 Significance Direction SO2 DM1 -0.008
Cov(SS3_1, DM2_1) Within Wave 1 1 Significance Direction SS3 DM2 0.008
Cov(DP3_1, SO2_2) Between Wave 1 2 Direction Significance DP3 SO2 -0.008
Cov(CI1_2, DM2_2) Within Wave 2 2 Coherence Direction CI1 DM2 -0.007
Cov(CG3_1, SS3_1) Within Wave 1 1 Coherence Significance CG3 SS3 -0.007
Cov(SO1_1, DP3_1) Within Wave 1 1 Significance Direction SO1 DP3 0.007
Cov(SO3_2, DP2_2) Within Wave 2 2 Significance Direction SO3 DP2 -0.007
Cov(SO1_1, DP1_2) Between Wave 1 2 Significance Direction SO1 DP1 -0.007
Cov(DM2_1, DP2_2) Between Wave 1 2 Direction Direction DM2 DP2 0.007
Cov(SS3_2, DM2_2) Within Wave 2 2 Significance Direction SS3 DM2 -0.007
Cov(DM3_1, SS2_2) Between Wave 1 2 Direction Significance DM3 SS2 -0.007
Cov(CG2_1, SS1_2) Between Wave 1 2 Coherence Significance CG2 SS1 -0.007
Cov(CG3_1, DP3_1) Within Wave 1 1 Coherence Direction CG3 DP3 -0.007
Cov(DP1_2, DP2_2) Within Wave 2 2 Direction Direction DP1 DP2 0.007
Cov(CG3_1, DM2_2) Between Wave 1 2 Coherence Direction CG3 DM2 -0.007
Cov(SS1_1, DM3_2) Between Wave 1 2 Significance Direction SS1 DM3 0.007
Cov(CI2_1, SO3_2) Between Wave 1 2 Coherence Significance CI2 SO3 -0.006
Cov(DM3_1, CI1_2) Between Wave 1 2 Direction Coherence DM3 CI1 -0.006
Cov(CI2_1, DP1_2) Between Wave 1 2 Coherence Direction CI2 DP1 -0.006
Cov(DG2_1, SS2_2) Between Wave 1 2 Direction Significance DG2 SS2 -0.006
Cov(SS3_1, DP1_2) Between Wave 1 2 Significance Direction SS3 DP1 0.006
Cov(DP2_1, SO3_2) Between Wave 1 2 Direction Significance DP2 SO3 -0.006
Cov(SS2_1, DM1_2) Between Wave 1 2 Significance Direction SS2 DM1 -0.006
Cov(SO3_1, DG1_1) Within Wave 1 1 Significance Direction SO3 DG1 0.006
Cov(SS2_2, DG3_2) Within Wave 2 2 Significance Direction SS2 DG3 -0.006
Cov(CI2_2, DM1_2) Within Wave 2 2 Coherence Direction CI2 DM1 -0.006
Cov(DP3_1, SS1_2) Between Wave 1 2 Direction Significance DP3 SS1 0.006
Cov(CI1_1, DM3_2) Between Wave 1 2 Coherence Direction CI1 DM3 0.006
Cov(CG3_2, SS2_2) Within Wave 2 2 Coherence Significance CG3 SS2 0.006
Cov(DP2_1, SS2_2) Between Wave 1 2 Direction Significance DP2 SS2 -0.006
Cov(CI3_1, DM2_1) Within Wave 1 1 Coherence Direction CI3 DM2 0.006
Cov(CI3_1, DM3_2) Between Wave 1 2 Coherence Direction CI3 DM3 -0.006
Cov(SO1_1, DP2_2) Between Wave 1 2 Significance Direction SO1 DP2 0.006
Cov(DG3_1, SO1_2) Between Wave 1 2 Direction Significance DG3 SO1 0.006
Cov(SS2_2, DG1_2) Within Wave 2 2 Significance Direction SS2 DG1 -0.006
Cov(SO3_1, CI1_2) Between Wave 1 2 Significance Coherence SO3 CI1 -0.005
Cov(DP1_1, DP3_1) Within Wave 1 1 Direction Direction DP1 DP3 -0.005
Cov(CI2_1, DG3_1) Within Wave 1 1 Coherence Direction CI2 DG3 0.005
Cov(CG3_1, SS2_1) Within Wave 1 1 Coherence Significance CG3 SS2 -0.005
Cov(CI3_1, CI1_2) Between Wave 1 2 Coherence Coherence CI3 CI1 0.005
Cov(CG3_2, DP1_2) Within Wave 2 2 Coherence Direction CG3 DP1 0.005
Cov(SO2_1, DP3_2) Between Wave 1 2 Significance Direction SO2 DP3 0.005
Cov(DP1_1, DG3_2) Between Wave 1 2 Direction Direction DP1 DG3 -0.005
Cov(DM3_1, SO1_2) Between Wave 1 2 Direction Significance DM3 SO1 -0.005
Cov(SS2_2, DP2_2) Within Wave 2 2 Significance Direction SS2 DP2 -0.005
Cov(CI2_1, DG2_2) Between Wave 1 2 Coherence Direction CI2 DG2 -0.005
Cov(SO1_1, SS2_2) Between Wave 1 2 Significance Significance SO1 SS2 0.005
Cov(CG2_1, SS3_2) Between Wave 1 2 Coherence Significance CG2 SS3 0.005
Cov(DP1_1, SO2_2) Between Wave 1 2 Direction Significance DP1 SO2 0.005
Cov(SS3_1, DM3_2) Between Wave 1 2 Significance Direction SS3 DM3 -0.004
Cov(CI1_2, DP3_2) Within Wave 2 2 Coherence Direction CI1 DP3 -0.004
Cov(DM2_1, SS2_2) Between Wave 1 2 Direction Significance DM2 SS2 0.004
Cov(SO1_1, DM1_2) Between Wave 1 2 Significance Direction SO1 DM1 0.004
Cov(SO1_1, DG2_2) Between Wave 1 2 Significance Direction SO1 DG2 0.004
Cov(CI1_1, DG1_2) Between Wave 1 2 Coherence Direction CI1 DG1 0.004
Cov(CG3_1, DM2_1) Within Wave 1 1 Coherence Direction CG3 DM2 -0.004
Cov(DM1_1, DP2_2) Between Wave 1 2 Direction Direction DM1 DP2 0.004
Cov(CI3_2, DM3_2) Within Wave 2 2 Coherence Direction CI3 DM3 0.004
Cov(SO3_1, DM3_1) Within Wave 1 1 Significance Direction SO3 DM3 0.004
Cov(CG1_1, SS3_1) Within Wave 1 1 Coherence Significance CG1 SS3 0.004
Cov(SO1_1, DM2_1) Within Wave 1 1 Significance Direction SO1 DM2 0.004
Cov(SS2_2, SO1_2) Within Wave 2 2 Significance Significance SS2 SO1 -0.003
Cov(CI1_2, DM3_2) Within Wave 2 2 Coherence Direction CI1 DM3 -0.003
Cov(CI1_2, SS2_2) Within Wave 2 2 Coherence Significance CI1 SS2 0.003
Cov(SO2_1, DP1_2) Between Wave 1 2 Significance Direction SO2 DP1 0.003
Cov(SO1_1, DM3_1) Within Wave 1 1 Significance Direction SO1 DM3 0.003
Cov(DM1_1, SS1_2) Between Wave 1 2 Direction Significance DM1 SS1 0.003
Cov(CI1_1, DM2_2) Between Wave 1 2 Coherence Direction CI1 DM2 0.003
Cov(CG1_1, SS3_2) Between Wave 1 2 Coherence Significance CG1 SS3 -0.003
Cov(SO3_1, DM2_1) Within Wave 1 1 Significance Direction SO3 DM2 -0.003
Cov(CG3_2, SS1_2) Within Wave 2 2 Coherence Significance CG3 SS1 -0.003
Cov(CG3_1, SO2_2) Between Wave 1 2 Coherence Significance CG3 SO2 0.003
Cov(CI1_1, CG2_2) Between Wave 1 2 Coherence Coherence CI1 CG2 -0.003
Cov(SO1_1, DG1_2) Between Wave 1 2 Significance Direction SO1 DG1 0.003
Cov(DM3_1, SO3_2) Between Wave 1 2 Direction Significance DM3 SO3 -0.002
Cov(DP1_2, DP3_2) Within Wave 2 2 Direction Direction DP1 DP3 -0.002
Cov(CI3_2, DG1_2) Within Wave 2 2 Coherence Direction CI3 DG1 -0.002
Cov(CG3_1, CG1_2) Between Wave 1 2 Coherence Coherence CG3 CG1 0.002
Cov(DP2_1, DP1_2) Between Wave 1 2 Direction Direction DP2 DP1 -0.002
Cov(DM2_1, CG3_2) Between Wave 1 2 Direction Coherence DM2 CG3 -0.002
Cov(CG3_1, SS1_1) Within Wave 1 1 Coherence Significance CG3 SS1 0.002
Cov(CG3_1, DG3_1) Within Wave 1 1 Coherence Direction CG3 DG3 -0.002
Cov(DM3_1, DP1_2) Between Wave 1 2 Direction Direction DM3 DP1 0.002
Cov(SO3_1, DP1_1) Within Wave 1 1 Significance Direction SO3 DP1 -0.002
Cov(DM2_1, CG1_2) Between Wave 1 2 Direction Coherence DM2 CG1 -0.002
Cov(CG3_1, SS3_2) Between Wave 1 2 Coherence Significance CG3 SS3 0.002
Cov(SS2_1, SO1_2) Between Wave 1 2 Significance Significance SS2 SO1 0.002
Cov(CI3_1, SO2_1) Within Wave 1 1 Coherence Significance CI3 SO2 0.002
Cov(DP1_1, DP2_1) Within Wave 1 1 Direction Direction DP1 DP2 0.002
Cov(CG3_1, CI3_1) Within Wave 1 1 Coherence Coherence CG3 CI3 0.001
Cov(SS3_1, DM2_2) Between Wave 1 2 Significance Direction SS3 DM2 0.001
Cov(SS1_1, DM1_1) Within Wave 1 1 Significance Direction SS1 DM1 0.001
Cov(CI1_1, DG1_1) Within Wave 1 1 Coherence Direction CI1 DG1 0.001
Cov(DM1_1, SS2_2) Between Wave 1 2 Direction Significance DM1 SS2 0.001
Cov(DM1_1, SO1_2) Between Wave 1 2 Direction Significance DM1 SO1 0.001
Cov(DG3_1, CI2_2) Between Wave 1 2 Direction Coherence DG3 CI2 0.001
Cov(SS3_1, DM3_1) Within Wave 1 1 Significance Direction SS3 DM3 0.000
Cov(SO3_1, DG3_2) Between Wave 1 2 Significance Direction SO3 DG3 0.000
Cov(DM2_1, SS3_2) Between Wave 1 2 Direction Significance DM2 SS3 0.000
Cov(DP3_1, DP2_2) Between Wave 1 2 Direction Direction DP3 DP2 0.000
Cov(SS1_1, SS3_2) Between Wave 1 2 Significance Significance SS1 SS3 0.000
Cov(DP3_1, DP1_2) Between Wave 1 2 Direction Direction DP3 DP1 0.000
Cov(CI3_1, DG3_2) Between Wave 1 2 Coherence Direction CI3 DG3 0.000
Cov(SO2_1, DG2_2) Between Wave 1 2 Significance Direction SO2 DG2 0.000
Cov(SO1_1, DP3_2) Between Wave 1 2 Significance Direction SO1 DP3 0.000
Cov(DM1_1, SS3_2) Between Wave 1 2 Direction Significance DM1 SS3 0.000
Cov(SS2_1, CI1_2) Between Wave 1 2 Significance Coherence SS2 CI1 0.000
Cov(SO2_2, DG1_2) Within Wave 2 2 Significance Direction SO2 DG1 0.000
Cov(CG1_1, CG1_2) Between Wave 1 2 Coherence Coherence CG1 CG1 0.000
Cov(DP3_1, DP3_2) Between Wave 1 2 Direction Direction DP3 DP3 0.000
Cov(SO3_1, SO3_2) Between Wave 1 2 Significance Significance SO3 SO3 0.000
Cov(SS1_1, SS1_2) Between Wave 1 2 Significance Significance SS1 SS1 0.000
Cov(SS3_1, SS3_2) Between Wave 1 2 Significance Significance SS3 SS3 0.000
Cov(CI1_1, CI1_2) Between Wave 1 2 Coherence Coherence CI1 CI1 0.000
Cov(DM2_1, DM2_2) Between Wave 1 2 Direction Direction DM2 DM2 0.000
Cov(CI3_1, CI3_2) Between Wave 1 2 Coherence Coherence CI3 CI3 0.000
Cov(DM3_1, DM3_2) Between Wave 1 2 Direction Direction DM3 DM3 0.000
Cov(CI2_1, CI2_2) Between Wave 1 2 Coherence Coherence CI2 CI2 0.000
Cov(DP1_1, DP1_2) Between Wave 1 2 Direction Direction DP1 DP1 0.000
Cov(DP2_1, DP2_2) Between Wave 1 2 Direction Direction DP2 DP2 0.000
Cov(CG3_1, CG3_2) Between Wave 1 2 Coherence Coherence CG3 CG3 0.000
Cov(CG2_1, CG2_2) Between Wave 1 2 Coherence Coherence CG2 CG2 0.000
Cov(DG2_1, DG2_2) Between Wave 1 2 Direction Direction DG2 DG2 0.000
Cov(SO1_1, SO1_2) Between Wave 1 2 Significance Significance SO1 SO1 0.000
Cov(SS2_1, SS2_2) Between Wave 1 2 Significance Significance SS2 SS2 0.000
Cov(SO2_1, SO2_2) Between Wave 1 2 Significance Significance SO2 SO2 0.000
Cov(DG1_1, DG1_2) Between Wave 1 2 Direction Direction DG1 DG1 0.000
Cov(DG3_1, DG3_2) Between Wave 1 2 Direction Direction DG3 DG3 0.000
Cov(DM1_1, DM1_2) Between Wave 1 2 Direction Direction DM1 DM1 0.000
resid.thresh %>%
    filter(V1_Domain == V2_Domain) %>%
    ggplot(aes(x = resid, color = V1_Domain, fill = V1_Domain)) + geom_density(alpha = 0.5,
    adjust = 2) + geom_vline(xintercept = 0, linetype = "dashed") + facet_wrap(. ~
    Same_Wave) + labs(x = "Residual of correlations (Observed - Model Implied)") +
    annotate("text", x = -0.15, y = 9, label = "Over estimate") + annotate("text",
    x = 0.15, y = 9, label = "Under estimate") + theme_bw()

Mod indices

modindices(fit.threshold.wide, sort. = T, maximum.number = 20)
       lhs op   rhs      mi    epc sepc.lv sepc.all sepc.nox
1617 DM2_2 ~~ DM3_2 489.787  0.189   0.189    0.888    0.888
1435 CG1_2 ~~ CG2_2 460.278  0.212   0.212    1.018    1.018
805  CG1_1 ~~ CG2_1 395.654  0.221   0.221    0.776    0.776
1247 DM2_1 ~~ DM3_1 394.213  0.201   0.201    0.750    0.750
1644 DG2_2 ~~ DG3_2 312.317  0.262   0.262    0.513    0.513
1590 SO2_2 ~~ SO3_2 290.070  0.257   0.257    0.543    0.543
727     C2 =~ DM1_2 230.490  0.365   0.365    0.345    0.345
760     S2 =~ CI1_2 226.572  0.367   0.367    0.365    0.365
601     C1 =~ DM1_1 219.992  0.326   0.326    0.326    0.326
796     D2 =~ CI1_2 215.946  0.321   0.321    0.320    0.320
637     S1 =~ DM1_1 209.665  0.446   0.446    0.446    0.446
731     C2 =~ DP2_2 199.943  0.314   0.314    0.307    0.307
631     S1 =~ CG1_1 198.451 -0.380  -0.380   -0.380   -0.380
1394 DG2_1 ~~ DG3_1 193.544  0.225   0.225    0.418    0.418
1642 DG1_2 ~~ DG2_2 193.191  0.212   0.212    0.462    0.462
723     C2 =~ SS3_2 187.192  0.379   0.379    0.383    0.383
1643 DG1_2 ~~ DG3_2 186.329  0.205   0.205    0.455    0.455
605     C1 =~ DP2_1 185.489  0.280   0.280    0.280    0.280
763     S2 =~ DM1_2 182.883  0.472   0.472    0.445    0.445
622     C1 =~ DM1_2 173.811  0.212   0.212    0.200    0.200

Multigroup model

Let’s check how the model looks without assuming the longitudinal error covariances. I believe this model will fit worse is more likely to indicate variance in the thresholds, but we have sufficient evidence from the above analysis to conclude the tenability of invariance.

## threshol invariance
syntax.thresh <- measEq.syntax(configural.model = mod.config, data = analysis.dat,
    ordered = T, parameterization = "delta", ID.cat = "Wu.Estabrook.2016", ID.fac = "std.lv",
    group = "wave", group.equal = c("thresholds"))  # end creating syntax
summary(syntax.thresh)  # summarize model features
This lavaan model syntax specifies a CFA with 21 manifest indicators (21 of which are ordinal) of 3 common factor(s).

To identify the location and scale of each common factor, the factor means and variances were fixed to 0 and 1, respectively, unless equality constraints on measurement parameters allow them to be freed.

The location and scale of each latent item-response underlying 21 ordinal indicators were identified using the "delta" parameterization, and the identification constraints recommended by Wu & Estabrook (2016). For details, read:

    https://doi.org/10.1007/s11336-016-9506-0 

Pattern matrix indicating num(eric), ord(ered), and lat(ent) indicators per factor:

    C   S   D  
CG1 ord        
CG2 ord        
CG3 ord        
CI1 ord        
CI2 ord        
CI3 ord        
SS1     ord    
SS2     ord    
SS3     ord    
SO1     ord    
SO2     ord    
SO3     ord    
DM1         ord
DM2         ord
DM3         ord
DP1         ord
DP2         ord
DP3         ord
DG1         ord
DG2         ord
DG3         ord

The following types of parameter were constrained to equality across groups:

    thresholds
mod.thresh <- as.character(syntax.thresh)  # save as text
## fit model to data
fit.threshold <- cfa(mod.thresh, data = analysis.dat, group = "wave")
summary(fit.threshold, standardized = T, fit.measures = T)
lavaan 0.6-12 ended normally after 122 iterations

  Estimator                                       DWLS
  Optimization method                           NLMINB
  Number of model parameters                       342
  Number of equality constraints                   126

  Number of observations per group:                   
    1                                             1235
    2                                             1235

Model Test User Model:
                                              Standard      Robust
  Test Statistic                              6777.496    9830.667
  Degrees of freedom                               456         456
  P-value (Chi-square)                           0.000       0.000
  Scaling correction factor                                  0.702
  Shift parameter for each group:                                 
      1                                                     85.710
      2                                                     85.710
    simple second-order correction                                
  Test statistic for each group:
    1                                         3019.383    4388.916
    2                                         3758.114    5441.751

Model Test Baseline Model:

  Test statistic                            472029.527  106318.182
  Degrees of freedom                               420         420
  P-value                                        0.000       0.000
  Scaling correction factor                                  4.453

User Model versus Baseline Model:

  Comparative Fit Index (CFI)                    0.987       0.911
  Tucker-Lewis Index (TLI)                       0.988       0.918
                                                                  
  Robust Comparative Fit Index (CFI)                            NA
  Robust Tucker-Lewis Index (TLI)                               NA

Root Mean Square Error of Approximation:

  RMSEA                                          0.106       0.129
  90 Percent confidence interval - lower         0.104       0.127
  90 Percent confidence interval - upper         0.108       0.131
  P-value RMSEA <= 0.05                          0.000       0.000
                                                                  
  Robust RMSEA                                                  NA
  90 Percent confidence interval - lower                        NA
  90 Percent confidence interval - upper                        NA

Standardized Root Mean Square Residual:

  SRMR                                           0.067       0.067

Parameter Estimates:

  Standard errors                           Robust.sem
  Information                                 Expected
  Information saturated (h1) model        Unstructured


Group 1 [1]:

Latent Variables:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C =~                                                                  
    CG1     (l.1_)    0.856    0.008  103.818    0.000    0.856    0.856
    CG2     (l.2_)    0.849    0.008  103.060    0.000    0.849    0.849
    CG3     (l.3_)    0.784    0.011   69.495    0.000    0.784    0.784
    CI1     (l.4_)    0.894    0.009  101.709    0.000    0.894    0.894
    CI2     (l.5_)    0.655    0.018   37.213    0.000    0.655    0.655
    CI3     (l.6_)    0.756    0.014   53.866    0.000    0.756    0.756
  S =~                                                                  
    SS1     (l.7_)    0.795    0.011   69.863    0.000    0.795    0.795
    SS2     (l.8_)    0.696    0.015   45.112    0.000    0.696    0.696
    SS3     (l.9_)    0.886    0.009   98.334    0.000    0.886    0.886
    SO1     (l.10)    0.655    0.017   38.726    0.000    0.655    0.655
    SO2     (l.11)    0.734    0.014   51.966    0.000    0.734    0.734
    SO3     (l.12)    0.708    0.015   46.824    0.000    0.708    0.708
  D =~                                                                  
    DM1     (l.13)    0.766    0.013   60.997    0.000    0.766    0.766
    DM2     (l.14)    0.836    0.009   98.270    0.000    0.836    0.836
    DM3     (l.15)    0.882    0.007  132.967    0.000    0.882    0.882
    DP1     (l.16)    0.900    0.006  139.454    0.000    0.900    0.900
    DP2     (l.17)    0.852    0.009   94.978    0.000    0.852    0.852
    DP3     (l.18)    0.709    0.014   50.891    0.000    0.709    0.709
    DG1     (l.19)    0.749    0.013   59.660    0.000    0.749    0.749
    DG2     (l.20)    0.695    0.014   48.716    0.000    0.695    0.695
    DG3     (l.21)    0.669    0.015   45.106    0.000    0.669    0.669

Covariances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C ~~                                                                  
    S       (p.2_)    0.747    0.013   58.537    0.000    0.747    0.747
    D      (p.3_1)    0.705    0.013   53.075    0.000    0.705    0.705
  S ~~                                                                  
    D      (p.3_2)    0.785    0.012   65.147    0.000    0.785    0.785

Intercepts:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
   .CG1     (n.1.)    0.000                               0.000    0.000
   .CG2     (n.2.)    0.000                               0.000    0.000
   .CG3     (n.3.)    0.000                               0.000    0.000
   .CI1     (n.4.)    0.000                               0.000    0.000
   .CI2     (n.5.)    0.000                               0.000    0.000
   .CI3     (n.6.)    0.000                               0.000    0.000
   .SS1     (n.7.)    0.000                               0.000    0.000
   .SS2     (n.8.)    0.000                               0.000    0.000
   .SS3     (n.9.)    0.000                               0.000    0.000
   .SO1     (n.10)    0.000                               0.000    0.000
   .SO2     (n.11)    0.000                               0.000    0.000
   .SO3     (n.12)    0.000                               0.000    0.000
   .DM1     (n.13)    0.000                               0.000    0.000
   .DM2     (n.14)    0.000                               0.000    0.000
   .DM3     (n.15)    0.000                               0.000    0.000
   .DP1     (n.16)    0.000                               0.000    0.000
   .DP2     (n.17)    0.000                               0.000    0.000
   .DP3     (n.18)    0.000                               0.000    0.000
   .DG1     (n.19)    0.000                               0.000    0.000
   .DG2     (n.20)    0.000                               0.000    0.000
   .DG3     (n.21)    0.000                               0.000    0.000
    C       (a.1.)    0.000                               0.000    0.000
    S       (a.2.)    0.000                               0.000    0.000
    D       (a.3.)    0.000                               0.000    0.000

Thresholds:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1|t1 (CG1.1)   -1.361    0.047  -28.924    0.000   -1.361   -1.361
    CG1|t2 (CG1.2)   -0.572    0.035  -16.139    0.000   -0.572   -0.572
    CG1|t3 (CG1.3)   -0.242    0.033   -7.276    0.000   -0.242   -0.242
    CG1|t4 (CG1.4)    0.349    0.034   10.393    0.000    0.349    0.349
    CG1|t5 (CG1.5)    1.023    0.041   25.163    0.000    1.023    1.023
    CG1|t6 (CG1.6)    1.771    0.058   30.445    0.000    1.771    1.771
    CG2|t1 (CG2.1)   -1.450    0.049  -29.538    0.000   -1.450   -1.450
    CG2|t2 (CG2.2)   -0.635    0.036  -17.795    0.000   -0.635   -0.635
    CG2|t3 (CG2.3)   -0.269    0.033   -8.100    0.000   -0.269   -0.269
    CG2|t4 (CG2.4)    0.349    0.034   10.387    0.000    0.349    0.349
    CG2|t5 (CG2.5)    1.058    0.041   25.778    0.000    1.058    1.058
    CG2|t6 (CG2.6)    1.794    0.059   30.327    0.000    1.794    1.794
    CG3|t1 (CG3.1)   -1.901    0.062  -30.533    0.000   -1.901   -1.901
    CG3|t2 (CG3.2)   -1.122    0.042  -26.927    0.000   -1.122   -1.122
    CG3|t3 (CG3.3)   -0.735    0.036  -20.204    0.000   -0.735   -0.735
    CG3|t4 (CG3.4)   -0.156    0.033   -4.755    0.000   -0.156   -0.156
    CG3|t5 (CG3.5)    0.699    0.037   19.144    0.000    0.699    0.699
    CG3|t6 (CG3.6)    1.607    0.053   30.262    0.000    1.607    1.607
    CI1|t1 (CI1.1)   -1.515    0.050  -30.103    0.000   -1.515   -1.515
    CI1|t2 (CI1.2)   -0.815    0.038  -21.688    0.000   -0.815   -0.815
    CI1|t3 (CI1.3)   -0.388    0.034  -11.488    0.000   -0.388   -0.388
    CI1|t4 (CI1.4)    0.147    0.033    4.496    0.000    0.147    0.147
    CI1|t5 (CI1.5)    0.815    0.038   21.680    0.000    0.815    0.815
    CI1|t6 (CI1.6)    1.674    0.055   30.220    0.000    1.674    1.674
    CI2|t1 (CI2.1)   -2.134    0.075  -28.590    0.000   -2.134   -2.134
    CI2|t2 (CI2.2)   -1.510    0.050  -30.245    0.000   -1.510   -1.510
    CI2|t3 (CI2.3)   -1.035    0.040  -25.925    0.000   -1.035   -1.035
    CI2|t4 (CI2.4)   -0.521    0.034  -15.157    0.000   -0.521   -0.521
    CI2|t5 (CI2.5)    0.436    0.035   12.646    0.000    0.436    0.436
    CI2|t6 (CI2.6)    1.599    0.053   30.236    0.000    1.599    1.599
    CI3|t1 (CI3.1)   -1.942    0.065  -29.791    0.000   -1.942   -1.942
    CI3|t2 (CI3.2)   -1.224    0.043  -28.204    0.000   -1.224   -1.224
    CI3|t3 (CI3.3)   -0.796    0.037  -21.556    0.000   -0.796   -0.796
    CI3|t4 (CI3.4)   -0.213    0.033   -6.485    0.000   -0.213   -0.213
    CI3|t5 (CI3.5)    0.539    0.035   15.312    0.000    0.539    0.539
    CI3|t6 (CI3.6)    1.390    0.048   29.245    0.000    1.390    1.390
    SS1|t1 (SS1.1)   -1.813    0.058  -31.174    0.000   -1.813   -1.813
    SS1|t2 (SS1.2)   -1.082    0.041  -26.330    0.000   -1.082   -1.082
    SS1|t3 (SS1.3)   -0.550    0.035  -15.818    0.000   -0.550   -0.550
    SS1|t4 (SS1.4)    0.004    0.033    0.124    0.901    0.004    0.004
    SS1|t5 (SS1.5)    0.728    0.037   19.788    0.000    0.728    0.728
    SS1|t6 (SS1.6)    1.609    0.054   30.006    0.000    1.609    1.609
    SS2|t1 (SS2.1)   -1.859    0.061  -30.531    0.000   -1.859   -1.859
    SS2|t2 (SS2.2)   -1.378    0.047  -29.513    0.000   -1.378   -1.378
    SS2|t3 (SS2.3)   -0.903    0.038  -23.482    0.000   -0.903   -0.903
    SS2|t4 (SS2.4)   -0.325    0.033   -9.793    0.000   -0.325   -0.325
    SS2|t5 (SS2.5)    0.267    0.033    7.989    0.000    0.267    0.267
    SS2|t6 (SS2.6)    1.140    0.044   26.116    0.000    1.140    1.140
    SS3|t1 (SS3.1)   -1.715    0.056  -30.787    0.000   -1.715   -1.715
    SS3|t2 (SS3.2)   -0.900    0.038  -23.449    0.000   -0.900   -0.900
    SS3|t3 (SS3.3)   -0.391    0.034  -11.625    0.000   -0.391   -0.391
    SS3|t4 (SS3.4)    0.187    0.033    5.677    0.000    0.187    0.187
    SS3|t5 (SS3.5)    0.828    0.038   21.946    0.000    0.828    0.828
    SS3|t6 (SS3.6)    1.571    0.053   29.900    0.000    1.571    1.571
    SO1|t1 (SO1.1)   -2.088    0.070  -29.859    0.000   -2.088   -2.088
    SO1|t2 (SO1.2)   -1.374    0.047  -29.363    0.000   -1.374   -1.374
    SO1|t3 (SO1.3)   -0.907    0.039  -23.492    0.000   -0.907   -0.907
    SO1|t4 (SO1.4)   -0.211    0.033   -6.404    0.000   -0.211   -0.211
    SO1|t5 (SO1.5)    0.531    0.035   15.198    0.000    0.531    0.531
    SO1|t6 (SO1.6)    1.629    0.054   29.955    0.000    1.629    1.629
    SO2|t1 (SO2.1)   -1.605    0.053  -30.504    0.000   -1.605   -1.605
    SO2|t2 (SO2.2)   -0.882    0.038  -22.980    0.000   -0.882   -0.882
    SO2|t3 (SO2.3)   -0.303    0.033   -9.112    0.000   -0.303   -0.303
    SO2|t4 (SO2.4)    0.225    0.033    6.820    0.000    0.225    0.225
    SO2|t5 (SO2.5)    0.998    0.040   24.873    0.000    0.998    0.998
    SO2|t6 (SO2.6)    1.915    0.063   30.320    0.000    1.915    1.915
    SO3|t1 (SO3.1)   -1.565    0.051  -30.471    0.000   -1.565   -1.565
    SO3|t2 (SO3.2)   -0.789    0.037  -21.148    0.000   -0.789   -0.789
    SO3|t3 (SO3.3)   -0.278    0.033   -8.355    0.000   -0.278   -0.278
    SO3|t4 (SO3.4)    0.389    0.034   11.523    0.000    0.389    0.389
    SO3|t5 (SO3.5)    1.136    0.042   26.881    0.000    1.136    1.136
    SO3|t6 (SO3.6)    2.134    0.074   28.799    0.000    2.134    2.134
    DM1|t1 (DM1.1)   -1.483    0.050  -29.939    0.000   -1.483   -1.483
    DM1|t2 (DM1.2)   -0.744    0.037  -20.233    0.000   -0.744   -0.744
    DM1|t3 (DM1.3)   -0.346    0.034  -10.264    0.000   -0.346   -0.346
    DM1|t4 (DM1.4)    0.476    0.034   13.845    0.000    0.476    0.476
    DM1|t5 (DM1.5)    1.180    0.043   27.385    0.000    1.180    1.180
    DM1|t6 (DM1.6)    1.900    0.063   29.994    0.000    1.900    1.900
    DM2|t1 (DM2.1)   -1.448    0.049  -29.613    0.000   -1.448   -1.448
    DM2|t2 (DM2.2)   -0.751    0.037  -20.419    0.000   -0.751   -0.751
    DM2|t3 (DM2.3)   -0.338    0.033  -10.105    0.000   -0.338   -0.338
    DM2|t4 (DM2.4)    0.115    0.033    3.512    0.000    0.115    0.115
    DM2|t5 (DM2.5)    0.783    0.037   20.955    0.000    0.783    0.783
    DM2|t6 (DM2.6)    1.515    0.051   29.652    0.000    1.515    1.515
    DM3|t1 (DM3.1)   -1.618    0.053  -30.298    0.000   -1.618   -1.618
    DM3|t2 (DM3.2)   -0.887    0.038  -23.186    0.000   -0.887   -0.887
    DM3|t3 (DM3.3)   -0.497    0.034  -14.537    0.000   -0.497   -0.497
    DM3|t4 (DM3.4)   -0.070    0.033   -2.152    0.031   -0.070   -0.070
    DM3|t5 (DM3.5)    0.663    0.036   18.286    0.000    0.663    0.663
    DM3|t6 (DM3.6)    1.499    0.050   29.802    0.000    1.499    1.499
    DP1|t1 (DP1.1)   -1.808    0.059  -30.708    0.000   -1.808   -1.808
    DP1|t2 (DP1.2)   -1.187    0.043  -27.735    0.000   -1.187   -1.187
    DP1|t3 (DP1.3)   -0.799    0.037  -21.579    0.000   -0.799   -0.799
    DP1|t4 (DP1.4)   -0.357    0.033  -10.649    0.000   -0.357   -0.357
    DP1|t5 (DP1.5)    0.492    0.035   14.085    0.000    0.492    0.492
    DP1|t6 (DP1.6)    1.439    0.049   29.418    0.000    1.439    1.439
    DP2|t1 (DP2.1)   -1.638    0.054  -30.524    0.000   -1.638   -1.638
    DP2|t2 (DP2.2)   -0.926    0.039  -23.958    0.000   -0.926   -0.926
    DP2|t3 (DP2.3)   -0.478    0.034  -13.951    0.000   -0.478   -0.478
    DP2|t4 (DP2.4)    0.020    0.033    0.617    0.537    0.020    0.020
    DP2|t5 (DP2.5)    0.716    0.037   19.508    0.000    0.716    0.716
    DP2|t6 (DP2.6)    1.620    0.054   30.174    0.000    1.620    1.620
    DP3|t1 (DP3.1)   -2.149    0.074  -29.035    0.000   -2.149   -2.149
    DP3|t2 (DP3.2)   -1.582    0.052  -30.516    0.000   -1.582   -1.582
    DP3|t3 (DP3.3)   -1.184    0.043  -27.784    0.000   -1.184   -1.184
    DP3|t4 (DP3.4)   -0.544    0.034  -15.764    0.000   -0.544   -0.544
    DP3|t5 (DP3.5)    0.270    0.034    8.055    0.000    0.270    0.270
    DP3|t6 (DP3.6)    1.327    0.047   28.312    0.000    1.327    1.327
    DG1|t1 (DG1.1)   -1.941    0.065  -29.868    0.000   -1.941   -1.941
    DG1|t2 (DG1.2)   -1.207    0.043  -27.958    0.000   -1.207   -1.207
    DG1|t3 (DG1.3)   -0.678    0.036  -18.997    0.000   -0.678   -0.678
    DG1|t4 (DG1.4)   -0.265    0.033   -8.026    0.000   -0.265   -0.265
    DG1|t5 (DG1.5)    0.552    0.035   15.636    0.000    0.552    0.552
    DG1|t6 (DG1.6)    1.418    0.048   29.483    0.000    1.418    1.418
    DG2|t1 (DG2.1)   -2.293    0.084  -27.241    0.000   -2.293   -2.293
    DG2|t2 (DG2.2)   -1.736    0.057  -30.703    0.000   -1.736   -1.736
    DG2|t3 (DG2.3)   -1.344    0.046  -29.210    0.000   -1.344   -1.344
    DG2|t4 (DG2.4)   -0.907    0.038  -23.712    0.000   -0.907   -0.907
    DG2|t5 (DG2.5)   -0.102    0.033   -3.102    0.002   -0.102   -0.102
    DG2|t6 (DG2.6)    0.918    0.040   22.722    0.000    0.918    0.918
    DG3|t1 (DG3.1)   -2.072    0.072  -28.833    0.000   -2.072   -2.072
    DG3|t2 (DG3.2)   -1.481    0.049  -30.059    0.000   -1.481   -1.481
    DG3|t3 (DG3.3)   -1.014    0.040  -25.413    0.000   -1.014   -1.014
    DG3|t4 (DG3.4)   -0.639    0.035  -18.133    0.000   -0.639   -0.639
    DG3|t5 (DG3.5)    0.176    0.033    5.281    0.000    0.176    0.176
    DG3|t6 (DG3.6)    1.060    0.042   25.233    0.000    1.060    1.060

Variances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    C       (p.1_)    1.000                               1.000    1.000
    S       (p.2_)    1.000                               1.000    1.000
    D       (p.3_)    1.000                               1.000    1.000
   .CG1               0.267                               0.267    0.267
   .CG2               0.279                               0.279    0.279
   .CG3               0.385                               0.385    0.385
   .CI1               0.201                               0.201    0.201
   .CI2               0.571                               0.571    0.571
   .CI3               0.428                               0.428    0.428
   .SS1               0.367                               0.367    0.367
   .SS2               0.515                               0.515    0.515
   .SS3               0.215                               0.215    0.215
   .SO1               0.570                               0.570    0.570
   .SO2               0.461                               0.461    0.461
   .SO3               0.499                               0.499    0.499
   .DM1               0.413                               0.413    0.413
   .DM2               0.302                               0.302    0.302
   .DM3               0.222                               0.222    0.222
   .DP1               0.191                               0.191    0.191
   .DP2               0.275                               0.275    0.275
   .DP3               0.498                               0.498    0.498
   .DG1               0.439                               0.439    0.439
   .DG2               0.518                               0.518    0.518
   .DG3               0.553                               0.553    0.553

Scales y*:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1               1.000                               1.000    1.000
    CG2               1.000                               1.000    1.000
    CG3               1.000                               1.000    1.000
    CI1               1.000                               1.000    1.000
    CI2               1.000                               1.000    1.000
    CI3               1.000                               1.000    1.000
    SS1               1.000                               1.000    1.000
    SS2               1.000                               1.000    1.000
    SS3               1.000                               1.000    1.000
    SO1               1.000                               1.000    1.000
    SO2               1.000                               1.000    1.000
    SO3               1.000                               1.000    1.000
    DM1               1.000                               1.000    1.000
    DM2               1.000                               1.000    1.000
    DM3               1.000                               1.000    1.000
    DP1               1.000                               1.000    1.000
    DP2               1.000                               1.000    1.000
    DP3               1.000                               1.000    1.000
    DG1               1.000                               1.000    1.000
    DG2               1.000                               1.000    1.000
    DG3               1.000                               1.000    1.000


Group 2 [2]:

Latent Variables:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C =~                                                                  
    CG1     (l.1_)    0.902    0.033   27.470    0.000    0.902    0.894
    CG2     (l.2_)    0.921    0.033   27.798    0.000    0.921    0.901
    CG3     (l.3_)    0.835    0.033   25.449    0.000    0.835    0.793
    CI1     (l.4_)    0.929    0.033   27.789    0.000    0.929    0.924
    CI2     (l.5_)    0.701    0.031   22.512    0.000    0.701    0.708
    CI3     (l.6_)    0.777    0.032   24.189    0.000    0.777    0.773
  S =~                                                                  
    SS1     (l.7_)    0.819    0.032   25.273    0.000    0.819    0.804
    SS2     (l.8_)    0.679    0.030   22.400    0.000    0.679    0.726
    SS3     (l.9_)    0.896    0.033   27.370    0.000    0.896    0.904
    SO1     (l.10)    0.670    0.031   21.398    0.000    0.670    0.658
    SO2     (l.11)    0.788    0.032   24.300    0.000    0.788    0.753
    SO3     (l.12)    0.791    0.033   24.213    0.000    0.791    0.754
  D =~                                                                  
    DM1     (l.13)    0.860    0.034   25.466    0.000    0.860    0.811
    DM2     (l.14)    0.853    0.032   26.964    0.000    0.853    0.871
    DM3     (l.15)    0.923    0.033   27.982    0.000    0.923    0.909
    DP1     (l.16)    0.919    0.033   27.925    0.000    0.919    0.905
    DP2     (l.17)    0.889    0.033   26.951    0.000    0.889    0.870
    DP3     (l.18)    0.771    0.032   24.326    0.000    0.771    0.758
    DG1     (l.19)    0.833    0.033   25.100    0.000    0.833    0.794
    DG2     (l.20)    0.759    0.034   22.245    0.000    0.759    0.727
    DG3     (l.21)    0.729    0.032   22.744    0.000    0.729    0.722

Covariances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C ~~                                                                  
    S       (p.2_)    0.759    0.013   59.966    0.000    0.759    0.759
    D      (p.3_1)    0.759    0.011   67.469    0.000    0.759    0.759
  S ~~                                                                  
    D      (p.3_2)    0.828    0.009   92.329    0.000    0.828    0.828

Intercepts:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
   .CG1     (n.1.)   -0.071    0.042   -1.703    0.088   -0.071   -0.070
   .CG2     (n.2.)   -0.105    0.042   -2.491    0.013   -0.105   -0.102
   .CG3     (n.3.)   -0.088    0.043   -2.061    0.039   -0.088   -0.083
   .CI1     (n.4.)   -0.064    0.041   -1.535    0.125   -0.064   -0.063
   .CI2     (n.5.)   -0.035    0.042   -0.830    0.406   -0.035   -0.035
   .CI3     (n.6.)   -0.064    0.042   -1.537    0.124   -0.064   -0.063
   .SS1     (n.7.)   -0.135    0.042   -3.237    0.001   -0.135   -0.133
   .SS2     (n.8.)   -0.109    0.040   -2.709    0.007   -0.109   -0.116
   .SS3     (n.9.)   -0.108    0.041   -2.634    0.008   -0.108   -0.109
   .SO1     (n.10)   -0.028    0.042   -0.671    0.502   -0.028   -0.028
   .SO2     (n.11)   -0.044    0.042   -1.033    0.301   -0.044   -0.042
   .SO3     (n.12)   -0.057    0.042   -1.339    0.181   -0.057   -0.054
   .DM1     (n.13)   -0.115    0.043   -2.690    0.007   -0.115   -0.109
   .DM2     (n.14)   -0.119    0.041   -2.902    0.004   -0.119   -0.122
   .DM3     (n.15)   -0.121    0.042   -2.903    0.004   -0.121   -0.119
   .DP1     (n.16)   -0.117    0.042   -2.800    0.005   -0.117   -0.116
   .DP2     (n.17)   -0.109    0.042   -2.603    0.009   -0.109   -0.107
   .DP3     (n.18)   -0.089    0.042   -2.108    0.035   -0.089   -0.087
   .DG1     (n.19)   -0.033    0.042   -0.774    0.439   -0.033   -0.031
   .DG2     (n.20)   -0.098    0.043   -2.272    0.023   -0.098   -0.094
   .DG3     (n.21)   -0.032    0.042   -0.751    0.453   -0.032   -0.031
    C       (a.1.)    0.000                               0.000    0.000
    S       (a.2.)    0.000                               0.000    0.000
    D       (a.3.)    0.000                               0.000    0.000

Thresholds:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1|t1 (CG1.1)   -1.361    0.047  -28.924    0.000   -1.361   -1.349
    CG1|t2 (CG1.2)   -0.572    0.035  -16.139    0.000   -0.572   -0.567
    CG1|t3 (CG1.3)   -0.242    0.033   -7.276    0.000   -0.242   -0.240
    CG1|t4 (CG1.4)    0.349    0.034   10.393    0.000    0.349    0.346
    CG1|t5 (CG1.5)    1.023    0.041   25.163    0.000    1.023    1.014
    CG1|t6 (CG1.6)    1.771    0.058   30.445    0.000    1.771    1.756
    CG2|t1 (CG2.1)   -1.450    0.049  -29.538    0.000   -1.450   -1.418
    CG2|t2 (CG2.2)   -0.635    0.036  -17.795    0.000   -0.635   -0.621
    CG2|t3 (CG2.3)   -0.269    0.033   -8.100    0.000   -0.269   -0.263
    CG2|t4 (CG2.4)    0.349    0.034   10.387    0.000    0.349    0.341
    CG2|t5 (CG2.5)    1.058    0.041   25.778    0.000    1.058    1.034
    CG2|t6 (CG2.6)    1.794    0.059   30.327    0.000    1.794    1.755
    CG3|t1 (CG3.1)   -1.901    0.062  -30.533    0.000   -1.901   -1.806
    CG3|t2 (CG3.2)   -1.122    0.042  -26.927    0.000   -1.122   -1.066
    CG3|t3 (CG3.3)   -0.735    0.036  -20.204    0.000   -0.735   -0.699
    CG3|t4 (CG3.4)   -0.156    0.033   -4.755    0.000   -0.156   -0.148
    CG3|t5 (CG3.5)    0.699    0.037   19.144    0.000    0.699    0.664
    CG3|t6 (CG3.6)    1.607    0.053   30.262    0.000    1.607    1.527
    CI1|t1 (CI1.1)   -1.515    0.050  -30.103    0.000   -1.515   -1.507
    CI1|t2 (CI1.2)   -0.815    0.038  -21.688    0.000   -0.815   -0.811
    CI1|t3 (CI1.3)   -0.388    0.034  -11.488    0.000   -0.388   -0.386
    CI1|t4 (CI1.4)    0.147    0.033    4.496    0.000    0.147    0.147
    CI1|t5 (CI1.5)    0.815    0.038   21.680    0.000    0.815    0.811
    CI1|t6 (CI1.6)    1.674    0.055   30.220    0.000    1.674    1.665
    CI2|t1 (CI2.1)   -2.134    0.075  -28.590    0.000   -2.134   -2.154
    CI2|t2 (CI2.2)   -1.510    0.050  -30.245    0.000   -1.510   -1.524
    CI2|t3 (CI2.3)   -1.035    0.040  -25.925    0.000   -1.035   -1.044
    CI2|t4 (CI2.4)   -0.521    0.034  -15.157    0.000   -0.521   -0.526
    CI2|t5 (CI2.5)    0.436    0.035   12.646    0.000    0.436    0.440
    CI2|t6 (CI2.6)    1.599    0.053   30.236    0.000    1.599    1.614
    CI3|t1 (CI3.1)   -1.942    0.065  -29.791    0.000   -1.942   -1.932
    CI3|t2 (CI3.2)   -1.224    0.043  -28.204    0.000   -1.224   -1.217
    CI3|t3 (CI3.3)   -0.796    0.037  -21.556    0.000   -0.796   -0.792
    CI3|t4 (CI3.4)   -0.213    0.033   -6.485    0.000   -0.213   -0.212
    CI3|t5 (CI3.5)    0.539    0.035   15.312    0.000    0.539    0.536
    CI3|t6 (CI3.6)    1.390    0.048   29.245    0.000    1.390    1.383
    SS1|t1 (SS1.1)   -1.813    0.058  -31.174    0.000   -1.813   -1.780
    SS1|t2 (SS1.2)   -1.082    0.041  -26.330    0.000   -1.082   -1.063
    SS1|t3 (SS1.3)   -0.550    0.035  -15.818    0.000   -0.550   -0.540
    SS1|t4 (SS1.4)    0.004    0.033    0.124    0.901    0.004    0.004
    SS1|t5 (SS1.5)    0.728    0.037   19.788    0.000    0.728    0.715
    SS1|t6 (SS1.6)    1.609    0.054   30.006    0.000    1.609    1.580
    SS2|t1 (SS2.1)   -1.859    0.061  -30.531    0.000   -1.859   -1.986
    SS2|t2 (SS2.2)   -1.378    0.047  -29.513    0.000   -1.378   -1.473
    SS2|t3 (SS2.3)   -0.903    0.038  -23.482    0.000   -0.903   -0.965
    SS2|t4 (SS2.4)   -0.325    0.033   -9.793    0.000   -0.325   -0.347
    SS2|t5 (SS2.5)    0.267    0.033    7.989    0.000    0.267    0.285
    SS2|t6 (SS2.6)    1.140    0.044   26.116    0.000    1.140    1.218
    SS3|t1 (SS3.1)   -1.715    0.056  -30.787    0.000   -1.715   -1.731
    SS3|t2 (SS3.2)   -0.900    0.038  -23.449    0.000   -0.900   -0.909
    SS3|t3 (SS3.3)   -0.391    0.034  -11.625    0.000   -0.391   -0.395
    SS3|t4 (SS3.4)    0.187    0.033    5.677    0.000    0.187    0.188
    SS3|t5 (SS3.5)    0.828    0.038   21.946    0.000    0.828    0.835
    SS3|t6 (SS3.6)    1.571    0.053   29.900    0.000    1.571    1.586
    SO1|t1 (SO1.1)   -2.088    0.070  -29.859    0.000   -2.088   -2.049
    SO1|t2 (SO1.2)   -1.374    0.047  -29.363    0.000   -1.374   -1.348
    SO1|t3 (SO1.3)   -0.907    0.039  -23.492    0.000   -0.907   -0.890
    SO1|t4 (SO1.4)   -0.211    0.033   -6.404    0.000   -0.211   -0.207
    SO1|t5 (SO1.5)    0.531    0.035   15.198    0.000    0.531    0.521
    SO1|t6 (SO1.6)    1.629    0.054   29.955    0.000    1.629    1.598
    SO2|t1 (SO2.1)   -1.605    0.053  -30.504    0.000   -1.605   -1.532
    SO2|t2 (SO2.2)   -0.882    0.038  -22.980    0.000   -0.882   -0.842
    SO2|t3 (SO2.3)   -0.303    0.033   -9.112    0.000   -0.303   -0.290
    SO2|t4 (SO2.4)    0.225    0.033    6.820    0.000    0.225    0.215
    SO2|t5 (SO2.5)    0.998    0.040   24.873    0.000    0.998    0.953
    SO2|t6 (SO2.6)    1.915    0.063   30.320    0.000    1.915    1.829
    SO3|t1 (SO3.1)   -1.565    0.051  -30.471    0.000   -1.565   -1.492
    SO3|t2 (SO3.2)   -0.789    0.037  -21.148    0.000   -0.789   -0.753
    SO3|t3 (SO3.3)   -0.278    0.033   -8.355    0.000   -0.278   -0.265
    SO3|t4 (SO3.4)    0.389    0.034   11.523    0.000    0.389    0.371
    SO3|t5 (SO3.5)    1.136    0.042   26.881    0.000    1.136    1.083
    SO3|t6 (SO3.6)    2.134    0.074   28.799    0.000    2.134    2.034
    DM1|t1 (DM1.1)   -1.483    0.050  -29.939    0.000   -1.483   -1.398
    DM1|t2 (DM1.2)   -0.744    0.037  -20.233    0.000   -0.744   -0.702
    DM1|t3 (DM1.3)   -0.346    0.034  -10.264    0.000   -0.346   -0.326
    DM1|t4 (DM1.4)    0.476    0.034   13.845    0.000    0.476    0.449
    DM1|t5 (DM1.5)    1.180    0.043   27.385    0.000    1.180    1.113
    DM1|t6 (DM1.6)    1.900    0.063   29.994    0.000    1.900    1.791
    DM2|t1 (DM2.1)   -1.448    0.049  -29.613    0.000   -1.448   -1.479
    DM2|t2 (DM2.2)   -0.751    0.037  -20.419    0.000   -0.751   -0.767
    DM2|t3 (DM2.3)   -0.338    0.033  -10.105    0.000   -0.338   -0.345
    DM2|t4 (DM2.4)    0.115    0.033    3.512    0.000    0.115    0.117
    DM2|t5 (DM2.5)    0.783    0.037   20.955    0.000    0.783    0.800
    DM2|t6 (DM2.6)    1.515    0.051   29.652    0.000    1.515    1.546
    DM3|t1 (DM3.1)   -1.618    0.053  -30.298    0.000   -1.618   -1.594
    DM3|t2 (DM3.2)   -0.887    0.038  -23.186    0.000   -0.887   -0.874
    DM3|t3 (DM3.3)   -0.497    0.034  -14.537    0.000   -0.497   -0.490
    DM3|t4 (DM3.4)   -0.070    0.033   -2.152    0.031   -0.070   -0.069
    DM3|t5 (DM3.5)    0.663    0.036   18.286    0.000    0.663    0.653
    DM3|t6 (DM3.6)    1.499    0.050   29.802    0.000    1.499    1.476
    DP1|t1 (DP1.1)   -1.808    0.059  -30.708    0.000   -1.808   -1.780
    DP1|t2 (DP1.2)   -1.187    0.043  -27.735    0.000   -1.187   -1.168
    DP1|t3 (DP1.3)   -0.799    0.037  -21.579    0.000   -0.799   -0.787
    DP1|t4 (DP1.4)   -0.357    0.033  -10.649    0.000   -0.357   -0.351
    DP1|t5 (DP1.5)    0.492    0.035   14.085    0.000    0.492    0.485
    DP1|t6 (DP1.6)    1.439    0.049   29.418    0.000    1.439    1.417
    DP2|t1 (DP2.1)   -1.638    0.054  -30.524    0.000   -1.638   -1.602
    DP2|t2 (DP2.2)   -0.926    0.039  -23.958    0.000   -0.926   -0.906
    DP2|t3 (DP2.3)   -0.478    0.034  -13.951    0.000   -0.478   -0.468
    DP2|t4 (DP2.4)    0.020    0.033    0.617    0.537    0.020    0.020
    DP2|t5 (DP2.5)    0.716    0.037   19.508    0.000    0.716    0.700
    DP2|t6 (DP2.6)    1.620    0.054   30.174    0.000    1.620    1.585
    DP3|t1 (DP3.1)   -2.149    0.074  -29.035    0.000   -2.149   -2.113
    DP3|t2 (DP3.2)   -1.582    0.052  -30.516    0.000   -1.582   -1.556
    DP3|t3 (DP3.3)   -1.184    0.043  -27.784    0.000   -1.184   -1.164
    DP3|t4 (DP3.4)   -0.544    0.034  -15.764    0.000   -0.544   -0.535
    DP3|t5 (DP3.5)    0.270    0.034    8.055    0.000    0.270    0.266
    DP3|t6 (DP3.6)    1.327    0.047   28.312    0.000    1.327    1.305
    DG1|t1 (DG1.1)   -1.941    0.065  -29.868    0.000   -1.941   -1.850
    DG1|t2 (DG1.2)   -1.207    0.043  -27.958    0.000   -1.207   -1.150
    DG1|t3 (DG1.3)   -0.678    0.036  -18.997    0.000   -0.678   -0.646
    DG1|t4 (DG1.4)   -0.265    0.033   -8.026    0.000   -0.265   -0.253
    DG1|t5 (DG1.5)    0.552    0.035   15.636    0.000    0.552    0.526
    DG1|t6 (DG1.6)    1.418    0.048   29.483    0.000    1.418    1.351
    DG2|t1 (DG2.1)   -2.293    0.084  -27.241    0.000   -2.293   -2.197
    DG2|t2 (DG2.2)   -1.736    0.057  -30.703    0.000   -1.736   -1.663
    DG2|t3 (DG2.3)   -1.344    0.046  -29.210    0.000   -1.344   -1.288
    DG2|t4 (DG2.4)   -0.907    0.038  -23.712    0.000   -0.907   -0.869
    DG2|t5 (DG2.5)   -0.102    0.033   -3.102    0.002   -0.102   -0.098
    DG2|t6 (DG2.6)    0.918    0.040   22.722    0.000    0.918    0.880
    DG3|t1 (DG3.1)   -2.072    0.072  -28.833    0.000   -2.072   -2.052
    DG3|t2 (DG3.2)   -1.481    0.049  -30.059    0.000   -1.481   -1.467
    DG3|t3 (DG3.3)   -1.014    0.040  -25.413    0.000   -1.014   -1.004
    DG3|t4 (DG3.4)   -0.639    0.035  -18.133    0.000   -0.639   -0.633
    DG3|t5 (DG3.5)    0.176    0.033    5.281    0.000    0.176    0.175
    DG3|t6 (DG3.6)    1.060    0.042   25.233    0.000    1.060    1.050

Variances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    C       (p.1_)    1.000                               1.000    1.000
    S       (p.2_)    1.000                               1.000    1.000
    D       (p.3_)    1.000                               1.000    1.000
   .CG1               0.204                               0.204    0.201
   .CG2               0.197                               0.197    0.189
   .CG3               0.410                               0.410    0.371
   .CI1               0.147                               0.147    0.146
   .CI2               0.490                               0.490    0.499
   .CI3               0.406                               0.406    0.402
   .SS1               0.367                               0.367    0.354
   .SS2               0.414                               0.414    0.473
   .SS3               0.179                               0.179    0.182
   .SO1               0.590                               0.590    0.568
   .SO2               0.476                               0.476    0.434
   .SO3               0.475                               0.475    0.432
   .DM1               0.385                               0.385    0.342
   .DM2               0.232                               0.232    0.241
   .DM3               0.179                               0.179    0.173
   .DP1               0.187                               0.187    0.181
   .DP2               0.255                               0.255    0.244
   .DP3               0.440                               0.440    0.425
   .DG1               0.406                               0.406    0.369
   .DG2               0.513                               0.513    0.471
   .DG3               0.489                               0.489    0.479

Scales y*:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1               0.992    0.033   30.483    0.000    0.992    1.000
    CG2               0.978    0.032   30.755    0.000    0.978    1.000
    CG3               0.950    0.030   31.454    0.000    0.950    1.000
    CI1               0.995    0.032   30.966    0.000    0.995    1.000
    CI2               1.009    0.032   31.506    0.000    1.009    1.000
    CI3               0.995    0.032   31.083    0.000    0.995    1.000
    SS1               0.982    0.031   31.502    0.000    0.982    1.000
    SS2               1.069    0.035   30.233    0.000    1.069    1.000
    SS3               1.009    0.032   31.344    0.000    1.009    1.000
    SO1               0.981    0.031   31.530    0.000    0.981    1.000
    SO2               0.955    0.030   31.454    0.000    0.955    1.000
    SO3               0.953    0.030   31.418    0.000    0.953    1.000
    DM1               0.943    0.030   30.997    0.000    0.943    1.000
    DM2               1.021    0.033   30.490    0.000    1.021    1.000
    DM3               0.985    0.032   30.694    0.000    0.985    1.000
    DP1               0.985    0.032   31.001    0.000    0.985    1.000
    DP2               0.978    0.032   31.036    0.000    0.978    1.000
    DP3               0.983    0.032   30.754    0.000    0.983    1.000
    DG1               0.953    0.031   31.034    0.000    0.953    1.000
    DG2               0.958    0.033   28.791    0.000    0.958    1.000
    DG3               0.990    0.033   29.758    0.000    0.990    1.000
## test equivalence of thresholds, given equivalence of configural model
lavTestLRT(fit.config, fit.threshold, method = "satorra.bentler.2010")
Scaled Chi-Squared Difference Test (method = "satorra.bentler.2010")

lavaan NOTE:
    The "Chisq" column contains standard test statistics, not the
    robust test that should be reported per model. A robust difference
    test is a function of two standard (not robust) statistics.
 
               Df AIC BIC  Chisq Chisq diff Df diff Pr(>Chisq)
fit.config    372         6733.1                              
fit.threshold 456         6777.5     72.075      84       0.82

Test Loading (Metric) Invariance

Next, the loadings are tested for equality across waves. This is accomplished by first constraining the loadings to be equal across waves then freeing the factor variances at wave 2.

loading.model.wide <- "
## ================================================= ##
## Wave 1

# Factor Loadings
# NOTE: you need to enter the first item of each factor twice in order to set the label (X.lambda.1) so that lavaan estimates the loading instead of fixing it to 1
C1 =~ NA*CG1_1 + C.lambda.1*CG1_1 + C.lambda.2*CG2_1 + C.lambda.3*CG3_1 + C.lambda.4*CI1_1 + C.lambda.5*CI2_1 + C.lambda.6*CI3_1
S1 =~ NA*SS1_1 + S.lambda.1*SS1_1 + S.lambda.2*SS2_1 + S.lambda.3*SS3_1 + S.lambda.4*SO1_1 + S.lambda.5*SO2_1 + S.lambda.6*SO3_1
D1 =~ NA*DM1_1 + D.lambda.1*DM1_1 + D.lambda.2*DM2_1 + D.lambda.3*DM3_1 + D.lambda.4*DP1_1 + D.lambda.5*DP2_1 + D.lambda.6*DP3_1 + D.lambda.7*DG1_1 + D.lambda.8*DG2_1 + D.lambda.9*DG3_1

# Factor covariances
C1 ~~ S1 + D1
S1 ~~ D1 

# Factor variances
C1 ~~ 1*C1
S1 ~~ 1*S1
D1 ~~ 1*D1

# Factor means/intercepts
C1 ~ 0*1
S1 ~ 0*1
D1 ~ 0*1

# Thresholds
CG1_1 | CG1.thr1*t1 + CG1.thr2*t2 + CG1.thr3*t3 + CG1.thr4*t4 + CG1.thr5*t5 + CG1.thr6*t6
CG2_1 | CG2.thr1*t1 + CG2.thr2*t2 + CG2.thr3*t3 + CG2.thr4*t4 + CG2.thr5*t5 + CG2.thr6*t6
CG3_1 | CG3.thr1*t1 + CG3.thr2*t2 + CG3.thr3*t3 + CG3.thr4*t4 + CG3.thr5*t5 + CG3.thr6*t6

CI1_1 | CI1.thr1*t1 + CI1.thr2*t2 + CI1.thr3*t3 + CI1.thr4*t4 + CI1.thr5*t5 + CI1.thr6*t6
CI2_1 | CI2.thr1*t1 + CI2.thr2*t2 + CI2.thr3*t3 + CI2.thr4*t4 + CI2.thr5*t5 + CI2.thr6*t6
CI3_1 | CI3.thr1*t1 + CI3.thr2*t2 + CI3.thr3*t3 + CI3.thr4*t4 + CI3.thr5*t5 + CI3.thr6*t6

SS1_1 | SS1.thr1*t1 + SS1.thr2*t2 + SS1.thr3*t3 + SS1.thr4*t4 + SS1.thr5*t5 + SS1.thr6*t6
SS2_1 | SS2.thr1*t1 + SS2.thr2*t2 + SS2.thr3*t3 + SS2.thr4*t4 + SS2.thr5*t5 + SS2.thr6*t6
SS3_1 | SS3.thr1*t1 + SS3.thr2*t2 + SS3.thr3*t3 + SS3.thr4*t4 + SS3.thr5*t5 + SS3.thr6*t6

SO1_1 | SO1.thr1*t1 + SO1.thr2*t2 + SO1.thr3*t3 + SO1.thr4*t4 + SO1.thr5*t5 + SO1.thr6*t6
SO2_1 | SO2.thr1*t1 + SO2.thr2*t2 + SO2.thr3*t3 + SO2.thr4*t4 + SO2.thr5*t5 + SO2.thr6*t6
SO3_1 | SO3.thr1*t1 + SO3.thr2*t2 + SO3.thr3*t3 + SO3.thr4*t4 + SO3.thr5*t5 + SO3.thr6*t6

DM1_1 | DM1.thr1*t1 + DM1.thr2*t2 + DM1.thr3*t3 + DM1.thr4*t4 + DM1.thr5*t5 + DM1.thr6*t6
DM2_1 | DM2.thr1*t1 + DM2.thr2*t2 + DM2.thr3*t3 + DM2.thr4*t4 + DM2.thr5*t5 + DM2.thr6*t6
DM3_1 | DM3.thr1*t1 + DM3.thr2*t2 + DM3.thr3*t3 + DM3.thr4*t4 + DM3.thr5*t5 + DM3.thr6*t6

DP1_1 | DP1.thr1*t1 + DP1.thr2*t2 + DP1.thr3*t3 + DP1.thr4*t4 + DP1.thr5*t5 + DP1.thr6*t6
DP2_1 | DP2.thr1*t1 + DP2.thr2*t2 + DP2.thr3*t3 + DP2.thr4*t4 + DP2.thr5*t5 + DP2.thr6*t6
DP3_1 | DP3.thr1*t1 + DP3.thr2*t2 + DP3.thr3*t3 + DP3.thr4*t4 + DP3.thr5*t5 + DP3.thr6*t6

DG1_1 | DG1.thr1*t1 + DG1.thr2*t2 + DG1.thr3*t3 + DG1.thr4*t4 + DG1.thr5*t5 + DG1.thr6*t6
DG2_1 | DG2.thr1*t1 + DG2.thr2*t2 + DG2.thr3*t3 + DG2.thr4*t4 + DG2.thr5*t5 + DG2.thr6*t6
DG3_1 | DG3.thr1*t1 + DG3.thr2*t2 + DG3.thr3*t3 + DG3.thr4*t4 + DG3.thr5*t5 + DG3.thr6*t6

# latent response intercepts - fixed to 0
CG1_1 ~  0*1
CG2_1 ~  0*1
CG3_1 ~  0*1
CI1_1 ~  0*1
CI2_1 ~  0*1
CI3_1 ~  0*1
SS1_1 ~  0*1
SS2_1 ~  0*1
SS3_1 ~  0*1
SO1_1 ~  0*1
SO2_1 ~  0*1
SO3_1 ~  0*1
DM1_1 ~  0*1
DM2_1 ~  0*1
DM3_1 ~  0*1
DP1_1 ~  0*1
DP2_1 ~  0*1
DP3_1 ~  0*1
DG1_1 ~  0*1
DG2_1 ~  0*1
DG3_1 ~  0*1

# latent response scales - fixed to 1
CG1_1 ~*~ 1*CG1_1
CG2_1 ~*~ 1*CG2_1
CG3_1 ~*~ 1*CG3_1
CI1_1 ~*~ 1*CI1_1
CI2_1 ~*~ 1*CI2_1
CI3_1 ~*~ 1*CI3_1
SS1_1 ~*~ 1*SS1_1
SS2_1 ~*~ 1*SS2_1
SS3_1 ~*~ 1*SS3_1
SO1_1 ~*~ 1*SO1_1
SO2_1 ~*~ 1*SO2_1
SO3_1 ~*~ 1*SO3_1
DM1_1 ~*~ 1*DM1_1
DM2_1 ~*~ 1*DM2_1
DM3_1 ~*~ 1*DM3_1
DP1_1 ~*~ 1*DP1_1
DP2_1 ~*~ 1*DP2_1
DP3_1 ~*~ 1*DP3_1
DG1_1 ~*~ 1*DG1_1
DG2_1 ~*~ 1*DG2_1
DG3_1 ~*~ 1*DG3_1

## ================================================= ##
##  Wave 2

# Factor Loadings
# NOTE: you need to enter the first item of each factor twice in order to set the label (X.lambda.1) so that lavaan estimates the loading instead of fixing it to 1
C2 =~ NA*CG1_2 + C.lambda.1*CG1_2 + C.lambda.2*CG2_2 + C.lambda.3*CG3_2 + C.lambda.4*CI1_2 + C.lambda.5*CI2_2 + C.lambda.6*CI3_2
S2 =~ NA*SS1_2 + S.lambda.1*SS1_2 + S.lambda.2*SS2_2 + S.lambda.3*SS3_2 + S.lambda.4*SO1_2 + S.lambda.5*SO2_2 + S.lambda.6*SO3_2
D2 =~ NA*DM1_2 + D.lambda.1*DM1_2 + D.lambda.2*DM2_2 + D.lambda.3*DM3_2 + D.lambda.4*DP1_2 + D.lambda.5*DP2_2 + D.lambda.6*DP3_2 + D.lambda.7*DG1_2 + D.lambda.8*DG2_2 + D.lambda.9*DG3_2

# Factor covariances
C2 ~~ S2 + D2
S2 ~~ D2

# Factor Variances - freely estimate
C2 ~~ NA*C2
S2 ~~ NA*S2
D2 ~~ NA*D2

# Factor means/intercepts
C2 ~ 0*1
S2 ~ 0*1
D2 ~ 0*1

# Thresholds
CG1_2 | CG1.thr1*t1 + CG1.thr2*t2 + CG1.thr3*t3 + CG1.thr4*t4 + CG1.thr5*t5 + CG1.thr6*t6
CG2_2 | CG2.thr1*t1 + CG2.thr2*t2 + CG2.thr3*t3 + CG2.thr4*t4 + CG2.thr5*t5 + CG2.thr6*t6
CG3_2 | CG3.thr1*t1 + CG3.thr2*t2 + CG3.thr3*t3 + CG3.thr4*t4 + CG3.thr5*t5 + CG3.thr6*t6

CI1_2 | CI1.thr1*t1 + CI1.thr2*t2 + CI1.thr3*t3 + CI1.thr4*t4 + CI1.thr5*t5 + CI1.thr6*t6
CI2_2 | CI2.thr1*t1 + CI2.thr2*t2 + CI2.thr3*t3 + CI2.thr4*t4 + CI2.thr5*t5 + CI2.thr6*t6
CI3_2 | CI3.thr1*t1 + CI3.thr2*t2 + CI3.thr3*t3 + CI3.thr4*t4 + CI3.thr5*t5 + CI3.thr6*t6

SS1_2 | SS1.thr1*t1 + SS1.thr2*t2 + SS1.thr3*t3 + SS1.thr4*t4 + SS1.thr5*t5 + SS1.thr6*t6
SS2_2 | SS2.thr1*t1 + SS2.thr2*t2 + SS2.thr3*t3 + SS2.thr4*t4 + SS2.thr5*t5 + SS2.thr6*t6
SS3_2 | SS3.thr1*t1 + SS3.thr2*t2 + SS3.thr3*t3 + SS3.thr4*t4 + SS3.thr5*t5 + SS3.thr6*t6

SO1_2 | SO1.thr1*t1 + SO1.thr2*t2 + SO1.thr3*t3 + SO1.thr4*t4 + SO1.thr5*t5 + SO1.thr6*t6
SO2_2 | SO2.thr1*t1 + SO2.thr2*t2 + SO2.thr3*t3 + SO2.thr4*t4 + SO2.thr5*t5 + SO2.thr6*t6
SO3_2 | SO3.thr1*t1 + SO3.thr2*t2 + SO3.thr3*t3 + SO3.thr4*t4 + SO3.thr5*t5 + SO3.thr6*t6

DM1_2 | DM1.thr1*t1 + DM1.thr2*t2 + DM1.thr3*t3 + DM1.thr4*t4 + DM1.thr5*t5 + DM1.thr6*t6
DM2_2 | DM2.thr1*t1 + DM2.thr2*t2 + DM2.thr3*t3 + DM2.thr4*t4 + DM2.thr5*t5 + DM2.thr6*t6
DM3_2 | DM3.thr1*t1 + DM3.thr2*t2 + DM3.thr3*t3 + DM3.thr4*t4 + DM3.thr5*t5 + DM3.thr6*t6

DP1_2 | DP1.thr1*t1 + DP1.thr2*t2 + DP1.thr3*t3 + DP1.thr4*t4 + DP1.thr5*t5 + DP1.thr6*t6
DP2_2 | DP2.thr1*t1 + DP2.thr2*t2 + DP2.thr3*t3 + DP2.thr4*t4 + DP2.thr5*t5 + DP2.thr6*t6
DP3_2 | DP3.thr1*t1 + DP3.thr2*t2 + DP3.thr3*t3 + DP3.thr4*t4 + DP3.thr5*t5 + DP3.thr6*t6

DG1_2 | DG1.thr1*t1 + DG1.thr2*t2 + DG1.thr3*t3 + DG1.thr4*t4 + DG1.thr5*t5 + DG1.thr6*t6
DG2_2 | DG2.thr1*t1 + DG2.thr2*t2 + DG2.thr3*t3 + DG2.thr4*t4 + DG2.thr5*t5 + DG2.thr6*t6
DG3_2 | DG3.thr1*t1 + DG3.thr2*t2 + DG3.thr3*t3 + DG3.thr4*t4 + DG3.thr5*t5 + DG3.thr6*t6

# latent response intercepts - free - relative to wave 1
CG1_2 ~  NA*1
CG2_2 ~  NA*1
CG3_2 ~  NA*1
CI1_2 ~  NA*1
CI2_2 ~  NA*1
CI3_2 ~  NA*1
SS1_2 ~  NA*1
SS2_2 ~  NA*1
SS3_2 ~  NA*1
SO1_2 ~  NA*1
SO2_2 ~  NA*1
SO3_2 ~  NA*1
DM1_2 ~  NA*1
DM2_2 ~  NA*1
DM3_2 ~  NA*1
DP1_2 ~  NA*1
DP2_2 ~  NA*1
DP3_2 ~  NA*1
DG1_2 ~  NA*1
DG2_2 ~  NA*1
DG3_2 ~  NA*1

# latent response scales - free - relative to wave 1
CG1_2 ~*~ NA*CG1_2
CG2_2 ~*~ NA*CG2_2
CG3_2 ~*~ NA*CG3_2
CI1_2 ~*~ NA*CI1_2
CI2_2 ~*~ NA*CI2_2
CI3_2 ~*~ NA*CI3_2
SS1_2 ~*~ NA*SS1_2
SS2_2 ~*~ NA*SS2_2
SS3_2 ~*~ NA*SS3_2
SO1_2 ~*~ NA*SO1_2
SO2_2 ~*~ NA*SO2_2
SO3_2 ~*~ NA*SO3_2
DM1_2 ~*~ NA*DM1_2
DM2_2 ~*~ NA*DM2_2
DM3_2 ~*~ NA*DM3_2
DP1_2 ~*~ NA*DP1_2
DP2_2 ~*~ NA*DP2_2
DP3_2 ~*~ NA*DP3_2
DG1_2 ~*~ NA*DG1_2
DG2_2 ~*~ NA*DG2_2
DG3_2 ~*~ NA*DG3_2

## ================================================= ##
# cross wave factor covariances 
C1 ~~ C2 + S2 + D2
S1 ~~ C2 + S2 + D2
D1 ~~ C2 + S2 + D2
# cross wave item residual covariances
CG1_1 ~~ CG1_2 
CG2_1 ~~ CG2_2 
CG3_1 ~~ CG3_2 
CI1_1 ~~ CI1_2
CI2_1 ~~ CI2_2 
CI3_1 ~~ CI3_2
SS1_1 ~~ SS1_2
SS2_1 ~~ SS2_2 
SS3_1 ~~ SS3_2
SO1_1 ~~ SO1_2 
SO2_1 ~~ SO2_2 
SO3_1 ~~ SO3_2 
DM1_1 ~~ DM1_2 
DM2_1 ~~ DM2_2 
DM3_1 ~~ DM3_2 
DP1_1 ~~ DP1_2 
DP2_1 ~~ DP2_2 
DP3_1 ~~ DP3_2 
DG1_1 ~~ DG1_2 
DG2_1 ~~ DG2_2 
DG3_1 ~~ DG3_2
"

# fit model
fit.loading.wide <- cfa(model = loading.model.wide, data = analysis.dat.wide, ordered = T)
summary(fit.loading.wide, standardized = T, fit.measures = T)
lavaan 0.6-12 ended normally after 133 iterations

  Estimator                                       DWLS
  Optimization method                           NLMINB
  Number of model parameters                       375
  Number of equality constraints                   147

  Number of observations                          1235

Model Test User Model:
                                              Standard      Robust
  Test Statistic                              8318.057    8590.830
  Degrees of freedom                               885         885
  P-value (Chi-square)                           0.000       0.000
  Scaling correction factor                                  1.026
  Shift parameter                                          483.730
    simple second-order correction                                

Model Test Baseline Model:

  Test statistic                            611392.010   90588.712
  Degrees of freedom                               861         861
  P-value                                        0.000       0.000
  Scaling correction factor                                  6.804

User Model versus Baseline Model:

  Comparative Fit Index (CFI)                    0.988       0.914
  Tucker-Lewis Index (TLI)                       0.988       0.916
                                                                  
  Robust Comparative Fit Index (CFI)                            NA
  Robust Tucker-Lewis Index (TLI)                               NA

Root Mean Square Error of Approximation:

  RMSEA                                          0.083       0.084
  90 Percent confidence interval - lower         0.081       0.082
  90 Percent confidence interval - upper         0.084       0.086
  P-value RMSEA <= 0.05                          0.000       0.000
                                                                  
  Robust RMSEA                                                  NA
  90 Percent confidence interval - lower                        NA
  90 Percent confidence interval - upper                        NA

Standardized Root Mean Square Residual:

  SRMR                                           0.056       0.056

Parameter Estimates:

  Standard errors                           Robust.sem
  Information                                 Expected
  Information saturated (h1) model        Unstructured

Latent Variables:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C1 =~                                                                 
    CG1_1   (C..1)    0.848    0.009   92.375    0.000    0.848    0.848
    CG2_1   (C..2)    0.845    0.009   95.566    0.000    0.845    0.845
    CG3_1   (C..3)    0.786    0.012   65.926    0.000    0.786    0.786
    CI1_1   (C..4)    0.906    0.009   99.491    0.000    0.906    0.906
    CI2_1   (C..5)    0.648    0.018   35.727    0.000    0.648    0.648
    CI3_1   (C..6)    0.765    0.015   51.351    0.000    0.765    0.765
  S1 =~                                                                 
    SS1_1   (S..1)    0.803    0.012   66.874    0.000    0.803    0.803
    SS2_1   (S..2)    0.684    0.016   42.906    0.000    0.684    0.684
    SS3_1   (S..3)    0.887    0.010   92.204    0.000    0.887    0.887
    SO1_1   (S..4)    0.648    0.018   36.670    0.000    0.648    0.648
    SO2_1   (S..5)    0.739    0.014   51.948    0.000    0.739    0.739
    SO3_1   (S..6)    0.707    0.015   45.818    0.000    0.707    0.707
  D1 =~                                                                 
    DM1_1   (D..1)    0.765    0.014   56.560    0.000    0.765    0.765
    DM2_1   (D..2)    0.830    0.009   87.772    0.000    0.830    0.830
    DM3_1   (D..3)    0.876    0.007  122.396    0.000    0.876    0.876
    DP1_1   (D..4)    0.906    0.007  133.966    0.000    0.906    0.906
    DP2_1   (D..5)    0.855    0.010   88.930    0.000    0.855    0.855
    DP3_1   (D..6)    0.707    0.014   48.882    0.000    0.707    0.707
    DG1_1   (D..7)    0.757    0.013   58.788    0.000    0.757    0.757
    DG2_1   (D..8)    0.695    0.015   46.084    0.000    0.695    0.695
    DG3_1   (D..9)    0.665    0.016   42.786    0.000    0.665    0.665
  C2 =~                                                                 
    CG1_2   (C..1)    0.848    0.009   92.375    0.000    0.897    0.891
    CG2_2   (C..2)    0.845    0.009   95.566    0.000    0.893    0.895
    CG3_2   (C..3)    0.786    0.012   65.926    0.000    0.831    0.804
    CI1_2   (C..4)    0.906    0.009   99.491    0.000    0.958    0.929
    CI2_2   (C..5)    0.648    0.018   35.727    0.000    0.685    0.698
    CI3_2   (C..6)    0.765    0.015   51.351    0.000    0.809    0.782
  S2 =~                                                                 
    SS1_2   (S..1)    0.803    0.012   66.874    0.000    0.835    0.807
    SS2_2   (S..2)    0.684    0.016   42.906    0.000    0.711    0.729
    SS3_2   (S..3)    0.887    0.010   92.204    0.000    0.922    0.901
    SO1_2   (S..4)    0.648    0.018   36.670    0.000    0.674    0.657
    SO2_2   (S..5)    0.739    0.014   51.948    0.000    0.768    0.752
    SO3_2   (S..6)    0.707    0.015   45.818    0.000    0.735    0.752
  D2 =~                                                                 
    DM1_2   (D..1)    0.765    0.014   56.560    0.000    0.819    0.823
    DM2_2   (D..2)    0.830    0.009   87.772    0.000    0.888    0.867
    DM3_2   (D..3)    0.876    0.007  122.396    0.000    0.939    0.903
    DP1_2   (D..4)    0.906    0.007  133.966    0.000    0.971    0.906
    DP2_2   (D..5)    0.855    0.010   88.930    0.000    0.915    0.880
    DP3_2   (D..6)    0.707    0.014   48.882    0.000    0.757    0.757
    DG1_2   (D..7)    0.757    0.013   58.788    0.000    0.811    0.795
    DG2_2   (D..8)    0.695    0.015   46.084    0.000    0.744    0.722
    DG3_2   (D..9)    0.665    0.016   42.786    0.000    0.712    0.712

Covariances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C1 ~~                                                                 
    S1                0.746    0.013   58.310    0.000    0.746    0.746
    D1                0.704    0.013   52.735    0.000    0.704    0.704
  S1 ~~                                                                 
    D1                0.785    0.012   65.032    0.000    0.785    0.785
  C2 ~~                                                                 
    S2                0.833    0.040   21.000    0.000    0.758    0.758
    D2                0.857    0.040   21.593    0.000    0.757    0.757
  S2 ~~                                                                 
    D2                0.921    0.043   21.542    0.000    0.827    0.827
  C1 ~~                                                                 
    C2                0.703    0.023   30.028    0.000    0.665    0.665
    S2                0.588    0.025   23.340    0.000    0.565    0.565
    D2                0.590    0.025   23.817    0.000    0.551    0.551
  S1 ~~                                                                 
    C2                0.578    0.025   23.120    0.000    0.547    0.547
    S2                0.738    0.025   29.255    0.000    0.711    0.711
    D2                0.629    0.025   24.835    0.000    0.587    0.587
  D1 ~~                                                                 
    C2                0.574    0.025   23.429    0.000    0.543    0.543
    S2                0.646    0.025   26.283    0.000    0.622    0.622
    D2                0.714    0.024   30.233    0.000    0.667    0.667
 .CG1_1 ~~                                                              
   .CG1_2             0.088    0.010    8.484    0.000    0.088    0.364
 .CG2_1 ~~                                                              
   .CG2_2             0.053    0.011    4.987    0.000    0.053    0.224
 .CG3_1 ~~                                                              
   .CG3_2             0.111    0.012    9.161    0.000    0.111    0.292
 .CI1_1 ~~                                                              
   .CI1_2             0.047    0.010    4.598    0.000    0.047    0.288
 .CI2_1 ~~                                                              
   .CI2_2             0.169    0.016   10.264    0.000    0.169    0.315
 .CI3_1 ~~                                                              
   .CI3_2             0.155    0.015   10.172    0.000    0.155    0.374
 .SS1_1 ~~                                                              
   .SS1_2             0.142    0.014   10.273    0.000    0.142    0.391
 .SS2_1 ~~                                                              
   .SS2_2             0.215    0.016   13.195    0.000    0.215    0.441
 .SS3_1 ~~                                                              
   .SS3_2             0.016    0.011    1.497    0.134    0.016    0.080
 .SO1_1 ~~                                                              
   .SO1_2             0.195    0.018   10.537    0.000    0.195    0.330
 .SO2_1 ~~                                                              
   .SO2_2             0.203    0.015   13.526    0.000    0.203    0.448
 .SO3_1 ~~                                                              
   .SO3_2             0.204    0.017   12.180    0.000    0.204    0.447
 .DM1_1 ~~                                                              
   .DM1_2             0.143    0.014   10.038    0.000    0.143    0.394
 .DM2_1 ~~                                                              
   .DM2_2             0.085    0.013    6.308    0.000    0.085    0.298
 .DM3_1 ~~                                                              
   .DM3_2             0.032    0.012    2.594    0.009    0.032    0.147
 .DP1_1 ~~                                                              
   .DP1_2             0.016    0.011    1.543    0.123    0.016    0.086
 .DP2_1 ~~                                                              
   .DP2_2             0.082    0.011    7.173    0.000    0.082    0.322
 .DP3_1 ~~                                                              
   .DP3_2             0.156    0.017    9.295    0.000    0.156    0.338
 .DG1_1 ~~                                                              
   .DG1_2             0.174    0.016   11.028    0.000    0.174    0.431
 .DG2_1 ~~                                                              
   .DG2_2             0.198    0.018   10.995    0.000    0.198    0.386
 .DG3_1 ~~                                                              
   .DG3_2             0.197    0.020    9.987    0.000    0.197    0.375

Intercepts:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    C1                0.000                               0.000    0.000
    S1                0.000                               0.000    0.000
    D1                0.000                               0.000    0.000
   .CG1_1             0.000                               0.000    0.000
   .CG2_1             0.000                               0.000    0.000
   .CG3_1             0.000                               0.000    0.000
   .CI1_1             0.000                               0.000    0.000
   .CI2_1             0.000                               0.000    0.000
   .CI3_1             0.000                               0.000    0.000
   .SS1_1             0.000                               0.000    0.000
   .SS2_1             0.000                               0.000    0.000
   .SS3_1             0.000                               0.000    0.000
   .SO1_1             0.000                               0.000    0.000
   .SO2_1             0.000                               0.000    0.000
   .SO3_1             0.000                               0.000    0.000
   .DM1_1             0.000                               0.000    0.000
   .DM2_1             0.000                               0.000    0.000
   .DM3_1             0.000                               0.000    0.000
   .DP1_1             0.000                               0.000    0.000
   .DP2_1             0.000                               0.000    0.000
   .DP3_1             0.000                               0.000    0.000
   .DG1_1             0.000                               0.000    0.000
   .DG2_1             0.000                               0.000    0.000
   .DG3_1             0.000                               0.000    0.000
    C2                0.000                               0.000    0.000
    S2                0.000                               0.000    0.000
    D2                0.000                               0.000    0.000
   .CG1_2            -0.071    0.028   -2.571    0.010   -0.071   -0.070
   .CG2_2            -0.102    0.028   -3.611    0.000   -0.102   -0.102
   .CG3_2            -0.090    0.030   -2.966    0.003   -0.090   -0.087
   .CI1_2            -0.063    0.027   -2.310    0.021   -0.063   -0.061
   .CI2_2            -0.037    0.033   -1.131    0.258   -0.037   -0.038
   .CI3_2            -0.059    0.030   -1.981    0.048   -0.059   -0.057
   .SS1_2            -0.135    0.028   -4.860    0.000   -0.135   -0.130
   .SS2_2            -0.100    0.028   -3.519    0.000   -0.100   -0.103
   .SS3_2            -0.109    0.028   -3.921    0.000   -0.109   -0.107
   .SO1_2            -0.027    0.031   -0.847    0.397   -0.027   -0.026
   .SO2_2            -0.044    0.027   -1.604    0.109   -0.044   -0.043
   .SO3_2            -0.055    0.027   -2.042    0.041   -0.055   -0.057
   .DM1_2            -0.110    0.028   -3.920    0.000   -0.110   -0.110
   .DM2_2            -0.121    0.029   -4.193    0.000   -0.121   -0.118
   .DM3_2            -0.120    0.029   -4.103    0.000   -0.120   -0.116
   .DP1_2            -0.107    0.030   -3.532    0.000   -0.107   -0.100
   .DP2_2            -0.108    0.028   -3.827    0.000   -0.108   -0.104
   .DP3_2            -0.094    0.032   -2.915    0.004   -0.094   -0.094
   .DG1_2            -0.038    0.029   -1.318    0.187   -0.038   -0.037
   .DG2_2            -0.103    0.033   -3.143    0.002   -0.103   -0.100
   .DG3_2            -0.035    0.031   -1.117    0.264   -0.035   -0.035

Thresholds:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1_1| (CG1.1)   -1.359    0.046  -29.815    0.000   -1.359   -1.359
    CG1_1| (CG1.2)   -0.571    0.035  -16.187    0.000   -0.571   -0.571
    CG1_1| (CG1.3)   -0.242    0.034   -7.165    0.000   -0.242   -0.242
    CG1_1| (CG1.4)    0.348    0.034   10.210    0.000    0.348    0.348
    CG1_1| (CG1.5)    1.022    0.041   24.999    0.000    1.022    1.022
    CG1_1| (CG1.6)    1.770    0.060   29.255    0.000    1.770    1.770
    CG2_1| (CG2.1)   -1.431    0.047  -30.771    0.000   -1.431   -1.431
    CG2_1| (CG2.2)   -0.628    0.036  -17.663    0.000   -0.628   -0.628
    CG2_1| (CG2.3)   -0.266    0.034   -7.880    0.000   -0.266   -0.266
    CG2_1| (CG2.4)    0.344    0.034   10.249    0.000    0.344    0.344
    CG2_1| (CG2.5)    1.045    0.040   26.046    0.000    1.045    1.045
    CG2_1| (CG2.6)    1.774    0.060   29.481    0.000    1.774    1.774
    CG3_1| (CG3.1)   -1.884    0.060  -31.451    0.000   -1.884   -1.884
    CG3_1| (CG3.2)   -1.114    0.040  -27.748    0.000   -1.114   -1.114
    CG3_1| (CG3.3)   -0.731    0.036  -20.231    0.000   -0.731   -0.731
    CG3_1| (CG3.4)   -0.157    0.033   -4.749    0.000   -0.157   -0.157
    CG3_1| (CG3.5)    0.691    0.037   18.591    0.000    0.691    0.691
    CG3_1| (CG3.6)    1.592    0.055   28.996    0.000    1.592    1.592
    CI1_1| (CI1.1)   -1.533    0.050  -30.831    0.000   -1.533   -1.533
    CI1_1| (CI1.2)   -0.824    0.037  -22.077    0.000   -0.824   -0.824
    CI1_1| (CI1.3)   -0.392    0.034  -11.474    0.000   -0.392   -0.392
    CI1_1| (CI1.4)    0.150    0.034    4.451    0.000    0.150    0.150
    CI1_1| (CI1.5)    0.826    0.037   22.289    0.000    0.826    0.826
    CI1_1| (CI1.6)    1.695    0.056   30.504    0.000    1.695    1.695
    CI2_1| (CI2.1)   -2.125    0.072  -29.323    0.000   -2.125   -2.125
    CI2_1| (CI2.2)   -1.505    0.047  -31.702    0.000   -1.505   -1.505
    CI2_1| (CI2.3)   -1.032    0.039  -26.370    0.000   -1.032   -1.032
    CI2_1| (CI2.4)   -0.520    0.034  -15.208    0.000   -0.520   -0.520
    CI2_1| (CI2.5)    0.433    0.036   12.185    0.000    0.433    0.433
    CI2_1| (CI2.6)    1.591    0.052   30.495    0.000    1.591    1.591
    CI3_1| (CI3.1)   -1.971    0.065  -30.423    0.000   -1.971   -1.971
    CI3_1| (CI3.2)   -1.238    0.043  -28.571    0.000   -1.238   -1.238
    CI3_1| (CI3.3)   -0.804    0.037  -21.982    0.000   -0.804   -0.804
    CI3_1| (CI3.4)   -0.212    0.033   -6.365    0.000   -0.212   -0.212
    CI3_1| (CI3.5)    0.550    0.035   15.534    0.000    0.550    0.550
    CI3_1| (CI3.6)    1.410    0.048   29.276    0.000    1.410    1.410
    SS1_1| (SS1.1)   -1.826    0.057  -32.200    0.000   -1.826   -1.826
    SS1_1| (SS1.2)   -1.089    0.041  -26.745    0.000   -1.089   -1.089
    SS1_1| (SS1.3)   -0.553    0.035  -15.795    0.000   -0.553   -0.553
    SS1_1| (SS1.4)    0.005    0.033    0.161    0.872    0.005    0.005
    SS1_1| (SS1.5)    0.735    0.037   19.932    0.000    0.735    0.735
    SS1_1| (SS1.6)    1.622    0.054   30.082    0.000    1.622    1.622
    SS2_1| (SS2.1)   -1.891    0.060  -31.568    0.000   -1.891   -1.891
    SS2_1| (SS2.2)   -1.401    0.046  -30.602    0.000   -1.401   -1.401
    SS2_1| (SS2.3)   -0.916    0.038  -24.103    0.000   -0.916   -0.916
    SS2_1| (SS2.4)   -0.325    0.034   -9.532    0.000   -0.325   -0.325
    SS2_1| (SS2.5)    0.279    0.034    8.124    0.000    0.279    0.279
    SS2_1| (SS2.6)    1.169    0.043   26.876    0.000    1.169    1.169
    SS3_1| (SS3.1)   -1.742    0.054  -32.258    0.000   -1.742   -1.742
    SS3_1| (SS3.2)   -0.913    0.038  -23.869    0.000   -0.913   -0.913
    SS3_1| (SS3.3)   -0.397    0.034  -11.711    0.000   -0.397   -0.397
    SS3_1| (SS3.4)    0.191    0.034    5.663    0.000    0.191    0.191
    SS3_1| (SS3.5)    0.841    0.038   22.172    0.000    0.841    0.841
    SS3_1| (SS3.6)    1.596    0.053   30.085    0.000    1.596    1.596
    SO1_1| (SO1.1)   -2.094    0.070  -29.995    0.000   -2.094   -2.094
    SO1_1| (SO1.2)   -1.378    0.047  -29.604    0.000   -1.378   -1.378
    SO1_1| (SO1.3)   -0.909    0.039  -23.555    0.000   -0.909   -0.909
    SO1_1| (SO1.4)   -0.211    0.033   -6.379    0.000   -0.211   -0.211
    SO1_1| (SO1.5)    0.533    0.036   14.937    0.000    0.533    0.533
    SO1_1| (SO1.6)    1.635    0.054   30.420    0.000    1.635    1.635
    SO2_1| (SO2.1)   -1.584    0.050  -31.573    0.000   -1.584   -1.584
    SO2_1| (SO2.2)   -0.871    0.038  -22.728    0.000   -0.871   -0.871
    SO2_1| (SO2.3)   -0.300    0.033   -8.965    0.000   -0.300   -0.300
    SO2_1| (SO2.4)    0.222    0.033    6.622    0.000    0.222    0.222
    SO2_1| (SO2.5)    0.985    0.040   24.799    0.000    0.985    0.985
    SO2_1| (SO2.6)    1.891    0.064   29.400    0.000    1.891    1.891
    SO3_1| (SO3.1)   -1.511    0.050  -30.420    0.000   -1.511   -1.511
    SO3_1| (SO3.2)   -0.762    0.037  -20.511    0.000   -0.762   -0.762
    SO3_1| (SO3.3)   -0.269    0.033   -8.127    0.000   -0.269   -0.269
    SO3_1| (SO3.4)    0.374    0.034   11.065    0.000    0.374    0.374
    SO3_1| (SO3.5)    1.095    0.041   26.682    0.000    1.095    1.095
    SO3_1| (SO3.6)    2.055    0.074   27.889    0.000    2.055    2.055
    DM1_1| (DM1.1)   -1.434    0.047  -30.560    0.000   -1.434   -1.434
    DM1_1| (DM1.2)   -0.722    0.037  -19.417    0.000   -0.722   -0.722
    DM1_1| (DM1.3)   -0.335    0.034   -9.934    0.000   -0.335   -0.335
    DM1_1| (DM1.4)    0.461    0.034   13.374    0.000    0.461    0.461
    DM1_1| (DM1.5)    1.144    0.042   27.424    0.000    1.144    1.144
    DM1_1| (DM1.6)    1.840    0.062   29.460    0.000    1.840    1.840
    DM2_1| (DM2.1)   -1.480    0.047  -31.374    0.000   -1.480   -1.480
    DM2_1| (DM2.2)   -0.766    0.037  -20.918    0.000   -0.766   -0.766
    DM2_1| (DM2.3)   -0.344    0.034  -10.164    0.000   -0.344   -0.344
    DM2_1| (DM2.4)    0.119    0.033    3.659    0.000    0.119    0.119
    DM2_1| (DM2.5)    0.802    0.038   21.194    0.000    0.802    0.802
    DM2_1| (DM2.6)    1.547    0.050   31.084    0.000    1.547    1.547
    DM3_1| (DM3.1)   -1.637    0.052  -31.638    0.000   -1.637   -1.637
    DM3_1| (DM3.2)   -0.896    0.038  -23.487    0.000   -0.896   -0.896
    DM3_1| (DM3.3)   -0.501    0.034  -14.565    0.000   -0.501   -0.501
    DM3_1| (DM3.4)   -0.069    0.033   -2.077    0.038   -0.069   -0.069
    DM3_1| (DM3.5)    0.672    0.036   18.702    0.000    0.672    0.672
    DM3_1| (DM3.6)    1.516    0.050   30.386    0.000    1.516    1.516
    DP1_1| (DP1.1)   -1.852    0.059  -31.400    0.000   -1.852   -1.852
    DP1_1| (DP1.2)   -1.210    0.042  -28.604    0.000   -1.210   -1.210
    DP1_1| (DP1.3)   -0.812    0.037  -22.065    0.000   -0.812   -0.812
    DP1_1| (DP1.4)   -0.358    0.034  -10.660    0.000   -0.358   -0.358
    DP1_1| (DP1.5)    0.513    0.035   14.468    0.000    0.513    0.513
    DP1_1| (DP1.6)    1.479    0.050   29.857    0.000    1.479    1.479
    DP2_1| (DP2.1)   -1.652    0.053  -31.458    0.000   -1.652   -1.652
    DP2_1| (DP2.2)   -0.933    0.039  -24.176    0.000   -0.933   -0.933
    DP2_1| (DP2.3)   -0.481    0.035  -13.763    0.000   -0.481   -0.481
    DP2_1| (DP2.4)    0.022    0.034    0.640    0.522    0.022    0.022
    DP2_1| (DP2.5)    0.723    0.037   19.728    0.000    0.723    0.723
    DP2_1| (DP2.6)    1.634    0.054   30.397    0.000    1.634    1.634
    DP3_1| (DP3.1)   -2.131    0.066  -32.142    0.000   -2.131   -2.131
    DP3_1| (DP3.2)   -1.570    0.048  -32.973    0.000   -1.570   -1.570
    DP3_1| (DP3.3)   -1.176    0.040  -29.385    0.000   -1.176   -1.176
    DP3_1| (DP3.4)   -0.542    0.034  -15.756    0.000   -0.542   -0.542
    DP3_1| (DP3.5)    0.265    0.034    7.687    0.000    0.265    0.265
    DP3_1| (DP3.6)    1.313    0.047   27.897    0.000    1.313    1.313
    DG1_1| (DG1.1)   -1.913    0.061  -31.360    0.000   -1.913   -1.913
    DG1_1| (DG1.2)   -1.193    0.042  -28.729    0.000   -1.193   -1.193
    DG1_1| (DG1.3)   -0.672    0.035  -19.057    0.000   -0.672   -0.672
    DG1_1| (DG1.4)   -0.265    0.034   -7.832    0.000   -0.265   -0.265
    DG1_1| (DG1.5)    0.542    0.035   15.330    0.000    0.542    0.542
    DG1_1| (DG1.6)    1.396    0.046   30.516    0.000    1.396    1.396
    DG2_1| (DG2.1)   -2.277    0.081  -28.213    0.000   -2.277   -2.277
    DG2_1| (DG2.2)   -1.727    0.054  -31.873    0.000   -1.727   -1.727
    DG2_1| (DG2.3)   -1.338    0.044  -30.462    0.000   -1.338   -1.338
    DG2_1| (DG2.4)   -0.905    0.037  -24.568    0.000   -0.905   -0.905
    DG2_1| (DG2.5)   -0.105    0.034   -3.087    0.002   -0.105   -0.105
    DG2_1| (DG2.6)    0.910    0.040   22.796    0.000    0.910    0.910
    DG3_1| (DG3.1)   -2.061    0.066  -31.152    0.000   -2.061   -2.061
    DG3_1| (DG3.2)   -1.475    0.048  -30.784    0.000   -1.475   -1.475
    DG3_1| (DG3.3)   -1.010    0.039  -26.032    0.000   -1.010   -1.010
    DG3_1| (DG3.4)   -0.637    0.035  -18.200    0.000   -0.637   -0.637
    DG3_1| (DG3.5)    0.173    0.034    5.086    0.000    0.173    0.173
    DG3_1| (DG3.6)    1.053    0.041   25.483    0.000    1.053    1.053
    CG1_2| (CG1.1)   -1.359    0.046  -29.815    0.000   -1.359   -1.351
    CG1_2| (CG1.2)   -0.571    0.035  -16.187    0.000   -0.571   -0.568
    CG1_2| (CG1.3)   -0.242    0.034   -7.165    0.000   -0.242   -0.240
    CG1_2| (CG1.4)    0.348    0.034   10.210    0.000    0.348    0.346
    CG1_2| (CG1.5)    1.022    0.041   24.999    0.000    1.022    1.015
    CG1_2| (CG1.6)    1.770    0.060   29.255    0.000    1.770    1.758
    CG2_2| (CG2.1)   -1.431    0.047  -30.771    0.000   -1.431   -1.435
    CG2_2| (CG2.2)   -0.628    0.036  -17.663    0.000   -0.628   -0.629
    CG2_2| (CG2.3)   -0.266    0.034   -7.880    0.000   -0.266   -0.267
    CG2_2| (CG2.4)    0.344    0.034   10.249    0.000    0.344    0.345
    CG2_2| (CG2.5)    1.045    0.040   26.046    0.000    1.045    1.048
    CG2_2| (CG2.6)    1.774    0.060   29.481    0.000    1.774    1.778
    CG3_2| (CG3.1)   -1.884    0.060  -31.451    0.000   -1.884   -1.822
    CG3_2| (CG3.2)   -1.114    0.040  -27.748    0.000   -1.114   -1.077
    CG3_2| (CG3.3)   -0.731    0.036  -20.231    0.000   -0.731   -0.707
    CG3_2| (CG3.4)   -0.157    0.033   -4.749    0.000   -0.157   -0.152
    CG3_2| (CG3.5)    0.691    0.037   18.591    0.000    0.691    0.669
    CG3_2| (CG3.6)    1.592    0.055   28.996    0.000    1.592    1.539
    CI1_2| (CI1.1)   -1.533    0.050  -30.831    0.000   -1.533   -1.487
    CI1_2| (CI1.2)   -0.824    0.037  -22.077    0.000   -0.824   -0.800
    CI1_2| (CI1.3)   -0.392    0.034  -11.474    0.000   -0.392   -0.381
    CI1_2| (CI1.4)    0.150    0.034    4.451    0.000    0.150    0.146
    CI1_2| (CI1.5)    0.826    0.037   22.289    0.000    0.826    0.801
    CI1_2| (CI1.6)    1.695    0.056   30.504    0.000    1.695    1.644
    CI2_2| (CI2.1)   -2.125    0.072  -29.323    0.000   -2.125   -2.164
    CI2_2| (CI2.2)   -1.505    0.047  -31.702    0.000   -1.505   -1.532
    CI2_2| (CI2.3)   -1.032    0.039  -26.370    0.000   -1.032   -1.050
    CI2_2| (CI2.4)   -0.520    0.034  -15.208    0.000   -0.520   -0.530
    CI2_2| (CI2.5)    0.433    0.036   12.185    0.000    0.433    0.441
    CI2_2| (CI2.6)    1.591    0.052   30.495    0.000    1.591    1.620
    CI3_2| (CI3.1)   -1.971    0.065  -30.423    0.000   -1.971   -1.906
    CI3_2| (CI3.2)   -1.238    0.043  -28.571    0.000   -1.238   -1.197
    CI3_2| (CI3.3)   -0.804    0.037  -21.982    0.000   -0.804   -0.778
    CI3_2| (CI3.4)   -0.212    0.033   -6.365    0.000   -0.212   -0.205
    CI3_2| (CI3.5)    0.550    0.035   15.534    0.000    0.550    0.532
    CI3_2| (CI3.6)    1.410    0.048   29.276    0.000    1.410    1.364
    SS1_2| (SS1.1)   -1.826    0.057  -32.200    0.000   -1.826   -1.766
    SS1_2| (SS1.2)   -1.089    0.041  -26.745    0.000   -1.089   -1.053
    SS1_2| (SS1.3)   -0.553    0.035  -15.795    0.000   -0.553   -0.535
    SS1_2| (SS1.4)    0.005    0.033    0.161    0.872    0.005    0.005
    SS1_2| (SS1.5)    0.735    0.037   19.932    0.000    0.735    0.710
    SS1_2| (SS1.6)    1.622    0.054   30.082    0.000    1.622    1.568
    SS2_2| (SS2.1)   -1.891    0.060  -31.568    0.000   -1.891   -1.939
    SS2_2| (SS2.2)   -1.401    0.046  -30.602    0.000   -1.401   -1.436
    SS2_2| (SS2.3)   -0.916    0.038  -24.103    0.000   -0.916   -0.939
    SS2_2| (SS2.4)   -0.325    0.034   -9.532    0.000   -0.325   -0.333
    SS2_2| (SS2.5)    0.279    0.034    8.124    0.000    0.279    0.286
    SS2_2| (SS2.6)    1.169    0.043   26.876    0.000    1.169    1.199
    SS3_2| (SS3.1)   -1.742    0.054  -32.258    0.000   -1.742   -1.704
    SS3_2| (SS3.2)   -0.913    0.038  -23.869    0.000   -0.913   -0.893
    SS3_2| (SS3.3)   -0.397    0.034  -11.711    0.000   -0.397   -0.388
    SS3_2| (SS3.4)    0.191    0.034    5.663    0.000    0.191    0.186
    SS3_2| (SS3.5)    0.841    0.038   22.172    0.000    0.841    0.822
    SS3_2| (SS3.6)    1.596    0.053   30.085    0.000    1.596    1.561
    SO1_2| (SO1.1)   -2.094    0.070  -29.995    0.000   -2.094   -2.040
    SO1_2| (SO1.2)   -1.378    0.047  -29.604    0.000   -1.378   -1.343
    SO1_2| (SO1.3)   -0.909    0.039  -23.555    0.000   -0.909   -0.886
    SO1_2| (SO1.4)   -0.211    0.033   -6.379    0.000   -0.211   -0.205
    SO1_2| (SO1.5)    0.533    0.036   14.937    0.000    0.533    0.520
    SO1_2| (SO1.6)    1.635    0.054   30.420    0.000    1.635    1.594
    SO2_2| (SO2.1)   -1.584    0.050  -31.573    0.000   -1.584   -1.552
    SO2_2| (SO2.2)   -0.871    0.038  -22.728    0.000   -0.871   -0.853
    SO2_2| (SO2.3)   -0.300    0.033   -8.965    0.000   -0.300   -0.294
    SO2_2| (SO2.4)    0.222    0.033    6.622    0.000    0.222    0.217
    SO2_2| (SO2.5)    0.985    0.040   24.799    0.000    0.985    0.965
    SO2_2| (SO2.6)    1.891    0.064   29.400    0.000    1.891    1.853
    SO3_2| (SO3.1)   -1.511    0.050  -30.420    0.000   -1.511   -1.545
    SO3_2| (SO3.2)   -0.762    0.037  -20.511    0.000   -0.762   -0.780
    SO3_2| (SO3.3)   -0.269    0.033   -8.127    0.000   -0.269   -0.275
    SO3_2| (SO3.4)    0.374    0.034   11.065    0.000    0.374    0.383
    SO3_2| (SO3.5)    1.095    0.041   26.682    0.000    1.095    1.120
    SO3_2| (SO3.6)    2.055    0.074   27.889    0.000    2.055    2.101
    DM1_2| (DM1.1)   -1.434    0.047  -30.560    0.000   -1.434   -1.440
    DM1_2| (DM1.2)   -0.722    0.037  -19.417    0.000   -0.722   -0.725
    DM1_2| (DM1.3)   -0.335    0.034   -9.934    0.000   -0.335   -0.337
    DM1_2| (DM1.4)    0.461    0.034   13.374    0.000    0.461    0.463
    DM1_2| (DM1.5)    1.144    0.042   27.424    0.000    1.144    1.149
    DM1_2| (DM1.6)    1.840    0.062   29.460    0.000    1.840    1.848
    DM2_2| (DM2.1)   -1.480    0.047  -31.374    0.000   -1.480   -1.445
    DM2_2| (DM2.2)   -0.766    0.037  -20.918    0.000   -0.766   -0.748
    DM2_2| (DM2.3)   -0.344    0.034  -10.164    0.000   -0.344   -0.336
    DM2_2| (DM2.4)    0.119    0.033    3.659    0.000    0.119    0.116
    DM2_2| (DM2.5)    0.802    0.038   21.194    0.000    0.802    0.783
    DM2_2| (DM2.6)    1.547    0.050   31.084    0.000    1.547    1.511
    DM3_2| (DM3.1)   -1.637    0.052  -31.638    0.000   -1.637   -1.575
    DM3_2| (DM3.2)   -0.896    0.038  -23.487    0.000   -0.896   -0.862
    DM3_2| (DM3.3)   -0.501    0.034  -14.565    0.000   -0.501   -0.482
    DM3_2| (DM3.4)   -0.069    0.033   -2.077    0.038   -0.069   -0.066
    DM3_2| (DM3.5)    0.672    0.036   18.702    0.000    0.672    0.647
    DM3_2| (DM3.6)    1.516    0.050   30.386    0.000    1.516    1.458
    DP1_2| (DP1.1)   -1.852    0.059  -31.400    0.000   -1.852   -1.728
    DP1_2| (DP1.2)   -1.210    0.042  -28.604    0.000   -1.210   -1.130
    DP1_2| (DP1.3)   -0.812    0.037  -22.065    0.000   -0.812   -0.758
    DP1_2| (DP1.4)   -0.358    0.034  -10.660    0.000   -0.358   -0.334
    DP1_2| (DP1.5)    0.513    0.035   14.468    0.000    0.513    0.479
    DP1_2| (DP1.6)    1.479    0.050   29.857    0.000    1.479    1.381
    DP2_2| (DP2.1)   -1.652    0.053  -31.458    0.000   -1.652   -1.588
    DP2_2| (DP2.2)   -0.933    0.039  -24.176    0.000   -0.933   -0.897
    DP2_2| (DP2.3)   -0.481    0.035  -13.763    0.000   -0.481   -0.463
    DP2_2| (DP2.4)    0.022    0.034    0.640    0.522    0.022    0.021
    DP2_2| (DP2.5)    0.723    0.037   19.728    0.000    0.723    0.695
    DP2_2| (DP2.6)    1.634    0.054   30.397    0.000    1.634    1.571
    DP3_2| (DP3.1)   -2.131    0.066  -32.142    0.000   -2.131   -2.132
    DP3_2| (DP3.2)   -1.570    0.048  -32.973    0.000   -1.570   -1.571
    DP3_2| (DP3.3)   -1.176    0.040  -29.385    0.000   -1.176   -1.177
    DP3_2| (DP3.4)   -0.542    0.034  -15.756    0.000   -0.542   -0.543
    DP3_2| (DP3.5)    0.265    0.034    7.687    0.000    0.265    0.265
    DP3_2| (DP3.6)    1.313    0.047   27.897    0.000    1.313    1.314
    DG1_2| (DG1.1)   -1.913    0.061  -31.360    0.000   -1.913   -1.874
    DG1_2| (DG1.2)   -1.193    0.042  -28.729    0.000   -1.193   -1.169
    DG1_2| (DG1.3)   -0.672    0.035  -19.057    0.000   -0.672   -0.658
    DG1_2| (DG1.4)   -0.265    0.034   -7.832    0.000   -0.265   -0.260
    DG1_2| (DG1.5)    0.542    0.035   15.330    0.000    0.542    0.531
    DG1_2| (DG1.6)    1.396    0.046   30.516    0.000    1.396    1.369
    DG2_2| (DG2.1)   -2.277    0.081  -28.213    0.000   -2.277   -2.210
    DG2_2| (DG2.2)   -1.727    0.054  -31.873    0.000   -1.727   -1.676
    DG2_2| (DG2.3)   -1.338    0.044  -30.462    0.000   -1.338   -1.299
    DG2_2| (DG2.4)   -0.905    0.037  -24.568    0.000   -0.905   -0.878
    DG2_2| (DG2.5)   -0.105    0.034   -3.087    0.002   -0.105   -0.102
    DG2_2| (DG2.6)    0.910    0.040   22.796    0.000    0.910    0.883
    DG3_2| (DG3.1)   -2.061    0.066  -31.152    0.000   -2.061   -2.063
    DG3_2| (DG3.2)   -1.475    0.048  -30.784    0.000   -1.475   -1.476
    DG3_2| (DG3.3)   -1.010    0.039  -26.032    0.000   -1.010   -1.011
    DG3_2| (DG3.4)   -0.637    0.035  -18.200    0.000   -0.637   -0.638
    DG3_2| (DG3.5)    0.173    0.034    5.086    0.000    0.173    0.173
    DG3_2| (DG3.6)    1.053    0.041   25.483    0.000    1.053    1.054

Variances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    C1                1.000                               1.000    1.000
    S1                1.000                               1.000    1.000
    D1                1.000                               1.000    1.000
    C2                1.118    0.053   20.929    0.000    1.000    1.000
    S2                1.080    0.055   19.712    0.000    1.000    1.000
    D2                1.147    0.055   20.979    0.000    1.000    1.000
   .CG1_1             0.280                               0.280    0.280
   .CG2_1             0.287                               0.287    0.287
   .CG3_1             0.382                               0.382    0.382
   .CI1_1             0.180                               0.180    0.180
   .CI2_1             0.580                               0.580    0.580
   .CI3_1             0.415                               0.415    0.415
   .SS1_1             0.355                               0.355    0.355
   .SS2_1             0.532                               0.532    0.532
   .SS3_1             0.214                               0.214    0.214
   .SO1_1             0.579                               0.579    0.579
   .SO2_1             0.454                               0.454    0.454
   .SO3_1             0.499                               0.499    0.499
   .DM1_1             0.414                               0.414    0.414
   .DM2_1             0.312                               0.312    0.312
   .DM3_1             0.232                               0.232    0.232
   .DP1_1             0.178                               0.178    0.178
   .DP2_1             0.270                               0.270    0.270
   .DP3_1             0.500                               0.500    0.500
   .DG1_1             0.426                               0.426    0.426
   .DG2_1             0.517                               0.517    0.517
   .DG3_1             0.558                               0.558    0.558
   .CG1_2             0.209                               0.209    0.206
   .CG2_2             0.198                               0.198    0.199
   .CG3_2             0.379                               0.379    0.354
   .CI1_2             0.145                               0.145    0.137
   .CI2_2             0.495                               0.495    0.513
   .CI3_2             0.416                               0.416    0.389
   .SS1_2             0.373                               0.373    0.348
   .SS2_2             0.446                               0.446    0.469
   .SS3_2             0.196                               0.196    0.188
   .SO1_2             0.599                               0.599    0.569
   .SO2_2             0.452                               0.452    0.434
   .SO3_2             0.416                               0.416    0.435
   .DM1_2             0.320                               0.320    0.323
   .DM2_2             0.260                               0.260    0.247
   .DM3_2             0.199                               0.199    0.184
   .DP1_2             0.206                               0.206    0.179
   .DP2_2             0.244                               0.244    0.225
   .DP3_2             0.426                               0.426    0.426
   .DG1_2             0.383                               0.383    0.368
   .DG2_2             0.508                               0.508    0.478
   .DG3_2             0.492                               0.492    0.492

Scales y*:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1_1             1.000                               1.000    1.000
    CG2_1             1.000                               1.000    1.000
    CG3_1             1.000                               1.000    1.000
    CI1_1             1.000                               1.000    1.000
    CI2_1             1.000                               1.000    1.000
    CI3_1             1.000                               1.000    1.000
    SS1_1             1.000                               1.000    1.000
    SS2_1             1.000                               1.000    1.000
    SS3_1             1.000                               1.000    1.000
    SO1_1             1.000                               1.000    1.000
    SO2_1             1.000                               1.000    1.000
    SO3_1             1.000                               1.000    1.000
    DM1_1             1.000                               1.000    1.000
    DM2_1             1.000                               1.000    1.000
    DM3_1             1.000                               1.000    1.000
    DP1_1             1.000                               1.000    1.000
    DP2_1             1.000                               1.000    1.000
    DP3_1             1.000                               1.000    1.000
    DG1_1             1.000                               1.000    1.000
    DG2_1             1.000                               1.000    1.000
    DG3_1             1.000                               1.000    1.000
    CG1_2             0.994    0.022   45.182    0.000    0.994    1.000
    CG2_2             1.002    0.022   45.173    0.000    1.002    1.000
    CG3_2             0.967    0.021   46.794    0.000    0.967    1.000
    CI1_2             0.970    0.021   45.714    0.000    0.970    1.000
    CI2_2             1.018    0.026   39.681    0.000    1.018    1.000
    CI3_2             0.967    0.022   43.988    0.000    0.967    1.000
    SS1_2             0.967    0.021   45.878    0.000    0.967    1.000
    SS2_2             1.025    0.024   42.582    0.000    1.025    1.000
    SS3_2             0.978    0.022   44.392    0.000    0.978    1.000
    SO1_2             0.975    0.025   39.157    0.000    0.975    1.000
    SO2_2             0.980    0.023   41.949    0.000    0.980    1.000
    SO3_2             1.023    0.023   44.715    0.000    1.023    1.000
    DM1_2             1.004    0.023   44.270    0.000    1.004    1.000
    DM2_2             0.976    0.021   46.141    0.000    0.976    1.000
    DM3_2             0.962    0.021   46.553    0.000    0.962    1.000
    DP1_2             0.933    0.020   46.748    0.000    0.933    1.000
    DP2_2             0.962    0.021   46.381    0.000    0.962    1.000
    DP3_2             1.000    0.022   44.632    0.000    1.000    1.000
    DG1_2             0.980    0.022   45.349    0.000    0.980    1.000
    DG2_2             0.971    0.023   41.777    0.000    0.971    1.000
    DG3_2             1.001    0.024   41.029    0.000    1.001    1.000
## test equivalence of thresholds, given equivalence of configural model
lavTestLRT(fit.threshold.wide, fit.loading.wide, method = "satorra.bentler.2010")
Scaled Chi-Squared Difference Test (method = "satorra.bentler.2010")

lavaan NOTE:
    The "Chisq" column contains standard test statistics, not the
    robust test that should be reported per model. A robust difference
    test is a function of two standard (not robust) statistics.
 
                    Df AIC BIC  Chisq Chisq diff Df diff Pr(>Chisq)
fit.threshold.wide 867         8287.8                              
fit.loading.wide   885         8318.1     11.374      18     0.8778

The chi-square difference test gives evidence for the tenability of equality of factor loadings across waves. However, we can dive deeper to further probe this inference. Similar to the threshold, we can investigate the degree the variance will substantive change if will allow variance in the loadings. The following plot visualizes the difference in loadings across waves from the threshold model, where the loadings were different across waves.

thresh.model.loading.est <- lavaan::parTable(fit.threshold.wide) %>%
    filter(op == "=~") %>%
    mutate(group = substr(lhs, nchar(lhs), 1000), lhs = substr(lhs, 1, nchar(lhs) -
        1), rhs = substr(rhs, 1, nchar(rhs) - 2)) %>%
    dplyr::select(lhs, rhs, group, est) %>%
    pivot_wider(id_cols = c("lhs", "rhs"), names_from = "group", values_from = "est") %>%
    mutate(loading_diff = `2` - `1`, Domain = recode(lhs, C = "Coherence", S = "Significance",
        D = "Direction"))


cols = c(Coherence = "grey25", Direction = "grey50", Significance = "grey75")
shp = c(Coherence = 18, Direction = 16, Significance = 15)
ggplot(thresh.model.loading.est, aes(x = lhs, y = loading_diff)) + geom_point() +
    geom_hline(yintercept = 0, linetype = "dashed") + labs(x = "Domain", y = "Difference in Loadings (Wave 2 - Wave 1)",
    title = "Difference in standardized loadings") + theme_classic()

thresh.model.loading.est %>%
    mutate(item = rhs, `Wave 1` = `1`, `Wave 2` = `2`) %>%
    dplyr::select(Domain, item, `Wave 1`, `Wave 2`, loading_diff) %>%
    arrange(desc(loading_diff)) %>%
    kable(format = "html", digits = 3) %>%
    kable_styling(full_width = T) %>%
    scroll_box(width = "100%", height = "400px")
Domain item Wave 1 Wave 2 loading_diff
Direction DM1 0.762 0.875 0.113
Significance SO3 0.703 0.792 0.089
Direction DG1 0.756 0.835 0.079
Coherence CG2 0.844 0.916 0.072
Direction DP3 0.706 0.771 0.065
Coherence CG3 0.785 0.846 0.061
Direction DG2 0.694 0.755 0.060
Direction DG3 0.664 0.720 0.056
Significance SO2 0.737 0.789 0.051
Coherence CG1 0.848 0.899 0.050
Coherence CI2 0.647 0.692 0.044
Direction DP2 0.855 0.899 0.044
Direction DM3 0.877 0.917 0.040
Coherence CI1 0.907 0.933 0.027
Significance SO1 0.649 0.669 0.020
Coherence CI3 0.766 0.785 0.018
Direction DM2 0.831 0.849 0.018
Significance SS1 0.804 0.822 0.017
Direction DP1 0.908 0.919 0.011
Significance SS3 0.888 0.892 0.004
Significance SS2 0.686 0.680 -0.006

Similar to the thresholds, the difference between wave 1 and wave 2 estimates of the factor loadings is a small postive difference that may be negligible. However, it is interesting that the wave two loadings are nearly all larger, indicating that the strength of the relationship between items and factors may have increased to some degree at wave 2. The max standardized difference is 0.11 (DM1), which could be substantively meaningful depending on where this difference occurs (i.e., what is the starting magnitude). At wave 1, the loading was .76, and, at wave 2, the loading was .87. Both values are quite reasonably high for a standardized loading. This along with the finding that all loadings across both waves were at .65, I don’t think we lose any significance amount of measurement precision by assuming equality of loadings. The lack of potential change in substantive interpretation along with the chi-square difference test gives reasonable evidene to proceed with investigating invariance.

More generally, items showing the largest difference across waves should be investigated for the content of the items to investigate if the content may point to a reason for potential differences over time.

Investigate residuals

resid.loading.out <- lavaan::resid(fit.loading.wide, type = "cor")

resid.loading <- transform_resid_to_dataframe(resid.loading.out) %>%
    mutate(V1_Domain = recode(V1_Domain, C = "Coherence", S = "Significance", D = "Direction"),
        V2_Domain = recode(V2_Domain, C = "Coherence", S = "Significance", D = "Direction"))

resid.loading %>%
    arrange(desc(abs(resid))) %>%
    kable(format = "html", digits = 3) %>%
    kable_styling(full_width = T) %>%
    scroll_box(width = "100%", height = "400px")
Covariance Same_Wave V1_Wave V2_Wave V1_Domain V2_Domain V1_Item V2_Item resid
Cov(DG2_2, DG3_2) Within Wave 2 2 Direction Direction DG2 DG3 0.207
Cov(DM1_2, DG2_2) Within Wave 2 2 Direction Direction DM1 DG2 -0.207
Cov(DG2_1, DG3_1) Within Wave 1 1 Direction Direction DG2 DG3 0.194
Cov(DM1_2, DG3_2) Within Wave 2 2 Direction Direction DM1 DG3 -0.187
Cov(DM1_1, DG2_1) Within Wave 1 1 Direction Direction DM1 DG2 -0.178
Cov(SO2_2, SO3_2) Within Wave 2 2 Significance Significance SO2 SO3 0.178
Cov(DM1_2, DP3_2) Within Wave 2 2 Direction Direction DM1 DP3 -0.170
Cov(DM1_1, DP3_1) Within Wave 1 1 Direction Direction DM1 DP3 -0.169
Cov(DM2_1, DG1_1) Within Wave 1 1 Direction Direction DM2 DG1 -0.164
Cov(DM2_2, DG3_2) Within Wave 2 2 Direction Direction DM2 DG3 -0.163
Cov(DM1_1, DG3_1) Within Wave 1 1 Direction Direction DM1 DG3 -0.163
Cov(DG1_2, DG3_2) Within Wave 2 2 Direction Direction DG1 DG3 0.160
Cov(DM1_2, DG1_2) Within Wave 2 2 Direction Direction DM1 DG1 -0.159
Cov(DG1_2, DG2_2) Within Wave 2 2 Direction Direction DG1 DG2 0.159
Cov(DG1_1, DG3_1) Within Wave 1 1 Direction Direction DG1 DG3 0.158
Cov(CG2_2, DG2_2) Within Wave 2 2 Coherence Direction CG2 DG2 -0.157
Cov(CG2_1, DG2_1) Within Wave 1 1 Coherence Direction CG2 DG2 -0.150
Cov(DM2_1, DP3_1) Within Wave 1 1 Direction Direction DM2 DP3 -0.149
Cov(DG1_1, DG2_1) Within Wave 1 1 Direction Direction DG1 DG2 0.147
Cov(DM1_1, DG3_2) Between Wave 1 2 Direction Direction DM1 DG3 -0.146
Cov(CG1_2, DG2_2) Within Wave 2 2 Coherence Direction CG1 DG2 -0.144
Cov(DM1_1, DG1_1) Within Wave 1 1 Direction Direction DM1 DG1 -0.138
Cov(CG2_1, DG1_1) Within Wave 1 1 Coherence Direction CG2 DG1 -0.137
Cov(CG1_2, CI2_2) Within Wave 2 2 Coherence Coherence CG1 CI2 -0.136
Cov(CG1_1, DG2_1) Within Wave 1 1 Coherence Direction CG1 DG2 -0.135
Cov(DP3_1, DG1_1) Within Wave 1 1 Direction Direction DP3 DG1 0.135
Cov(DG3_1, DG1_2) Between Wave 1 2 Direction Direction DG3 DG1 0.134
Cov(DM3_2, DG3_2) Within Wave 2 2 Direction Direction DM3 DG3 -0.134
Cov(DM2_2, DG1_2) Within Wave 2 2 Direction Direction DM2 DG1 -0.134
Cov(DG3_1, DG2_2) Between Wave 1 2 Direction Direction DG3 DG2 0.133
Cov(CG1_2, CI3_2) Within Wave 2 2 Coherence Coherence CG1 CI3 -0.133
Cov(CI1_1, DP2_1) Within Wave 1 1 Coherence Direction CI1 DP2 0.132
Cov(SO1_1, SO3_1) Within Wave 1 1 Significance Significance SO1 SO3 0.131
Cov(CG2_1, DP3_1) Within Wave 1 1 Coherence Direction CG2 DP3 -0.131
Cov(DG2_1, DG3_2) Between Wave 1 2 Direction Direction DG2 DG3 0.131
Cov(DM2_2, DG2_2) Within Wave 2 2 Direction Direction DM2 DG2 -0.130
Cov(DG1_1, DG3_2) Between Wave 1 2 Direction Direction DG1 DG3 0.129
Cov(DP2_2, DG2_2) Within Wave 2 2 Direction Direction DP2 DG2 -0.128
Cov(DP3_1, DG2_1) Within Wave 1 1 Direction Direction DP3 DG2 0.124
Cov(CG1_2, SO1_2) Within Wave 2 2 Coherence Significance CG1 SO1 -0.124
Cov(SO2_1, SO3_1) Within Wave 1 1 Significance Significance SO2 SO3 0.123
Cov(CG2_2, CI3_2) Within Wave 2 2 Coherence Coherence CG2 CI3 -0.123
Cov(CI2_1, SS2_1) Within Wave 1 1 Coherence Significance CI2 SS2 0.122
Cov(DM2_1, DG3_1) Within Wave 1 1 Direction Direction DM2 DG3 -0.122
Cov(CI2_2, SS2_2) Within Wave 2 2 Coherence Significance CI2 SS2 0.122
Cov(DP3_2, DG1_2) Within Wave 2 2 Direction Direction DP3 DG1 0.120
Cov(DM2_2, DP3_2) Within Wave 2 2 Direction Direction DM2 DP3 -0.119
Cov(CG2_2, DG3_2) Within Wave 2 2 Coherence Direction CG2 DG3 -0.118
Cov(CG2_1, CI3_1) Within Wave 1 1 Coherence Coherence CG2 CI3 -0.117
Cov(CG2_1, DG3_1) Within Wave 1 1 Coherence Direction CG2 DG3 -0.116
Cov(DM2_1, DM3_1) Within Wave 1 1 Direction Direction DM2 DM3 0.114
Cov(CG1_2, SO2_2) Within Wave 2 2 Coherence Significance CG1 SO2 -0.113
Cov(CG1_1, CG2_1) Within Wave 1 1 Coherence Coherence CG1 CG2 0.113
Cov(CG1_1, DP3_1) Within Wave 1 1 Coherence Direction CG1 DP3 -0.113
Cov(DP3_1, DG3_1) Within Wave 1 1 Direction Direction DP3 DG3 0.113
Cov(SO3_1, DM1_1) Within Wave 1 1 Significance Direction SO3 DM1 0.113
Cov(DM2_1, DG2_1) Within Wave 1 1 Direction Direction DM2 DG2 -0.112
Cov(SO2_1, SO3_2) Between Wave 1 2 Significance Significance SO2 SO3 0.111
Cov(CI1_1, CI3_1) Within Wave 1 1 Coherence Coherence CI1 CI3 -0.111
Cov(CI1_2, DP2_2) Within Wave 2 2 Coherence Direction CI1 DP2 0.111
Cov(SS3_2, SO3_2) Within Wave 2 2 Significance Significance SS3 SO3 -0.110
Cov(CG2_2, CI2_2) Within Wave 2 2 Coherence Coherence CG2 CI2 -0.110
Cov(CG2_2, DP3_2) Within Wave 2 2 Coherence Direction CG2 DP3 -0.110
Cov(CG2_1, DG2_2) Between Wave 1 2 Coherence Direction CG2 DG2 -0.109
Cov(CG2_2, SO1_2) Within Wave 2 2 Coherence Significance CG2 SO1 -0.109
Cov(CI1_2, SS3_2) Within Wave 2 2 Coherence Significance CI1 SS3 0.108
Cov(CG1_1, DG3_2) Between Wave 1 2 Coherence Direction CG1 DG3 -0.108
Cov(CG1_2, DG3_2) Within Wave 2 2 Coherence Direction CG1 DG3 -0.108
Cov(CG1_1, DG1_1) Within Wave 1 1 Coherence Direction CG1 DG1 -0.106
Cov(CG2_2, DG1_2) Within Wave 2 2 Coherence Direction CG2 DG1 -0.106
Cov(DG2_1, CG2_2) Between Wave 1 2 Direction Coherence DG2 CG2 -0.105
Cov(DM3_1, DG3_1) Within Wave 1 1 Direction Direction DM3 DG3 -0.105
Cov(CI1_1, DM1_2) Between Wave 1 2 Coherence Direction CI1 DM1 0.104
Cov(CG1_2, DP3_2) Within Wave 2 2 Coherence Direction CG1 DP3 -0.103
Cov(DM1_1, DP3_2) Between Wave 1 2 Direction Direction DM1 DP3 -0.103
Cov(DG2_1, DG1_2) Between Wave 1 2 Direction Direction DG2 DG1 0.102
Cov(DP2_1, DG2_1) Within Wave 1 1 Direction Direction DP2 DG2 -0.102
Cov(DM1_1, DG2_2) Between Wave 1 2 Direction Direction DM1 DG2 -0.102
Cov(CI1_1, DM1_1) Within Wave 1 1 Coherence Direction CI1 DM1 0.102
Cov(SO1_2, SO3_2) Within Wave 2 2 Significance Significance SO1 SO3 0.102
Cov(DM3_2, DG1_2) Within Wave 2 2 Direction Direction DM3 DG1 -0.101
Cov(DG1_1, DP3_2) Between Wave 1 2 Direction Direction DG1 DP3 0.101
Cov(DP2_2, DG3_2) Within Wave 2 2 Direction Direction DP2 DG3 -0.101
Cov(CI2_1, SS1_1) Within Wave 1 1 Coherence Significance CI2 SS1 0.100
Cov(DP3_2, DG3_2) Within Wave 2 2 Direction Direction DP3 DG3 0.100
Cov(CG1_1, DG2_2) Between Wave 1 2 Coherence Direction CG1 DG2 -0.098
Cov(DP3_1, DM1_2) Between Wave 1 2 Direction Direction DP3 DM1 -0.098
Cov(DM3_1, DG1_1) Within Wave 1 1 Direction Direction DM3 DG1 -0.098
Cov(CG1_1, DG3_1) Within Wave 1 1 Coherence Direction CG1 DG3 -0.098
Cov(CG2_1, SO1_1) Within Wave 1 1 Coherence Significance CG2 SO1 -0.097
Cov(DP3_2, DG2_2) Within Wave 2 2 Direction Direction DP3 DG2 0.097
Cov(CI1_1, DP2_2) Between Wave 1 2 Coherence Direction CI1 DP2 0.097
Cov(DP3_1, DG3_2) Between Wave 1 2 Direction Direction DP3 DG3 0.096
Cov(CG2_2, SO2_2) Within Wave 2 2 Coherence Significance CG2 SO2 -0.096
Cov(CG2_1, DM1_2) Between Wave 1 2 Coherence Direction CG2 DM1 0.095
Cov(DM2_1, DG3_2) Between Wave 1 2 Direction Direction DM2 DG3 -0.095
Cov(CG2_1, CI2_1) Within Wave 1 1 Coherence Coherence CG2 CI2 -0.095
Cov(CG1_2, SO3_2) Within Wave 2 2 Coherence Significance CG1 SO3 -0.094
Cov(DM3_2, DG2_2) Within Wave 2 2 Direction Direction DM3 DG2 -0.094
Cov(SS3_2, DG2_2) Within Wave 2 2 Significance Direction SS3 DG2 -0.094
Cov(DG1_1, DG2_2) Between Wave 1 2 Direction Direction DG1 DG2 0.094
Cov(DM3_2, DP3_2) Within Wave 2 2 Direction Direction DM3 DP3 -0.093
Cov(SS3_1, SO3_1) Within Wave 1 1 Significance Significance SS3 SO3 -0.093
Cov(CI2_2, SS1_2) Within Wave 2 2 Coherence Significance CI2 SS1 0.093
Cov(CG2_1, DG3_2) Between Wave 1 2 Coherence Direction CG2 DG3 -0.093
Cov(DG2_1, DP3_2) Between Wave 1 2 Direction Direction DG2 DP3 0.093
Cov(CG1_1, SO1_1) Within Wave 1 1 Coherence Significance CG1 SO1 -0.093
Cov(CG1_1, CI3_1) Within Wave 1 1 Coherence Coherence CG1 CI3 -0.092
Cov(DG2_1, CG1_2) Between Wave 1 2 Direction Coherence DG2 CG1 -0.091
Cov(DP3_1, DG1_2) Between Wave 1 2 Direction Direction DP3 DG1 0.091
Cov(DM2_2, DM3_2) Within Wave 2 2 Direction Direction DM2 DM3 0.091
Cov(CG1_1, CI2_1) Within Wave 1 1 Coherence Coherence CG1 CI2 -0.090
Cov(CG1_1, SO3_1) Within Wave 1 1 Coherence Significance CG1 SO3 -0.090
Cov(CG1_2, DG1_2) Within Wave 2 2 Coherence Direction CG1 DG1 -0.090
Cov(CG3_2, SO3_2) Within Wave 2 2 Coherence Significance CG3 SO3 -0.089
Cov(DG3_1, DM1_2) Between Wave 1 2 Direction Direction DG3 DM1 -0.089
Cov(SO3_1, SO2_2) Between Wave 1 2 Significance Significance SO3 SO2 0.089
Cov(CI1_2, DM1_2) Within Wave 2 2 Coherence Direction CI1 DM1 0.088
Cov(CI1_2, DG2_2) Within Wave 2 2 Coherence Direction CI1 DG2 -0.088
Cov(DG3_1, CG2_2) Between Wave 1 2 Direction Coherence DG3 CG2 -0.087
Cov(DM1_2, DP1_2) Within Wave 2 2 Direction Direction DM1 DP1 -0.087
Cov(DG3_1, CG1_2) Between Wave 1 2 Direction Coherence DG3 CG1 -0.086
Cov(CG2_1, DM1_1) Within Wave 1 1 Coherence Direction CG2 DM1 0.086
Cov(DG2_1, DM1_2) Between Wave 1 2 Direction Direction DG2 DM1 -0.086
Cov(CG2_2, SO3_2) Within Wave 2 2 Coherence Significance CG2 SO3 -0.086
Cov(SO3_1, SO1_2) Between Wave 1 2 Significance Significance SO3 SO1 0.086
Cov(CI3_1, SS1_1) Within Wave 1 1 Coherence Significance CI3 SS1 0.085
Cov(DM1_1, DP1_1) Within Wave 1 1 Direction Direction DM1 DP1 -0.085
Cov(CG1_1, DM3_1) Within Wave 1 1 Coherence Direction CG1 DM3 -0.085
Cov(CG3_2, DG1_2) Within Wave 2 2 Coherence Direction CG3 DG1 -0.085
Cov(CG1_1, SS2_1) Within Wave 1 1 Coherence Significance CG1 SS2 -0.085
Cov(DM2_1, DP3_2) Between Wave 1 2 Direction Direction DM2 DP3 -0.085
Cov(CG3_2, SO2_2) Within Wave 2 2 Coherence Significance CG3 SO2 -0.085
Cov(SO1_2, SO2_2) Within Wave 2 2 Significance Significance SO1 SO2 0.085
Cov(SS3_2, SO2_2) Within Wave 2 2 Significance Significance SS3 SO2 -0.084
Cov(DG3_1, DP3_2) Between Wave 1 2 Direction Direction DG3 DP3 0.084
Cov(CI2_2, DP3_2) Within Wave 2 2 Coherence Direction CI2 DP3 0.084
Cov(CI2_1, CG2_2) Between Wave 1 2 Coherence Coherence CI2 CG2 -0.084
Cov(CG1_1, SO1_2) Between Wave 1 2 Coherence Significance CG1 SO1 -0.083
Cov(DP2_2, DG1_2) Within Wave 2 2 Direction Direction DP2 DG1 -0.082
Cov(CG1_2, CG2_2) Within Wave 2 2 Coherence Coherence CG1 CG2 0.081
Cov(SO1_1, CG1_2) Between Wave 1 2 Significance Coherence SO1 CG1 -0.081
Cov(DM3_1, DG2_1) Within Wave 1 1 Direction Direction DM3 DG2 -0.081
Cov(CG1_1, SO2_1) Within Wave 1 1 Coherence Significance CG1 SO2 -0.081
Cov(DG2_1, SO1_2) Between Wave 1 2 Direction Significance DG2 SO1 0.081
Cov(CG3_2, DG2_2) Within Wave 2 2 Coherence Direction CG3 DG2 -0.079
Cov(CG2_1, DP3_2) Between Wave 1 2 Coherence Direction CG2 DP3 -0.079
Cov(DM1_1, DG1_2) Between Wave 1 2 Direction Direction DM1 DG1 -0.079
Cov(SO3_1, CG1_2) Between Wave 1 2 Significance Coherence SO3 CG1 -0.079
Cov(SS3_1, DG2_1) Within Wave 1 1 Significance Direction SS3 DG2 -0.078
Cov(CI2_2, DG3_2) Within Wave 2 2 Coherence Direction CI2 DG3 0.078
Cov(CG2_1, DM3_1) Within Wave 1 1 Coherence Direction CG2 DM3 -0.078
Cov(CI2_2, SO1_2) Within Wave 2 2 Coherence Significance CI2 SO1 0.077
Cov(SO1_1, CG2_2) Between Wave 1 2 Significance Coherence SO1 CG2 -0.077
Cov(DM2_1, DM1_2) Between Wave 1 2 Direction Direction DM2 DM1 0.076
Cov(SS3_1, DM1_2) Between Wave 1 2 Significance Direction SS3 DM1 0.076
Cov(CG3_2, DG3_2) Within Wave 2 2 Coherence Direction CG3 DG3 -0.075
Cov(CI2_1, CG1_2) Between Wave 1 2 Coherence Coherence CI2 CG1 -0.075
Cov(SS3_1, DM1_1) Within Wave 1 1 Significance Direction SS3 DM1 0.074
Cov(SS3_2, SO1_2) Within Wave 2 2 Significance Significance SS3 SO1 -0.074
Cov(CG1_1, CI2_2) Between Wave 1 2 Coherence Coherence CG1 CI2 -0.074
Cov(CI1_1, SS3_1) Within Wave 1 1 Coherence Significance CI1 SS3 0.073
Cov(DP3_1, CG2_2) Between Wave 1 2 Direction Coherence DP3 CG2 -0.073
Cov(CI1_2, CI3_2) Within Wave 2 2 Coherence Coherence CI1 CI3 -0.073
Cov(SO1_1, SO3_2) Between Wave 1 2 Significance Significance SO1 SO3 0.072
Cov(CG1_1, DM1_2) Between Wave 1 2 Coherence Direction CG1 DM1 0.072
Cov(CG1_1, SO2_2) Between Wave 1 2 Coherence Significance CG1 SO2 -0.071
Cov(CG2_1, DG1_2) Between Wave 1 2 Coherence Direction CG2 DG1 -0.071
Cov(DP2_1, CI1_2) Between Wave 1 2 Direction Coherence DP2 CI1 0.071
Cov(DP2_1, DG3_1) Within Wave 1 1 Direction Direction DP2 DG3 -0.071
Cov(CI2_1, SS1_2) Between Wave 1 2 Coherence Significance CI2 SS1 0.071
Cov(SS1_1, SO1_1) Within Wave 1 1 Significance Significance SS1 SO1 -0.070
Cov(CG1_1, DM1_1) Within Wave 1 1 Coherence Direction CG1 DM1 0.070
Cov(CI3_2, SS1_2) Within Wave 2 2 Coherence Significance CI3 SS1 0.070
Cov(DP3_1, DG2_2) Between Wave 1 2 Direction Direction DP3 DG2 0.070
Cov(CG2_1, SO2_1) Within Wave 1 1 Coherence Significance CG2 SO2 -0.069
Cov(SS2_1, DP1_1) Within Wave 1 1 Significance Direction SS2 DP1 0.069
Cov(DM1_1, DP1_2) Between Wave 1 2 Direction Direction DM1 DP1 -0.069
Cov(SS3_1, SO1_1) Within Wave 1 1 Significance Significance SS3 SO1 -0.069
Cov(CG2_2, DM1_2) Within Wave 2 2 Coherence Direction CG2 DM1 0.068
Cov(CG1_1, DP3_2) Between Wave 1 2 Coherence Direction CG1 DP3 -0.068
Cov(DM3_1, DP3_1) Within Wave 1 1 Direction Direction DM3 DP3 -0.068
Cov(SO3_1, SS3_2) Between Wave 1 2 Significance Significance SO3 SS3 -0.068
Cov(CG2_1, SO1_2) Between Wave 1 2 Coherence Significance CG2 SO1 -0.066
Cov(SS2_1, CI2_2) Between Wave 1 2 Significance Coherence SS2 CI2 0.066
Cov(SS3_2, DM1_2) Within Wave 2 2 Significance Direction SS3 DM1 0.065
Cov(CG1_1, DG1_2) Between Wave 1 2 Coherence Direction CG1 DG1 -0.065
Cov(SS3_1, SO2_1) Within Wave 1 1 Significance Significance SS3 SO2 -0.065
Cov(SO1_1, DM1_1) Within Wave 1 1 Significance Direction SO1 DM1 0.064
Cov(SO2_1, CG1_2) Between Wave 1 2 Significance Coherence SO2 CG1 -0.064
Cov(SS1_2, SO3_2) Within Wave 2 2 Significance Significance SS1 SO3 -0.064
Cov(CG2_1, SO3_1) Within Wave 1 1 Coherence Significance CG2 SO3 -0.064
Cov(SS1_1, DG2_1) Within Wave 1 1 Significance Direction SS1 DG2 -0.064
Cov(DM2_1, DP2_1) Within Wave 1 1 Direction Direction DM2 DP2 -0.063
Cov(DM2_2, DP2_2) Within Wave 2 2 Direction Direction DM2 DP2 -0.063
Cov(DM3_1, DG3_2) Between Wave 1 2 Direction Direction DM3 DG3 -0.063
Cov(CI3_1, CG3_2) Between Wave 1 2 Coherence Coherence CI3 CG3 0.063
Cov(DM2_1, DG1_2) Between Wave 1 2 Direction Direction DM2 DG1 -0.063
Cov(DM2_1, DP1_1) Within Wave 1 1 Direction Direction DM2 DP1 -0.063
Cov(CG3_1, DM1_1) Within Wave 1 1 Coherence Direction CG3 DM1 0.062
Cov(CG2_2, CI1_2) Within Wave 2 2 Coherence Coherence CG2 CI1 -0.061
Cov(DG3_1, DM3_2) Between Wave 1 2 Direction Direction DG3 DM3 -0.061
Cov(CG3_1, SO1_1) Within Wave 1 1 Coherence Significance CG3 SO1 -0.060
Cov(SO1_2, DG2_2) Within Wave 2 2 Significance Direction SO1 DG2 0.060
Cov(SO1_1, SO2_1) Within Wave 1 1 Significance Significance SO1 SO2 0.060
Cov(CG3_1, DG1_1) Within Wave 1 1 Coherence Direction CG3 DG1 -0.060
Cov(CI2_2, DP1_2) Within Wave 2 2 Coherence Direction CI2 DP1 0.060
Cov(SS3_2, DG1_2) Within Wave 2 2 Significance Direction SS3 DG1 -0.060
Cov(DP3_1, DM2_2) Between Wave 1 2 Direction Direction DP3 DM2 -0.059
Cov(CI1_1, SS3_2) Between Wave 1 2 Coherence Significance CI1 SS3 0.059
Cov(SO1_1, SS1_2) Between Wave 1 2 Significance Significance SO1 SS1 -0.059
Cov(DP2_1, DG2_2) Between Wave 1 2 Direction Direction DP2 DG2 -0.059
Cov(DG1_1, SS2_2) Between Wave 1 2 Direction Significance DG1 SS2 -0.059
Cov(SS3_1, SO1_2) Between Wave 1 2 Significance Significance SS3 SO1 -0.059
Cov(DM1_1, CI2_2) Between Wave 1 2 Direction Coherence DM1 CI2 -0.059
Cov(CG3_1, DP2_1) Within Wave 1 1 Coherence Direction CG3 DP2 0.059
Cov(SS1_2, SO1_2) Within Wave 2 2 Significance Significance SS1 SO1 -0.058
Cov(CI3_1, DP1_1) Within Wave 1 1 Coherence Direction CI3 DP1 0.058
Cov(SS1_1, DM2_1) Within Wave 1 1 Significance Direction SS1 DM2 -0.058
Cov(SS3_1, CI1_2) Between Wave 1 2 Significance Coherence SS3 CI1 0.057
Cov(CG1_2, DM1_2) Within Wave 2 2 Coherence Direction CG1 DM1 0.057
Cov(CI3_1, SS3_1) Within Wave 1 1 Coherence Significance CI3 SS3 0.057
Cov(CI3_2, DP1_2) Within Wave 2 2 Coherence Direction CI3 DP1 0.057
Cov(SS3_2, DG3_2) Within Wave 2 2 Significance Direction SS3 DG3 -0.057
Cov(DG3_1, SS3_2) Between Wave 1 2 Direction Significance DG3 SS3 -0.057
Cov(SO2_1, SO1_2) Between Wave 1 2 Significance Significance SO2 SO1 0.056
Cov(CI1_1, DG3_2) Between Wave 1 2 Coherence Direction CI1 DG3 -0.056
Cov(CG2_1, CI1_1) Within Wave 1 1 Coherence Coherence CG2 CI1 -0.056
Cov(CG1_1, DP1_1) Within Wave 1 1 Coherence Direction CG1 DP1 -0.056
Cov(CI3_1, DP2_2) Between Wave 1 2 Coherence Direction CI3 DP2 0.056
Cov(CI1_1, CI2_1) Within Wave 1 1 Coherence Coherence CI1 CI2 -0.056
Cov(SO3_2, DM1_2) Within Wave 2 2 Significance Direction SO3 DM1 0.056
Cov(DP3_1, CG1_2) Between Wave 1 2 Direction Coherence DP3 CG1 -0.056
Cov(DM1_1, CG2_2) Between Wave 1 2 Direction Coherence DM1 CG2 0.055
Cov(DM1_1, SO3_2) Between Wave 1 2 Direction Significance DM1 SO3 0.055
Cov(CI3_1, DP2_1) Within Wave 1 1 Coherence Direction CI3 DP2 0.055
Cov(CI2_1, DM2_2) Between Wave 1 2 Coherence Direction CI2 DM2 -0.055
Cov(SO2_2, DM3_2) Within Wave 2 2 Significance Direction SO2 DM3 -0.055
Cov(DP3_1, DM3_2) Between Wave 1 2 Direction Direction DP3 DM3 -0.055
Cov(SS3_2, DP2_2) Within Wave 2 2 Significance Direction SS3 DP2 0.055
Cov(CI1_2, SS1_2) Within Wave 2 2 Coherence Significance CI1 SS1 0.055
Cov(CI1_1, SO3_1) Within Wave 1 1 Coherence Significance CI1 SO3 -0.055
Cov(DM1_1, CG1_2) Between Wave 1 2 Direction Coherence DM1 CG1 0.054
Cov(CI1_1, DG2_1) Within Wave 1 1 Coherence Direction CI1 DG2 -0.054
Cov(CI3_2, SO2_2) Within Wave 2 2 Coherence Significance CI3 SO2 -0.054
Cov(CG1_1, SS1_1) Within Wave 1 1 Coherence Significance CG1 SS1 -0.054
Cov(CG2_2, DM3_2) Within Wave 2 2 Coherence Direction CG2 DM3 -0.054
Cov(SS3_1, DG2_2) Between Wave 1 2 Significance Direction SS3 DG2 -0.054
Cov(CI1_2, DP1_2) Within Wave 2 2 Coherence Direction CI1 DP1 0.054
Cov(CG1_2, SS2_2) Within Wave 2 2 Coherence Significance CG1 SS2 -0.054
Cov(SS3_1, DP2_2) Between Wave 1 2 Significance Direction SS3 DP2 0.053
Cov(SS2_1, DM2_2) Between Wave 1 2 Significance Direction SS2 DM2 -0.053
Cov(SO3_1, CG2_2) Between Wave 1 2 Significance Coherence SO3 CG2 -0.053
Cov(SO2_2, DM2_2) Within Wave 2 2 Significance Direction SO2 DM2 -0.053
Cov(SS1_1, DM3_1) Within Wave 1 1 Significance Direction SS1 DM3 -0.052
Cov(DM3_2, DP2_2) Within Wave 2 2 Direction Direction DM3 DP2 -0.052
Cov(DM3_1, CI2_2) Between Wave 1 2 Direction Coherence DM3 CI2 -0.052
Cov(CI2_1, SO2_1) Within Wave 1 1 Coherence Significance CI2 SO2 0.052
Cov(SS3_1, SO3_2) Between Wave 1 2 Significance Significance SS3 SO3 -0.052
Cov(DM1_1, DM2_1) Within Wave 1 1 Direction Direction DM1 DM2 0.051
Cov(SS1_1, SS2_1) Within Wave 1 1 Significance Significance SS1 SS2 0.051
Cov(DG3_1, DM2_2) Between Wave 1 2 Direction Direction DG3 DM2 -0.051
Cov(CG2_1, CI3_2) Between Wave 1 2 Coherence Coherence CG2 CI3 -0.051
Cov(CG3_1, CI1_1) Within Wave 1 1 Coherence Coherence CG3 CI1 -0.051
Cov(CG1_2, DM2_2) Within Wave 2 2 Coherence Direction CG1 DM2 -0.051
Cov(CG1_2, DM3_2) Within Wave 2 2 Coherence Direction CG1 DM3 -0.051
Cov(SO1_2, DP3_2) Within Wave 2 2 Significance Direction SO1 DP3 0.051
Cov(SS3_1, DP3_1) Within Wave 1 1 Significance Direction SS3 DP3 -0.050
Cov(DP2_2, DP3_2) Within Wave 2 2 Direction Direction DP2 DP3 -0.050
Cov(DP1_1, DG1_1) Within Wave 1 1 Direction Direction DP1 DG1 -0.050
Cov(CI1_2, DG3_2) Within Wave 2 2 Coherence Direction CI1 DG3 -0.050
Cov(DP1_1, CI3_2) Between Wave 1 2 Direction Coherence DP1 CI3 0.050
Cov(DP1_2, DG3_2) Within Wave 2 2 Direction Direction DP1 DG3 -0.050
Cov(SS3_1, CG1_2) Between Wave 1 2 Significance Coherence SS3 CG1 0.049
Cov(DG2_1, SS3_2) Between Wave 1 2 Direction Significance DG2 SS3 -0.049
Cov(CI2_1, SS2_2) Between Wave 1 2 Coherence Significance CI2 SS2 0.049
Cov(SS2_1, SO3_1) Within Wave 1 1 Significance Significance SS2 SO3 -0.049
Cov(DP1_1, CI1_2) Between Wave 1 2 Direction Coherence DP1 CI1 0.049
Cov(CI1_2, SO2_2) Within Wave 2 2 Coherence Significance CI1 SO2 -0.049
Cov(SO1_1, SO2_2) Between Wave 1 2 Significance Significance SO1 SO2 0.049
Cov(SS1_1, SO3_1) Within Wave 1 1 Significance Significance SS1 SO3 -0.049
Cov(DG2_1, SS1_2) Between Wave 1 2 Direction Significance DG2 SS1 -0.049
Cov(CI2_1, DP3_2) Between Wave 1 2 Coherence Direction CI2 DP3 0.049
Cov(CI1_1, SS1_2) Between Wave 1 2 Coherence Significance CI1 SS1 0.049
Cov(CG1_1, CG3_2) Between Wave 1 2 Coherence Coherence CG1 CG3 0.048
Cov(DM2_1, DG2_2) Between Wave 1 2 Direction Direction DM2 DG2 -0.048
Cov(SS1_2, DP3_2) Within Wave 2 2 Significance Direction SS1 DP3 0.048
Cov(CG3_2, SO1_2) Within Wave 2 2 Coherence Significance CG3 SO1 -0.048
Cov(DG1_1, CG2_2) Between Wave 1 2 Direction Coherence DG1 CG2 -0.048
Cov(CI2_1, DM3_1) Within Wave 1 1 Coherence Direction CI2 DM3 -0.047
Cov(CG1_2, CI1_2) Within Wave 2 2 Coherence Coherence CG1 CI1 -0.047
Cov(CI1_2, SO1_2) Within Wave 2 2 Coherence Significance CI1 SO1 -0.047
Cov(CI2_1, CI3_1) Within Wave 1 1 Coherence Coherence CI2 CI3 0.047
Cov(CG3_2, DM3_2) Within Wave 2 2 Coherence Direction CG3 DM3 -0.047
Cov(CG2_1, SO3_2) Between Wave 1 2 Coherence Significance CG2 SO3 -0.047
Cov(DM1_1, CG3_2) Between Wave 1 2 Direction Coherence DM1 CG3 0.047
Cov(DG2_1, DM2_2) Between Wave 1 2 Direction Direction DG2 DM2 -0.046
Cov(SS1_2, DM2_2) Within Wave 2 2 Significance Direction SS1 DM2 -0.046
Cov(CI3_1, SS2_1) Within Wave 1 1 Coherence Significance CI3 SS2 0.046
Cov(DP1_1, DG2_1) Within Wave 1 1 Direction Direction DP1 DG2 -0.046
Cov(CG2_2, SS1_2) Within Wave 2 2 Coherence Significance CG2 SS1 -0.046
Cov(CG2_2, DP1_2) Within Wave 2 2 Coherence Direction CG2 DP1 -0.046
Cov(SS1_1, DG3_1) Within Wave 1 1 Significance Direction SS1 DG3 -0.046
Cov(CG2_1, DP1_1) Within Wave 1 1 Coherence Direction CG2 DP1 -0.046
Cov(SS3_1, DG3_1) Within Wave 1 1 Significance Direction SS3 DG3 -0.046
Cov(CG2_1, CG3_2) Between Wave 1 2 Coherence Coherence CG2 CG3 0.046
Cov(CG2_1, CG1_2) Between Wave 1 2 Coherence Coherence CG2 CG1 0.046
Cov(CI3_1, DP3_1) Within Wave 1 1 Coherence Direction CI3 DP3 0.046
Cov(DG3_1, CG3_2) Between Wave 1 2 Direction Coherence DG3 CG3 -0.046
Cov(CI1_1, DG2_2) Between Wave 1 2 Coherence Direction CI1 DG2 -0.046
Cov(CI2_1, DP3_1) Within Wave 1 1 Coherence Direction CI2 DP3 0.046
Cov(DP1_2, DG1_2) Within Wave 2 2 Direction Direction DP1 DG1 -0.046
Cov(CI2_1, DM2_1) Within Wave 1 1 Coherence Direction CI2 DM2 -0.046
Cov(CG2_2, DM2_2) Within Wave 2 2 Coherence Direction CG2 DM2 -0.045
Cov(CI2_2, DP2_2) Within Wave 2 2 Coherence Direction CI2 DP2 0.045
Cov(CG2_1, CI2_2) Between Wave 1 2 Coherence Coherence CG2 CI2 -0.045
Cov(CI3_2, SO3_2) Within Wave 2 2 Coherence Significance CI3 SO3 -0.045
Cov(DG1_1, SO3_2) Between Wave 1 2 Direction Significance DG1 SO3 0.045
Cov(CI3_1, SO3_1) Within Wave 1 1 Coherence Significance CI3 SO3 -0.045
Cov(DP3_1, SS3_2) Between Wave 1 2 Direction Significance DP3 SS3 -0.045
Cov(CI2_2, SS3_2) Within Wave 2 2 Coherence Significance CI2 SS3 0.045
Cov(CG1_1, DM3_2) Between Wave 1 2 Coherence Direction CG1 DM3 -0.045
Cov(CI2_1, SO1_1) Within Wave 1 1 Coherence Significance CI2 SO1 0.044
Cov(CG3_1, DM1_2) Between Wave 1 2 Coherence Direction CG3 DM1 0.044
Cov(CI3_1, SS3_2) Between Wave 1 2 Coherence Significance CI3 SS3 0.044
Cov(CG1_1, CG2_2) Between Wave 1 2 Coherence Coherence CG1 CG2 0.044
Cov(SS1_2, DM3_2) Within Wave 2 2 Significance Direction SS1 DM3 -0.044
Cov(CI3_2, DP2_2) Within Wave 2 2 Coherence Direction CI3 DP2 0.044
Cov(DP2_1, DM1_2) Between Wave 1 2 Direction Direction DP2 DM1 0.044
Cov(SS3_1, CG3_2) Between Wave 1 2 Significance Coherence SS3 CG3 0.044
Cov(SO3_1, DG2_1) Within Wave 1 1 Significance Direction SO3 DG2 -0.044
Cov(CG1_1, DM2_1) Within Wave 1 1 Coherence Direction CG1 DM2 -0.043
Cov(SO2_1, DM3_1) Within Wave 1 1 Significance Direction SO2 DM3 -0.043
Cov(CI3_1, SO3_2) Between Wave 1 2 Coherence Significance CI3 SO3 -0.043
Cov(SS2_1, DG1_1) Within Wave 1 1 Significance Direction SS2 DG1 -0.043
Cov(CG2_1, DM2_1) Within Wave 1 1 Coherence Direction CG2 DM2 -0.043
Cov(SS1_1, DP1_2) Between Wave 1 2 Significance Direction SS1 DP1 0.043
Cov(SS1_1, DG1_1) Within Wave 1 1 Significance Direction SS1 DG1 -0.043
Cov(CG3_1, CI3_2) Between Wave 1 2 Coherence Coherence CG3 CI3 0.043
Cov(SO3_1, DG3_1) Within Wave 1 1 Significance Direction SO3 DG3 -0.043
Cov(CG1_1, DP2_2) Between Wave 1 2 Coherence Direction CG1 DP2 0.043
Cov(DG1_1, DM2_2) Between Wave 1 2 Direction Direction DG1 DM2 -0.043
Cov(DP2_1, CG3_2) Between Wave 1 2 Direction Coherence DP2 CG3 0.042
Cov(SS1_2, DG2_2) Within Wave 2 2 Significance Direction SS1 DG2 -0.042
Cov(CI1_1, DP1_1) Within Wave 1 1 Coherence Direction CI1 DP1 0.042
Cov(SO3_2, DM3_2) Within Wave 2 2 Significance Direction SO3 DM3 -0.042
Cov(CG1_2, DP1_2) Within Wave 2 2 Coherence Direction CG1 DP1 -0.042
Cov(DM3_1, DM2_2) Between Wave 1 2 Direction Direction DM3 DM2 0.042
Cov(SS1_1, DP1_1) Within Wave 1 1 Significance Direction SS1 DP1 0.042
Cov(DP1_1, DG3_1) Within Wave 1 1 Direction Direction DP1 DG3 -0.042
Cov(CG1_1, SO3_2) Between Wave 1 2 Coherence Significance CG1 SO3 -0.042
Cov(CG2_1, SO2_2) Between Wave 1 2 Coherence Significance CG2 SO2 -0.042
Cov(SS1_1, DP2_2) Between Wave 1 2 Significance Direction SS1 DP2 0.042
Cov(CI1_1, SO1_1) Within Wave 1 1 Coherence Significance CI1 SO1 -0.042
Cov(SO3_1, CG3_2) Between Wave 1 2 Significance Coherence SO3 CG3 -0.041
Cov(SS2_2, SO3_2) Within Wave 2 2 Significance Significance SS2 SO3 -0.041
Cov(DM3_1, DP2_1) Within Wave 1 1 Direction Direction DM3 DP2 -0.041
Cov(SO1_1, DM3_2) Between Wave 1 2 Significance Direction SO1 DM3 -0.041
Cov(DM1_1, DP2_1) Within Wave 1 1 Direction Direction DM1 DP2 -0.041
Cov(SO2_1, CG2_2) Between Wave 1 2 Significance Coherence SO2 CG2 -0.041
Cov(SS3_1, DP2_1) Within Wave 1 1 Significance Direction SS3 DP2 0.041
Cov(CG3_1, SO1_2) Between Wave 1 2 Coherence Significance CG3 SO1 -0.041
Cov(DP2_1, SO1_2) Between Wave 1 2 Direction Significance DP2 SO1 -0.040
Cov(CI1_1, CI2_2) Between Wave 1 2 Coherence Coherence CI1 CI2 -0.040
Cov(DM3_1, DM1_2) Between Wave 1 2 Direction Direction DM3 DM1 0.040
Cov(DM3_1, CG2_2) Between Wave 1 2 Direction Coherence DM3 CG2 -0.040
Cov(DG2_1, DM3_2) Between Wave 1 2 Direction Direction DG2 DM3 -0.040
Cov(DM3_1, CG1_2) Between Wave 1 2 Direction Coherence DM3 CG1 -0.040
Cov(SS3_1, DG3_2) Between Wave 1 2 Significance Direction SS3 DG3 -0.040
Cov(CG1_2, SS1_2) Within Wave 2 2 Coherence Significance CG1 SS1 -0.040
Cov(CI2_1, DP2_1) Within Wave 1 1 Coherence Direction CI2 DP2 0.040
Cov(SO1_1, SS3_2) Between Wave 1 2 Significance Significance SO1 SS3 -0.040
Cov(CI2_2, DM3_2) Within Wave 2 2 Coherence Direction CI2 DM3 -0.040
Cov(DP1_1, SS1_2) Between Wave 1 2 Direction Significance DP1 SS1 0.039
Cov(SO2_1, SS3_2) Between Wave 1 2 Significance Significance SO2 SS3 -0.039
Cov(CG3_1, DM3_1) Within Wave 1 1 Coherence Direction CG3 DM3 -0.039
Cov(CI2_1, SO2_2) Between Wave 1 2 Coherence Significance CI2 SO2 0.039
Cov(CI1_1, SO2_1) Within Wave 1 1 Coherence Significance CI1 SO2 -0.039
Cov(CG2_1, SS2_1) Within Wave 1 1 Coherence Significance CG2 SS2 -0.039
Cov(CI1_2, CI2_2) Within Wave 2 2 Coherence Coherence CI1 CI2 -0.038
Cov(CG3_1, SO2_1) Within Wave 1 1 Coherence Significance CG3 SO2 -0.038
Cov(SS3_1, SO2_2) Between Wave 1 2 Significance Significance SS3 SO2 -0.038
Cov(CG3_2, DM1_2) Within Wave 2 2 Coherence Direction CG3 DM1 0.038
Cov(SS3_1, DG1_1) Within Wave 1 1 Significance Direction SS3 DG1 -0.038
Cov(CI3_1, DP1_2) Between Wave 1 2 Coherence Direction CI3 DP1 0.037
Cov(SS2_2, DM3_2) Within Wave 2 2 Significance Direction SS2 DM3 -0.037
Cov(DP2_1, CI3_2) Between Wave 1 2 Direction Coherence DP2 CI3 0.037
Cov(SS1_1, SO1_2) Between Wave 1 2 Significance Significance SS1 SO1 -0.037
Cov(CG2_2, CG3_2) Within Wave 2 2 Coherence Coherence CG2 CG3 0.037
Cov(CI1_2, DG1_2) Within Wave 2 2 Coherence Direction CI1 DG1 -0.037
Cov(CG3_1, DP2_2) Between Wave 1 2 Coherence Direction CG3 DP2 0.037
Cov(SO1_2, DP1_2) Within Wave 2 2 Significance Direction SO1 DP1 0.037
Cov(DM3_1, DG1_2) Between Wave 1 2 Direction Direction DM3 DG1 -0.037
Cov(DG1_1, DM3_2) Between Wave 1 2 Direction Direction DG1 DM3 -0.037
Cov(DM1_1, CI1_2) Between Wave 1 2 Direction Coherence DM1 CI1 0.037
Cov(DP2_1, DM3_2) Between Wave 1 2 Direction Direction DP2 DM3 -0.037
Cov(DP2_1, DG3_2) Between Wave 1 2 Direction Direction DP2 DG3 -0.037
Cov(SO3_1, CI2_2) Between Wave 1 2 Significance Coherence SO3 CI2 -0.037
Cov(SS3_1, DG1_2) Between Wave 1 2 Significance Direction SS3 DG1 -0.036
Cov(CI2_1, DM3_2) Between Wave 1 2 Coherence Direction CI2 DM3 -0.036
Cov(SO2_1, DG2_1) Within Wave 1 1 Significance Direction SO2 DG2 -0.036
Cov(DG3_1, CI1_2) Between Wave 1 2 Direction Coherence DG3 CI1 -0.036
Cov(SS1_1, CI1_2) Between Wave 1 2 Significance Coherence SS1 CI1 0.036
Cov(DM2_2, DP1_2) Within Wave 2 2 Direction Direction DM2 DP1 -0.036
Cov(CI3_2, SS3_2) Within Wave 2 2 Coherence Significance CI3 SS3 0.036
Cov(DG1_1, DM1_2) Between Wave 1 2 Direction Direction DG1 DM1 -0.036
Cov(DP1_1, SS2_2) Between Wave 1 2 Direction Significance DP1 SS2 0.035
Cov(CG1_1, DP2_1) Within Wave 1 1 Coherence Direction CG1 DP2 0.035
Cov(SS3_1, CG2_2) Between Wave 1 2 Significance Coherence SS3 CG2 0.035
Cov(CI1_1, DG3_1) Within Wave 1 1 Coherence Direction CI1 DG3 -0.035
Cov(SS1_1, DP3_2) Between Wave 1 2 Significance Direction SS1 DP3 0.035
Cov(SS1_1, SS3_1) Within Wave 1 1 Significance Significance SS1 SS3 -0.035
Cov(CI2_2, DM2_2) Within Wave 2 2 Coherence Direction CI2 DM2 -0.035
Cov(SS2_1, DM3_2) Between Wave 1 2 Significance Direction SS2 DM3 -0.035
Cov(SS1_2, DP1_2) Within Wave 2 2 Significance Direction SS1 DP1 0.035
Cov(DP2_1, DM2_2) Between Wave 1 2 Direction Direction DP2 DM2 -0.035
Cov(DM3_1, DP3_2) Between Wave 1 2 Direction Direction DM3 DP3 -0.034
Cov(CI3_1, DM1_2) Between Wave 1 2 Coherence Direction CI3 DM1 0.034
Cov(DG3_1, SS1_2) Between Wave 1 2 Direction Significance DG3 SS1 -0.034
Cov(SO2_1, DM2_2) Between Wave 1 2 Significance Direction SO2 DM2 -0.034
Cov(CI3_1, SS1_2) Between Wave 1 2 Coherence Significance CI3 SS1 0.034
Cov(CG2_1, DP2_2) Between Wave 1 2 Coherence Direction CG2 DP2 0.034
Cov(CI2_2, CI3_2) Within Wave 2 2 Coherence Coherence CI2 CI3 0.034
Cov(DM1_1, DM3_1) Within Wave 1 1 Direction Direction DM1 DM3 -0.034
Cov(CI2_1, CI1_2) Between Wave 1 2 Coherence Coherence CI2 CI1 -0.034
Cov(CI1_2, SO3_2) Within Wave 2 2 Coherence Significance CI1 SO3 -0.034
Cov(SO2_1, SS1_2) Between Wave 1 2 Significance Significance SO2 SS1 0.034
Cov(CG1_1, DM2_2) Between Wave 1 2 Coherence Direction CG1 DM2 -0.034
Cov(SS2_1, SO1_1) Within Wave 1 1 Significance Significance SS2 SO1 0.034
Cov(CG3_1, DG3_2) Between Wave 1 2 Coherence Direction CG3 DG3 -0.033
Cov(CI2_1, DP1_1) Within Wave 1 1 Coherence Direction CI2 DP1 0.033
Cov(CI2_1, DG2_1) Within Wave 1 1 Coherence Direction CI2 DG2 0.033
Cov(SS1_1, DM1_2) Between Wave 1 2 Significance Direction SS1 DM1 0.033
Cov(DP1_1, CG3_2) Between Wave 1 2 Direction Coherence DP1 CG3 0.033
Cov(CI2_2, SO3_2) Within Wave 2 2 Coherence Significance CI2 SO3 -0.033
Cov(CI3_2, SS2_2) Within Wave 2 2 Coherence Significance CI3 SS2 0.033
Cov(DG1_1, CG1_2) Between Wave 1 2 Direction Coherence DG1 CG1 -0.033
Cov(SS2_1, CG2_2) Between Wave 1 2 Significance Coherence SS2 CG2 -0.033
Cov(DP1_1, DP2_2) Between Wave 1 2 Direction Direction DP1 DP2 0.033
Cov(SS2_1, CG1_2) Between Wave 1 2 Significance Coherence SS2 CG1 -0.033
Cov(CG3_2, DP3_2) Within Wave 2 2 Coherence Direction CG3 DP3 -0.032
Cov(DM1_2, DM3_2) Within Wave 2 2 Direction Direction DM1 DM3 -0.032
Cov(CI1_1, SS2_1) Within Wave 1 1 Coherence Significance CI1 SS2 0.032
Cov(CI1_1, DM3_1) Within Wave 1 1 Coherence Direction CI1 DM3 -0.032
Cov(CG3_1, DG2_1) Within Wave 1 1 Coherence Direction CG3 DG2 -0.032
Cov(DG1_1, SS3_2) Between Wave 1 2 Direction Significance DG1 SS3 -0.032
Cov(DG2_1, CI1_2) Between Wave 1 2 Direction Coherence DG2 CI1 -0.032
Cov(CI3_1, SO1_2) Between Wave 1 2 Coherence Significance CI3 SO1 0.032
Cov(SO3_1, SS2_2) Between Wave 1 2 Significance Significance SO3 SS2 -0.031
Cov(SO1_1, DP1_1) Within Wave 1 1 Significance Direction SO1 DP1 0.031
Cov(CI1_1, SO1_2) Between Wave 1 2 Coherence Significance CI1 SO1 -0.031
Cov(SO1_1, DG2_1) Within Wave 1 1 Significance Direction SO1 DG2 0.031
Cov(CG3_2, CI3_2) Within Wave 2 2 Coherence Coherence CG3 CI3 0.031
Cov(SS2_1, DG3_2) Between Wave 1 2 Significance Direction SS2 DG3 -0.031
Cov(SS3_2, DP1_2) Within Wave 2 2 Significance Direction SS3 DP1 0.031
Cov(CI3_1, DM1_1) Within Wave 1 1 Coherence Direction CI3 DM1 0.031
Cov(CI3_2, DM1_2) Within Wave 2 2 Coherence Direction CI3 DM1 0.031
Cov(SS3_2, DP3_2) Within Wave 2 2 Significance Direction SS3 DP3 -0.030
Cov(CI3_2, DG3_2) Within Wave 2 2 Coherence Direction CI3 DG3 0.030
Cov(DP2_1, CG1_2) Between Wave 1 2 Direction Coherence DP2 CG1 0.029
Cov(SO3_2, DM2_2) Within Wave 2 2 Significance Direction SO3 DM2 -0.029
Cov(CI2_1, SO1_2) Between Wave 1 2 Coherence Significance CI2 SO1 0.029
Cov(SO2_1, DM2_1) Within Wave 1 1 Significance Direction SO2 DM2 -0.029
Cov(DG1_1, SO1_2) Between Wave 1 2 Direction Significance DG1 SO1 0.029
Cov(SS2_1, DP2_2) Between Wave 1 2 Significance Direction SS2 DP2 -0.029
Cov(DP1_2, DG2_2) Within Wave 2 2 Direction Direction DP1 DG2 -0.029
Cov(CG2_2, SS2_2) Within Wave 2 2 Coherence Significance CG2 SS2 -0.029
Cov(CG2_1, DP2_1) Within Wave 1 1 Coherence Direction CG2 DP2 0.029
Cov(DM2_1, CI2_2) Between Wave 1 2 Direction Coherence DM2 CI2 -0.029
Cov(DP1_1, DM3_2) Between Wave 1 2 Direction Direction DP1 DM3 -0.029
Cov(DP1_1, DM2_2) Between Wave 1 2 Direction Direction DP1 DM2 -0.029
Cov(CG3_2, DM2_2) Within Wave 2 2 Coherence Direction CG3 DM2 -0.028
Cov(SO3_1, DM1_2) Between Wave 1 2 Significance Direction SO3 DM1 0.028
Cov(DP2_1, SS1_2) Between Wave 1 2 Direction Significance DP2 SS1 0.028
Cov(CI3_2, DP3_2) Within Wave 2 2 Coherence Direction CI3 DP3 0.028
Cov(SO2_1, DM1_1) Within Wave 1 1 Significance Direction SO2 DM1 0.028
Cov(CI1_1, DP3_1) Within Wave 1 1 Coherence Direction CI1 DP3 -0.028
Cov(DG3_1, CI3_2) Between Wave 1 2 Direction Coherence DG3 CI3 0.028
Cov(SO3_1, DG1_2) Between Wave 1 2 Significance Direction SO3 DG1 0.028
Cov(CG3_2, CI1_2) Within Wave 2 2 Coherence Coherence CG3 CI1 -0.028
Cov(SS1_1, CG3_2) Between Wave 1 2 Significance Coherence SS1 CG3 0.028
Cov(DG2_1, CI3_2) Between Wave 1 2 Direction Coherence DG2 CI3 0.028
Cov(SO3_1, SS1_2) Between Wave 1 2 Significance Significance SO3 SS1 -0.027
Cov(SO2_1, DP2_1) Within Wave 1 1 Significance Direction SO2 DP2 -0.027
Cov(DM2_1, SO1_2) Between Wave 1 2 Direction Significance DM2 SO1 -0.027
Cov(SS2_2, SO2_2) Within Wave 2 2 Significance Significance SS2 SO2 -0.027
Cov(SO2_1, DM3_2) Between Wave 1 2 Significance Direction SO2 DM3 -0.027
Cov(SS2_1, CI3_2) Between Wave 1 2 Significance Coherence SS2 CI3 0.027
Cov(DP3_1, SO1_2) Between Wave 1 2 Direction Significance DP3 SO1 0.027
Cov(DP2_1, CG2_2) Between Wave 1 2 Direction Coherence DP2 CG2 0.027
Cov(CI2_1, SO3_1) Within Wave 1 1 Coherence Significance CI2 SO3 0.027
Cov(SS2_2, DP1_2) Within Wave 2 2 Significance Direction SS2 DP1 0.027
Cov(CG1_1, DP1_2) Between Wave 1 2 Coherence Direction CG1 DP1 -0.027
Cov(CI2_1, SS3_2) Between Wave 1 2 Coherence Significance CI2 SS3 -0.026
Cov(CI2_1, CI3_2) Between Wave 1 2 Coherence Coherence CI2 CI3 0.026
Cov(SO2_1, CG3_2) Between Wave 1 2 Significance Coherence SO2 CG3 -0.026
Cov(CI2_1, CG3_2) Between Wave 1 2 Coherence Coherence CI2 CG3 0.026
Cov(DP2_1, SS3_2) Between Wave 1 2 Direction Significance DP2 SS3 0.026
Cov(DP1_1, SS3_2) Between Wave 1 2 Direction Significance DP1 SS3 0.026
Cov(SS1_2, DG3_2) Within Wave 2 2 Significance Direction SS1 DG3 -0.026
Cov(SS2_1, SO2_1) Within Wave 1 1 Significance Significance SS2 SO2 -0.026
Cov(DP3_1, CI3_2) Between Wave 1 2 Direction Coherence DP3 CI3 0.026
Cov(DG2_1, CG3_2) Between Wave 1 2 Direction Coherence DG2 CG3 -0.026
Cov(CI2_1, DG3_2) Between Wave 1 2 Coherence Direction CI2 DG3 -0.026
Cov(CG2_1, DP1_2) Between Wave 1 2 Coherence Direction CG2 DP1 -0.026
Cov(SS1_2, SS3_2) Within Wave 2 2 Significance Significance SS1 SS3 -0.025
Cov(CI1_1, SS1_1) Within Wave 1 1 Coherence Significance CI1 SS1 0.025
Cov(CI1_1, DP1_2) Between Wave 1 2 Coherence Direction CI1 DP1 0.025
Cov(SS2_1, SS3_2) Between Wave 1 2 Significance Significance SS2 SS3 -0.025
Cov(CG1_1, CI1_1) Within Wave 1 1 Coherence Coherence CG1 CI1 -0.025
Cov(CG2_1, DM3_2) Between Wave 1 2 Coherence Direction CG2 DM3 -0.025
Cov(SO1_1, DG1_1) Within Wave 1 1 Significance Direction SO1 DG1 -0.025
Cov(DP1_1, SO3_2) Between Wave 1 2 Direction Significance DP1 SO3 0.025
Cov(SO1_2, DM2_2) Within Wave 2 2 Significance Direction SO1 DM2 -0.025
Cov(CI2_1, DM1_2) Between Wave 1 2 Coherence Direction CI2 DM1 -0.025
Cov(SO1_1, DG3_1) Within Wave 1 1 Significance Direction SO1 DG3 0.024
Cov(DG1_1, SO2_2) Between Wave 1 2 Direction Significance DG1 SO2 0.024
Cov(CI3_1, DG1_2) Between Wave 1 2 Coherence Direction CI3 DG1 -0.024
Cov(SS2_1, DG3_1) Within Wave 1 1 Significance Direction SS2 DG3 -0.024
Cov(SS3_1, CI3_2) Between Wave 1 2 Significance Coherence SS3 CI3 0.024
Cov(CG3_1, DP1_1) Within Wave 1 1 Coherence Direction CG3 DP1 0.024
Cov(SO3_1, CI3_2) Between Wave 1 2 Significance Coherence SO3 CI3 -0.024
Cov(DG3_1, SO3_2) Between Wave 1 2 Direction Significance DG3 SO3 -0.024
Cov(CG3_1, DP1_2) Between Wave 1 2 Coherence Direction CG3 DP1 0.024
Cov(SO1_1, CI2_2) Between Wave 1 2 Significance Coherence SO1 CI2 0.024
Cov(CI3_1, CG2_2) Between Wave 1 2 Coherence Coherence CI3 CG2 -0.024
Cov(CI3_1, DG2_1) Within Wave 1 1 Coherence Direction CI3 DG2 0.023
Cov(CI3_2, DM2_2) Within Wave 2 2 Coherence Direction CI3 DM2 0.023
Cov(SS1_2, DP2_2) Within Wave 2 2 Significance Direction SS1 DP2 0.023
Cov(SS1_1, CG1_2) Between Wave 1 2 Significance Coherence SS1 CG1 -0.023
Cov(SO1_2, DG3_2) Within Wave 2 2 Significance Direction SO1 DG3 0.023
Cov(CI2_1, DM1_1) Within Wave 1 1 Coherence Direction CI2 DM1 0.023
Cov(DP1_1, DP3_2) Between Wave 1 2 Direction Direction DP1 DP3 0.023
Cov(SS3_1, DP3_2) Between Wave 1 2 Significance Direction SS3 DP3 -0.023
Cov(SS2_2, DP3_2) Within Wave 2 2 Significance Direction SS2 DP3 0.023
Cov(CG2_1, CG3_1) Within Wave 1 1 Coherence Coherence CG2 CG3 0.023
Cov(SO2_1, DG3_1) Within Wave 1 1 Significance Direction SO2 DG3 -0.022
Cov(SO1_1, CI3_2) Between Wave 1 2 Significance Coherence SO1 CI3 0.022
Cov(CI1_1, SS2_2) Between Wave 1 2 Coherence Significance CI1 SS2 0.022
Cov(DP1_1, DM1_2) Between Wave 1 2 Direction Direction DP1 DM1 0.022
Cov(DM1_1, DM2_2) Between Wave 1 2 Direction Direction DM1 DM2 0.022
Cov(CG3_1, SO3_2) Between Wave 1 2 Coherence Significance CG3 SO3 -0.022
Cov(CI2_2, DG1_2) Within Wave 2 2 Coherence Direction CI2 DG1 0.022
Cov(SS1_1, DG1_2) Between Wave 1 2 Significance Direction SS1 DG1 0.022
Cov(CG2_1, CI1_2) Between Wave 1 2 Coherence Coherence CG2 CI1 -0.022
Cov(CG1_1, CG3_1) Within Wave 1 1 Coherence Coherence CG1 CG3 0.022
Cov(CI1_1, SO3_2) Between Wave 1 2 Coherence Significance CI1 SO3 -0.022
Cov(SS1_1, CI3_2) Between Wave 1 2 Significance Coherence SS1 CI3 0.022
Cov(CI3_1, DG1_1) Within Wave 1 1 Coherence Direction CI3 DG1 -0.022
Cov(CI2_2, SO2_2) Within Wave 2 2 Coherence Significance CI2 SO2 0.022
Cov(SS1_1, DG3_2) Between Wave 1 2 Significance Direction SS1 DG3 -0.022
Cov(SS3_1, SS2_2) Between Wave 1 2 Significance Significance SS3 SS2 -0.022
Cov(DP2_1, SO2_2) Between Wave 1 2 Direction Significance DP2 SO2 -0.022
Cov(SS2_1, SS1_2) Between Wave 1 2 Significance Significance SS2 SS1 0.022
Cov(SO2_2, DM1_2) Within Wave 2 2 Significance Direction SO2 DM1 0.021
Cov(DP2_1, DG1_1) Within Wave 1 1 Direction Direction DP2 DG1 -0.021
Cov(SO2_2, DG2_2) Within Wave 2 2 Significance Direction SO2 DG2 -0.021
Cov(DM3_1, DG2_2) Between Wave 1 2 Direction Direction DM3 DG2 -0.021
Cov(SO2_1, CI3_2) Between Wave 1 2 Significance Coherence SO2 CI3 -0.021
Cov(DM2_1, DP1_2) Between Wave 1 2 Direction Direction DM2 DP1 -0.021
Cov(DG3_1, SS2_2) Between Wave 1 2 Direction Significance DG3 SS2 -0.021
Cov(SS3_1, DP1_1) Within Wave 1 1 Significance Direction SS3 DP1 0.021
Cov(DG1_1, CI2_2) Between Wave 1 2 Direction Coherence DG1 CI2 -0.021
Cov(CG3_1, DG2_2) Between Wave 1 2 Coherence Direction CG3 DG2 -0.021
Cov(DM3_2, DP1_2) Within Wave 2 2 Direction Direction DM3 DP1 0.021
Cov(SS2_2, DM2_2) Within Wave 2 2 Significance Direction SS2 DM2 -0.020
Cov(SO2_1, DP3_1) Within Wave 1 1 Significance Direction SO2 DP3 -0.020
Cov(SO3_2, DG1_2) Within Wave 2 2 Significance Direction SO3 DG1 0.020
Cov(DM3_1, SS1_2) Between Wave 1 2 Direction Significance DM3 SS1 -0.020
Cov(CI3_2, SO1_2) Within Wave 2 2 Coherence Significance CI3 SO1 -0.020
Cov(CI2_1, DP2_2) Between Wave 1 2 Coherence Direction CI2 DP2 -0.020
Cov(SS1_1, SO2_2) Between Wave 1 2 Significance Significance SS1 SO2 0.020
Cov(DP1_1, CG1_2) Between Wave 1 2 Direction Coherence DP1 CG1 -0.019
Cov(SO2_1, DP1_1) Within Wave 1 1 Significance Direction SO2 DP1 -0.019
Cov(SO2_2, DG3_2) Within Wave 2 2 Significance Direction SO2 DG3 -0.019
Cov(CG3_1, SO3_1) Within Wave 1 1 Coherence Significance CG3 SO3 -0.019
Cov(DP1_1, SO1_2) Between Wave 1 2 Direction Significance DP1 SO1 0.019
Cov(SO1_1, DG3_2) Between Wave 1 2 Significance Direction SO1 DG3 -0.019
Cov(SS3_1, SS1_2) Between Wave 1 2 Significance Significance SS3 SS1 -0.019
Cov(CG1_2, SS3_2) Within Wave 2 2 Coherence Significance CG1 SS3 0.019
Cov(DM2_1, SO2_2) Between Wave 1 2 Direction Significance DM2 SO2 -0.019
Cov(SS2_1, DP1_2) Between Wave 1 2 Significance Direction SS2 DP1 -0.019
Cov(SO3_1, DP3_2) Between Wave 1 2 Significance Direction SO3 DP3 -0.019
Cov(DM3_1, SO2_2) Between Wave 1 2 Direction Significance DM3 SO2 -0.019
Cov(DG3_1, DP2_2) Between Wave 1 2 Direction Direction DG3 DP2 -0.018
Cov(SS1_1, CI2_2) Between Wave 1 2 Significance Coherence SS1 CI2 0.018
Cov(DP1_1, CG2_2) Between Wave 1 2 Direction Coherence DP1 CG2 -0.018
Cov(CG1_2, DP2_2) Within Wave 2 2 Coherence Direction CG1 DP2 0.018
Cov(CG3_2, DP2_2) Within Wave 2 2 Coherence Direction CG3 DP2 0.018
Cov(DG1_1, DP2_2) Between Wave 1 2 Direction Direction DG1 DP2 0.018
Cov(SO2_1, DG3_2) Between Wave 1 2 Significance Direction SO2 DG3 0.018
Cov(DG3_1, DP1_2) Between Wave 1 2 Direction Direction DG3 DP1 -0.018
Cov(SO3_1, DP3_1) Within Wave 1 1 Significance Direction SO3 DP3 -0.018
Cov(DP3_1, SS2_2) Between Wave 1 2 Direction Significance DP3 SS2 -0.018
Cov(SS1_1, SO2_1) Within Wave 1 1 Significance Significance SS1 SO2 0.018
Cov(SS2_1, DM3_1) Within Wave 1 1 Significance Direction SS2 DM3 -0.018
Cov(SO1_1, CG3_2) Between Wave 1 2 Significance Coherence SO1 CG3 -0.018
Cov(SS1_1, DP3_1) Within Wave 1 1 Significance Direction SS1 DP3 0.018
Cov(SS2_1, SO3_2) Between Wave 1 2 Significance Significance SS2 SO3 -0.018
Cov(DG2_1, DP1_2) Between Wave 1 2 Direction Direction DG2 DP1 0.018
Cov(SO3_2, DG3_2) Within Wave 2 2 Significance Direction SO3 DG3 -0.018
Cov(SO3_1, DP1_2) Between Wave 1 2 Significance Direction SO3 DP1 -0.018
Cov(CI1_1, CG3_2) Between Wave 1 2 Coherence Coherence CI1 CG3 0.018
Cov(DM2_1, CI3_2) Between Wave 1 2 Direction Coherence DM2 CI3 0.017
Cov(DG1_1, DP1_2) Between Wave 1 2 Direction Direction DG1 DP1 0.017
Cov(CG2_1, DM2_2) Between Wave 1 2 Coherence Direction CG2 DM2 -0.017
Cov(CG2_1, SS1_1) Within Wave 1 1 Coherence Significance CG2 SS1 -0.017
Cov(DP1_1, DG1_2) Between Wave 1 2 Direction Direction DP1 DG1 0.017
Cov(CG3_2, SS3_2) Within Wave 2 2 Coherence Significance CG3 SS3 0.017
Cov(SS2_1, SS3_1) Within Wave 1 1 Significance Significance SS2 SS3 0.017
Cov(SS2_2, SS3_2) Within Wave 2 2 Significance Significance SS2 SS3 -0.016
Cov(DP2_1, DP3_1) Within Wave 1 1 Direction Direction DP2 DP3 -0.016
Cov(DM1_1, DM3_2) Between Wave 1 2 Direction Direction DM1 DM3 -0.016
Cov(SO3_2, DP3_2) Within Wave 2 2 Significance Direction SO3 DP3 -0.016
Cov(DM3_1, DP1_1) Within Wave 1 1 Direction Direction DM3 DP1 0.016
Cov(SO1_2, DG1_2) Within Wave 2 2 Significance Direction SO1 DG1 0.016
Cov(CG2_1, SS2_2) Between Wave 1 2 Coherence Significance CG2 SS2 0.016
Cov(SO2_1, CI2_2) Between Wave 1 2 Significance Coherence SO2 CI2 0.016
Cov(SS2_1, DG1_2) Between Wave 1 2 Significance Direction SS2 DG1 -0.016
Cov(SS3_1, CI2_2) Between Wave 1 2 Significance Coherence SS3 CI2 -0.016
Cov(SO3_1, DP2_2) Between Wave 1 2 Significance Direction SO3 DP2 -0.016
Cov(CI3_1, CG1_2) Between Wave 1 2 Coherence Coherence CI3 CG1 -0.016
Cov(CI3_2, DG2_2) Within Wave 2 2 Coherence Direction CI3 DG2 0.016
Cov(DM3_1, CG3_2) Between Wave 1 2 Direction Coherence DM3 CG3 -0.016
Cov(SO2_2, DP2_2) Within Wave 2 2 Significance Direction SO2 DP2 -0.016
Cov(SS2_2, DG2_2) Within Wave 2 2 Significance Direction SS2 DG2 0.016
Cov(CG1_1, SS1_2) Between Wave 1 2 Coherence Significance CG1 SS1 -0.016
Cov(SS1_1, DG2_2) Between Wave 1 2 Significance Direction SS1 DG2 -0.016
Cov(DP3_1, CG3_2) Between Wave 1 2 Direction Coherence DP3 CG3 0.016
Cov(SS2_1, DG2_2) Between Wave 1 2 Significance Direction SS2 DG2 0.015
Cov(CI1_1, CI3_2) Between Wave 1 2 Coherence Coherence CI1 CI3 -0.015
Cov(DP1_1, DG2_2) Between Wave 1 2 Direction Direction DP1 DG2 0.015
Cov(SS2_1, DG2_1) Within Wave 1 1 Significance Direction SS2 DG2 0.015
Cov(DM2_1, CI1_2) Between Wave 1 2 Direction Coherence DM2 CI1 0.015
Cov(SO1_2, DM1_2) Within Wave 2 2 Significance Direction SO1 DM1 -0.015
Cov(DM1_1, SO2_2) Between Wave 1 2 Direction Significance DM1 SO2 0.015
Cov(DP3_1, SO3_2) Between Wave 1 2 Direction Significance DP3 SO3 -0.015
Cov(CI3_1, SS2_2) Between Wave 1 2 Coherence Significance CI3 SS2 0.015
Cov(SS2_1, DP2_1) Within Wave 1 1 Significance Direction SS2 DP2 -0.015
Cov(DG2_1, CI2_2) Between Wave 1 2 Direction Coherence DG2 CI2 0.015
Cov(SS1_1, DM2_2) Between Wave 1 2 Significance Direction SS1 DM2 -0.015
Cov(CG3_1, CI1_2) Between Wave 1 2 Coherence Coherence CG3 CI1 -0.014
Cov(SO1_1, CI1_2) Between Wave 1 2 Significance Coherence SO1 CI1 -0.014
Cov(CG3_1, DP3_2) Between Wave 1 2 Coherence Direction CG3 DP3 -0.014
Cov(CI1_1, DP3_2) Between Wave 1 2 Coherence Direction CI1 DP3 -0.014
Cov(DG3_1, SO2_2) Between Wave 1 2 Direction Significance DG3 SO2 0.014
Cov(DG1_1, CI3_2) Between Wave 1 2 Direction Coherence DG1 CI3 0.014
Cov(CG3_1, SS1_2) Between Wave 1 2 Coherence Significance CG3 SS1 0.014
Cov(CI2_2, DG2_2) Within Wave 2 2 Coherence Direction CI2 DG2 0.014
Cov(CG1_1, CI3_2) Between Wave 1 2 Coherence Coherence CG1 CI3 -0.014
Cov(DM3_1, CI3_2) Between Wave 1 2 Direction Coherence DM3 CI3 -0.014
Cov(DP2_1, DP3_2) Between Wave 1 2 Direction Direction DP2 DP3 0.014
Cov(DG2_1, DP2_2) Between Wave 1 2 Direction Direction DG2 DP2 -0.013
Cov(SO3_1, DP2_1) Within Wave 1 1 Significance Direction SO3 DP2 -0.013
Cov(CG2_2, DP2_2) Within Wave 2 2 Coherence Direction CG2 DP2 0.013
Cov(SO3_1, DG2_2) Between Wave 1 2 Significance Direction SO3 DG2 -0.013
Cov(CI3_1, DM2_2) Between Wave 1 2 Coherence Direction CI3 DM2 -0.013
Cov(SO1_1, DP2_1) Within Wave 1 1 Significance Direction SO1 DP2 -0.013
Cov(SS2_1, DM2_1) Within Wave 1 1 Significance Direction SS2 DM2 -0.013
Cov(CG2_1, SS3_1) Within Wave 1 1 Coherence Significance CG2 SS3 0.013
Cov(DG2_1, SO2_2) Between Wave 1 2 Direction Significance DG2 SO2 0.013
Cov(SS1_1, DP2_1) Within Wave 1 1 Significance Direction SS1 DP2 0.013
Cov(DM3_1, SS3_2) Between Wave 1 2 Direction Significance DM3 SS3 -0.013
Cov(SO2_1, DP2_2) Between Wave 1 2 Significance Direction SO2 DP2 -0.013
Cov(DM1_2, DM2_2) Within Wave 2 2 Direction Direction DM1 DM2 0.013
Cov(DP2_1, DG1_2) Between Wave 1 2 Direction Direction DP2 DG1 0.013
Cov(SS1_2, SS2_2) Within Wave 2 2 Significance Significance SS1 SS2 0.013
Cov(CG3_1, DM3_2) Between Wave 1 2 Coherence Direction CG3 DM3 -0.013
Cov(DM1_2, DP2_2) Within Wave 2 2 Direction Direction DM1 DP2 -0.013
Cov(DG1_1, CI1_2) Between Wave 1 2 Direction Coherence DG1 CI1 0.013
Cov(CG3_1, DG1_2) Between Wave 1 2 Coherence Direction CG3 DG1 -0.013
Cov(CI3_1, CI2_2) Between Wave 1 2 Coherence Coherence CI3 CI2 0.013
Cov(CI2_1, DG1_1) Within Wave 1 1 Coherence Direction CI2 DG1 -0.013
Cov(SO3_2, DG2_2) Within Wave 2 2 Significance Direction SO3 DG2 -0.013
Cov(CG1_1, SS2_2) Between Wave 1 2 Coherence Significance CG1 SS2 -0.013
Cov(DM2_1, SS1_2) Between Wave 1 2 Direction Significance DM2 SS1 -0.013
Cov(SS3_2, DM3_2) Within Wave 2 2 Significance Direction SS3 DM3 -0.012
Cov(DM2_1, DM3_2) Between Wave 1 2 Direction Direction DM2 DM3 0.012
Cov(DG1_1, SS1_2) Between Wave 1 2 Direction Significance DG1 SS1 -0.012
Cov(DP3_1, CI1_2) Between Wave 1 2 Direction Coherence DP3 CI1 -0.012
Cov(SS1_1, SS2_2) Between Wave 1 2 Significance Significance SS1 SS2 0.012
Cov(DP2_1, CI2_2) Between Wave 1 2 Direction Coherence DP2 CI2 -0.012
Cov(CI1_1, DM2_1) Within Wave 1 1 Coherence Direction CI1 DM2 -0.012
Cov(SO2_1, CI1_2) Between Wave 1 2 Significance Coherence SO2 CI1 -0.012
Cov(SO2_2, DP1_2) Within Wave 2 2 Significance Direction SO2 DP1 -0.012
Cov(DP1_1, CI2_2) Between Wave 1 2 Direction Coherence DP1 CI2 0.012
Cov(CI2_1, SS3_1) Within Wave 1 1 Coherence Significance CI2 SS3 -0.012
Cov(CI3_1, SO2_2) Between Wave 1 2 Coherence Significance CI3 SO2 -0.012
Cov(DG2_1, SO3_2) Between Wave 1 2 Direction Significance DG2 SO3 0.012
Cov(SO1_2, DP2_2) Within Wave 2 2 Significance Direction SO1 DP2 -0.012
Cov(DM1_1, CI3_2) Between Wave 1 2 Direction Coherence DM1 CI3 0.012
Cov(SO2_1, DG1_2) Between Wave 1 2 Significance Direction SO2 DG1 0.012
Cov(CG1_1, CI1_2) Between Wave 1 2 Coherence Coherence CG1 CI1 -0.012
Cov(CG3_2, CI2_2) Within Wave 2 2 Coherence Coherence CG3 CI2 -0.012
Cov(CI2_1, DG1_2) Between Wave 1 2 Coherence Direction CI2 DG1 -0.011
Cov(CI3_1, DG3_1) Within Wave 1 1 Coherence Direction CI3 DG3 0.011
Cov(SO2_1, DG1_1) Within Wave 1 1 Significance Direction SO2 DG1 0.011
Cov(CG3_1, CI2_2) Between Wave 1 2 Coherence Coherence CG3 CI2 -0.011
Cov(CI3_1, DM3_1) Within Wave 1 1 Coherence Direction CI3 DM3 -0.011
Cov(DM2_1, CG2_2) Between Wave 1 2 Direction Coherence DM2 CG2 -0.011
Cov(SO1_1, DM2_2) Between Wave 1 2 Significance Direction SO1 DM2 -0.011
Cov(CI3_1, SO1_1) Within Wave 1 1 Coherence Significance CI3 SO1 0.011
Cov(SS2_1, DM1_1) Within Wave 1 1 Significance Direction SS2 DM1 0.011
Cov(SS1_1, CG2_2) Between Wave 1 2 Significance Coherence SS1 CG2 -0.011
Cov(CG3_1, CG2_2) Between Wave 1 2 Coherence Coherence CG3 CG2 -0.011
Cov(SS1_2, DM1_2) Within Wave 2 2 Significance Direction SS1 DM1 0.010
Cov(SO3_1, DM3_2) Between Wave 1 2 Significance Direction SO3 DM3 -0.010
Cov(SO1_2, DM3_2) Within Wave 2 2 Significance Direction SO1 DM3 -0.010
Cov(DG1_1, CG3_2) Between Wave 1 2 Direction Coherence DG1 CG3 -0.010
Cov(CI1_1, CG1_2) Between Wave 1 2 Coherence Coherence CI1 CG1 0.010
Cov(DM3_1, DP2_2) Between Wave 1 2 Direction Direction DM3 DP2 0.009
Cov(SS3_1, DM2_1) Within Wave 1 1 Significance Direction SS3 DM2 0.009
Cov(CI1_1, SO2_2) Between Wave 1 2 Coherence Significance CI1 SO2 -0.009
Cov(SS1_2, DG1_2) Within Wave 2 2 Significance Direction SS1 DG1 0.009
Cov(SS2_1, CG3_2) Between Wave 1 2 Significance Coherence SS2 CG3 0.009
Cov(SO2_2, DP3_2) Within Wave 2 2 Significance Direction SO2 DP3 -0.009
Cov(SO3_1, DM2_2) Between Wave 1 2 Significance Direction SO3 DM2 0.009
Cov(SO2_1, SS2_2) Between Wave 1 2 Significance Significance SO2 SS2 0.009
Cov(SS2_1, DP3_2) Between Wave 1 2 Significance Direction SS2 DP3 -0.009
Cov(CI3_1, DP3_2) Between Wave 1 2 Coherence Direction CI3 DP3 0.009
Cov(SS2_1, SO2_2) Between Wave 1 2 Significance Significance SS2 SO2 -0.009
Cov(SS2_2, DM1_2) Within Wave 2 2 Significance Direction SS2 DM1 0.009
Cov(CI1_2, DM2_2) Within Wave 2 2 Coherence Direction CI1 DM2 -0.009
Cov(SO3_2, DP1_2) Within Wave 2 2 Significance Direction SO3 DP1 -0.009
Cov(CG2_2, SS3_2) Within Wave 2 2 Coherence Significance CG2 SS3 0.008
Cov(SS3_2, DM2_2) Within Wave 2 2 Significance Direction SS3 DM2 -0.008
Cov(CI3_1, DG2_2) Between Wave 1 2 Coherence Direction CI3 DG2 -0.008
Cov(CG3_1, CI2_1) Within Wave 1 1 Coherence Coherence CG3 CI2 0.008
Cov(SS2_1, DP3_1) Within Wave 1 1 Significance Direction SS2 DP3 -0.008
Cov(DP3_1, CI2_2) Between Wave 1 2 Direction Coherence DP3 CI2 0.008
Cov(CG1_2, CG3_2) Within Wave 2 2 Coherence Coherence CG1 CG3 0.008
Cov(SO3_1, CI1_2) Between Wave 1 2 Significance Coherence SO3 CI1 -0.008
Cov(DM3_1, SS2_2) Between Wave 1 2 Direction Significance DM3 SS2 -0.008
Cov(CG3_1, DP3_1) Within Wave 1 1 Coherence Direction CG3 DP3 -0.008
Cov(CG3_1, SS2_2) Between Wave 1 2 Coherence Significance CG3 SS2 0.008
Cov(SS1_1, SO3_2) Between Wave 1 2 Significance Significance SS1 SO3 -0.008
Cov(CG3_1, DM2_2) Between Wave 1 2 Coherence Direction CG3 DM2 -0.008
Cov(DM2_1, DP2_2) Between Wave 1 2 Direction Direction DM2 DP2 0.008
Cov(CG2_1, SS1_2) Between Wave 1 2 Coherence Significance CG2 SS1 -0.008
Cov(SO2_1, DM1_2) Between Wave 1 2 Significance Direction SO2 DM1 -0.008
Cov(CI3_1, DM2_1) Within Wave 1 1 Coherence Direction CI3 DM2 0.007
Cov(DP3_1, SO2_2) Between Wave 1 2 Direction Significance DP3 SO2 -0.007
Cov(DG2_1, SS2_2) Between Wave 1 2 Direction Significance DG2 SS2 -0.007
Cov(SS1_2, SO2_2) Within Wave 2 2 Significance Significance SS1 SO2 -0.007
Cov(SO1_1, DP1_2) Between Wave 1 2 Significance Direction SO1 DP1 -0.007
Cov(CG3_1, SS3_1) Within Wave 1 1 Coherence Significance CG3 SS3 -0.007
Cov(CI2_1, DP1_2) Between Wave 1 2 Coherence Direction CI2 DP1 -0.007
Cov(SS2_2, DG3_2) Within Wave 2 2 Significance Direction SS2 DG3 -0.007
Cov(SO1_1, DP3_1) Within Wave 1 1 Significance Direction SO1 DP3 0.007
Cov(SS1_1, DM3_2) Between Wave 1 2 Significance Direction SS1 DM3 0.007
Cov(SS2_2, DP2_2) Within Wave 2 2 Significance Direction SS2 DP2 -0.007
Cov(DP2_1, SS2_2) Between Wave 1 2 Direction Significance DP2 SS2 -0.007
Cov(SS2_2, DG1_2) Within Wave 2 2 Significance Direction SS2 DG1 -0.006
Cov(DM3_1, CI1_2) Between Wave 1 2 Direction Coherence DM3 CI1 -0.006
Cov(CI1_1, DM3_2) Between Wave 1 2 Coherence Direction CI1 DM3 0.006
Cov(SS3_1, DP1_2) Between Wave 1 2 Significance Direction SS3 DP1 0.006
Cov(DM2_1, SO3_2) Between Wave 1 2 Direction Significance DM2 SO3 -0.006
Cov(DP1_1, SO2_2) Between Wave 1 2 Direction Significance DP1 SO2 0.006
Cov(CI3_1, CI1_2) Between Wave 1 2 Coherence Coherence CI3 CI1 0.006
Cov(SO1_1, DP2_2) Between Wave 1 2 Significance Direction SO1 DP2 0.006
Cov(CI2_1, SO3_2) Between Wave 1 2 Coherence Significance CI2 SO3 -0.006
Cov(DP1_2, DP2_2) Within Wave 2 2 Direction Direction DP1 DP2 0.006
Cov(DP1_1, DP3_1) Within Wave 1 1 Direction Direction DP1 DP3 -0.005
Cov(DP3_1, SS1_2) Between Wave 1 2 Direction Significance DP3 SS1 0.005
Cov(SO1_1, DM1_2) Between Wave 1 2 Significance Direction SO1 DM1 0.005
Cov(DM3_1, SO1_2) Between Wave 1 2 Direction Significance DM3 SO1 -0.005
Cov(DG3_1, SO1_2) Between Wave 1 2 Direction Significance DG3 SO1 0.005
Cov(CG3_2, DP1_2) Within Wave 2 2 Coherence Direction CG3 DP1 0.005
Cov(SS2_2, SO1_2) Within Wave 2 2 Significance Significance SS2 SO1 -0.005
Cov(CI3_1, DM3_2) Between Wave 1 2 Coherence Direction CI3 DM3 -0.005
Cov(SO3_2, DP2_2) Within Wave 2 2 Significance Direction SO3 DP2 -0.005
Cov(CG3_2, SS2_2) Within Wave 2 2 Coherence Significance CG3 SS2 0.005
Cov(CI2_1, DG2_2) Between Wave 1 2 Coherence Direction CI2 DG2 -0.005
Cov(SO2_1, DP3_2) Between Wave 1 2 Significance Direction SO2 DP3 0.005
Cov(CI2_1, DG3_1) Within Wave 1 1 Coherence Direction CI2 DG3 0.005
Cov(CI1_1, DG1_2) Between Wave 1 2 Coherence Direction CI1 DG1 0.005
Cov(SO1_1, DM2_1) Within Wave 1 1 Significance Direction SO1 DM2 0.005
Cov(SO3_1, DM2_1) Within Wave 1 1 Significance Direction SO3 DM2 -0.005
Cov(CG1_1, SS3_1) Within Wave 1 1 Coherence Significance CG1 SS3 0.004
Cov(CI2_2, DM1_2) Within Wave 2 2 Coherence Direction CI2 DM1 -0.004
Cov(SO1_1, DG2_2) Between Wave 1 2 Significance Direction SO1 DG2 0.004
Cov(DP1_1, DG3_2) Between Wave 1 2 Direction Direction DP1 DG3 -0.004
Cov(CG3_1, SS2_1) Within Wave 1 1 Coherence Significance CG3 SS2 -0.004
Cov(CI1_2, DP3_2) Within Wave 2 2 Coherence Direction CI1 DP3 -0.004
Cov(SO1_1, SS2_2) Between Wave 1 2 Significance Significance SO1 SS2 0.004
Cov(DP2_1, SO3_2) Between Wave 1 2 Direction Significance DP2 SO3 -0.004
Cov(SO3_1, DP1_1) Within Wave 1 1 Significance Direction SO3 DP1 -0.004
Cov(SS2_1, DM1_2) Between Wave 1 2 Significance Direction SS2 DM1 -0.004
Cov(DM2_1, SS2_2) Between Wave 1 2 Direction Significance DM2 SS2 0.004
Cov(SS3_1, DM3_2) Between Wave 1 2 Significance Direction SS3 DM3 -0.004
Cov(CI1_2, DM3_2) Within Wave 2 2 Coherence Direction CI1 DM3 -0.004
Cov(CG2_1, SS3_2) Between Wave 1 2 Coherence Significance CG2 SS3 0.004
Cov(CG3_1, DM2_1) Within Wave 1 1 Coherence Direction CG3 DM2 -0.004
Cov(SO1_1, DM3_1) Within Wave 1 1 Significance Direction SO1 DM3 0.004
Cov(CG1_1, SS3_2) Between Wave 1 2 Coherence Significance CG1 SS3 -0.003
Cov(SO1_1, DG1_2) Between Wave 1 2 Significance Direction SO1 DG1 0.003
Cov(DP1_1, DP2_1) Within Wave 1 1 Direction Direction DP1 DP2 0.003
Cov(SO3_1, DG1_1) Within Wave 1 1 Significance Direction SO3 DG1 0.003
Cov(CI3_2, DM3_2) Within Wave 2 2 Coherence Direction CI3 DM3 0.003
Cov(CG3_1, DG3_1) Within Wave 1 1 Coherence Direction CG3 DG3 -0.003
Cov(CG3_1, SO2_2) Between Wave 1 2 Coherence Significance CG3 SO2 0.003
Cov(CI1_1, DM2_2) Between Wave 1 2 Coherence Direction CI1 DM2 0.003
Cov(SS2_1, SO1_2) Between Wave 1 2 Significance Significance SS2 SO1 0.003
Cov(CI3_2, DG1_2) Within Wave 2 2 Coherence Direction CI3 DG1 -0.003
Cov(DP2_1, DP1_2) Between Wave 1 2 Direction Direction DP2 DP1 -0.003
Cov(DP1_2, DP3_2) Within Wave 2 2 Direction Direction DP1 DP3 -0.003
Cov(CG3_2, SS1_2) Within Wave 2 2 Coherence Significance CG3 SS1 -0.003
Cov(DM1_1, SS3_2) Between Wave 1 2 Direction Significance DM1 SS3 -0.002
Cov(CG3_1, CI3_1) Within Wave 1 1 Coherence Coherence CG3 CI3 0.002
Cov(CG3_1, SS1_1) Within Wave 1 1 Coherence Significance CG3 SS1 0.002
Cov(DM1_1, DP2_2) Between Wave 1 2 Direction Direction DM1 DP2 0.002
Cov(CG3_1, CG1_2) Between Wave 1 2 Coherence Coherence CG3 CG1 0.002
Cov(SO2_1, DP1_2) Between Wave 1 2 Significance Direction SO2 DP1 0.002
Cov(CI1_1, CG2_2) Between Wave 1 2 Coherence Coherence CI1 CG2 -0.002
Cov(CI3_1, SO2_1) Within Wave 1 1 Coherence Significance CI3 SO2 0.002
Cov(DM1_1, SS2_2) Between Wave 1 2 Direction Significance DM1 SS2 -0.002
Cov(DM3_1, DP1_2) Between Wave 1 2 Direction Direction DM3 DP1 0.002
Cov(CI1_2, SS2_2) Within Wave 2 2 Coherence Significance CI1 SS2 0.001
Cov(SO2_2, DG1_2) Within Wave 2 2 Significance Direction SO2 DG1 0.001
Cov(SS3_1, DM2_2) Between Wave 1 2 Significance Direction SS3 DM2 0.001
Cov(SO3_1, DG3_2) Between Wave 1 2 Significance Direction SO3 DG3 -0.001
Cov(DM1_1, SS1_2) Between Wave 1 2 Direction Significance DM1 SS1 0.001
Cov(DM2_1, CG3_2) Between Wave 1 2 Direction Coherence DM2 CG3 -0.001
Cov(SO3_1, DM3_1) Within Wave 1 1 Significance Direction SO3 DM3 0.001
Cov(SS2_1, CI1_2) Between Wave 1 2 Significance Coherence SS2 CI1 0.001
Cov(DM2_1, CG1_2) Between Wave 1 2 Direction Coherence DM2 CG1 -0.001
Cov(CI3_1, DG3_2) Between Wave 1 2 Coherence Direction CI3 DG3 0.001
Cov(CG3_1, SS3_2) Between Wave 1 2 Coherence Significance CG3 SS3 0.001
Cov(DP3_1, DP1_2) Between Wave 1 2 Direction Direction DP3 DP1 -0.001
Cov(DM2_1, SS3_2) Between Wave 1 2 Direction Significance DM2 SS3 0.001
Cov(DM1_1, SO1_2) Between Wave 1 2 Direction Significance DM1 SO1 -0.001
Cov(DG3_1, CI2_2) Between Wave 1 2 Direction Coherence DG3 CI2 0.001
Cov(SS3_1, DM3_1) Within Wave 1 1 Significance Direction SS3 DM3 0.001
Cov(SS1_1, DM1_1) Within Wave 1 1 Significance Direction SS1 DM1 -0.001
Cov(CI1_1, DG1_1) Within Wave 1 1 Coherence Direction CI1 DG1 0.001
Cov(DM3_1, SO3_2) Between Wave 1 2 Direction Significance DM3 SO3 -0.001
Cov(SS1_1, SS3_2) Between Wave 1 2 Significance Significance SS1 SS3 0.000
Cov(DP3_1, DP2_2) Between Wave 1 2 Direction Direction DP3 DP2 0.000
Cov(SO1_1, DP3_2) Between Wave 1 2 Significance Direction SO1 DP3 0.000
Cov(SO2_1, DG2_2) Between Wave 1 2 Significance Direction SO2 DG2 0.000
Cov(SS2_1, SS2_2) Between Wave 1 2 Significance Significance SS2 SS2 0.000
Cov(CG1_1, CG1_2) Between Wave 1 2 Coherence Coherence CG1 CG1 0.000
Cov(CI3_1, CI3_2) Between Wave 1 2 Coherence Coherence CI3 CI3 0.000
Cov(CG3_1, CG3_2) Between Wave 1 2 Coherence Coherence CG3 CG3 0.000
Cov(DG1_1, DG1_2) Between Wave 1 2 Direction Direction DG1 DG1 0.000
Cov(SS1_1, SS1_2) Between Wave 1 2 Significance Significance SS1 SS1 0.000
Cov(DP3_1, DP3_2) Between Wave 1 2 Direction Direction DP3 DP3 0.000
Cov(DG3_1, DG3_2) Between Wave 1 2 Direction Direction DG3 DG3 0.000
Cov(DP1_1, DP1_2) Between Wave 1 2 Direction Direction DP1 DP1 0.000
Cov(CG2_1, CG2_2) Between Wave 1 2 Coherence Coherence CG2 CG2 0.000
Cov(SO1_1, SO1_2) Between Wave 1 2 Significance Significance SO1 SO1 0.000
Cov(CI1_1, CI1_2) Between Wave 1 2 Coherence Coherence CI1 CI1 0.000
Cov(DM1_1, DM1_2) Between Wave 1 2 Direction Direction DM1 DM1 0.000
Cov(SO3_1, SO3_2) Between Wave 1 2 Significance Significance SO3 SO3 0.000
Cov(CI2_1, CI2_2) Between Wave 1 2 Coherence Coherence CI2 CI2 0.000
Cov(SO2_1, SO2_2) Between Wave 1 2 Significance Significance SO2 SO2 0.000
Cov(DM3_1, DM3_2) Between Wave 1 2 Direction Direction DM3 DM3 0.000
Cov(DM2_1, DM2_2) Between Wave 1 2 Direction Direction DM2 DM2 0.000
Cov(DG2_1, DG2_2) Between Wave 1 2 Direction Direction DG2 DG2 0.000
Cov(SS3_1, SS3_2) Between Wave 1 2 Significance Significance SS3 SS3 0.000
Cov(DP2_1, DP2_2) Between Wave 1 2 Direction Direction DP2 DP2 0.000
resid.loading %>%
    filter(V1_Domain == V2_Domain) %>%
    ggplot(aes(x = resid, color = V1_Domain, fill = V1_Domain)) + geom_density(alpha = 0.5,
    adjust = 2) + geom_vline(xintercept = 0, linetype = "dashed") + facet_wrap(. ~
    Same_Wave) + labs(x = "Residual of correlations (Observed - Model Implied)") +
    annotate("text", x = -0.15, y = 9, label = "Over estimate") + annotate("text",
    x = 0.15, y = 9, label = "Under estimate") + theme_bw()

Mod indices

modindices(fit.loading.wide, sort. = T, maximum.number = 20)
       lhs op   rhs      mi    epc sepc.lv sepc.all sepc.nox
1638 DM2_2 ~~ DM3_2 473.312  0.198   0.198    0.870    0.870
1456 CG1_2 ~~ CG2_2 456.487  0.204   0.204    1.002    1.002
1268 DM2_1 ~~ DM3_1 396.472  0.199   0.199    0.742    0.742
826  CG1_1 ~~ CG2_1 383.773  0.215   0.215    0.759    0.759
1665 DG2_2 ~~ DG3_2 311.651  0.255   0.255    0.510    0.510
1611 SO2_2 ~~ SO3_2 297.355  0.235   0.235    0.542    0.542
1663 DG1_2 ~~ DG2_2 194.282  0.203   0.203    0.460    0.460
1415 DG2_1 ~~ DG3_1 190.119  0.222   0.222    0.413    0.413
1664 DG1_2 ~~ DG3_2 187.192  0.197   0.197    0.453    0.453
748     C2 =~ DM1_2 178.282  0.221   0.233    0.234    0.234
643     C1 =~ DM1_2 169.299  0.178   0.178    0.179    0.179
1394 DG1_1 ~~ DG3_1 135.958  0.184   0.184    0.377    0.377
626     C1 =~ DP2_1 135.204  0.197   0.197    0.197    0.197
817     D2 =~ CI1_2 128.045  0.192   0.205    0.199    0.199
781     S2 =~ CI1_2 125.248  0.211   0.219    0.213    0.213
752     C2 =~ DP2_2 123.627  0.194   0.205    0.197    0.197
691     D1 =~ CI1_1 119.244  0.187   0.187    0.187    0.187
1393 DG1_1 ~~ DG2_1 115.468  0.172   0.172    0.365    0.365
679     S1 =~ DM1_2 113.369  0.153   0.153    0.153    0.153
688     D1 =~ CG1_1 109.664 -0.183  -0.183   -0.183   -0.183

Multigroup model

## metric invariance
syntax.metric <- measEq.syntax(configural.model = mod.config, data = analysis.dat,
    ordered = T, parameterization = "delta", ID.cat = "Wu.Estabrook.2016", ID.fac = "std.lv",
    group = "wave", group.equal = c("thresholds", "loadings"))  # end creating syntax
summary(syntax.metric)  # summarize model features
This lavaan model syntax specifies a CFA with 21 manifest indicators (21 of which are ordinal) of 3 common factor(s).

To identify the location and scale of each common factor, the factor means and variances were fixed to 0 and 1, respectively, unless equality constraints on measurement parameters allow them to be freed.

The location and scale of each latent item-response underlying 21 ordinal indicators were identified using the "delta" parameterization, and the identification constraints recommended by Wu & Estabrook (2016). For details, read:

    https://doi.org/10.1007/s11336-016-9506-0 

Pattern matrix indicating num(eric), ord(ered), and lat(ent) indicators per factor:

    C   S   D  
CG1 ord        
CG2 ord        
CG3 ord        
CI1 ord        
CI2 ord        
CI3 ord        
SS1     ord    
SS2     ord    
SS3     ord    
SO1     ord    
SO2     ord    
SO3     ord    
DM1         ord
DM2         ord
DM3         ord
DP1         ord
DP2         ord
DP3         ord
DG1         ord
DG2         ord
DG3         ord

The following types of parameter were constrained to equality across groups:

    thresholds
    loadings
mod.metric <- as.character(syntax.metric)  # save as text
## fit model to data
fit.loading <- cfa(mod.metric, data = analysis.dat, group = "wave")
summary(fit.loading)
lavaan 0.6-12 ended normally after 84 iterations

  Estimator                                       DWLS
  Optimization method                           NLMINB
  Number of model parameters                       345
  Number of equality constraints                   147

  Number of observations per group:                   
    1                                             1235
    2                                             1235

Model Test User Model:
                                              Standard      Robust
  Test Statistic                              6802.828    9271.871
  Degrees of freedom                               474         474
  P-value (Chi-square)                           0.000       0.000
  Scaling correction factor                                  0.748
  Shift parameter for each group:                                 
      1                                                     86.120
      2                                                     86.120
    simple second-order correction                                
  Test statistic for each group:
    1                                         3032.550    4142.534
    2                                         3770.277    5129.336

Parameter Estimates:

  Standard errors                           Robust.sem
  Information                                 Expected
  Information saturated (h1) model        Unstructured


Group 1 [1]:

Latent Variables:
                   Estimate  Std.Err  z-value  P(>|z|)
  C =~                                                
    CG1     (l.1_)    0.856    0.008  108.894    0.000
    CG2     (l.2_)    0.850    0.008  108.622    0.000
    CG3     (l.3_)    0.784    0.011   74.154    0.000
    CI1     (l.4_)    0.893    0.008  108.254    0.000
    CI2     (l.5_)    0.656    0.016   41.819    0.000
    CI3     (l.6_)    0.754    0.013   58.292    0.000
  S =~                                                
    SS1     (l.7_)    0.795    0.011   74.697    0.000
    SS2     (l.8_)    0.691    0.014   49.068    0.000
    SS3     (l.9_)    0.885    0.008  104.858    0.000
    SO1     (l.10)    0.654    0.015   42.894    0.000
    SO2     (l.11)    0.736    0.013   56.762    0.000
    SO3     (l.12)    0.713    0.014   51.346    0.000
  D =~                                                
    DM1     (l.13)    0.769    0.012   66.426    0.000
    DM2     (l.14)    0.834    0.008  102.375    0.000
    DM3     (l.15)    0.882    0.006  138.331    0.000
    DP1     (l.16)    0.898    0.006  145.735    0.000
    DP2     (l.17)    0.851    0.009  100.022    0.000
    DP3     (l.18)    0.710    0.013   55.498    0.000
    DG1     (l.19)    0.751    0.012   64.026    0.000
    DG2     (l.20)    0.696    0.013   53.157    0.000
    DG3     (l.21)    0.670    0.014   49.328    0.000

Covariances:
                   Estimate  Std.Err  z-value  P(>|z|)
  C ~~                                                
    S       (p.2_)    0.747    0.013   58.518    0.000
    D      (p.3_1)    0.705    0.013   53.047    0.000
  S ~~                                                
    D      (p.3_2)    0.785    0.012   65.185    0.000

Intercepts:
                   Estimate  Std.Err  z-value  P(>|z|)
   .CG1     (n.1.)    0.000                           
   .CG2     (n.2.)    0.000                           
   .CG3     (n.3.)    0.000                           
   .CI1     (n.4.)    0.000                           
   .CI2     (n.5.)    0.000                           
   .CI3     (n.6.)    0.000                           
   .SS1     (n.7.)    0.000                           
   .SS2     (n.8.)    0.000                           
   .SS3     (n.9.)    0.000                           
   .SO1     (n.10)    0.000                           
   .SO2     (n.11)    0.000                           
   .SO3     (n.12)    0.000                           
   .DM1     (n.13)    0.000                           
   .DM2     (n.14)    0.000                           
   .DM3     (n.15)    0.000                           
   .DP1     (n.16)    0.000                           
   .DP2     (n.17)    0.000                           
   .DP3     (n.18)    0.000                           
   .DG1     (n.19)    0.000                           
   .DG2     (n.20)    0.000                           
   .DG3     (n.21)    0.000                           
    C       (a.1.)    0.000                           
    S       (a.2.)    0.000                           
    D       (a.3.)    0.000                           

Thresholds:
                   Estimate  Std.Err  z-value  P(>|z|)
    CG1|t1 (CG1.1)   -1.362    0.045  -30.123    0.000
    CG1|t2 (CG1.2)   -0.573    0.035  -16.414    0.000
    CG1|t3 (CG1.3)   -0.242    0.033   -7.335    0.000
    CG1|t4 (CG1.4)    0.349    0.034   10.418    0.000
    CG1|t5 (CG1.5)    1.024    0.040   25.553    0.000
    CG1|t6 (CG1.6)    1.773    0.057   30.860    0.000
    CG2|t1 (CG2.1)   -1.432    0.046  -30.809    0.000
    CG2|t2 (CG2.2)   -0.628    0.035  -17.960    0.000
    CG2|t3 (CG2.3)   -0.266    0.033   -8.061    0.000
    CG2|t4 (CG2.4)    0.345    0.033   10.306    0.000
    CG2|t5 (CG2.5)    1.046    0.040   26.023    0.000
    CG2|t6 (CG2.6)    1.774    0.058   30.629    0.000
    CG3|t1 (CG3.1)   -1.894    0.059  -32.036    0.000
    CG3|t2 (CG3.2)   -1.119    0.040  -28.173    0.000
    CG3|t3 (CG3.3)   -0.733    0.036  -20.656    0.000
    CG3|t4 (CG3.4)   -0.156    0.033   -4.758    0.000
    CG3|t5 (CG3.5)    0.696    0.036   19.181    0.000
    CG3|t6 (CG3.6)    1.601    0.051   31.160    0.000
    CI1|t1 (CI1.1)   -1.526    0.048  -31.783    0.000
    CI1|t2 (CI1.2)   -0.821    0.037  -22.360    0.000
    CI1|t3 (CI1.3)   -0.391    0.034  -11.638    0.000
    CI1|t4 (CI1.4)    0.149    0.033    4.541    0.000
    CI1|t5 (CI1.5)    0.822    0.037   22.061    0.000
    CI1|t6 (CI1.6)    1.687    0.054   31.437    0.000
    CI2|t1 (CI2.1)   -2.124    0.071  -29.811    0.000
    CI2|t2 (CI2.2)   -1.504    0.048  -31.597    0.000
    CI2|t3 (CI2.3)   -1.031    0.039  -26.670    0.000
    CI2|t4 (CI2.4)   -0.520    0.034  -15.271    0.000
    CI2|t5 (CI2.5)    0.433    0.035   12.292    0.000
    CI2|t6 (CI2.6)    1.591    0.052   30.672    0.000
    CI3|t1 (CI3.1)   -1.965    0.062  -31.885    0.000
    CI3|t2 (CI3.2)   -1.235    0.042  -29.635    0.000
    CI3|t3 (CI3.3)   -0.803    0.036  -22.171    0.000
    CI3|t4 (CI3.4)   -0.212    0.033   -6.452    0.000
    CI3|t5 (CI3.5)    0.548    0.035   15.488    0.000
    CI3|t6 (CI3.6)    1.406    0.047   30.189    0.000
    SS1|t1 (SS1.1)   -1.819    0.056  -32.431    0.000
    SS1|t2 (SS1.2)   -1.085    0.040  -27.216    0.000
    SS1|t3 (SS1.3)   -0.552    0.034  -16.042    0.000
    SS1|t4 (SS1.4)    0.005    0.033    0.142    0.887
    SS1|t5 (SS1.5)    0.731    0.037   19.997    0.000
    SS1|t6 (SS1.6)    1.615    0.052   30.894    0.000
    SS2|t1 (SS2.1)   -1.897    0.058  -32.862    0.000
    SS2|t2 (SS2.2)   -1.405    0.045  -31.468    0.000
    SS2|t3 (SS2.3)   -0.918    0.037  -24.629    0.000
    SS2|t4 (SS2.4)   -0.325    0.033   -9.759    0.000
    SS2|t5 (SS2.5)    0.281    0.034    8.284    0.000
    SS2|t6 (SS2.6)    1.175    0.043   27.266    0.000
    SS3|t1 (SS3.1)   -1.735    0.054  -31.843    0.000
    SS3|t2 (SS3.2)   -0.910    0.038  -23.948    0.000
    SS3|t3 (SS3.3)   -0.395    0.034  -11.786    0.000
    SS3|t4 (SS3.4)    0.190    0.033    5.749    0.000
    SS3|t5 (SS3.5)    0.837    0.038   22.170    0.000
    SS3|t6 (SS3.6)    1.590    0.051   30.885    0.000
    SO1|t1 (SO1.1)   -2.097    0.069  -30.602    0.000
    SO1|t2 (SO1.2)   -1.380    0.045  -30.336    0.000
    SO1|t3 (SO1.3)   -0.911    0.038  -24.109    0.000
    SO1|t4 (SO1.4)   -0.211    0.033   -6.386    0.000
    SO1|t5 (SO1.5)    0.535    0.035   15.266    0.000
    SO1|t6 (SO1.6)    1.639    0.053   30.887    0.000
    SO2|t1 (SO2.1)   -1.582    0.049  -32.181    0.000
    SO2|t2 (SO2.2)   -0.870    0.037  -23.354    0.000
    SO2|t3 (SO2.3)   -0.300    0.033   -9.068    0.000
    SO2|t4 (SO2.4)    0.221    0.033    6.729    0.000
    SO2|t5 (SO2.5)    0.983    0.039   25.116    0.000
    SO2|t6 (SO2.6)    1.888    0.061   30.849    0.000
    SO3|t1 (SO3.1)   -1.517    0.048  -31.437    0.000
    SO3|t2 (SO3.2)   -0.766    0.036  -21.100    0.000
    SO3|t3 (SO3.3)   -0.270    0.033   -8.212    0.000
    SO3|t4 (SO3.4)    0.376    0.033   11.235    0.000
    SO3|t5 (SO3.5)    1.100    0.041   27.047    0.000
    SO3|t6 (SO3.6)    2.064    0.070   29.364    0.000
    DM1|t1 (DM1.1)   -1.450    0.047  -30.845    0.000
    DM1|t2 (DM1.2)   -0.730    0.036  -20.379    0.000
    DM1|t3 (DM1.3)   -0.339    0.033  -10.167    0.000
    DM1|t4 (DM1.4)    0.466    0.034   13.721    0.000
    DM1|t5 (DM1.5)    1.156    0.041   27.957    0.000
    DM1|t6 (DM1.6)    1.860    0.059   31.276    0.000
    DM2|t1 (DM2.1)   -1.479    0.046  -31.858    0.000
    DM2|t2 (DM2.2)   -0.765    0.036  -21.210    0.000
    DM2|t3 (DM2.3)   -0.344    0.033  -10.299    0.000
    DM2|t4 (DM2.4)    0.119    0.033    3.620    0.000
    DM2|t5 (DM2.5)    0.801    0.037   21.810    0.000
    DM2|t6 (DM2.6)    1.546    0.050   31.151    0.000
    DM3|t1 (DM3.1)   -1.636    0.051  -31.954    0.000
    DM3|t2 (DM3.2)   -0.895    0.037  -23.996    0.000
    DM3|t3 (DM3.3)   -0.501    0.034  -14.731    0.000
    DM3|t4 (DM3.4)   -0.069    0.033   -2.109    0.035
    DM3|t5 (DM3.5)    0.671    0.036   18.691    0.000
    DM3|t6 (DM3.6)    1.514    0.049   30.698    0.000
    DP1|t1 (DP1.1)   -1.843    0.056  -33.067    0.000
    DP1|t2 (DP1.2)   -1.206    0.042  -29.017    0.000
    DP1|t3 (DP1.3)   -0.809    0.037  -22.147    0.000
    DP1|t4 (DP1.4)   -0.358    0.034  -10.651    0.000
    DP1|t5 (DP1.5)    0.509    0.035   14.570    0.000
    DP1|t6 (DP1.6)    1.472    0.048   30.427    0.000
    DP2|t1 (DP2.1)   -1.656    0.051  -32.546    0.000
    DP2|t2 (DP2.2)   -0.935    0.038  -24.587    0.000
    DP2|t3 (DP2.3)   -0.482    0.034  -14.130    0.000
    DP2|t4 (DP2.4)    0.022    0.033    0.670    0.503
    DP2|t5 (DP2.5)    0.725    0.036   19.980    0.000
    DP2|t6 (DP2.6)    1.638    0.052   31.559    0.000
    DP3|t1 (DP3.1)   -2.134    0.066  -32.284    0.000
    DP3|t2 (DP3.2)   -1.572    0.047  -33.269    0.000
    DP3|t3 (DP3.3)   -1.178    0.040  -29.504    0.000
    DP3|t4 (DP3.4)   -0.543    0.034  -15.940    0.000
    DP3|t5 (DP3.5)    0.266    0.034    7.774    0.000
    DP3|t6 (DP3.6)    1.316    0.046   28.706    0.000
    DG1|t1 (DG1.1)   -1.905    0.060  -31.638    0.000
    DG1|t2 (DG1.2)   -1.189    0.041  -29.265    0.000
    DG1|t3 (DG1.3)   -0.670    0.035  -19.247    0.000
    DG1|t4 (DG1.4)   -0.265    0.033   -8.051    0.000
    DG1|t5 (DG1.5)    0.539    0.035   15.400    0.000
    DG1|t6 (DG1.6)    1.391    0.046   30.214    0.000
    DG2|t1 (DG2.1)   -2.270    0.078  -29.282    0.000
    DG2|t2 (DG2.2)   -1.724    0.052  -33.145    0.000
    DG2|t3 (DG2.3)   -1.336    0.043  -30.999    0.000
    DG2|t4 (DG2.4)   -0.904    0.037  -24.459    0.000
    DG2|t5 (DG2.5)   -0.106    0.034   -3.159    0.002
    DG2|t6 (DG2.6)    0.906    0.040   22.523    0.000
    DG3|t1 (DG3.1)   -2.056    0.066  -31.072    0.000
    DG3|t2 (DG3.2)   -1.472    0.046  -32.003    0.000
    DG3|t3 (DG3.3)   -1.009    0.038  -26.414    0.000
    DG3|t4 (DG3.4)   -0.637    0.035  -18.394    0.000
    DG3|t5 (DG3.5)    0.172    0.034    5.081    0.000
    DG3|t6 (DG3.6)    1.049    0.041   25.467    0.000

Variances:
                   Estimate  Std.Err  z-value  P(>|z|)
    C       (p.1_)    1.000                           
    S       (p.2_)    1.000                           
    D       (p.3_)    1.000                           
   .CG1               0.267                           
   .CG2               0.277                           
   .CG3               0.385                           
   .CI1               0.202                           
   .CI2               0.569                           
   .CI3               0.431                           
   .SS1               0.368                           
   .SS2               0.522                           
   .SS3               0.217                           
   .SO1               0.572                           
   .SO2               0.458                           
   .SO3               0.492                           
   .DM1               0.409                           
   .DM2               0.305                           
   .DM3               0.222                           
   .DP1               0.193                           
   .DP2               0.276                           
   .DP3               0.496                           
   .DG1               0.436                           
   .DG2               0.516                           
   .DG3               0.551                           

Scales y*:
                   Estimate  Std.Err  z-value  P(>|z|)
    CG1               1.000                           
    CG2               1.000                           
    CG3               1.000                           
    CI1               1.000                           
    CI2               1.000                           
    CI3               1.000                           
    SS1               1.000                           
    SS2               1.000                           
    SS3               1.000                           
    SO1               1.000                           
    SO2               1.000                           
    SO3               1.000                           
    DM1               1.000                           
    DM2               1.000                           
    DM3               1.000                           
    DP1               1.000                           
    DP2               1.000                           
    DP3               1.000                           
    DG1               1.000                           
    DG2               1.000                           
    DG3               1.000                           


Group 2 [2]:

Latent Variables:
                   Estimate  Std.Err  z-value  P(>|z|)
  C =~                                                
    CG1     (l.1_)    0.856    0.008  108.894    0.000
    CG2     (l.2_)    0.850    0.008  108.622    0.000
    CG3     (l.3_)    0.784    0.011   74.154    0.000
    CI1     (l.4_)    0.893    0.008  108.254    0.000
    CI2     (l.5_)    0.656    0.016   41.819    0.000
    CI3     (l.6_)    0.754    0.013   58.292    0.000
  S =~                                                
    SS1     (l.7_)    0.795    0.011   74.697    0.000
    SS2     (l.8_)    0.691    0.014   49.068    0.000
    SS3     (l.9_)    0.885    0.008  104.858    0.000
    SO1     (l.10)    0.654    0.015   42.894    0.000
    SO2     (l.11)    0.736    0.013   56.762    0.000
    SO3     (l.12)    0.713    0.014   51.346    0.000
  D =~                                                
    DM1     (l.13)    0.769    0.012   66.426    0.000
    DM2     (l.14)    0.834    0.008  102.375    0.000
    DM3     (l.15)    0.882    0.006  138.331    0.000
    DP1     (l.16)    0.898    0.006  145.735    0.000
    DP2     (l.17)    0.851    0.009  100.022    0.000
    DP3     (l.18)    0.710    0.013   55.498    0.000
    DG1     (l.19)    0.751    0.012   64.026    0.000
    DG2     (l.20)    0.696    0.013   53.157    0.000
    DG3     (l.21)    0.670    0.014   49.328    0.000

Covariances:
                   Estimate  Std.Err  z-value  P(>|z|)
  C ~~                                                
    S       (p.2_)    0.832    0.055   15.178    0.000
    D      (p.3_1)    0.857    0.056   15.365    0.000
  S ~~                                                
    D      (p.3_2)    0.919    0.059   15.457    0.000

Intercepts:
                   Estimate  Std.Err  z-value  P(>|z|)
   .CG1     (n.1.)   -0.071    0.042   -1.712    0.087
   .CG2     (n.2.)   -0.102    0.041   -2.474    0.013
   .CG3     (n.3.)   -0.089    0.043   -2.073    0.038
   .CI1     (n.4.)   -0.063    0.042   -1.514    0.130
   .CI2     (n.5.)   -0.038    0.043   -0.876    0.381
   .CI3     (n.6.)   -0.060    0.042   -1.414    0.157
   .SS1     (n.7.)   -0.135    0.042   -3.217    0.001
   .SS2     (n.8.)   -0.098    0.042   -2.357    0.018
   .SS3     (n.9.)   -0.109    0.042   -2.626    0.009
   .SO1     (n.10)   -0.026    0.043   -0.605    0.545
   .SO2     (n.11)   -0.044    0.042   -1.058    0.290
   .SO3     (n.12)   -0.056    0.041   -1.353    0.176
   .DM1     (n.13)   -0.111    0.042   -2.662    0.008
   .DM2     (n.14)   -0.121    0.042   -2.881    0.004
   .DM3     (n.15)   -0.120    0.042   -2.843    0.004
   .DP1     (n.16)   -0.109    0.043   -2.523    0.012
   .DP2     (n.17)   -0.108    0.042   -2.548    0.011
   .DP3     (n.18)   -0.093    0.043   -2.145    0.032
   .DG1     (n.19)   -0.039    0.042   -0.929    0.353
   .DG2     (n.20)   -0.105    0.045   -2.354    0.019
   .DG3     (n.21)   -0.037    0.043   -0.856    0.392
    C       (a.1.)    0.000                           
    S       (a.2.)    0.000                           
    D       (a.3.)    0.000                           

Thresholds:
                   Estimate  Std.Err  z-value  P(>|z|)
    CG1|t1 (CG1.1)   -1.362    0.045  -30.123    0.000
    CG1|t2 (CG1.2)   -0.573    0.035  -16.414    0.000
    CG1|t3 (CG1.3)   -0.242    0.033   -7.335    0.000
    CG1|t4 (CG1.4)    0.349    0.034   10.418    0.000
    CG1|t5 (CG1.5)    1.024    0.040   25.553    0.000
    CG1|t6 (CG1.6)    1.773    0.057   30.860    0.000
    CG2|t1 (CG2.1)   -1.432    0.046  -30.809    0.000
    CG2|t2 (CG2.2)   -0.628    0.035  -17.960    0.000
    CG2|t3 (CG2.3)   -0.266    0.033   -8.061    0.000
    CG2|t4 (CG2.4)    0.345    0.033   10.306    0.000
    CG2|t5 (CG2.5)    1.046    0.040   26.023    0.000
    CG2|t6 (CG2.6)    1.774    0.058   30.629    0.000
    CG3|t1 (CG3.1)   -1.894    0.059  -32.036    0.000
    CG3|t2 (CG3.2)   -1.119    0.040  -28.173    0.000
    CG3|t3 (CG3.3)   -0.733    0.036  -20.656    0.000
    CG3|t4 (CG3.4)   -0.156    0.033   -4.758    0.000
    CG3|t5 (CG3.5)    0.696    0.036   19.181    0.000
    CG3|t6 (CG3.6)    1.601    0.051   31.160    0.000
    CI1|t1 (CI1.1)   -1.526    0.048  -31.783    0.000
    CI1|t2 (CI1.2)   -0.821    0.037  -22.360    0.000
    CI1|t3 (CI1.3)   -0.391    0.034  -11.638    0.000
    CI1|t4 (CI1.4)    0.149    0.033    4.541    0.000
    CI1|t5 (CI1.5)    0.822    0.037   22.061    0.000
    CI1|t6 (CI1.6)    1.687    0.054   31.437    0.000
    CI2|t1 (CI2.1)   -2.124    0.071  -29.811    0.000
    CI2|t2 (CI2.2)   -1.504    0.048  -31.597    0.000
    CI2|t3 (CI2.3)   -1.031    0.039  -26.670    0.000
    CI2|t4 (CI2.4)   -0.520    0.034  -15.271    0.000
    CI2|t5 (CI2.5)    0.433    0.035   12.292    0.000
    CI2|t6 (CI2.6)    1.591    0.052   30.672    0.000
    CI3|t1 (CI3.1)   -1.965    0.062  -31.885    0.000
    CI3|t2 (CI3.2)   -1.235    0.042  -29.635    0.000
    CI3|t3 (CI3.3)   -0.803    0.036  -22.171    0.000
    CI3|t4 (CI3.4)   -0.212    0.033   -6.452    0.000
    CI3|t5 (CI3.5)    0.548    0.035   15.488    0.000
    CI3|t6 (CI3.6)    1.406    0.047   30.189    0.000
    SS1|t1 (SS1.1)   -1.819    0.056  -32.431    0.000
    SS1|t2 (SS1.2)   -1.085    0.040  -27.216    0.000
    SS1|t3 (SS1.3)   -0.552    0.034  -16.042    0.000
    SS1|t4 (SS1.4)    0.005    0.033    0.142    0.887
    SS1|t5 (SS1.5)    0.731    0.037   19.997    0.000
    SS1|t6 (SS1.6)    1.615    0.052   30.894    0.000
    SS2|t1 (SS2.1)   -1.897    0.058  -32.862    0.000
    SS2|t2 (SS2.2)   -1.405    0.045  -31.468    0.000
    SS2|t3 (SS2.3)   -0.918    0.037  -24.629    0.000
    SS2|t4 (SS2.4)   -0.325    0.033   -9.759    0.000
    SS2|t5 (SS2.5)    0.281    0.034    8.284    0.000
    SS2|t6 (SS2.6)    1.175    0.043   27.266    0.000
    SS3|t1 (SS3.1)   -1.735    0.054  -31.843    0.000
    SS3|t2 (SS3.2)   -0.910    0.038  -23.948    0.000
    SS3|t3 (SS3.3)   -0.395    0.034  -11.786    0.000
    SS3|t4 (SS3.4)    0.190    0.033    5.749    0.000
    SS3|t5 (SS3.5)    0.837    0.038   22.170    0.000
    SS3|t6 (SS3.6)    1.590    0.051   30.885    0.000
    SO1|t1 (SO1.1)   -2.097    0.069  -30.602    0.000
    SO1|t2 (SO1.2)   -1.380    0.045  -30.336    0.000
    SO1|t3 (SO1.3)   -0.911    0.038  -24.109    0.000
    SO1|t4 (SO1.4)   -0.211    0.033   -6.386    0.000
    SO1|t5 (SO1.5)    0.535    0.035   15.266    0.000
    SO1|t6 (SO1.6)    1.639    0.053   30.887    0.000
    SO2|t1 (SO2.1)   -1.582    0.049  -32.181    0.000
    SO2|t2 (SO2.2)   -0.870    0.037  -23.354    0.000
    SO2|t3 (SO2.3)   -0.300    0.033   -9.068    0.000
    SO2|t4 (SO2.4)    0.221    0.033    6.729    0.000
    SO2|t5 (SO2.5)    0.983    0.039   25.116    0.000
    SO2|t6 (SO2.6)    1.888    0.061   30.849    0.000
    SO3|t1 (SO3.1)   -1.517    0.048  -31.437    0.000
    SO3|t2 (SO3.2)   -0.766    0.036  -21.100    0.000
    SO3|t3 (SO3.3)   -0.270    0.033   -8.212    0.000
    SO3|t4 (SO3.4)    0.376    0.033   11.235    0.000
    SO3|t5 (SO3.5)    1.100    0.041   27.047    0.000
    SO3|t6 (SO3.6)    2.064    0.070   29.364    0.000
    DM1|t1 (DM1.1)   -1.450    0.047  -30.845    0.000
    DM1|t2 (DM1.2)   -0.730    0.036  -20.379    0.000
    DM1|t3 (DM1.3)   -0.339    0.033  -10.167    0.000
    DM1|t4 (DM1.4)    0.466    0.034   13.721    0.000
    DM1|t5 (DM1.5)    1.156    0.041   27.957    0.000
    DM1|t6 (DM1.6)    1.860    0.059   31.276    0.000
    DM2|t1 (DM2.1)   -1.479    0.046  -31.858    0.000
    DM2|t2 (DM2.2)   -0.765    0.036  -21.210    0.000
    DM2|t3 (DM2.3)   -0.344    0.033  -10.299    0.000
    DM2|t4 (DM2.4)    0.119    0.033    3.620    0.000
    DM2|t5 (DM2.5)    0.801    0.037   21.810    0.000
    DM2|t6 (DM2.6)    1.546    0.050   31.151    0.000
    DM3|t1 (DM3.1)   -1.636    0.051  -31.954    0.000
    DM3|t2 (DM3.2)   -0.895    0.037  -23.996    0.000
    DM3|t3 (DM3.3)   -0.501    0.034  -14.731    0.000
    DM3|t4 (DM3.4)   -0.069    0.033   -2.109    0.035
    DM3|t5 (DM3.5)    0.671    0.036   18.691    0.000
    DM3|t6 (DM3.6)    1.514    0.049   30.698    0.000
    DP1|t1 (DP1.1)   -1.843    0.056  -33.067    0.000
    DP1|t2 (DP1.2)   -1.206    0.042  -29.017    0.000
    DP1|t3 (DP1.3)   -0.809    0.037  -22.147    0.000
    DP1|t4 (DP1.4)   -0.358    0.034  -10.651    0.000
    DP1|t5 (DP1.5)    0.509    0.035   14.570    0.000
    DP1|t6 (DP1.6)    1.472    0.048   30.427    0.000
    DP2|t1 (DP2.1)   -1.656    0.051  -32.546    0.000
    DP2|t2 (DP2.2)   -0.935    0.038  -24.587    0.000
    DP2|t3 (DP2.3)   -0.482    0.034  -14.130    0.000
    DP2|t4 (DP2.4)    0.022    0.033    0.670    0.503
    DP2|t5 (DP2.5)    0.725    0.036   19.980    0.000
    DP2|t6 (DP2.6)    1.638    0.052   31.559    0.000
    DP3|t1 (DP3.1)   -2.134    0.066  -32.284    0.000
    DP3|t2 (DP3.2)   -1.572    0.047  -33.269    0.000
    DP3|t3 (DP3.3)   -1.178    0.040  -29.504    0.000
    DP3|t4 (DP3.4)   -0.543    0.034  -15.940    0.000
    DP3|t5 (DP3.5)    0.266    0.034    7.774    0.000
    DP3|t6 (DP3.6)    1.316    0.046   28.706    0.000
    DG1|t1 (DG1.1)   -1.905    0.060  -31.638    0.000
    DG1|t2 (DG1.2)   -1.189    0.041  -29.265    0.000
    DG1|t3 (DG1.3)   -0.670    0.035  -19.247    0.000
    DG1|t4 (DG1.4)   -0.265    0.033   -8.051    0.000
    DG1|t5 (DG1.5)    0.539    0.035   15.400    0.000
    DG1|t6 (DG1.6)    1.391    0.046   30.214    0.000
    DG2|t1 (DG2.1)   -2.270    0.078  -29.282    0.000
    DG2|t2 (DG2.2)   -1.724    0.052  -33.145    0.000
    DG2|t3 (DG2.3)   -1.336    0.043  -30.999    0.000
    DG2|t4 (DG2.4)   -0.904    0.037  -24.459    0.000
    DG2|t5 (DG2.5)   -0.106    0.034   -3.159    0.002
    DG2|t6 (DG2.6)    0.906    0.040   22.523    0.000
    DG3|t1 (DG3.1)   -2.056    0.066  -31.072    0.000
    DG3|t2 (DG3.2)   -1.472    0.046  -32.003    0.000
    DG3|t3 (DG3.3)   -1.009    0.038  -26.414    0.000
    DG3|t4 (DG3.4)   -0.637    0.035  -18.394    0.000
    DG3|t5 (DG3.5)    0.172    0.034    5.081    0.000
    DG3|t6 (DG3.6)    1.049    0.041   25.467    0.000

Variances:
                   Estimate  Std.Err  z-value  P(>|z|)
    C       (p.1_)    1.116    0.075   14.841    0.000
    S       (p.2_)    1.076    0.073   14.652    0.000
    D       (p.3_)    1.144    0.074   15.384    0.000
   .CG1               0.204                           
   .CG2               0.189                           
   .CG3               0.406                           
   .CI1               0.151                           
   .CI2               0.482                           
   .CI3               0.423                           
   .SS1               0.371                           
   .SS2               0.453                           
   .SS3               0.186                           
   .SO1               0.601                           
   .SO2               0.451                           
   .SO3               0.425                           
   .DM1               0.357                           
   .DM2               0.251                           
   .DM3               0.186                           
   .DP1               0.202                           
   .DP2               0.265                           
   .DP3               0.429                           
   .DG1               0.382                           
   .DG2               0.496                           
   .DG3               0.475                           

Scales y*:
                   Estimate  Std.Err  z-value  P(>|z|)
    CG1               0.989    0.029   34.017    0.000
    CG2               1.002    0.029   34.507    0.000
    CG3               0.957    0.025   38.708    0.000
    CI1               0.980    0.029   34.286    0.000
    CI2               1.019    0.029   34.751    0.000
    CI3               0.972    0.026   36.887    0.000
    SS1               0.975    0.027   36.215    0.000
    SS2               1.017    0.028   35.947    0.000
    SS3               0.986    0.029   33.473    0.000
    SO1               0.971    0.027   35.721    0.000
    SO2               0.983    0.026   37.203    0.000
    SO3               1.014    0.027   37.044    0.000
    DM1               0.984    0.027   36.860    0.000
    DM2               0.978    0.027   36.367    0.000
    DM3               0.964    0.027   35.480    0.000
    DP1               0.943    0.026   36.257    0.000
    DP2               0.956    0.026   36.609    0.000
    DP3               0.997    0.026   38.834    0.000
    DG1               0.987    0.025   39.343    0.000
    DG2               0.976    0.027   36.781    0.000
    DG3               1.006    0.027   37.208    0.000
## test equivalence of loadings, given equivalence of thresholds
lavTestLRT(fit.threshold, fit.loading, method = "satorra.bentler.2010")
Scaled Chi-Squared Difference Test (method = "satorra.bentler.2010")

lavaan NOTE:
    The "Chisq" column contains standard test statistics, not the
    robust test that should be reported per model. A robust difference
    test is a function of two standard (not robust) statistics.
 
               Df AIC BIC  Chisq Chisq diff Df diff Pr(>Chisq)
fit.threshold 456         6777.5                              
fit.loading   474         6802.8     12.151      18     0.8394

Test Latent Response Intercept (scalar) Invariance

Testing equality of the latent response intercepts given that the thresholds and loadings are held constant. testing the latent response variables have equal intercepts across waves, the latent factor intercepts can now be freely estimated in wave 2. This is again part of the complexity of this approach is that by restricting part of the model results in another part of the model being identifiable and comparable across waves.

lrintercept.model.wide <- "
## ================================================= ##
## Wave 1

# Factor Loadings
# NOTE: you need to enter the first item of each factor twice in order to set the label (X.lambda.1) so that lavaan estimates the loading instead of fixing it to 1
C1 =~ NA*CG1_1 + C.lambda.1*CG1_1 + C.lambda.2*CG2_1 + C.lambda.3*CG3_1 + C.lambda.4*CI1_1 + C.lambda.5*CI2_1 + C.lambda.6*CI3_1
S1 =~ NA*SS1_1 + S.lambda.1*SS1_1 + S.lambda.2*SS2_1 + S.lambda.3*SS3_1 + S.lambda.4*SO1_1 + S.lambda.5*SO2_1 + S.lambda.6*SO3_1
D1 =~ NA*DM1_1 + D.lambda.1*DM1_1 + D.lambda.2*DM2_1 + D.lambda.3*DM3_1 + D.lambda.4*DP1_1 + D.lambda.5*DP2_1 + D.lambda.6*DP3_1 + D.lambda.7*DG1_1 + D.lambda.8*DG2_1 + D.lambda.9*DG3_1

# Factor covariances
C1 ~~ S1 + D1
S1 ~~ D1 

# Factor variances
C1 ~~ 1*C1
S1 ~~ 1*S1
D1 ~~ 1*D1

# Factor means/intercepts
C1 ~ 0*1
S1 ~ 0*1
D1 ~ 0*1

# Thresholds
CG1_1 | CG1.thr1*t1 + CG1.thr2*t2 + CG1.thr3*t3 + CG1.thr4*t4 + CG1.thr5*t5 + CG1.thr6*t6
CG2_1 | CG2.thr1*t1 + CG2.thr2*t2 + CG2.thr3*t3 + CG2.thr4*t4 + CG2.thr5*t5 + CG2.thr6*t6
CG3_1 | CG3.thr1*t1 + CG3.thr2*t2 + CG3.thr3*t3 + CG3.thr4*t4 + CG3.thr5*t5 + CG3.thr6*t6

CI1_1 | CI1.thr1*t1 + CI1.thr2*t2 + CI1.thr3*t3 + CI1.thr4*t4 + CI1.thr5*t5 + CI1.thr6*t6
CI2_1 | CI2.thr1*t1 + CI2.thr2*t2 + CI2.thr3*t3 + CI2.thr4*t4 + CI2.thr5*t5 + CI2.thr6*t6
CI3_1 | CI3.thr1*t1 + CI3.thr2*t2 + CI3.thr3*t3 + CI3.thr4*t4 + CI3.thr5*t5 + CI3.thr6*t6

SS1_1 | SS1.thr1*t1 + SS1.thr2*t2 + SS1.thr3*t3 + SS1.thr4*t4 + SS1.thr5*t5 + SS1.thr6*t6
SS2_1 | SS2.thr1*t1 + SS2.thr2*t2 + SS2.thr3*t3 + SS2.thr4*t4 + SS2.thr5*t5 + SS2.thr6*t6
SS3_1 | SS3.thr1*t1 + SS3.thr2*t2 + SS3.thr3*t3 + SS3.thr4*t4 + SS3.thr5*t5 + SS3.thr6*t6

SO1_1 | SO1.thr1*t1 + SO1.thr2*t2 + SO1.thr3*t3 + SO1.thr4*t4 + SO1.thr5*t5 + SO1.thr6*t6
SO2_1 | SO2.thr1*t1 + SO2.thr2*t2 + SO2.thr3*t3 + SO2.thr4*t4 + SO2.thr5*t5 + SO2.thr6*t6
SO3_1 | SO3.thr1*t1 + SO3.thr2*t2 + SO3.thr3*t3 + SO3.thr4*t4 + SO3.thr5*t5 + SO3.thr6*t6

DM1_1 | DM1.thr1*t1 + DM1.thr2*t2 + DM1.thr3*t3 + DM1.thr4*t4 + DM1.thr5*t5 + DM1.thr6*t6
DM2_1 | DM2.thr1*t1 + DM2.thr2*t2 + DM2.thr3*t3 + DM2.thr4*t4 + DM2.thr5*t5 + DM2.thr6*t6
DM3_1 | DM3.thr1*t1 + DM3.thr2*t2 + DM3.thr3*t3 + DM3.thr4*t4 + DM3.thr5*t5 + DM3.thr6*t6

DP1_1 | DP1.thr1*t1 + DP1.thr2*t2 + DP1.thr3*t3 + DP1.thr4*t4 + DP1.thr5*t5 + DP1.thr6*t6
DP2_1 | DP2.thr1*t1 + DP2.thr2*t2 + DP2.thr3*t3 + DP2.thr4*t4 + DP2.thr5*t5 + DP2.thr6*t6
DP3_1 | DP3.thr1*t1 + DP3.thr2*t2 + DP3.thr3*t3 + DP3.thr4*t4 + DP3.thr5*t5 + DP3.thr6*t6

DG1_1 | DG1.thr1*t1 + DG1.thr2*t2 + DG1.thr3*t3 + DG1.thr4*t4 + DG1.thr5*t5 + DG1.thr6*t6
DG2_1 | DG2.thr1*t1 + DG2.thr2*t2 + DG2.thr3*t3 + DG2.thr4*t4 + DG2.thr5*t5 + DG2.thr6*t6
DG3_1 | DG3.thr1*t1 + DG3.thr2*t2 + DG3.thr3*t3 + DG3.thr4*t4 + DG3.thr5*t5 + DG3.thr6*t6

# latent response intercepts - fixed to 0
CG1_1 ~  0*1
CG2_1 ~  0*1
CG3_1 ~  0*1
CI1_1 ~  0*1
CI2_1 ~  0*1
CI3_1 ~  0*1
SS1_1 ~  0*1
SS2_1 ~  0*1
SS3_1 ~  0*1
SO1_1 ~  0*1
SO2_1 ~  0*1
SO3_1 ~  0*1
DM1_1 ~  0*1
DM2_1 ~  0*1
DM3_1 ~  0*1
DP1_1 ~  0*1
DP2_1 ~  0*1
DP3_1 ~  0*1
DG1_1 ~  0*1
DG2_1 ~  0*1
DG3_1 ~  0*1

# latent response scales - fixed to 1
CG1_1 ~*~ 1*CG1_1
CG2_1 ~*~ 1*CG2_1
CG3_1 ~*~ 1*CG3_1
CI1_1 ~*~ 1*CI1_1
CI2_1 ~*~ 1*CI2_1
CI3_1 ~*~ 1*CI3_1
SS1_1 ~*~ 1*SS1_1
SS2_1 ~*~ 1*SS2_1
SS3_1 ~*~ 1*SS3_1
SO1_1 ~*~ 1*SO1_1
SO2_1 ~*~ 1*SO2_1
SO3_1 ~*~ 1*SO3_1
DM1_1 ~*~ 1*DM1_1
DM2_1 ~*~ 1*DM2_1
DM3_1 ~*~ 1*DM3_1
DP1_1 ~*~ 1*DP1_1
DP2_1 ~*~ 1*DP2_1
DP3_1 ~*~ 1*DP3_1
DG1_1 ~*~ 1*DG1_1
DG2_1 ~*~ 1*DG2_1
DG3_1 ~*~ 1*DG3_1

## ================================================= ##
##  Wave 2

# Factor Loadings
# NOTE: you need to enter the first item of each factor twice in order to set the label (X.lambda.1) so that lavaan estimates the loading instead of fixing it to 1
C2 =~ NA*CG1_2 + C.lambda.1*CG1_2 + C.lambda.2*CG2_2 + C.lambda.3*CG3_2 + C.lambda.4*CI1_2 + C.lambda.5*CI2_2 + C.lambda.6*CI3_2
S2 =~ NA*SS1_2 + S.lambda.1*SS1_2 + S.lambda.2*SS2_2 + S.lambda.3*SS3_2 + S.lambda.4*SO1_2 + S.lambda.5*SO2_2 + S.lambda.6*SO3_2
D2 =~ NA*DM1_2 + D.lambda.1*DM1_2 + D.lambda.2*DM2_2 + D.lambda.3*DM3_2 + D.lambda.4*DP1_2 + D.lambda.5*DP2_2 + D.lambda.6*DP3_2 + D.lambda.7*DG1_2 + D.lambda.8*DG2_2 + D.lambda.9*DG3_2

# Factor covariances
C2 ~~ S2 + D2
S2 ~~ D2

# Factor Variances - freely estimate
C2 ~~ NA*C2
S2 ~~ NA*S2
D2 ~~ NA*D2

# Factor means/intercepts - freely estimate
C2 ~ NA*1
S2 ~ NA*1
D2 ~ NA*1

# Thresholds
CG1_2 | CG1.thr1*t1 + CG1.thr2*t2 + CG1.thr3*t3 + CG1.thr4*t4 + CG1.thr5*t5 + CG1.thr6*t6
CG2_2 | CG2.thr1*t1 + CG2.thr2*t2 + CG2.thr3*t3 + CG2.thr4*t4 + CG2.thr5*t5 + CG2.thr6*t6
CG3_2 | CG3.thr1*t1 + CG3.thr2*t2 + CG3.thr3*t3 + CG3.thr4*t4 + CG3.thr5*t5 + CG3.thr6*t6

CI1_2 | CI1.thr1*t1 + CI1.thr2*t2 + CI1.thr3*t3 + CI1.thr4*t4 + CI1.thr5*t5 + CI1.thr6*t6
CI2_2 | CI2.thr1*t1 + CI2.thr2*t2 + CI2.thr3*t3 + CI2.thr4*t4 + CI2.thr5*t5 + CI2.thr6*t6
CI3_2 | CI3.thr1*t1 + CI3.thr2*t2 + CI3.thr3*t3 + CI3.thr4*t4 + CI3.thr5*t5 + CI3.thr6*t6

SS1_2 | SS1.thr1*t1 + SS1.thr2*t2 + SS1.thr3*t3 + SS1.thr4*t4 + SS1.thr5*t5 + SS1.thr6*t6
SS2_2 | SS2.thr1*t1 + SS2.thr2*t2 + SS2.thr3*t3 + SS2.thr4*t4 + SS2.thr5*t5 + SS2.thr6*t6
SS3_2 | SS3.thr1*t1 + SS3.thr2*t2 + SS3.thr3*t3 + SS3.thr4*t4 + SS3.thr5*t5 + SS3.thr6*t6

SO1_2 | SO1.thr1*t1 + SO1.thr2*t2 + SO1.thr3*t3 + SO1.thr4*t4 + SO1.thr5*t5 + SO1.thr6*t6
SO2_2 | SO2.thr1*t1 + SO2.thr2*t2 + SO2.thr3*t3 + SO2.thr4*t4 + SO2.thr5*t5 + SO2.thr6*t6
SO3_2 | SO3.thr1*t1 + SO3.thr2*t2 + SO3.thr3*t3 + SO3.thr4*t4 + SO3.thr5*t5 + SO3.thr6*t6

DM1_2 | DM1.thr1*t1 + DM1.thr2*t2 + DM1.thr3*t3 + DM1.thr4*t4 + DM1.thr5*t5 + DM1.thr6*t6
DM2_2 | DM2.thr1*t1 + DM2.thr2*t2 + DM2.thr3*t3 + DM2.thr4*t4 + DM2.thr5*t5 + DM2.thr6*t6
DM3_2 | DM3.thr1*t1 + DM3.thr2*t2 + DM3.thr3*t3 + DM3.thr4*t4 + DM3.thr5*t5 + DM3.thr6*t6

DP1_2 | DP1.thr1*t1 + DP1.thr2*t2 + DP1.thr3*t3 + DP1.thr4*t4 + DP1.thr5*t5 + DP1.thr6*t6
DP2_2 | DP2.thr1*t1 + DP2.thr2*t2 + DP2.thr3*t3 + DP2.thr4*t4 + DP2.thr5*t5 + DP2.thr6*t6
DP3_2 | DP3.thr1*t1 + DP3.thr2*t2 + DP3.thr3*t3 + DP3.thr4*t4 + DP3.thr5*t5 + DP3.thr6*t6

DG1_2 | DG1.thr1*t1 + DG1.thr2*t2 + DG1.thr3*t3 + DG1.thr4*t4 + DG1.thr5*t5 + DG1.thr6*t6
DG2_2 | DG2.thr1*t1 + DG2.thr2*t2 + DG2.thr3*t3 + DG2.thr4*t4 + DG2.thr5*t5 + DG2.thr6*t6
DG3_2 | DG3.thr1*t1 + DG3.thr2*t2 + DG3.thr3*t3 + DG3.thr4*t4 + DG3.thr5*t5 + DG3.thr6*t6

# latent response intercepts
CG1_2 ~  0*1
CG2_2 ~  0*1
CG3_2 ~  0*1
CI1_2 ~  0*1
CI2_2 ~  0*1
CI3_2 ~  0*1
SS1_2 ~  0*1
SS2_2 ~  0*1
SS3_2 ~  0*1
SO1_2 ~  0*1
SO2_2 ~  0*1
SO3_2 ~  0*1
DM1_2 ~  0*1
DM2_2 ~  0*1
DM3_2 ~  0*1
DP1_2 ~  0*1
DP2_2 ~  0*1
DP3_2 ~  0*1
DG1_2 ~  0*1
DG2_2 ~  0*1
DG3_2 ~  0*1

# latent response scales - free - relative to wave 1
CG1_2 ~*~ NA*CG1_2
CG2_2 ~*~ NA*CG2_2
CG3_2 ~*~ NA*CG3_2
CI1_2 ~*~ NA*CI1_2
CI2_2 ~*~ NA*CI2_2
CI3_2 ~*~ NA*CI3_2
SS1_2 ~*~ NA*SS1_2
SS2_2 ~*~ NA*SS2_2
SS3_2 ~*~ NA*SS3_2
SO1_2 ~*~ NA*SO1_2
SO2_2 ~*~ NA*SO2_2
SO3_2 ~*~ NA*SO3_2
DM1_2 ~*~ NA*DM1_2
DM2_2 ~*~ NA*DM2_2
DM3_2 ~*~ NA*DM3_2
DP1_2 ~*~ NA*DP1_2
DP2_2 ~*~ NA*DP2_2
DP3_2 ~*~ NA*DP3_2
DG1_2 ~*~ NA*DG1_2
DG2_2 ~*~ NA*DG2_2
DG3_2 ~*~ NA*DG3_2

## ================================================= ##
# cross wave factor covariances 
C1 ~~ C2 + S2 + D2
S1 ~~ C2 + S2 + D2
D1 ~~ C2 + S2 + D2
# cross wave item residual covariances
CG1_1 ~~ CG1_2 
CG2_1 ~~ CG2_2 
CG3_1 ~~ CG3_2 
CI1_1 ~~ CI1_2
CI2_1 ~~ CI2_2 
CI3_1 ~~ CI3_2
SS1_1 ~~ SS1_2
SS2_1 ~~ SS2_2 
SS3_1 ~~ SS3_2
SO1_1 ~~ SO1_2 
SO2_1 ~~ SO2_2 
SO3_1 ~~ SO3_2 
DM1_1 ~~ DM1_2 
DM2_1 ~~ DM2_2 
DM3_1 ~~ DM3_2 
DP1_1 ~~ DP1_2 
DP2_1 ~~ DP2_2 
DP3_1 ~~ DP3_2 
DG1_1 ~~ DG1_2 
DG2_1 ~~ DG2_2 
DG3_1 ~~ DG3_2
"

# fit model
fit.lrintercept.wide <- cfa(model = lrintercept.model.wide, data = analysis.dat.wide,
    ordered = T)
summary(fit.lrintercept.wide, standardized = T, fit.measures = T)
lavaan 0.6-12 ended normally after 134 iterations

  Estimator                                       DWLS
  Optimization method                           NLMINB
  Number of model parameters                       357
  Number of equality constraints                   147

  Number of observations                          1235

Model Test User Model:
                                              Standard      Robust
  Test Statistic                              8340.828    8546.147
  Degrees of freedom                               903         903
  P-value (Chi-square)                           0.000       0.000
  Scaling correction factor                                  1.035
  Shift parameter                                          490.270
    simple second-order correction                                

Model Test Baseline Model:

  Test statistic                            611392.010   90588.712
  Degrees of freedom                               861         861
  P-value                                        0.000       0.000
  Scaling correction factor                                  6.804

User Model versus Baseline Model:

  Comparative Fit Index (CFI)                    0.988       0.915
  Tucker-Lewis Index (TLI)                       0.988       0.919
                                                                  
  Robust Comparative Fit Index (CFI)                            NA
  Robust Tucker-Lewis Index (TLI)                               NA

Root Mean Square Error of Approximation:

  RMSEA                                          0.082       0.083
  90 Percent confidence interval - lower         0.080       0.081
  90 Percent confidence interval - upper         0.083       0.084
  P-value RMSEA <= 0.05                          0.000       0.000
                                                                  
  Robust RMSEA                                                  NA
  90 Percent confidence interval - lower                        NA
  90 Percent confidence interval - upper                        NA

Standardized Root Mean Square Residual:

  SRMR                                           0.056       0.056

Parameter Estimates:

  Standard errors                           Robust.sem
  Information                                 Expected
  Information saturated (h1) model        Unstructured

Latent Variables:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C1 =~                                                                 
    CG1_1   (C..1)    0.848    0.009   92.399    0.000    0.848    0.848
    CG2_1   (C..2)    0.845    0.009   95.604    0.000    0.845    0.845
    CG3_1   (C..3)    0.786    0.012   66.089    0.000    0.786    0.786
    CI1_1   (C..4)    0.906    0.009   99.576    0.000    0.906    0.906
    CI2_1   (C..5)    0.648    0.018   35.891    0.000    0.648    0.648
    CI3_1   (C..6)    0.765    0.015   51.403    0.000    0.765    0.765
  S1 =~                                                                 
    SS1_1   (S..1)    0.804    0.012   67.018    0.000    0.804    0.804
    SS2_1   (S..2)    0.684    0.016   43.133    0.000    0.684    0.684
    SS3_1   (S..3)    0.887    0.010   92.366    0.000    0.887    0.887
    SO1_1   (S..4)    0.648    0.018   36.735    0.000    0.648    0.648
    SO2_1   (S..5)    0.739    0.014   51.968    0.000    0.739    0.739
    SO3_1   (S..6)    0.707    0.015   45.840    0.000    0.707    0.707
  D1 =~                                                                 
    DM1_1   (D..1)    0.765    0.014   56.610    0.000    0.765    0.765
    DM2_1   (D..2)    0.830    0.009   87.852    0.000    0.830    0.830
    DM3_1   (D..3)    0.877    0.007  122.617    0.000    0.877    0.877
    DP1_1   (D..4)    0.906    0.007  134.305    0.000    0.906    0.906
    DP2_1   (D..5)    0.855    0.010   89.021    0.000    0.855    0.855
    DP3_1   (D..6)    0.707    0.014   49.153    0.000    0.707    0.707
    DG1_1   (D..7)    0.757    0.013   58.820    0.000    0.757    0.757
    DG2_1   (D..8)    0.696    0.015   46.488    0.000    0.696    0.696
    DG3_1   (D..9)    0.664    0.015   42.992    0.000    0.664    0.664
  C2 =~                                                                 
    CG1_2   (C..1)    0.848    0.009   92.399    0.000    0.896    0.891
    CG2_2   (C..2)    0.845    0.009   95.604    0.000    0.892    0.895
    CG3_2   (C..3)    0.786    0.012   66.089    0.000    0.831    0.804
    CI1_2   (C..4)    0.906    0.009   99.576    0.000    0.956    0.929
    CI2_2   (C..5)    0.648    0.018   35.891    0.000    0.684    0.698
    CI3_2   (C..6)    0.765    0.015   51.403    0.000    0.807    0.782
  S2 =~                                                                 
    SS1_2   (S..1)    0.804    0.012   67.018    0.000    0.836    0.807
    SS2_2   (S..2)    0.684    0.016   43.133    0.000    0.712    0.728
    SS3_2   (S..3)    0.887    0.010   92.366    0.000    0.922    0.901
    SO1_2   (S..4)    0.648    0.018   36.735    0.000    0.673    0.657
    SO2_2   (S..5)    0.739    0.014   51.968    0.000    0.768    0.752
    SO3_2   (S..6)    0.707    0.015   45.840    0.000    0.735    0.752
  D2 =~                                                                 
    DM1_2   (D..1)    0.765    0.014   56.610    0.000    0.818    0.823
    DM2_2   (D..2)    0.830    0.009   87.852    0.000    0.887    0.867
    DM3_2   (D..3)    0.877    0.007  122.617    0.000    0.937    0.903
    DP1_2   (D..4)    0.906    0.007  134.305    0.000    0.969    0.906
    DP2_2   (D..5)    0.855    0.010   89.021    0.000    0.914    0.880
    DP3_2   (D..6)    0.707    0.014   49.153    0.000    0.756    0.757
    DG1_2   (D..7)    0.757    0.013   58.820    0.000    0.809    0.795
    DG2_2   (D..8)    0.696    0.015   46.488    0.000    0.744    0.722
    DG3_2   (D..9)    0.664    0.015   42.992    0.000    0.709    0.713

Covariances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C1 ~~                                                                 
    S1                0.746    0.013   58.317    0.000    0.746    0.746
    D1                0.704    0.013   52.740    0.000    0.704    0.704
  S1 ~~                                                                 
    D1                0.785    0.012   65.035    0.000    0.785    0.785
  C2 ~~                                                                 
    S2                0.833    0.040   21.007    0.000    0.758    0.758
    D2                0.854    0.039   21.646    0.000    0.757    0.757
  S2 ~~                                                                 
    D2                0.919    0.043   21.607    0.000    0.827    0.827
  C1 ~~                                                                 
    C2                0.702    0.023   29.985    0.000    0.665    0.665
    S2                0.588    0.025   23.358    0.000    0.565    0.565
    D2                0.589    0.025   23.891    0.000    0.551    0.551
  S1 ~~                                                                 
    C2                0.577    0.025   23.092    0.000    0.547    0.547
    S2                0.739    0.025   29.281    0.000    0.711    0.711
    D2                0.627    0.025   24.903    0.000    0.587    0.587
  D1 ~~                                                                 
    C2                0.573    0.024   23.423    0.000    0.543    0.543
    S2                0.647    0.025   26.287    0.000    0.622    0.622
    D2                0.713    0.023   30.340    0.000    0.667    0.667
 .CG1_1 ~~                                                              
   .CG1_2             0.088    0.010    8.483    0.000    0.088    0.364
 .CG2_1 ~~                                                              
   .CG2_2             0.053    0.011    4.981    0.000    0.053    0.224
 .CG3_1 ~~                                                              
   .CG3_2             0.111    0.012    9.148    0.000    0.111    0.292
 .CI1_1 ~~                                                              
   .CI1_2             0.047    0.010    4.604    0.000    0.047    0.288
 .CI2_1 ~~                                                              
   .CI2_2             0.168    0.016   10.289    0.000    0.168    0.315
 .CI3_1 ~~                                                              
   .CI3_2             0.155    0.015   10.177    0.000    0.155    0.374
 .SS1_1 ~~                                                              
   .SS1_2             0.142    0.014   10.263    0.000    0.142    0.391
 .SS2_1 ~~                                                              
   .SS2_2             0.215    0.016   13.209    0.000    0.215    0.441
 .SS3_1 ~~                                                              
   .SS3_2             0.016    0.011    1.495    0.135    0.016    0.080
 .SO1_1 ~~                                                              
   .SO1_2             0.194    0.018   10.554    0.000    0.194    0.331
 .SO2_1 ~~                                                              
   .SO2_2             0.203    0.015   13.530    0.000    0.203    0.448
 .SO3_1 ~~                                                              
   .SO3_2             0.204    0.017   12.179    0.000    0.204    0.447
 .DM1_1 ~~                                                              
   .DM1_2             0.143    0.014   10.034    0.000    0.143    0.394
 .DM2_1 ~~                                                              
   .DM2_2             0.085    0.013    6.302    0.000    0.085    0.298
 .DM3_1 ~~                                                              
   .DM3_2             0.031    0.012    2.590    0.010    0.031    0.147
 .DP1_1 ~~                                                              
   .DP1_2             0.016    0.011    1.543    0.123    0.016    0.086
 .DP2_1 ~~                                                              
   .DP2_2             0.082    0.011    7.169    0.000    0.082    0.322
 .DP3_1 ~~                                                              
   .DP3_2             0.156    0.017    9.293    0.000    0.156    0.338
 .DG1_1 ~~                                                              
   .DG1_2             0.174    0.016   11.042    0.000    0.174    0.431
 .DG2_1 ~~                                                              
   .DG2_2             0.198    0.018   11.015    0.000    0.198    0.386
 .DG3_1 ~~                                                              
   .DG3_2             0.196    0.020   10.013    0.000    0.196    0.376

Intercepts:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    C1                0.000                               0.000    0.000
    S1                0.000                               0.000    0.000
    D1                0.000                               0.000    0.000
   .CG1_1             0.000                               0.000    0.000
   .CG2_1             0.000                               0.000    0.000
   .CG3_1             0.000                               0.000    0.000
   .CI1_1             0.000                               0.000    0.000
   .CI2_1             0.000                               0.000    0.000
   .CI3_1             0.000                               0.000    0.000
   .SS1_1             0.000                               0.000    0.000
   .SS2_1             0.000                               0.000    0.000
   .SS3_1             0.000                               0.000    0.000
   .SO1_1             0.000                               0.000    0.000
   .SO2_1             0.000                               0.000    0.000
   .SO3_1             0.000                               0.000    0.000
   .DM1_1             0.000                               0.000    0.000
   .DM2_1             0.000                               0.000    0.000
   .DM3_1             0.000                               0.000    0.000
   .DP1_1             0.000                               0.000    0.000
   .DP2_1             0.000                               0.000    0.000
   .DP3_1             0.000                               0.000    0.000
   .DG1_1             0.000                               0.000    0.000
   .DG2_1             0.000                               0.000    0.000
   .DG3_1             0.000                               0.000    0.000
    C2               -0.089    0.025   -3.547    0.000   -0.084   -0.084
    S2               -0.109    0.025   -4.353    0.000   -0.104   -0.104
    D2               -0.120    0.024   -4.947    0.000   -0.112   -0.112
   .CG1_2             0.000                               0.000    0.000
   .CG2_2             0.000                               0.000    0.000
   .CG3_2             0.000                               0.000    0.000
   .CI1_2             0.000                               0.000    0.000
   .CI2_2             0.000                               0.000    0.000
   .CI3_2             0.000                               0.000    0.000
   .SS1_2             0.000                               0.000    0.000
   .SS2_2             0.000                               0.000    0.000
   .SS3_2             0.000                               0.000    0.000
   .SO1_2             0.000                               0.000    0.000
   .SO2_2             0.000                               0.000    0.000
   .SO3_2             0.000                               0.000    0.000
   .DM1_2             0.000                               0.000    0.000
   .DM2_2             0.000                               0.000    0.000
   .DM3_2             0.000                               0.000    0.000
   .DP1_2             0.000                               0.000    0.000
   .DP2_2             0.000                               0.000    0.000
   .DP3_2             0.000                               0.000    0.000
   .DG1_2             0.000                               0.000    0.000
   .DG2_2             0.000                               0.000    0.000
   .DG3_2             0.000                               0.000    0.000

Thresholds:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1_1| (CG1.1)   -1.361    0.044  -30.780    0.000   -1.361   -1.361
    CG1_1| (CG1.2)   -0.573    0.034  -16.840    0.000   -0.573   -0.573
    CG1_1| (CG1.3)   -0.244    0.032   -7.532    0.000   -0.244   -0.244
    CG1_1| (CG1.4)    0.346    0.033   10.498    0.000    0.346    0.346
    CG1_1| (CG1.5)    1.019    0.040   25.704    0.000    1.019    1.019
    CG1_1| (CG1.6)    1.767    0.060   29.416    0.000    1.767    1.767
    CG2_1| (CG2.1)   -1.416    0.045  -31.333    0.000   -1.416   -1.416
    CG2_1| (CG2.2)   -0.614    0.034  -18.073    0.000   -0.614   -0.614
    CG2_1| (CG2.3)   -0.252    0.032   -7.835    0.000   -0.252   -0.252
    CG2_1| (CG2.4)    0.358    0.032   11.213    0.000    0.358    0.358
    CG2_1| (CG2.5)    1.058    0.038   27.538    0.000    1.058    1.058
    CG2_1| (CG2.6)    1.786    0.059   30.146    0.000    1.786    1.786
    CG3_1| (CG3.1)   -1.872    0.059  -31.648    0.000   -1.872   -1.872
    CG3_1| (CG3.2)   -1.103    0.039  -28.567    0.000   -1.103   -1.103
    CG3_1| (CG3.3)   -0.721    0.034  -20.911    0.000   -0.721   -0.721
    CG3_1| (CG3.4)   -0.147    0.031   -4.716    0.000   -0.147   -0.147
    CG3_1| (CG3.5)    0.701    0.035   19.957    0.000    0.701    0.701
    CG3_1| (CG3.6)    1.601    0.054   29.799    0.000    1.601    1.601
    CI1_1| (CI1.1)   -1.541    0.049  -31.449    0.000   -1.541   -1.541
    CI1_1| (CI1.2)   -0.832    0.036  -22.998    0.000   -0.832   -0.832
    CI1_1| (CI1.3)   -0.401    0.033  -12.032    0.000   -0.401   -0.401
    CI1_1| (CI1.4)    0.142    0.033    4.331    0.000    0.142    0.142
    CI1_1| (CI1.5)    0.817    0.036   22.784    0.000    0.817    0.817
    CI1_1| (CI1.6)    1.685    0.055   30.797    0.000    1.685    1.685
    CI2_1| (CI2.1)   -2.134    0.071  -29.969    0.000   -2.134   -2.134
    CI2_1| (CI2.2)   -1.514    0.046  -33.085    0.000   -1.514   -1.514
    CI2_1| (CI2.3)   -1.041    0.037  -28.254    0.000   -1.041   -1.041
    CI2_1| (CI2.4)   -0.530    0.032  -16.819    0.000   -0.530   -0.530
    CI2_1| (CI2.5)    0.422    0.032   13.396    0.000    0.422    0.422
    CI2_1| (CI2.6)    1.580    0.049   32.220    0.000    1.580    1.580
    CI3_1| (CI3.1)   -1.975    0.064  -31.036    0.000   -1.975   -1.975
    CI3_1| (CI3.2)   -1.242    0.042  -29.632    0.000   -1.242   -1.242
    CI3_1| (CI3.3)   -0.808    0.035  -23.084    0.000   -0.808   -0.808
    CI3_1| (CI3.4)   -0.217    0.032   -6.845    0.000   -0.217   -0.217
    CI3_1| (CI3.5)    0.545    0.033   16.338    0.000    0.545    0.545
    CI3_1| (CI3.6)    1.405    0.046   30.279    0.000    1.405    1.405
    SS1_1| (SS1.1)   -1.803    0.056  -32.221    0.000   -1.803   -1.803
    SS1_1| (SS1.2)   -1.066    0.039  -27.106    0.000   -1.066   -1.066
    SS1_1| (SS1.3)   -0.530    0.034  -15.629    0.000   -0.530   -0.530
    SS1_1| (SS1.4)    0.028    0.032    0.875    0.381    0.028    0.028
    SS1_1| (SS1.5)    0.757    0.036   21.237    0.000    0.757    0.757
    SS1_1| (SS1.6)    1.644    0.053   30.903    0.000    1.644    1.644
    SS2_1| (SS2.1)   -1.879    0.059  -31.906    0.000   -1.879   -1.879
    SS2_1| (SS2.2)   -1.389    0.045  -31.142    0.000   -1.389   -1.389
    SS2_1| (SS2.3)   -0.903    0.036  -25.012    0.000   -0.903   -0.903
    SS2_1| (SS2.4)   -0.312    0.032   -9.893    0.000   -0.312   -0.312
    SS2_1| (SS2.5)    0.292    0.032    9.187    0.000    0.292    0.292
    SS2_1| (SS2.6)    1.182    0.041   28.564    0.000    1.182    1.182
    SS3_1| (SS3.1)   -1.736    0.053  -32.548    0.000   -1.736   -1.736
    SS3_1| (SS3.2)   -0.907    0.037  -24.450    0.000   -0.907   -0.907
    SS3_1| (SS3.3)   -0.390    0.033  -11.948    0.000   -0.390   -0.390
    SS3_1| (SS3.4)    0.197    0.033    6.062    0.000    0.197    0.197
    SS3_1| (SS3.5)    0.847    0.037   22.719    0.000    0.847    0.847
    SS3_1| (SS3.6)    1.603    0.053   30.529    0.000    1.603    1.603
    SO1_1| (SO1.1)   -2.112    0.069  -30.495    0.000   -2.112   -2.112
    SO1_1| (SO1.2)   -1.398    0.045  -30.836    0.000   -1.398   -1.398
    SO1_1| (SO1.3)   -0.930    0.037  -25.208    0.000   -0.930   -0.930
    SO1_1| (SO1.4)   -0.232    0.031   -7.582    0.000   -0.232   -0.232
    SO1_1| (SO1.5)    0.512    0.033   15.570    0.000    0.512    0.512
    SO1_1| (SO1.6)    1.612    0.051   31.707    0.000    1.612    1.612
    SO2_1| (SO2.1)   -1.603    0.049  -32.965    0.000   -1.603   -1.603
    SO2_1| (SO2.2)   -0.890    0.037  -24.136    0.000   -0.890   -0.890
    SO2_1| (SO2.3)   -0.318    0.032   -9.938    0.000   -0.318   -0.318
    SO2_1| (SO2.4)    0.204    0.032    6.344    0.000    0.204    0.204
    SO2_1| (SO2.5)    0.967    0.038   25.342    0.000    0.967    0.967
    SO2_1| (SO2.6)    1.874    0.063   29.662    0.000    1.874    1.874
    SO3_1| (SO3.1)   -1.523    0.048  -31.456    0.000   -1.523   -1.523
    SO3_1| (SO3.2)   -0.774    0.036  -21.759    0.000   -0.774   -0.774
    SO3_1| (SO3.3)   -0.280    0.031   -9.000    0.000   -0.280   -0.280
    SO3_1| (SO3.4)    0.363    0.032   11.499    0.000    0.363    0.363
    SO3_1| (SO3.5)    1.084    0.039   27.615    0.000    1.084    1.084
    SO3_1| (SO3.6)    2.044    0.073   28.078    0.000    2.044    2.044
    DM1_1| (DM1.1)   -1.423    0.045  -31.467    0.000   -1.423   -1.423
    DM1_1| (DM1.2)   -0.712    0.035  -20.107    0.000   -0.712   -0.712
    DM1_1| (DM1.3)   -0.326    0.032  -10.193    0.000   -0.326   -0.326
    DM1_1| (DM1.4)    0.469    0.033   14.304    0.000    0.469    0.469
    DM1_1| (DM1.5)    1.152    0.040   28.586    0.000    1.152    1.152
    DM1_1| (DM1.6)    1.847    0.061   30.096    0.000    1.847    1.847
    DM2_1| (DM2.1)   -1.468    0.045  -32.460    0.000   -1.468   -1.468
    DM2_1| (DM2.2)   -0.755    0.035  -21.705    0.000   -0.755   -0.755
    DM2_1| (DM2.3)   -0.334    0.032  -10.456    0.000   -0.334   -0.334
    DM2_1| (DM2.4)    0.129    0.031    4.193    0.000    0.129    0.129
    DM2_1| (DM2.5)    0.811    0.036   22.292    0.000    0.811    0.811
    DM2_1| (DM2.6)    1.555    0.049   31.811    0.000    1.555    1.555
    DM3_1| (DM3.1)   -1.628    0.050  -32.364    0.000   -1.628   -1.628
    DM3_1| (DM3.2)   -0.888    0.037  -24.288    0.000   -0.888   -0.888
    DM3_1| (DM3.3)   -0.493    0.033  -15.044    0.000   -0.493   -0.493
    DM3_1| (DM3.4)   -0.062    0.031   -1.966    0.049   -0.062   -0.062
    DM3_1| (DM3.5)    0.678    0.034   19.759    0.000    0.678    0.678
    DM3_1| (DM3.6)    1.521    0.049   31.188    0.000    1.521    1.521
    DP1_1| (DP1.1)   -1.851    0.058  -32.072    0.000   -1.851   -1.851
    DP1_1| (DP1.2)   -1.210    0.041  -29.565    0.000   -1.210   -1.210
    DP1_1| (DP1.3)   -0.812    0.035  -23.009    0.000   -0.812   -0.812
    DP1_1| (DP1.4)   -0.359    0.032  -11.120    0.000   -0.359   -0.359
    DP1_1| (DP1.5)    0.512    0.034   15.039    0.000    0.512    0.512
    DP1_1| (DP1.6)    1.477    0.048   30.522    0.000    1.477    1.477
    DP2_1| (DP2.1)   -1.647    0.051  -32.390    0.000   -1.647   -1.647
    DP2_1| (DP2.2)   -0.929    0.037  -24.840    0.000   -0.929   -0.929
    DP2_1| (DP2.3)   -0.478    0.033  -14.275    0.000   -0.478   -0.478
    DP2_1| (DP2.4)    0.024    0.032    0.747    0.455    0.024    0.024
    DP2_1| (DP2.5)    0.725    0.036   20.327    0.000    0.725    0.725
    DP2_1| (DP2.6)    1.635    0.053   30.622    0.000    1.635    1.635
    DP3_1| (DP3.1)   -2.124    0.065  -32.780    0.000   -2.124   -2.124
    DP3_1| (DP3.2)   -1.565    0.045  -34.628    0.000   -1.565   -1.565
    DP3_1| (DP3.3)   -1.171    0.038  -30.870    0.000   -1.171   -1.171
    DP3_1| (DP3.4)   -0.538    0.032  -17.026    0.000   -0.538   -0.538
    DP3_1| (DP3.5)    0.269    0.031    8.603    0.000    0.269    0.269
    DP3_1| (DP3.6)    1.317    0.044   29.832    0.000    1.317    1.317
    DG1_1| (DG1.1)   -1.940    0.060  -32.346    0.000   -1.940   -1.940
    DG1_1| (DG1.2)   -1.219    0.040  -30.611    0.000   -1.219   -1.219
    DG1_1| (DG1.3)   -0.697    0.033  -20.902    0.000   -0.697   -0.697
    DG1_1| (DG1.4)   -0.291    0.032   -9.145    0.000   -0.291   -0.291
    DG1_1| (DG1.5)    0.515    0.033   15.475    0.000    0.515    0.515
    DG1_1| (DG1.6)    1.369    0.044   31.035    0.000    1.369    1.369
    DG2_1| (DG2.1)   -2.263    0.080  -28.439    0.000   -2.263   -2.263
    DG2_1| (DG2.2)   -1.716    0.052  -32.760    0.000   -1.716   -1.716
    DG2_1| (DG2.3)   -1.328    0.042  -31.645    0.000   -1.328   -1.328
    DG2_1| (DG2.4)   -0.895    0.034  -25.975    0.000   -0.895   -0.895
    DG2_1| (DG2.5)   -0.096    0.031   -3.067    0.002   -0.096   -0.096
    DG2_1| (DG2.6)    0.919    0.037   24.859    0.000    0.919    0.919
    DG3_1| (DG3.1)   -2.082    0.065  -31.907    0.000   -2.082   -2.082
    DG3_1| (DG3.2)   -1.495    0.047  -31.961    0.000   -1.495   -1.495
    DG3_1| (DG3.3)   -1.031    0.037  -27.839    0.000   -1.031   -1.031
    DG3_1| (DG3.4)   -0.659    0.033  -20.155    0.000   -0.659   -0.659
    DG3_1| (DG3.5)    0.150    0.030    4.941    0.000    0.150    0.150
    DG3_1| (DG3.6)    1.029    0.038   27.246    0.000    1.029    1.029
    CG1_2| (CG1.1)   -1.361    0.044  -30.780    0.000   -1.361   -1.354
    CG1_2| (CG1.2)   -0.573    0.034  -16.840    0.000   -0.573   -0.570
    CG1_2| (CG1.3)   -0.244    0.032   -7.532    0.000   -0.244   -0.243
    CG1_2| (CG1.4)    0.346    0.033   10.498    0.000    0.346    0.344
    CG1_2| (CG1.5)    1.019    0.040   25.704    0.000    1.019    1.013
    CG1_2| (CG1.6)    1.767    0.060   29.416    0.000    1.767    1.757
    CG2_2| (CG2.1)   -1.416    0.045  -31.333    0.000   -1.416   -1.421
    CG2_2| (CG2.2)   -0.614    0.034  -18.073    0.000   -0.614   -0.616
    CG2_2| (CG2.3)   -0.252    0.032   -7.835    0.000   -0.252   -0.253
    CG2_2| (CG2.4)    0.358    0.032   11.213    0.000    0.358    0.359
    CG2_2| (CG2.5)    1.058    0.038   27.538    0.000    1.058    1.061
    CG2_2| (CG2.6)    1.786    0.059   30.146    0.000    1.786    1.792
    CG3_2| (CG3.1)   -1.872    0.059  -31.648    0.000   -1.872   -1.812
    CG3_2| (CG3.2)   -1.103    0.039  -28.567    0.000   -1.103   -1.067
    CG3_2| (CG3.3)   -0.721    0.034  -20.911    0.000   -0.721   -0.697
    CG3_2| (CG3.4)   -0.147    0.031   -4.716    0.000   -0.147   -0.142
    CG3_2| (CG3.5)    0.701    0.035   19.957    0.000    0.701    0.678
    CG3_2| (CG3.6)    1.601    0.054   29.799    0.000    1.601    1.549
    CI1_2| (CI1.1)   -1.541    0.049  -31.449    0.000   -1.541   -1.497
    CI1_2| (CI1.2)   -0.832    0.036  -22.998    0.000   -0.832   -0.809
    CI1_2| (CI1.3)   -0.401    0.033  -12.032    0.000   -0.401   -0.390
    CI1_2| (CI1.4)    0.142    0.033    4.331    0.000    0.142    0.138
    CI1_2| (CI1.5)    0.817    0.036   22.784    0.000    0.817    0.794
    CI1_2| (CI1.6)    1.685    0.055   30.797    0.000    1.685    1.637
    CI2_2| (CI2.1)   -2.134    0.071  -29.969    0.000   -2.134   -2.178
    CI2_2| (CI2.2)   -1.514    0.046  -33.085    0.000   -1.514   -1.545
    CI2_2| (CI2.3)   -1.041    0.037  -28.254    0.000   -1.041   -1.062
    CI2_2| (CI2.4)   -0.530    0.032  -16.819    0.000   -0.530   -0.541
    CI2_2| (CI2.5)    0.422    0.032   13.396    0.000    0.422    0.431
    CI2_2| (CI2.6)    1.580    0.049   32.220    0.000    1.580    1.612
    CI3_2| (CI3.1)   -1.975    0.064  -31.036    0.000   -1.975   -1.912
    CI3_2| (CI3.2)   -1.242    0.042  -29.632    0.000   -1.242   -1.202
    CI3_2| (CI3.3)   -0.808    0.035  -23.084    0.000   -0.808   -0.782
    CI3_2| (CI3.4)   -0.217    0.032   -6.845    0.000   -0.217   -0.210
    CI3_2| (CI3.5)    0.545    0.033   16.338    0.000    0.545    0.528
    CI3_2| (CI3.6)    1.405    0.046   30.279    0.000    1.405    1.361
    SS1_2| (SS1.1)   -1.803    0.056  -32.221    0.000   -1.803   -1.741
    SS1_2| (SS1.2)   -1.066    0.039  -27.106    0.000   -1.066   -1.029
    SS1_2| (SS1.3)   -0.530    0.034  -15.629    0.000   -0.530   -0.512
    SS1_2| (SS1.4)    0.028    0.032    0.875    0.381    0.028    0.027
    SS1_2| (SS1.5)    0.757    0.036   21.237    0.000    0.757    0.731
    SS1_2| (SS1.6)    1.644    0.053   30.903    0.000    1.644    1.588
    SS2_2| (SS2.1)   -1.879    0.059  -31.906    0.000   -1.879   -1.924
    SS2_2| (SS2.2)   -1.389    0.045  -31.142    0.000   -1.389   -1.422
    SS2_2| (SS2.3)   -0.903    0.036  -25.012    0.000   -0.903   -0.924
    SS2_2| (SS2.4)   -0.312    0.032   -9.893    0.000   -0.312   -0.319
    SS2_2| (SS2.5)    0.292    0.032    9.187    0.000    0.292    0.299
    SS2_2| (SS2.6)    1.182    0.041   28.564    0.000    1.182    1.211
    SS3_2| (SS3.1)   -1.736    0.053  -32.548    0.000   -1.736   -1.697
    SS3_2| (SS3.2)   -0.907    0.037  -24.450    0.000   -0.907   -0.887
    SS3_2| (SS3.3)   -0.390    0.033  -11.948    0.000   -0.390   -0.381
    SS3_2| (SS3.4)    0.197    0.033    6.062    0.000    0.197    0.193
    SS3_2| (SS3.5)    0.847    0.037   22.719    0.000    0.847    0.828
    SS3_2| (SS3.6)    1.603    0.053   30.529    0.000    1.603    1.567
    SO1_2| (SO1.1)   -2.112    0.069  -30.495    0.000   -2.112   -2.062
    SO1_2| (SO1.2)   -1.398    0.045  -30.836    0.000   -1.398   -1.365
    SO1_2| (SO1.3)   -0.930    0.037  -25.208    0.000   -0.930   -0.908
    SO1_2| (SO1.4)   -0.232    0.031   -7.582    0.000   -0.232   -0.226
    SO1_2| (SO1.5)    0.512    0.033   15.570    0.000    0.512    0.500
    SO1_2| (SO1.6)    1.612    0.051   31.707    0.000    1.612    1.574
    SO2_2| (SO2.1)   -1.603    0.049  -32.965    0.000   -1.603   -1.570
    SO2_2| (SO2.2)   -0.890    0.037  -24.136    0.000   -0.890   -0.871
    SO2_2| (SO2.3)   -0.318    0.032   -9.938    0.000   -0.318   -0.312
    SO2_2| (SO2.4)    0.204    0.032    6.344    0.000    0.204    0.200
    SO2_2| (SO2.5)    0.967    0.038   25.342    0.000    0.967    0.947
    SO2_2| (SO2.6)    1.874    0.063   29.662    0.000    1.874    1.835
    SO3_2| (SO3.1)   -1.523    0.048  -31.456    0.000   -1.523   -1.556
    SO3_2| (SO3.2)   -0.774    0.036  -21.759    0.000   -0.774   -0.791
    SO3_2| (SO3.3)   -0.280    0.031   -9.000    0.000   -0.280   -0.286
    SO3_2| (SO3.4)    0.363    0.032   11.499    0.000    0.363    0.371
    SO3_2| (SO3.5)    1.084    0.039   27.615    0.000    1.084    1.108
    SO3_2| (SO3.6)    2.044    0.073   28.078    0.000    2.044    2.089
    DM1_2| (DM1.1)   -1.423    0.045  -31.467    0.000   -1.423   -1.431
    DM1_2| (DM1.2)   -0.712    0.035  -20.107    0.000   -0.712   -0.716
    DM1_2| (DM1.3)   -0.326    0.032  -10.193    0.000   -0.326   -0.328
    DM1_2| (DM1.4)    0.469    0.033   14.304    0.000    0.469    0.472
    DM1_2| (DM1.5)    1.152    0.040   28.586    0.000    1.152    1.158
    DM1_2| (DM1.6)    1.847    0.061   30.096    0.000    1.847    1.858
    DM2_2| (DM2.1)   -1.468    0.045  -32.460    0.000   -1.468   -1.436
    DM2_2| (DM2.2)   -0.755    0.035  -21.705    0.000   -0.755   -0.738
    DM2_2| (DM2.3)   -0.334    0.032  -10.456    0.000   -0.334   -0.326
    DM2_2| (DM2.4)    0.129    0.031    4.193    0.000    0.129    0.126
    DM2_2| (DM2.5)    0.811    0.036   22.292    0.000    0.811    0.793
    DM2_2| (DM2.6)    1.555    0.049   31.811    0.000    1.555    1.521
    DM3_2| (DM3.1)   -1.628    0.050  -32.364    0.000   -1.628   -1.569
    DM3_2| (DM3.2)   -0.888    0.037  -24.288    0.000   -0.888   -0.855
    DM3_2| (DM3.3)   -0.493    0.033  -15.044    0.000   -0.493   -0.476
    DM3_2| (DM3.4)   -0.062    0.031   -1.966    0.049   -0.062   -0.060
    DM3_2| (DM3.5)    0.678    0.034   19.759    0.000    0.678    0.654
    DM3_2| (DM3.6)    1.521    0.049   31.188    0.000    1.521    1.466
    DP1_2| (DP1.1)   -1.851    0.058  -32.072    0.000   -1.851   -1.731
    DP1_2| (DP1.2)   -1.210    0.041  -29.565    0.000   -1.210   -1.132
    DP1_2| (DP1.3)   -0.812    0.035  -23.009    0.000   -0.812   -0.759
    DP1_2| (DP1.4)   -0.359    0.032  -11.120    0.000   -0.359   -0.335
    DP1_2| (DP1.5)    0.512    0.034   15.039    0.000    0.512    0.478
    DP1_2| (DP1.6)    1.477    0.048   30.522    0.000    1.477    1.381
    DP2_2| (DP2.1)   -1.647    0.051  -32.390    0.000   -1.647   -1.587
    DP2_2| (DP2.2)   -0.929    0.037  -24.840    0.000   -0.929   -0.895
    DP2_2| (DP2.3)   -0.478    0.033  -14.275    0.000   -0.478   -0.460
    DP2_2| (DP2.4)    0.024    0.032    0.747    0.455    0.024    0.023
    DP2_2| (DP2.5)    0.725    0.036   20.327    0.000    0.725    0.698
    DP2_2| (DP2.6)    1.635    0.053   30.622    0.000    1.635    1.575
    DP3_2| (DP3.1)   -2.124    0.065  -32.780    0.000   -2.124   -2.128
    DP3_2| (DP3.2)   -1.565    0.045  -34.628    0.000   -1.565   -1.567
    DP3_2| (DP3.3)   -1.171    0.038  -30.870    0.000   -1.171   -1.173
    DP3_2| (DP3.4)   -0.538    0.032  -17.026    0.000   -0.538   -0.539
    DP3_2| (DP3.5)    0.269    0.031    8.603    0.000    0.269    0.269
    DP3_2| (DP3.6)    1.317    0.044   29.832    0.000    1.317    1.319
    DG1_2| (DG1.1)   -1.940    0.060  -32.346    0.000   -1.940   -1.907
    DG1_2| (DG1.2)   -1.219    0.040  -30.611    0.000   -1.219   -1.198
    DG1_2| (DG1.3)   -0.697    0.033  -20.902    0.000   -0.697   -0.685
    DG1_2| (DG1.4)   -0.291    0.032   -9.145    0.000   -0.291   -0.286
    DG1_2| (DG1.5)    0.515    0.033   15.475    0.000    0.515    0.506
    DG1_2| (DG1.6)    1.369    0.044   31.035    0.000    1.369    1.346
    DG2_2| (DG2.1)   -2.263    0.080  -28.439    0.000   -2.263   -2.197
    DG2_2| (DG2.2)   -1.716    0.052  -32.760    0.000   -1.716   -1.666
    DG2_2| (DG2.3)   -1.328    0.042  -31.645    0.000   -1.328   -1.289
    DG2_2| (DG2.4)   -0.895    0.034  -25.975    0.000   -0.895   -0.869
    DG2_2| (DG2.5)   -0.096    0.031   -3.067    0.002   -0.096   -0.093
    DG2_2| (DG2.6)    0.919    0.037   24.859    0.000    0.919    0.892
    DG3_2| (DG3.1)   -2.082    0.065  -31.907    0.000   -2.082   -2.093
    DG3_2| (DG3.2)   -1.495    0.047  -31.961    0.000   -1.495   -1.502
    DG3_2| (DG3.3)   -1.031    0.037  -27.839    0.000   -1.031   -1.036
    DG3_2| (DG3.4)   -0.659    0.033  -20.155    0.000   -0.659   -0.662
    DG3_2| (DG3.5)    0.150    0.030    4.941    0.000    0.150    0.151
    DG3_2| (DG3.6)    1.029    0.038   27.246    0.000    1.029    1.034

Variances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    C1                1.000                               1.000    1.000
    S1                1.000                               1.000    1.000
    D1                1.000                               1.000    1.000
    C2                1.115    0.053   20.912    0.000    1.000    1.000
    S2                1.081    0.055   19.752    0.000    1.000    1.000
    D2                1.143    0.054   21.073    0.000    1.000    1.000
   .CG1_1             0.280                               0.280    0.280
   .CG2_1             0.287                               0.287    0.287
   .CG3_1             0.382                               0.382    0.382
   .CI1_1             0.180                               0.180    0.180
   .CI2_1             0.580                               0.580    0.580
   .CI3_1             0.415                               0.415    0.415
   .SS1_1             0.354                               0.354    0.354
   .SS2_1             0.532                               0.532    0.532
   .SS3_1             0.214                               0.214    0.214
   .SO1_1             0.581                               0.581    0.581
   .SO2_1             0.454                               0.454    0.454
   .SO3_1             0.500                               0.500    0.500
   .DM1_1             0.414                               0.414    0.414
   .DM2_1             0.312                               0.312    0.312
   .DM3_1             0.232                               0.232    0.232
   .DP1_1             0.178                               0.178    0.178
   .DP2_1             0.270                               0.270    0.270
   .DP3_1             0.500                               0.500    0.500
   .DG1_1             0.427                               0.427    0.427
   .DG2_1             0.516                               0.516    0.516
   .DG3_1             0.560                               0.560    0.560
   .CG1_2             0.208                               0.208    0.206
   .CG2_2             0.198                               0.198    0.199
   .CG3_2             0.378                               0.378    0.354
   .CI1_2             0.145                               0.145    0.137
   .CI2_2             0.493                               0.493    0.513
   .CI3_2             0.415                               0.415    0.389
   .SS1_2             0.373                               0.373    0.348
   .SS2_2             0.448                               0.448    0.469
   .SS3_2             0.196                               0.196    0.187
   .SO1_2             0.596                               0.596    0.568
   .SO2_2             0.453                               0.453    0.434
   .SO3_2             0.416                               0.416    0.435
   .DM1_2             0.319                               0.319    0.323
   .DM2_2             0.259                               0.259    0.247
   .DM3_2             0.198                               0.198    0.184
   .DP1_2             0.205                               0.205    0.179
   .DP2_2             0.243                               0.243    0.225
   .DP3_2             0.425                               0.425    0.427
   .DG1_2             0.380                               0.380    0.368
   .DG2_2             0.508                               0.508    0.479
   .DG3_2             0.487                               0.487    0.492

Scales y*:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1_1             1.000                               1.000    1.000
    CG2_1             1.000                               1.000    1.000
    CG3_1             1.000                               1.000    1.000
    CI1_1             1.000                               1.000    1.000
    CI2_1             1.000                               1.000    1.000
    CI3_1             1.000                               1.000    1.000
    SS1_1             1.000                               1.000    1.000
    SS2_1             1.000                               1.000    1.000
    SS3_1             1.000                               1.000    1.000
    SO1_1             1.000                               1.000    1.000
    SO2_1             1.000                               1.000    1.000
    SO3_1             1.000                               1.000    1.000
    DM1_1             1.000                               1.000    1.000
    DM2_1             1.000                               1.000    1.000
    DM3_1             1.000                               1.000    1.000
    DP1_1             1.000                               1.000    1.000
    DP2_1             1.000                               1.000    1.000
    DP3_1             1.000                               1.000    1.000
    DG1_1             1.000                               1.000    1.000
    DG2_1             1.000                               1.000    1.000
    DG3_1             1.000                               1.000    1.000
    CG1_2             0.995    0.022   45.029    0.000    0.995    1.000
    CG2_2             1.003    0.022   44.922    0.000    1.003    1.000
    CG3_2             0.968    0.021   46.877    0.000    0.968    1.000
    CI1_2             0.971    0.021   45.661    0.000    0.971    1.000
    CI2_2             1.020    0.025   40.473    0.000    1.020    1.000
    CI3_2             0.968    0.022   44.192    0.000    0.968    1.000
    SS1_2             0.966    0.021   46.027    0.000    0.966    1.000
    SS2_2             1.024    0.024   43.343    0.000    1.024    1.000
    SS3_2             0.978    0.022   44.379    0.000    0.978    1.000
    SO1_2             0.976    0.025   39.597    0.000    0.976    1.000
    SO2_2             0.979    0.023   41.988    0.000    0.979    1.000
    SO3_2             1.022    0.023   44.609    0.000    1.022    1.000
    DM1_2             1.006    0.023   44.149    0.000    1.006    1.000
    DM2_2             0.978    0.021   46.258    0.000    0.978    1.000
    DM3_2             0.964    0.021   46.638    0.000    0.964    1.000
    DP1_2             0.935    0.020   46.966    0.000    0.935    1.000
    DP2_2             0.963    0.021   46.366    0.000    0.963    1.000
    DP3_2             1.002    0.022   45.398    0.000    1.002    1.000
    DG1_2             0.983    0.021   45.765    0.000    0.983    1.000
    DG2_2             0.971    0.023   42.770    0.000    0.971    1.000
    DG3_2             1.005    0.024   41.965    0.000    1.005    1.000
## test equivalence of thresholds, given equivalence of configural model
lavTestLRT(fit.loading.wide, fit.lrintercept.wide, method = "satorra.bentler.2010")
Scaled Chi-Squared Difference Test (method = "satorra.bentler.2010")

lavaan NOTE:
    The "Chisq" column contains standard test statistics, not the
    robust test that should be reported per model. A robust difference
    test is a function of two standard (not robust) statistics.
 
                      Df AIC BIC  Chisq Chisq diff Df diff Pr(>Chisq)
fit.loading.wide     885         8318.1                              
fit.lrintercept.wide 903         8340.8     15.233      18     0.6459

The chi-square difference test gives evidence of invariance in latent response intercepts across waves. Differences in the latent response intercept would represent a shift in the probability of endorsing all categories between the waves across all levels of the latent variable, not just the average. Meaning, that a negative shift in the latent response intercept between waves would indicate a tendency to endorse lower response categories.

An example of this is shown next after extracting and finding the item with the last latent response mean difference.

loading.model.lrintercept.est <- lavaan::parTable(fit.loading.wide) %>%
    filter(op == "~1", est != 0) %>%
    mutate(group = substr(lhs, nchar(lhs), 1000), item = substr(lhs, 1, nchar(lhs) -
        2), Domain = recode(substr(lhs, 1, 1), C = "Coherence", S = "Significance",
        D = "Direction")) %>%
    dplyr::select(Domain, item, est)


cols = c(Coherence = "grey25", Direction = "grey50", Significance = "grey75")
shp = c(Coherence = 18, Direction = 16, Significance = 15)
ggplot(loading.model.lrintercept.est, aes(x = Domain, y = est)) + geom_point() +
    geom_hline(yintercept = 0, linetype = "dashed") + labs(x = "Domain", y = "Difference in intercepts (Wave 2 - Wave 1)",
    title = "Difference in latent response intercepts") + theme_classic()

loading.model.lrintercept.est %>%
    arrange(-desc(est)) %>%
    kable(format = "html", digits = 3) %>%
    kable_styling(full_width = T) %>%
    scroll_box(width = "100%", height = "400px")
Domain item est
Significance SS1 -0.135
Direction DM2 -0.121
Direction DM3 -0.120
Direction DM1 -0.110
Significance SS3 -0.109
Direction DP2 -0.108
Direction DP1 -0.107
Direction DG2 -0.103
Coherence CG2 -0.102
Significance SS2 -0.100
Direction DP3 -0.094
Coherence CG3 -0.090
Coherence CG1 -0.071
Coherence CI1 -0.063
Coherence CI3 -0.059
Significance SO3 -0.055
Significance SO2 -0.044
Direction DG1 -0.038
Coherence CI2 -0.037
Direction DG3 -0.035
Significance SO1 -0.027
# grab thresholds for item SS1
tau_vec <- lavaan::parTable(fit.loading.wide) %>%
    filter(op == "|", lhs == "SS1_1") %>%
    dplyr::select(est)
tau_vec <- tau_vec$est

# response probabilities for LV Intercept = 0
prob_vec1 <- numeric(7)
# Pr(y=1)
prob_vec1[1] <- exp(tau_vec[1])/(1 + exp(tau_vec[1]))
# Pr(y=2)
prob_vec1[2] <- exp(tau_vec[2])/(1 + exp(tau_vec[2])) - exp(tau_vec[1])/(1 + exp(tau_vec[1]))
# Pr(y=3)
prob_vec1[3] <- exp(tau_vec[3])/(1 + exp(tau_vec[3])) - exp(tau_vec[2])/(1 + exp(tau_vec[2]))
# Pr(y=4)
prob_vec1[4] <- exp(tau_vec[4])/(1 + exp(tau_vec[4])) - exp(tau_vec[3])/(1 + exp(tau_vec[3]))
# Pr(y=5)
prob_vec1[5] <- exp(tau_vec[5])/(1 + exp(tau_vec[5])) - exp(tau_vec[4])/(1 + exp(tau_vec[4]))
# Pr(y=6)
prob_vec1[6] <- exp(tau_vec[6])/(1 + exp(tau_vec[6])) - exp(tau_vec[5])/(1 + exp(tau_vec[5]))
# Pr(y=7)
prob_vec1[7] <- 1 - exp(tau_vec[6])/(1 + exp(tau_vec[6]))
# adds to 1
sum(prob_vec1)
[1] 1
prob_vec1
[1] 0.1387009 0.1130462 0.1133427 0.1362537 0.1744893 0.1592027 0.1649645
# response probabilities for LV Intercept = -0.13
prob_vec2 <- numeric(7)
nu = -0.13
# Pr(y=1)
prob_vec2[1] <- exp(tau_vec[1] + nu)/(1 + exp(tau_vec[1] + nu))
# Pr(y=2)
prob_vec2[2] <- exp(tau_vec[2] + nu)/(1 + exp(tau_vec[2] + nu)) - exp(tau_vec[1] +
    nu)/(1 + exp(tau_vec[1] + nu))
# Pr(y=3)
prob_vec2[3] <- exp(tau_vec[3] + nu)/(1 + exp(tau_vec[3] + nu)) - exp(tau_vec[2] +
    nu)/(1 + exp(tau_vec[2] + nu))
# Pr(y=4)
prob_vec2[4] <- exp(tau_vec[4] + nu)/(1 + exp(tau_vec[4] + nu)) - exp(tau_vec[3] +
    nu)/(1 + exp(tau_vec[3] + nu))
# Pr(y=5)
prob_vec2[5] <- exp(tau_vec[5] + nu)/(1 + exp(tau_vec[5] + nu)) - exp(tau_vec[4] +
    nu)/(1 + exp(tau_vec[4] + nu))
# Pr(y=6)
prob_vec2[6] <- exp(tau_vec[6] + nu)/(1 + exp(tau_vec[6] + nu)) - exp(tau_vec[5] +
    nu)/(1 + exp(tau_vec[5] + nu))
# Pr(y=7)
prob_vec2[7] <- 1 - exp(tau_vec[6] + nu)/(1 + exp(tau_vec[6] + nu))
# adds to 1
sum(prob_vec2)
[1] 1
prob_vec2
[1] 0.1238873 0.1041695 0.1074594 0.1333675 0.1778440 0.1696122 0.1836601
# difference between waves
prob_vec2 - prob_vec1
[1] -0.014813548 -0.008876704 -0.005883337 -0.002886144  0.003354650
[6]  0.010409468  0.018695615
# wave item mean (sum (P*X))
sum(prob_vec1 * 1:7)
[1] 4.232251
sum(prob_vec2 * 1:7)  # wave 2 with a lower item intercept has a lower item mean
[1] 4.380589

Backwards compared to thresholds, a lower mean on the latent response would indicate a lower response on average to the item. Meaning, items with a lower latent response variable average will have a lower average on the observed items, on average. The major gain we get from moving from the observed categorical indicators to the latent response variables is a easier comparison on a continuous scale as opposed to the observed categorical scale.

Investigate residuals

resid.lrintercept.out <- lavaan::resid(fit.lrintercept.wide, type = "cor")

resid.lrintercept <- transform_resid_to_dataframe(resid.lrintercept.out) %>%
    mutate(V1_Domain = recode(V1_Domain, C = "Coherence", S = "Significance", D = "Direction"),
        V2_Domain = recode(V2_Domain, C = "Coherence", S = "Significance", D = "Direction"))

resid.lrintercept %>%
    arrange(desc(abs(resid))) %>%
    kable(format = "html", digits = 3) %>%
    kable_styling(full_width = T) %>%
    scroll_box(width = "100%", height = "400px")
Covariance Same_Wave V1_Wave V2_Wave V1_Domain V2_Domain V1_Item V2_Item resid
Cov(DG2_2, DG3_2) Within Wave 2 2 Direction Direction DG2 DG3 0.207
Cov(DM1_2, DG2_2) Within Wave 2 2 Direction Direction DM1 DG2 -0.206
Cov(DG2_1, DG3_1) Within Wave 1 1 Direction Direction DG2 DG3 0.194
Cov(DM1_2, DG3_2) Within Wave 2 2 Direction Direction DM1 DG3 -0.188
Cov(DM1_1, DG2_1) Within Wave 1 1 Direction Direction DM1 DG2 -0.179
Cov(SO2_2, SO3_2) Within Wave 2 2 Significance Significance SO2 SO3 0.178
Cov(DM1_2, DP3_2) Within Wave 2 2 Direction Direction DM1 DP3 -0.169
Cov(DM1_1, DP3_1) Within Wave 1 1 Direction Direction DM1 DP3 -0.169
Cov(DM2_1, DG1_1) Within Wave 1 1 Direction Direction DM2 DG1 -0.164
Cov(DM2_2, DG3_2) Within Wave 2 2 Direction Direction DM2 DG3 -0.164
Cov(DM1_1, DG3_1) Within Wave 1 1 Direction Direction DM1 DG3 -0.162
Cov(DG1_2, DG3_2) Within Wave 2 2 Direction Direction DG1 DG3 0.160
Cov(DM1_2, DG1_2) Within Wave 2 2 Direction Direction DM1 DG1 -0.160
Cov(DG1_1, DG3_1) Within Wave 1 1 Direction Direction DG1 DG3 0.160
Cov(DG1_2, DG2_2) Within Wave 2 2 Direction Direction DG1 DG2 0.159
Cov(CG2_2, DG2_2) Within Wave 2 2 Coherence Direction CG2 DG2 -0.157
Cov(CG2_1, DG2_1) Within Wave 1 1 Coherence Direction CG2 DG2 -0.150
Cov(DM2_1, DP3_1) Within Wave 1 1 Direction Direction DM2 DP3 -0.149
Cov(DG1_1, DG2_1) Within Wave 1 1 Direction Direction DG1 DG2 0.147
Cov(DM1_1, DG3_2) Between Wave 1 2 Direction Direction DM1 DG3 -0.147
Cov(CG1_2, DG2_2) Within Wave 2 2 Coherence Direction CG1 DG2 -0.144
Cov(DM1_1, DG1_1) Within Wave 1 1 Direction Direction DM1 DG1 -0.137
Cov(CG2_1, DG1_1) Within Wave 1 1 Coherence Direction CG2 DG1 -0.136
Cov(CG1_2, CI2_2) Within Wave 2 2 Coherence Coherence CG1 CI2 -0.136
Cov(CG1_1, DG2_1) Within Wave 1 1 Coherence Direction CG1 DG2 -0.136
Cov(DP3_1, DG1_1) Within Wave 1 1 Direction Direction DP3 DG1 0.135
Cov(DM3_2, DG3_2) Within Wave 2 2 Direction Direction DM3 DG3 -0.135
Cov(DG3_1, DG1_2) Between Wave 1 2 Direction Direction DG3 DG1 0.135
Cov(DM2_2, DG1_2) Within Wave 2 2 Direction Direction DM2 DG1 -0.134
Cov(DG3_1, DG2_2) Between Wave 1 2 Direction Direction DG3 DG2 0.134
Cov(CG1_2, CI3_2) Within Wave 2 2 Coherence Coherence CG1 CI3 -0.133
Cov(SO1_1, SO3_1) Within Wave 1 1 Significance Significance SO1 SO3 0.132
Cov(CI1_1, DP2_1) Within Wave 1 1 Coherence Direction CI1 DP2 0.132
Cov(CG2_1, DP3_1) Within Wave 1 1 Coherence Direction CG2 DP3 -0.131
Cov(DG2_1, DG3_2) Between Wave 1 2 Direction Direction DG2 DG3 0.130
Cov(DM2_2, DG2_2) Within Wave 2 2 Direction Direction DM2 DG2 -0.129
Cov(DG1_1, DG3_2) Between Wave 1 2 Direction Direction DG1 DG3 0.129
Cov(DP2_2, DG2_2) Within Wave 2 2 Direction Direction DP2 DG2 -0.128
Cov(CG1_2, SO1_2) Within Wave 2 2 Coherence Significance CG1 SO1 -0.124
Cov(SO2_1, SO3_1) Within Wave 1 1 Significance Significance SO2 SO3 0.123
Cov(DP3_1, DG2_1) Within Wave 1 1 Direction Direction DP3 DG2 0.123
Cov(CG2_2, CI3_2) Within Wave 2 2 Coherence Coherence CG2 CI3 -0.123
Cov(CI2_1, SS2_1) Within Wave 1 1 Coherence Significance CI2 SS2 0.122
Cov(CI2_2, SS2_2) Within Wave 2 2 Coherence Significance CI2 SS2 0.122
Cov(DM2_1, DG3_1) Within Wave 1 1 Direction Direction DM2 DG3 -0.121
Cov(DP3_2, DG1_2) Within Wave 2 2 Direction Direction DP3 DG1 0.120
Cov(DM2_2, DP3_2) Within Wave 2 2 Direction Direction DM2 DP3 -0.119
Cov(CG2_2, DG3_2) Within Wave 2 2 Coherence Direction CG2 DG3 -0.119
Cov(CG2_1, CI3_1) Within Wave 1 1 Coherence Coherence CG2 CI3 -0.117
Cov(CG2_1, DG3_1) Within Wave 1 1 Coherence Direction CG2 DG3 -0.115
Cov(DM2_1, DM3_1) Within Wave 1 1 Direction Direction DM2 DM3 0.114
Cov(DP3_1, DG3_1) Within Wave 1 1 Direction Direction DP3 DG3 0.113
Cov(CG1_2, SO2_2) Within Wave 2 2 Coherence Significance CG1 SO2 -0.113
Cov(CG1_1, DP3_1) Within Wave 1 1 Coherence Direction CG1 DP3 -0.113
Cov(CG1_1, CG2_1) Within Wave 1 1 Coherence Coherence CG1 CG2 0.113
Cov(DM2_1, DG2_1) Within Wave 1 1 Direction Direction DM2 DG2 -0.113
Cov(SO3_1, DM1_1) Within Wave 1 1 Significance Direction SO3 DM1 0.113
Cov(SO2_1, SO3_2) Between Wave 1 2 Significance Significance SO2 SO3 0.111
Cov(CI1_2, DP2_2) Within Wave 2 2 Coherence Direction CI1 DP2 0.111
Cov(CI1_1, CI3_1) Within Wave 1 1 Coherence Coherence CI1 CI3 -0.111
Cov(CG2_2, CI2_2) Within Wave 2 2 Coherence Coherence CG2 CI2 -0.110
Cov(SS3_2, SO3_2) Within Wave 2 2 Significance Significance SS3 SO3 -0.110
Cov(CG2_2, DP3_2) Within Wave 2 2 Coherence Direction CG2 DP3 -0.109
Cov(CG2_1, DG2_2) Between Wave 1 2 Coherence Direction CG2 DG2 -0.109
Cov(CG2_2, SO1_2) Within Wave 2 2 Coherence Significance CG2 SO1 -0.109
Cov(CG1_1, DG3_2) Between Wave 1 2 Coherence Direction CG1 DG3 -0.108
Cov(CG1_2, DG3_2) Within Wave 2 2 Coherence Direction CG1 DG3 -0.108
Cov(CI1_2, SS3_2) Within Wave 2 2 Coherence Significance CI1 SS3 0.108
Cov(CG2_2, DG1_2) Within Wave 2 2 Coherence Direction CG2 DG1 -0.106
Cov(CG1_1, DG1_1) Within Wave 1 1 Coherence Direction CG1 DG1 -0.106
Cov(DG2_1, CG2_2) Between Wave 1 2 Direction Coherence DG2 CG2 -0.105
Cov(CI1_1, DM1_2) Between Wave 1 2 Coherence Direction CI1 DM1 0.104
Cov(DM3_1, DG3_1) Within Wave 1 1 Direction Direction DM3 DG3 -0.104
Cov(CG1_2, DP3_2) Within Wave 2 2 Coherence Direction CG1 DP3 -0.103
Cov(DM1_1, DP3_2) Between Wave 1 2 Direction Direction DM1 DP3 -0.103
Cov(DP2_1, DG2_1) Within Wave 1 1 Direction Direction DP2 DG2 -0.103
Cov(DG2_1, DG1_2) Between Wave 1 2 Direction Direction DG2 DG1 0.102
Cov(DM3_2, DG1_2) Within Wave 2 2 Direction Direction DM3 DG1 -0.102
Cov(DM1_1, DG2_2) Between Wave 1 2 Direction Direction DM1 DG2 -0.102
Cov(DG1_1, DP3_2) Between Wave 1 2 Direction Direction DG1 DP3 0.102
Cov(CI1_1, DM1_1) Within Wave 1 1 Coherence Direction CI1 DM1 0.102
Cov(SO1_2, SO3_2) Within Wave 2 2 Significance Significance SO1 SO3 0.101
Cov(DP2_2, DG3_2) Within Wave 2 2 Direction Direction DP2 DG3 -0.101
Cov(CI2_1, SS1_1) Within Wave 1 1 Coherence Significance CI2 SS1 0.100
Cov(DP3_2, DG3_2) Within Wave 2 2 Direction Direction DP3 DG3 0.100
Cov(DP3_1, DM1_2) Between Wave 1 2 Direction Direction DP3 DM1 -0.098
Cov(CG1_1, DG2_2) Between Wave 1 2 Coherence Direction CG1 DG2 -0.098
Cov(DM3_1, DG1_1) Within Wave 1 1 Direction Direction DM3 DG1 -0.097
Cov(CG1_1, DG3_1) Within Wave 1 1 Coherence Direction CG1 DG3 -0.097
Cov(DP3_2, DG2_2) Within Wave 2 2 Direction Direction DP3 DG2 0.097
Cov(CG2_1, SO1_1) Within Wave 1 1 Coherence Significance CG2 SO1 -0.097
Cov(CI1_1, DP2_2) Between Wave 1 2 Coherence Direction CI1 DP2 0.097
Cov(CG2_2, SO2_2) Within Wave 2 2 Coherence Significance CG2 SO2 -0.096
Cov(DP3_1, DG3_2) Between Wave 1 2 Direction Direction DP3 DG3 0.096
Cov(DM2_1, DG3_2) Between Wave 1 2 Direction Direction DM2 DG3 -0.095
Cov(CG2_1, DM1_2) Between Wave 1 2 Coherence Direction CG2 DM1 0.095
Cov(CG2_1, CI2_1) Within Wave 1 1 Coherence Coherence CG2 CI2 -0.094
Cov(CG1_2, SO3_2) Within Wave 2 2 Coherence Significance CG1 SO3 -0.094
Cov(DG1_1, DG2_2) Between Wave 1 2 Direction Direction DG1 DG2 0.094
Cov(SS3_2, DG2_2) Within Wave 2 2 Significance Direction SS3 DG2 -0.094
Cov(DM3_2, DG2_2) Within Wave 2 2 Direction Direction DM3 DG2 -0.094
Cov(DM3_2, DP3_2) Within Wave 2 2 Direction Direction DM3 DP3 -0.093
Cov(SS3_1, SO3_1) Within Wave 1 1 Significance Significance SS3 SO3 -0.093
Cov(CG2_1, DG3_2) Between Wave 1 2 Coherence Direction CG2 DG3 -0.093
Cov(CI2_2, SS1_2) Within Wave 2 2 Coherence Significance CI2 SS1 0.093
Cov(DG2_1, DP3_2) Between Wave 1 2 Direction Direction DG2 DP3 0.093
Cov(CG1_1, SO1_1) Within Wave 1 1 Coherence Significance CG1 SO1 -0.092
Cov(DG2_1, CG1_2) Between Wave 1 2 Direction Coherence DG2 CG1 -0.092
Cov(CG1_1, CI3_1) Within Wave 1 1 Coherence Coherence CG1 CI3 -0.092
Cov(DP3_1, DG1_2) Between Wave 1 2 Direction Direction DP3 DG1 0.091
Cov(DM2_2, DM3_2) Within Wave 2 2 Direction Direction DM2 DM3 0.091
Cov(CG1_2, DG1_2) Within Wave 2 2 Coherence Direction CG1 DG1 -0.090
Cov(CG1_1, CI2_1) Within Wave 1 1 Coherence Coherence CG1 CI2 -0.090
Cov(CG1_1, SO3_1) Within Wave 1 1 Coherence Significance CG1 SO3 -0.090
Cov(CG3_2, SO3_2) Within Wave 2 2 Coherence Significance CG3 SO3 -0.089
Cov(SO3_1, SO2_2) Between Wave 1 2 Significance Significance SO3 SO2 0.089
Cov(DG3_1, DM1_2) Between Wave 1 2 Direction Direction DG3 DM1 -0.089
Cov(CI1_2, DM1_2) Within Wave 2 2 Coherence Direction CI1 DM1 0.088
Cov(CI1_2, DG2_2) Within Wave 2 2 Coherence Direction CI1 DG2 -0.087
Cov(DG3_1, CG2_2) Between Wave 1 2 Direction Coherence DG3 CG2 -0.087
Cov(DM1_2, DP1_2) Within Wave 2 2 Direction Direction DM1 DP1 -0.087
Cov(DG2_1, DM1_2) Between Wave 1 2 Direction Direction DG2 DM1 -0.086
Cov(CG2_1, DM1_1) Within Wave 1 1 Coherence Direction CG2 DM1 0.086
Cov(DG3_1, CG1_2) Between Wave 1 2 Direction Coherence DG3 CG1 -0.086
Cov(CG2_2, SO3_2) Within Wave 2 2 Coherence Significance CG2 SO3 -0.086
Cov(CG1_1, SS2_1) Within Wave 1 1 Coherence Significance CG1 SS2 -0.086
Cov(SO3_1, SO1_2) Between Wave 1 2 Significance Significance SO3 SO1 0.085
Cov(DM1_1, DP1_1) Within Wave 1 1 Direction Direction DM1 DP1 -0.085
Cov(CG1_1, DM3_1) Within Wave 1 1 Coherence Direction CG1 DM3 -0.085
Cov(CI3_1, SS1_1) Within Wave 1 1 Coherence Significance CI3 SS1 0.085
Cov(CG3_2, DG1_2) Within Wave 2 2 Coherence Direction CG3 DG1 -0.085
Cov(DM2_1, DP3_2) Between Wave 1 2 Direction Direction DM2 DP3 -0.085
Cov(DG3_1, DP3_2) Between Wave 1 2 Direction Direction DG3 DP3 0.085
Cov(CG3_2, SO2_2) Within Wave 2 2 Coherence Significance CG3 SO2 -0.085
Cov(SS3_2, SO2_2) Within Wave 2 2 Significance Significance SS3 SO2 -0.085
Cov(SO1_2, SO2_2) Within Wave 2 2 Significance Significance SO1 SO2 0.084
Cov(CI2_2, DP3_2) Within Wave 2 2 Coherence Direction CI2 DP3 0.084
Cov(CG1_1, SO1_2) Between Wave 1 2 Coherence Significance CG1 SO1 -0.084
Cov(CI2_1, CG2_2) Between Wave 1 2 Coherence Coherence CI2 CG2 -0.084
Cov(DP2_2, DG1_2) Within Wave 2 2 Direction Direction DP2 DG1 -0.083
Cov(DM3_1, DG2_1) Within Wave 1 1 Direction Direction DM3 DG2 -0.082
Cov(CG1_2, CG2_2) Within Wave 2 2 Coherence Coherence CG1 CG2 0.081
Cov(CG1_1, SO2_1) Within Wave 1 1 Coherence Significance CG1 SO2 -0.081
Cov(SO1_1, CG1_2) Between Wave 1 2 Significance Coherence SO1 CG1 -0.081
Cov(DG2_1, SO1_2) Between Wave 1 2 Direction Significance DG2 SO1 0.080
Cov(DM1_1, DG1_2) Between Wave 1 2 Direction Direction DM1 DG1 -0.079
Cov(CG2_1, DP3_2) Between Wave 1 2 Coherence Direction CG2 DP3 -0.079
Cov(CG3_2, DG2_2) Within Wave 2 2 Coherence Direction CG3 DG2 -0.079
Cov(SS3_1, DG2_1) Within Wave 1 1 Significance Direction SS3 DG2 -0.079
Cov(SO3_1, CG1_2) Between Wave 1 2 Significance Coherence SO3 CG1 -0.079
Cov(CI2_2, DG3_2) Within Wave 2 2 Coherence Direction CI2 DG3 0.078
Cov(CG2_1, DM3_1) Within Wave 1 1 Coherence Direction CG2 DM3 -0.078
Cov(CI2_2, SO1_2) Within Wave 2 2 Coherence Significance CI2 SO1 0.077
Cov(SO1_1, CG2_2) Between Wave 1 2 Significance Coherence SO1 CG2 -0.077
Cov(CG3_2, DG3_2) Within Wave 2 2 Coherence Direction CG3 DG3 -0.076
Cov(DM2_1, DM1_2) Between Wave 1 2 Direction Direction DM2 DM1 0.076
Cov(SS3_1, DM1_2) Between Wave 1 2 Significance Direction SS3 DM1 0.076
Cov(CI2_1, CG1_2) Between Wave 1 2 Coherence Coherence CI2 CG1 -0.075
Cov(SS3_2, SO1_2) Within Wave 2 2 Significance Significance SS3 SO1 -0.075
Cov(CG1_1, CI2_2) Between Wave 1 2 Coherence Coherence CG1 CI2 -0.074
Cov(SS3_1, DM1_1) Within Wave 1 1 Significance Direction SS3 DM1 0.074
Cov(DP3_1, CG2_2) Between Wave 1 2 Direction Coherence DP3 CG2 -0.073
Cov(CI1_1, SS3_1) Within Wave 1 1 Coherence Significance CI1 SS3 0.073
Cov(CI1_2, CI3_2) Within Wave 2 2 Coherence Coherence CI1 CI3 -0.073
Cov(SO1_1, SO3_2) Between Wave 1 2 Significance Significance SO1 SO3 0.073
Cov(CG1_1, DM1_2) Between Wave 1 2 Coherence Direction CG1 DM1 0.072
Cov(CG1_1, SO2_2) Between Wave 1 2 Coherence Significance CG1 SO2 -0.071
Cov(CG2_1, DG1_2) Between Wave 1 2 Coherence Direction CG2 DG1 -0.071
Cov(CI2_1, SS1_2) Between Wave 1 2 Coherence Significance CI2 SS1 0.071
Cov(DP2_1, CI1_2) Between Wave 1 2 Direction Coherence DP2 CI1 0.071
Cov(CI3_2, SS1_2) Within Wave 2 2 Coherence Significance CI3 SS1 0.070
Cov(CG1_1, DM1_1) Within Wave 1 1 Coherence Direction CG1 DM1 0.070
Cov(DP3_1, DG2_2) Between Wave 1 2 Direction Direction DP3 DG2 0.070
Cov(SS1_1, SO1_1) Within Wave 1 1 Significance Significance SS1 SO1 -0.070
Cov(DP2_1, DG3_1) Within Wave 1 1 Direction Direction DP2 DG3 -0.070
Cov(CG2_1, SO2_1) Within Wave 1 1 Coherence Significance CG2 SO2 -0.069
Cov(DM1_1, DP1_2) Between Wave 1 2 Direction Direction DM1 DP1 -0.069
Cov(SS2_1, DP1_1) Within Wave 1 1 Significance Direction SS2 DP1 0.068
Cov(CG2_2, DM1_2) Within Wave 2 2 Coherence Direction CG2 DM1 0.068
Cov(DM3_1, DP3_1) Within Wave 1 1 Direction Direction DM3 DP3 -0.068
Cov(SS3_1, SO1_1) Within Wave 1 1 Significance Significance SS3 SO1 -0.068
Cov(CG1_1, DP3_2) Between Wave 1 2 Coherence Direction CG1 DP3 -0.068
Cov(SO3_1, SS3_2) Between Wave 1 2 Significance Significance SO3 SS3 -0.068
Cov(CG2_1, SO1_2) Between Wave 1 2 Coherence Significance CG2 SO1 -0.066
Cov(SS3_2, DM1_2) Within Wave 2 2 Significance Direction SS3 DM1 0.065
Cov(SS2_1, CI2_2) Between Wave 1 2 Significance Coherence SS2 CI2 0.065
Cov(CG1_1, DG1_2) Between Wave 1 2 Coherence Direction CG1 DG1 -0.065
Cov(SO1_1, DM1_1) Within Wave 1 1 Significance Direction SO1 DM1 0.065
Cov(SS3_1, SO2_1) Within Wave 1 1 Significance Significance SS3 SO2 -0.065
Cov(SS1_1, DG2_1) Within Wave 1 1 Significance Direction SS1 DG2 -0.064
Cov(SO2_1, CG1_2) Between Wave 1 2 Significance Coherence SO2 CG1 -0.064
Cov(SS1_2, SO3_2) Within Wave 2 2 Significance Significance SS1 SO3 -0.064
Cov(CG2_1, SO3_1) Within Wave 1 1 Coherence Significance CG2 SO3 -0.064
Cov(DM2_1, DP2_1) Within Wave 1 1 Direction Direction DM2 DP2 -0.064
Cov(DM3_1, DG3_2) Between Wave 1 2 Direction Direction DM3 DG3 -0.063
Cov(DM2_2, DP2_2) Within Wave 2 2 Direction Direction DM2 DP2 -0.063
Cov(DM2_1, DG1_2) Between Wave 1 2 Direction Direction DM2 DG1 -0.063
Cov(CI3_1, CG3_2) Between Wave 1 2 Coherence Coherence CI3 CG3 0.063
Cov(DM2_1, DP1_1) Within Wave 1 1 Direction Direction DM2 DP1 -0.063
Cov(CG3_1, DM1_1) Within Wave 1 1 Coherence Direction CG3 DM1 0.062
Cov(CG2_2, CI1_2) Within Wave 2 2 Coherence Coherence CG2 CI1 -0.061
Cov(SO1_1, SO2_1) Within Wave 1 1 Significance Significance SO1 SO2 0.061
Cov(DG3_1, DM3_2) Between Wave 1 2 Direction Direction DG3 DM3 -0.060
Cov(SO1_2, DG2_2) Within Wave 2 2 Significance Direction SO1 DG2 0.060
Cov(CG3_1, SO1_1) Within Wave 1 1 Coherence Significance CG3 SO1 -0.060
Cov(SS3_2, DG1_2) Within Wave 2 2 Significance Direction SS3 DG1 -0.060
Cov(CG3_1, DG1_1) Within Wave 1 1 Coherence Direction CG3 DG1 -0.060
Cov(CI2_2, DP1_2) Within Wave 2 2 Coherence Direction CI2 DP1 0.060
Cov(DP3_1, DM2_2) Between Wave 1 2 Direction Direction DP3 DM2 -0.060
Cov(CI1_1, SS3_2) Between Wave 1 2 Coherence Significance CI1 SS3 0.059
Cov(SS3_1, SO1_2) Between Wave 1 2 Significance Significance SS3 SO1 -0.059
Cov(SS1_2, SO1_2) Within Wave 2 2 Significance Significance SS1 SO1 -0.059
Cov(DM1_1, CI2_2) Between Wave 1 2 Direction Coherence DM1 CI2 -0.059
Cov(DP2_1, DG2_2) Between Wave 1 2 Direction Direction DP2 DG2 -0.059
Cov(SO1_1, SS1_2) Between Wave 1 2 Significance Significance SO1 SS1 -0.058
Cov(CG3_1, DP2_1) Within Wave 1 1 Coherence Direction CG3 DP2 0.058
Cov(DG1_1, SS2_2) Between Wave 1 2 Direction Significance DG1 SS2 -0.058
Cov(SS1_1, DM2_1) Within Wave 1 1 Significance Direction SS1 DM2 -0.058
Cov(CI3_1, DP1_1) Within Wave 1 1 Coherence Direction CI3 DP1 0.058
Cov(SS3_1, CI1_2) Between Wave 1 2 Significance Coherence SS3 CI1 0.057
Cov(CG1_2, DM1_2) Within Wave 2 2 Coherence Direction CG1 DM1 0.057
Cov(SS3_2, DG3_2) Within Wave 2 2 Significance Direction SS3 DG3 -0.057
Cov(CI3_1, SS3_1) Within Wave 1 1 Coherence Significance CI3 SS3 0.057
Cov(CI3_2, DP1_2) Within Wave 2 2 Coherence Direction CI3 DP1 0.057
Cov(CI1_1, DG3_2) Between Wave 1 2 Coherence Direction CI1 DG3 -0.057
Cov(CG1_1, DP1_1) Within Wave 1 1 Coherence Direction CG1 DP1 -0.056
Cov(SO2_1, SO1_2) Between Wave 1 2 Significance Significance SO2 SO1 0.056
Cov(CI3_1, DP2_2) Between Wave 1 2 Coherence Direction CI3 DP2 0.056
Cov(CG2_1, CI1_1) Within Wave 1 1 Coherence Coherence CG2 CI1 -0.056
Cov(DP3_1, CG1_2) Between Wave 1 2 Direction Coherence DP3 CG1 -0.056
Cov(SO3_2, DM1_2) Within Wave 2 2 Significance Direction SO3 DM1 0.056
Cov(DG3_1, SS3_2) Between Wave 1 2 Direction Significance DG3 SS3 -0.056
Cov(CI1_1, CI2_1) Within Wave 1 1 Coherence Coherence CI1 CI2 -0.056
Cov(DM1_1, CG2_2) Between Wave 1 2 Direction Coherence DM1 CG2 0.055
Cov(DM1_1, SO3_2) Between Wave 1 2 Direction Significance DM1 SO3 0.055
Cov(CI3_1, DP2_1) Within Wave 1 1 Coherence Direction CI3 DP2 0.055
Cov(SO2_2, DM3_2) Within Wave 2 2 Significance Direction SO2 DM3 -0.055
Cov(CI2_1, DM2_2) Between Wave 1 2 Coherence Direction CI2 DM2 -0.055
Cov(DP3_1, DM3_2) Between Wave 1 2 Direction Direction DP3 DM3 -0.055
Cov(CI1_1, DG2_1) Within Wave 1 1 Coherence Direction CI1 DG2 -0.055
Cov(CI1_2, SS1_2) Within Wave 2 2 Coherence Significance CI1 SS1 0.055
Cov(SS3_2, DP2_2) Within Wave 2 2 Significance Direction SS3 DP2 0.055
Cov(CI1_1, SO3_1) Within Wave 1 1 Coherence Significance CI1 SO3 -0.055
Cov(DM1_1, CG1_2) Between Wave 1 2 Direction Coherence DM1 CG1 0.054
Cov(CI3_2, SO2_2) Within Wave 2 2 Coherence Significance CI3 SO2 -0.054
Cov(CG1_1, SS1_1) Within Wave 1 1 Coherence Significance CG1 SS1 -0.054
Cov(CG2_2, DM3_2) Within Wave 2 2 Coherence Direction CG2 DM3 -0.054
Cov(CI1_2, DP1_2) Within Wave 2 2 Coherence Direction CI1 DP1 0.054
Cov(SS3_1, DG2_2) Between Wave 1 2 Significance Direction SS3 DG2 -0.054
Cov(CG1_2, SS2_2) Within Wave 2 2 Coherence Significance CG1 SS2 -0.054
Cov(SS3_1, DP2_2) Between Wave 1 2 Significance Direction SS3 DP2 0.053
Cov(SS2_1, DM2_2) Between Wave 1 2 Significance Direction SS2 DM2 -0.053
Cov(SO3_1, CG2_2) Between Wave 1 2 Significance Coherence SO3 CG2 -0.053
Cov(SS1_1, DM3_1) Within Wave 1 1 Significance Direction SS1 DM3 -0.053
Cov(SO2_2, DM2_2) Within Wave 2 2 Significance Direction SO2 DM2 -0.053
Cov(CI2_1, SO2_1) Within Wave 1 1 Coherence Significance CI2 SO2 0.052
Cov(DM3_1, CI2_2) Between Wave 1 2 Direction Coherence DM3 CI2 -0.052
Cov(DM3_2, DP2_2) Within Wave 2 2 Direction Direction DM3 DP2 -0.052
Cov(SS3_1, SO3_2) Between Wave 1 2 Significance Significance SS3 SO3 -0.052
Cov(DM1_1, DM2_1) Within Wave 1 1 Direction Direction DM1 DM2 0.051
Cov(CG3_1, CI1_1) Within Wave 1 1 Coherence Coherence CG3 CI1 -0.051
Cov(CG2_1, CI3_2) Between Wave 1 2 Coherence Coherence CG2 CI3 -0.051
Cov(CG1_2, DM2_2) Within Wave 2 2 Coherence Direction CG1 DM2 -0.051
Cov(SS3_1, DP3_1) Within Wave 1 1 Significance Direction SS3 DP3 -0.051
Cov(SS1_1, SS2_1) Within Wave 1 1 Significance Significance SS1 SS2 0.051
Cov(CG1_2, DM3_2) Within Wave 2 2 Coherence Direction CG1 DM3 -0.051
Cov(CI1_2, DG3_2) Within Wave 2 2 Coherence Direction CI1 DG3 -0.050
Cov(DG3_1, DM2_2) Between Wave 1 2 Direction Direction DG3 DM2 -0.050
Cov(SO1_2, DP3_2) Within Wave 2 2 Significance Direction SO1 DP3 0.050
Cov(DP2_2, DP3_2) Within Wave 2 2 Direction Direction DP2 DP3 -0.050
Cov(DP1_2, DG3_2) Within Wave 2 2 Direction Direction DP1 DG3 -0.050
Cov(DP1_1, DG1_1) Within Wave 1 1 Direction Direction DP1 DG1 -0.050
Cov(DG2_1, SS3_2) Between Wave 1 2 Direction Significance DG2 SS3 -0.050
Cov(DP1_1, CI3_2) Between Wave 1 2 Direction Coherence DP1 CI3 0.050
Cov(CI2_1, SS2_2) Between Wave 1 2 Coherence Significance CI2 SS2 0.050
Cov(SS3_1, CG1_2) Between Wave 1 2 Significance Coherence SS3 CG1 0.049
Cov(SO1_1, SO2_2) Between Wave 1 2 Significance Significance SO1 SO2 0.049
Cov(SS2_1, SO3_1) Within Wave 1 1 Significance Significance SS2 SO3 -0.049
Cov(DG2_1, SS1_2) Between Wave 1 2 Direction Significance DG2 SS1 -0.049
Cov(SS1_1, SO3_1) Within Wave 1 1 Significance Significance SS1 SO3 -0.049
Cov(DP1_1, CI1_2) Between Wave 1 2 Direction Coherence DP1 CI1 0.049
Cov(CI1_2, SO2_2) Within Wave 2 2 Coherence Significance CI1 SO2 -0.049
Cov(CI2_1, DP3_2) Between Wave 1 2 Coherence Direction CI2 DP3 0.049
Cov(CI1_1, SS1_2) Between Wave 1 2 Coherence Significance CI1 SS1 0.049
Cov(CG1_1, CG3_2) Between Wave 1 2 Coherence Coherence CG1 CG3 0.049
Cov(DM2_1, DG2_2) Between Wave 1 2 Direction Direction DM2 DG2 -0.048
Cov(SS1_2, DP3_2) Within Wave 2 2 Significance Direction SS1 DP3 0.048
Cov(CG3_2, SO1_2) Within Wave 2 2 Coherence Significance CG3 SO1 -0.048
Cov(CI1_2, SO1_2) Within Wave 2 2 Coherence Significance CI1 SO1 -0.048
Cov(CI2_1, CI3_1) Within Wave 1 1 Coherence Coherence CI2 CI3 0.048
Cov(CG1_2, CI1_2) Within Wave 2 2 Coherence Coherence CG1 CI1 -0.047
Cov(DG1_1, CG2_2) Between Wave 1 2 Direction Coherence DG1 CG2 -0.047
Cov(CI2_1, DM3_1) Within Wave 1 1 Coherence Direction CI2 DM3 -0.047
Cov(DP1_1, DG2_1) Within Wave 1 1 Direction Direction DP1 DG2 -0.047
Cov(DG2_1, DM2_2) Between Wave 1 2 Direction Direction DG2 DM2 -0.047
Cov(CG2_1, SO3_2) Between Wave 1 2 Coherence Significance CG2 SO3 -0.047
Cov(DM1_1, CG3_2) Between Wave 1 2 Direction Coherence DM1 CG3 0.047
Cov(CG3_2, DM3_2) Within Wave 2 2 Coherence Direction CG3 DM3 -0.047
Cov(SS1_2, DM2_2) Within Wave 2 2 Significance Direction SS1 DM2 -0.046
Cov(CG2_2, SS1_2) Within Wave 2 2 Coherence Significance CG2 SS1 -0.046
Cov(CG2_2, DP1_2) Within Wave 2 2 Coherence Direction CG2 DP1 -0.046
Cov(CI3_1, SS2_1) Within Wave 1 1 Coherence Significance CI3 SS2 0.046
Cov(CG2_1, DP1_1) Within Wave 1 1 Coherence Direction CG2 DP1 -0.046
Cov(CG2_1, CG3_2) Between Wave 1 2 Coherence Coherence CG2 CG3 0.046
Cov(DP1_2, DG1_2) Within Wave 2 2 Direction Direction DP1 DG1 -0.046
Cov(CG2_1, CG1_2) Between Wave 1 2 Coherence Coherence CG2 CG1 0.046
Cov(CI2_1, DP3_1) Within Wave 1 1 Coherence Direction CI2 DP3 0.046
Cov(SS1_1, DG3_1) Within Wave 1 1 Significance Direction SS1 DG3 -0.046
Cov(CI3_1, DP3_1) Within Wave 1 1 Coherence Direction CI3 DP3 0.046
Cov(CG2_2, DM2_2) Within Wave 2 2 Coherence Direction CG2 DM2 -0.045
Cov(CG2_1, CI2_2) Between Wave 1 2 Coherence Coherence CG2 CI2 -0.045
Cov(CI2_1, DM2_1) Within Wave 1 1 Coherence Direction CI2 DM2 -0.045
Cov(CI1_1, DG2_2) Between Wave 1 2 Coherence Direction CI1 DG2 -0.045
Cov(CI2_2, DP2_2) Within Wave 2 2 Coherence Direction CI2 DP2 0.045
Cov(CI3_2, SO3_2) Within Wave 2 2 Coherence Significance CI3 SO3 -0.045
Cov(DG1_1, SO3_2) Between Wave 1 2 Direction Significance DG1 SO3 0.045
Cov(DG3_1, CG3_2) Between Wave 1 2 Direction Coherence DG3 CG3 -0.045
Cov(CI2_1, SO1_1) Within Wave 1 1 Coherence Significance CI2 SO1 0.045
Cov(SS3_1, DG3_1) Within Wave 1 1 Significance Direction SS3 DG3 -0.045
Cov(DP3_1, SS3_2) Between Wave 1 2 Direction Significance DP3 SS3 -0.045
Cov(CI3_1, SO3_1) Within Wave 1 1 Coherence Significance CI3 SO3 -0.045
Cov(CG1_1, DM3_2) Between Wave 1 2 Coherence Direction CG1 DM3 -0.045
Cov(CI2_2, SS3_2) Within Wave 2 2 Coherence Significance CI2 SS3 0.045
Cov(CI3_1, SS3_2) Between Wave 1 2 Coherence Significance CI3 SS3 0.044
Cov(CG3_1, DM1_2) Between Wave 1 2 Coherence Direction CG3 DM1 0.044
Cov(CG1_1, CG2_2) Between Wave 1 2 Coherence Coherence CG1 CG2 0.044
Cov(CI3_2, DP2_2) Within Wave 2 2 Coherence Direction CI3 DP2 0.044
Cov(DP2_1, DM1_2) Between Wave 1 2 Direction Direction DP2 DM1 0.044
Cov(SO3_1, DG2_1) Within Wave 1 1 Significance Direction SO3 DG2 -0.044
Cov(SS1_2, DM3_2) Within Wave 2 2 Significance Direction SS1 DM3 -0.044
Cov(SS3_1, CG3_2) Between Wave 1 2 Significance Coherence SS3 CG3 0.044
Cov(CG1_1, DM2_1) Within Wave 1 1 Coherence Direction CG1 DM2 -0.044
Cov(SO2_1, DM3_1) Within Wave 1 1 Significance Direction SO2 DM3 -0.043
Cov(CI3_1, SO3_2) Between Wave 1 2 Coherence Significance CI3 SO3 -0.043
Cov(CG2_1, DM2_1) Within Wave 1 1 Coherence Direction CG2 DM2 -0.043
Cov(SS2_1, DG1_1) Within Wave 1 1 Significance Direction SS2 DG1 -0.043
Cov(SS1_1, DP1_2) Between Wave 1 2 Significance Direction SS1 DP1 0.043
Cov(SS1_1, DG1_1) Within Wave 1 1 Significance Direction SS1 DG1 -0.043
Cov(CG1_1, DP2_2) Between Wave 1 2 Coherence Direction CG1 DP2 0.043
Cov(CG3_1, CI3_2) Between Wave 1 2 Coherence Coherence CG3 CI3 0.043
Cov(DP2_1, CG3_2) Between Wave 1 2 Direction Coherence DP2 CG3 0.042
Cov(DG1_1, DM2_2) Between Wave 1 2 Direction Direction DG1 DM2 -0.042
Cov(CI1_1, DP1_1) Within Wave 1 1 Coherence Direction CI1 DP1 0.042
Cov(SO3_1, DG3_1) Within Wave 1 1 Significance Direction SO3 DG3 -0.042
Cov(SS1_2, DG2_2) Within Wave 2 2 Significance Direction SS1 DG2 -0.042
Cov(SO3_2, DM3_2) Within Wave 2 2 Significance Direction SO3 DM3 -0.042
Cov(CG1_2, DP1_2) Within Wave 2 2 Coherence Direction CG1 DP1 -0.042
Cov(DM3_1, DM2_2) Between Wave 1 2 Direction Direction DM3 DM2 0.042
Cov(CG1_1, SO3_2) Between Wave 1 2 Coherence Significance CG1 SO3 -0.042
Cov(CG2_1, SO2_2) Between Wave 1 2 Coherence Significance CG2 SO2 -0.042
Cov(SS1_1, DP1_1) Within Wave 1 1 Significance Direction SS1 DP1 0.042
Cov(DM3_1, DP2_1) Within Wave 1 1 Direction Direction DM3 DP2 -0.041
Cov(SS1_1, DP2_2) Between Wave 1 2 Significance Direction SS1 DP2 0.041
Cov(SO3_1, CG3_2) Between Wave 1 2 Significance Coherence SO3 CG3 -0.041
Cov(SS2_2, SO3_2) Within Wave 2 2 Significance Significance SS2 SO3 -0.041
Cov(DM1_1, DP2_1) Within Wave 1 1 Direction Direction DM1 DP2 -0.041
Cov(CG3_1, SO1_2) Between Wave 1 2 Coherence Significance CG3 SO1 -0.041
Cov(DP1_1, DG3_1) Within Wave 1 1 Direction Direction DP1 DG3 -0.041
Cov(CI1_1, SO1_1) Within Wave 1 1 Coherence Significance CI1 SO1 -0.041
Cov(DP2_1, SO1_2) Between Wave 1 2 Direction Significance DP2 SO1 -0.041
Cov(SO2_1, CG2_2) Between Wave 1 2 Significance Coherence SO2 CG2 -0.041
Cov(SS3_1, DP2_1) Within Wave 1 1 Significance Direction SS3 DP2 0.041
Cov(SO1_1, DM3_2) Between Wave 1 2 Significance Direction SO1 DM3 -0.041
Cov(CI1_1, CI2_2) Between Wave 1 2 Coherence Coherence CI1 CI2 -0.040
Cov(DG2_1, DM3_2) Between Wave 1 2 Direction Direction DG2 DM3 -0.040
Cov(SS3_1, DG3_2) Between Wave 1 2 Significance Direction SS3 DG3 -0.040
Cov(DM3_1, DM1_2) Between Wave 1 2 Direction Direction DM3 DM1 0.040
Cov(DM3_1, CG2_2) Between Wave 1 2 Direction Coherence DM3 CG2 -0.040
Cov(DM3_1, CG1_2) Between Wave 1 2 Direction Coherence DM3 CG1 -0.040
Cov(CI2_1, DP2_1) Within Wave 1 1 Coherence Direction CI2 DP2 0.040
Cov(CI2_2, DM3_2) Within Wave 2 2 Coherence Direction CI2 DM3 -0.040
Cov(CG1_2, SS1_2) Within Wave 2 2 Coherence Significance CG1 SS1 -0.040
Cov(DP1_1, SS1_2) Between Wave 1 2 Direction Significance DP1 SS1 0.039
Cov(CG3_1, DM3_1) Within Wave 1 1 Coherence Direction CG3 DM3 -0.039
Cov(CI2_1, SO2_2) Between Wave 1 2 Coherence Significance CI2 SO2 0.039
Cov(SO1_1, SS3_2) Between Wave 1 2 Significance Significance SO1 SS3 -0.039
Cov(CG2_1, SS2_1) Within Wave 1 1 Coherence Significance CG2 SS2 -0.039
Cov(SO2_1, SS3_2) Between Wave 1 2 Significance Significance SO2 SS3 -0.039
Cov(CI1_1, SO2_1) Within Wave 1 1 Coherence Significance CI1 SO2 -0.039
Cov(CI1_2, CI2_2) Within Wave 2 2 Coherence Coherence CI1 CI2 -0.038
Cov(CG3_1, SO2_1) Within Wave 1 1 Coherence Significance CG3 SO2 -0.038
Cov(SS3_1, SO2_2) Between Wave 1 2 Significance Significance SS3 SO2 -0.038
Cov(CG3_2, DM1_2) Within Wave 2 2 Coherence Direction CG3 DM1 0.038
Cov(SS1_1, SO1_2) Between Wave 1 2 Significance Significance SS1 SO1 -0.038
Cov(CI3_1, DP1_2) Between Wave 1 2 Coherence Direction CI3 DP1 0.037
Cov(DP2_1, CI3_2) Between Wave 1 2 Direction Coherence DP2 CI3 0.037
Cov(CI1_2, DG1_2) Within Wave 2 2 Coherence Direction CI1 DG1 -0.037
Cov(CG2_2, CG3_2) Within Wave 2 2 Coherence Coherence CG2 CG3 0.037
Cov(SS3_1, DG1_1) Within Wave 1 1 Significance Direction SS3 DG1 -0.037
Cov(SS2_2, DM3_2) Within Wave 2 2 Significance Direction SS2 DM3 -0.037
Cov(DM3_1, DG1_2) Between Wave 1 2 Direction Direction DM3 DG1 -0.037
Cov(CG3_1, DP2_2) Between Wave 1 2 Coherence Direction CG3 DP2 0.037
Cov(DP2_1, DG3_2) Between Wave 1 2 Direction Direction DP2 DG3 -0.037
Cov(DM1_1, CI1_2) Between Wave 1 2 Direction Coherence DM1 CI1 0.037
Cov(DP2_1, DM3_2) Between Wave 1 2 Direction Direction DP2 DM3 -0.037
Cov(SO1_2, DP1_2) Within Wave 2 2 Significance Direction SO1 DP1 0.037
Cov(SO3_1, CI2_2) Between Wave 1 2 Significance Coherence SO3 CI2 -0.037
Cov(SS3_1, DG1_2) Between Wave 1 2 Significance Direction SS3 DG1 -0.037
Cov(SO2_1, DG2_1) Within Wave 1 1 Significance Direction SO2 DG2 -0.036
Cov(DG1_1, DM3_2) Between Wave 1 2 Direction Direction DG1 DM3 -0.036
Cov(CI2_1, DM3_2) Between Wave 1 2 Coherence Direction CI2 DM3 -0.036
Cov(SS1_1, CI1_2) Between Wave 1 2 Significance Coherence SS1 CI1 0.036
Cov(DM2_2, DP1_2) Within Wave 2 2 Direction Direction DM2 DP1 -0.036
Cov(DP1_1, SS2_2) Between Wave 1 2 Direction Significance DP1 SS2 0.036
Cov(DG3_1, CI1_2) Between Wave 1 2 Direction Coherence DG3 CI1 -0.036
Cov(CI3_2, SS3_2) Within Wave 2 2 Coherence Significance CI3 SS3 0.036
Cov(CG1_1, DP2_1) Within Wave 1 1 Coherence Direction CG1 DP2 0.035
Cov(SS3_1, CG2_2) Between Wave 1 2 Significance Coherence SS3 CG2 0.035
Cov(DG1_1, DM1_2) Between Wave 1 2 Direction Direction DG1 DM1 -0.035
Cov(SS1_1, SS3_1) Within Wave 1 1 Significance Significance SS1 SS3 -0.035
Cov(CI2_2, DM2_2) Within Wave 2 2 Coherence Direction CI2 DM2 -0.035
Cov(SS2_1, DM3_2) Between Wave 1 2 Significance Direction SS2 DM3 -0.035
Cov(SS1_1, DP3_2) Between Wave 1 2 Significance Direction SS1 DP3 0.035
Cov(SS1_2, DP1_2) Within Wave 2 2 Significance Direction SS1 DP1 0.035
Cov(DP2_1, DM2_2) Between Wave 1 2 Direction Direction DP2 DM2 -0.035
Cov(CI3_1, DM1_2) Between Wave 1 2 Coherence Direction CI3 DM1 0.034
Cov(CI1_1, DG3_1) Within Wave 1 1 Coherence Direction CI1 DG3 -0.034
Cov(DM3_1, DP3_2) Between Wave 1 2 Direction Direction DM3 DP3 -0.034
Cov(CI3_1, SS1_2) Between Wave 1 2 Coherence Significance CI3 SS1 0.034
Cov(CG2_1, DP2_2) Between Wave 1 2 Coherence Direction CG2 DP2 0.034
Cov(SO2_1, DM2_2) Between Wave 1 2 Significance Direction SO2 DM2 -0.034
Cov(DM1_1, DM3_1) Within Wave 1 1 Direction Direction DM1 DM3 -0.034
Cov(SO2_1, SS1_2) Between Wave 1 2 Significance Significance SO2 SS1 0.034
Cov(CI2_2, CI3_2) Within Wave 2 2 Coherence Coherence CI2 CI3 0.034
Cov(DG3_1, SS1_2) Between Wave 1 2 Direction Significance DG3 SS1 -0.034
Cov(CG3_1, DG3_2) Between Wave 1 2 Coherence Direction CG3 DG3 -0.034
Cov(SS2_1, SO1_1) Within Wave 1 1 Significance Significance SS2 SO1 0.034
Cov(CI1_2, SO3_2) Within Wave 2 2 Coherence Significance CI1 SO3 -0.034
Cov(CG1_1, DM2_2) Between Wave 1 2 Coherence Direction CG1 DM2 -0.034
Cov(CI2_1, DP1_1) Within Wave 1 1 Coherence Direction CI2 DP1 0.034
Cov(CI2_1, CI1_2) Between Wave 1 2 Coherence Coherence CI2 CI1 -0.034
Cov(DP1_1, CG3_2) Between Wave 1 2 Direction Coherence DP1 CG3 0.033
Cov(CI2_1, DG2_1) Within Wave 1 1 Coherence Direction CI2 DG2 0.033
Cov(CI2_2, SO3_2) Within Wave 2 2 Coherence Significance CI2 SO3 -0.033
Cov(SS1_1, DM1_2) Between Wave 1 2 Significance Direction SS1 DM1 0.033
Cov(CI3_2, SS2_2) Within Wave 2 2 Coherence Significance CI3 SS2 0.033
Cov(SS2_1, CG2_2) Between Wave 1 2 Significance Coherence SS2 CG2 -0.033
Cov(SS2_1, CG1_2) Between Wave 1 2 Significance Coherence SS2 CG1 -0.033
Cov(DP1_1, DP2_2) Between Wave 1 2 Direction Direction DP1 DP2 0.033
Cov(DG1_1, CG1_2) Between Wave 1 2 Direction Coherence DG1 CG1 -0.032
Cov(DM1_2, DM3_2) Within Wave 2 2 Direction Direction DM1 DM3 -0.032
Cov(CG3_2, DP3_2) Within Wave 2 2 Coherence Direction CG3 DP3 -0.032
Cov(CG3_1, DG2_1) Within Wave 1 1 Coherence Direction CG3 DG2 -0.032
Cov(DG2_1, CI1_2) Between Wave 1 2 Direction Coherence DG2 CI1 -0.032
Cov(CI1_1, SS2_1) Within Wave 1 1 Coherence Significance CI1 SS2 0.032
Cov(CI1_1, DM3_1) Within Wave 1 1 Coherence Direction CI1 DM3 -0.032
Cov(SO1_1, DP1_1) Within Wave 1 1 Significance Direction SO1 DP1 0.032
Cov(CI3_1, SO1_2) Between Wave 1 2 Coherence Significance CI3 SO1 0.031
Cov(DG1_1, SS3_2) Between Wave 1 2 Direction Significance DG1 SS3 -0.031
Cov(CI1_1, SO1_2) Between Wave 1 2 Coherence Significance CI1 SO1 -0.031
Cov(SO3_1, SS2_2) Between Wave 1 2 Significance Significance SO3 SS2 -0.031
Cov(SS2_1, DG3_2) Between Wave 1 2 Significance Direction SS2 DG3 -0.031
Cov(SO1_1, DG2_1) Within Wave 1 1 Significance Direction SO1 DG2 0.031
Cov(CG3_2, CI3_2) Within Wave 2 2 Coherence Coherence CG3 CI3 0.031
Cov(SS3_2, DP1_2) Within Wave 2 2 Significance Direction SS3 DP1 0.031
Cov(CI3_1, DM1_1) Within Wave 1 1 Coherence Direction CI3 DM1 0.031
Cov(CI3_2, DM1_2) Within Wave 2 2 Coherence Direction CI3 DM1 0.030
Cov(SS3_2, DP3_2) Within Wave 2 2 Significance Direction SS3 DP3 -0.030
Cov(CI3_2, DG3_2) Within Wave 2 2 Coherence Direction CI3 DG3 0.030
Cov(DP2_1, CG1_2) Between Wave 1 2 Direction Coherence DP2 CG1 0.029
Cov(SS2_1, DP2_2) Between Wave 1 2 Significance Direction SS2 DP2 -0.029
Cov(SO3_2, DM2_2) Within Wave 2 2 Significance Direction SO3 DM2 -0.029
Cov(CI2_1, SO1_2) Between Wave 1 2 Coherence Significance CI2 SO1 0.029
Cov(DG1_1, SO1_2) Between Wave 1 2 Direction Significance DG1 SO1 0.029
Cov(SO2_1, DM2_1) Within Wave 1 1 Significance Direction SO2 DM2 -0.029
Cov(CG2_2, SS2_2) Within Wave 2 2 Coherence Significance CG2 SS2 -0.029
Cov(DM2_1, CI2_2) Between Wave 1 2 Direction Coherence DM2 CI2 -0.029
Cov(DP1_2, DG2_2) Within Wave 2 2 Direction Direction DP1 DG2 -0.029
Cov(CG2_1, DP2_1) Within Wave 1 1 Coherence Direction CG2 DP2 0.029
Cov(DP1_1, DM2_2) Between Wave 1 2 Direction Direction DP1 DM2 -0.029
Cov(DP1_1, DM3_2) Between Wave 1 2 Direction Direction DP1 DM3 -0.029
Cov(DG3_1, CI3_2) Between Wave 1 2 Direction Coherence DG3 CI3 0.028
Cov(SO3_1, DM1_2) Between Wave 1 2 Significance Direction SO3 DM1 0.028
Cov(DP2_1, SS1_2) Between Wave 1 2 Direction Significance DP2 SS1 0.028
Cov(CG3_2, DM2_2) Within Wave 2 2 Coherence Direction CG3 DM2 -0.028
Cov(CI3_2, DP3_2) Within Wave 2 2 Coherence Direction CI3 DP3 0.028
Cov(SO2_1, DM1_1) Within Wave 1 1 Significance Direction SO2 DM1 0.028
Cov(CI1_1, DP3_1) Within Wave 1 1 Coherence Direction CI1 DP3 -0.028
Cov(SO3_1, DG1_2) Between Wave 1 2 Significance Direction SO3 DG1 0.028
Cov(SS1_1, CG3_2) Between Wave 1 2 Significance Coherence SS1 CG3 0.028
Cov(CG3_2, CI1_2) Within Wave 2 2 Coherence Coherence CG3 CI1 -0.028
Cov(DG2_1, CI3_2) Between Wave 1 2 Direction Coherence DG2 CI3 0.027
Cov(DM2_1, SO1_2) Between Wave 1 2 Direction Significance DM2 SO1 -0.027
Cov(SO3_1, SS1_2) Between Wave 1 2 Significance Significance SO3 SS1 -0.027
Cov(SO2_1, DP2_1) Within Wave 1 1 Significance Direction SO2 DP2 -0.027
Cov(CI2_1, SO3_1) Within Wave 1 1 Coherence Significance CI2 SO3 0.027
Cov(SS2_2, DP1_2) Within Wave 2 2 Significance Direction SS2 DP1 0.027
Cov(SO2_1, DM3_2) Between Wave 1 2 Significance Direction SO2 DM3 -0.027
Cov(SS2_2, SO2_2) Within Wave 2 2 Significance Significance SS2 SO2 -0.027
Cov(SS2_1, CI3_2) Between Wave 1 2 Significance Coherence SS2 CI3 0.027
Cov(DP2_1, CG2_2) Between Wave 1 2 Direction Coherence DP2 CG2 0.027
Cov(CI2_1, CI3_2) Between Wave 1 2 Coherence Coherence CI2 CI3 0.027
Cov(CG1_1, DP1_2) Between Wave 1 2 Coherence Direction CG1 DP1 -0.027
Cov(CI2_1, CG3_2) Between Wave 1 2 Coherence Coherence CI2 CG3 0.026
Cov(SS1_2, DG3_2) Within Wave 2 2 Significance Direction SS1 DG3 -0.026
Cov(DP3_1, SO1_2) Between Wave 1 2 Direction Significance DP3 SO1 0.026
Cov(SS2_1, SO2_1) Within Wave 1 1 Significance Significance SS2 SO2 -0.026
Cov(CI2_1, SS3_2) Between Wave 1 2 Coherence Significance CI2 SS3 -0.026
Cov(SO2_1, CG3_2) Between Wave 1 2 Significance Coherence SO2 CG3 -0.026
Cov(DP2_1, SS3_2) Between Wave 1 2 Direction Significance DP2 SS3 0.026
Cov(DP1_1, SS3_2) Between Wave 1 2 Direction Significance DP1 SS3 0.026
Cov(DG2_1, CG3_2) Between Wave 1 2 Direction Coherence DG2 CG3 -0.026
Cov(CI2_1, DG3_2) Between Wave 1 2 Coherence Direction CI2 DG3 -0.026
Cov(DP3_1, CI3_2) Between Wave 1 2 Direction Coherence DP3 CI3 0.026
Cov(CG2_1, DP1_2) Between Wave 1 2 Coherence Direction CG2 DP1 -0.026
Cov(SS1_2, SS3_2) Within Wave 2 2 Significance Significance SS1 SS3 -0.025
Cov(SO1_1, DG3_1) Within Wave 1 1 Significance Direction SO1 DG3 0.025
Cov(SS2_1, SS3_2) Between Wave 1 2 Significance Significance SS2 SS3 -0.025
Cov(CI1_1, DP1_2) Between Wave 1 2 Coherence Direction CI1 DP1 0.025
Cov(CI1_1, SS1_1) Within Wave 1 1 Coherence Significance CI1 SS1 0.025
Cov(SO1_2, DM2_2) Within Wave 2 2 Significance Direction SO1 DM2 -0.025
Cov(CG1_1, CI1_1) Within Wave 1 1 Coherence Coherence CG1 CI1 -0.025
Cov(CG2_1, DM3_2) Between Wave 1 2 Coherence Direction CG2 DM3 -0.025
Cov(DG1_1, SO2_2) Between Wave 1 2 Direction Significance DG1 SO2 0.025
Cov(DP1_1, SO3_2) Between Wave 1 2 Direction Significance DP1 SO3 0.025
Cov(CI3_1, DG1_2) Between Wave 1 2 Coherence Direction CI3 DG1 -0.024
Cov(CI2_1, DM1_2) Between Wave 1 2 Coherence Direction CI2 DM1 -0.024
Cov(SS3_1, CI3_2) Between Wave 1 2 Significance Coherence SS3 CI3 0.024
Cov(SS2_1, DG3_1) Within Wave 1 1 Significance Direction SS2 DG3 -0.024
Cov(SO1_1, CI2_2) Between Wave 1 2 Significance Coherence SO1 CI2 0.024
Cov(SO3_1, CI3_2) Between Wave 1 2 Significance Coherence SO3 CI3 -0.024
Cov(CG3_1, DP1_1) Within Wave 1 1 Coherence Direction CG3 DP1 0.024
Cov(SO1_1, DG1_1) Within Wave 1 1 Significance Direction SO1 DG1 -0.024
Cov(CI3_1, CG2_2) Between Wave 1 2 Coherence Coherence CI3 CG2 -0.024
Cov(CG3_1, DP1_2) Between Wave 1 2 Coherence Direction CG3 DP1 0.024
Cov(SS1_1, CG1_2) Between Wave 1 2 Significance Coherence SS1 CG1 -0.024
Cov(SS1_2, DP2_2) Within Wave 2 2 Significance Direction SS1 DP2 0.024
Cov(CI3_2, DM2_2) Within Wave 2 2 Coherence Direction CI3 DM2 0.023
Cov(DG3_1, SO3_2) Between Wave 1 2 Direction Significance DG3 SO3 -0.023
Cov(CI2_1, DM1_1) Within Wave 1 1 Coherence Direction CI2 DM1 0.023
Cov(CI3_1, DG2_1) Within Wave 1 1 Coherence Direction CI3 DG2 0.023
Cov(DP1_1, DP3_2) Between Wave 1 2 Direction Direction DP1 DP3 0.023
Cov(SS2_2, DP3_2) Within Wave 2 2 Significance Direction SS2 DP3 0.023
Cov(SS3_1, DP3_2) Between Wave 1 2 Significance Direction SS3 DP3 -0.023
Cov(SO1_1, CI3_2) Between Wave 1 2 Significance Coherence SO1 CI3 0.023
Cov(SO1_2, DG3_2) Within Wave 2 2 Significance Direction SO1 DG3 0.023
Cov(CI1_1, SS2_2) Between Wave 1 2 Coherence Significance CI1 SS2 0.022
Cov(CG2_1, CG3_1) Within Wave 1 1 Coherence Coherence CG2 CG3 0.022
Cov(CG3_1, SO3_2) Between Wave 1 2 Coherence Significance CG3 SO3 -0.022
Cov(DP1_1, DM1_2) Between Wave 1 2 Direction Direction DP1 DM1 0.022
Cov(DM1_1, DM2_2) Between Wave 1 2 Direction Direction DM1 DM2 0.022
Cov(SS1_1, DG3_2) Between Wave 1 2 Significance Direction SS1 DG3 -0.022
Cov(CG2_1, CI1_2) Between Wave 1 2 Coherence Coherence CG2 CI1 -0.022
Cov(CI2_2, DG1_2) Within Wave 2 2 Coherence Direction CI2 DG1 0.022
Cov(SS1_1, DG1_2) Between Wave 1 2 Significance Direction SS1 DG1 0.022
Cov(SO2_1, DG3_1) Within Wave 1 1 Significance Direction SO2 DG3 -0.022
Cov(CI1_1, SO3_2) Between Wave 1 2 Coherence Significance CI1 SO3 -0.022
Cov(DP2_1, SO2_2) Between Wave 1 2 Direction Significance DP2 SO2 -0.022
Cov(SS1_1, CI3_2) Between Wave 1 2 Significance Coherence SS1 CI3 0.022
Cov(CI2_2, SO2_2) Within Wave 2 2 Coherence Significance CI2 SO2 0.022
Cov(CG1_1, CG3_1) Within Wave 1 1 Coherence Coherence CG1 CG3 0.022
Cov(SO2_2, DM1_2) Within Wave 2 2 Significance Direction SO2 DM1 0.021
Cov(SS3_1, SS2_2) Between Wave 1 2 Significance Significance SS3 SS2 -0.021
Cov(CI3_1, DG1_1) Within Wave 1 1 Coherence Direction CI3 DG1 -0.021
Cov(SS2_1, SS1_2) Between Wave 1 2 Significance Significance SS2 SS1 0.021
Cov(DM2_1, DP1_2) Between Wave 1 2 Direction Direction DM2 DP1 -0.021
Cov(SO2_1, CI3_2) Between Wave 1 2 Significance Coherence SO2 CI3 -0.021
Cov(SO2_2, DG2_2) Within Wave 2 2 Significance Direction SO2 DG2 -0.021
Cov(DM3_1, DG2_2) Between Wave 1 2 Direction Direction DM3 DG2 -0.021
Cov(DP2_1, DG1_1) Within Wave 1 1 Direction Direction DP2 DG1 -0.021
Cov(SS3_1, DP1_1) Within Wave 1 1 Significance Direction SS3 DP1 0.021
Cov(DM3_2, DP1_2) Within Wave 2 2 Direction Direction DM3 DP1 0.021
Cov(DG1_1, CI2_2) Between Wave 1 2 Direction Coherence DG1 CI2 -0.021
Cov(CG3_1, DG2_2) Between Wave 1 2 Coherence Direction CG3 DG2 -0.021
Cov(CI3_2, SO1_2) Within Wave 2 2 Coherence Significance CI3 SO1 -0.020
Cov(DG3_1, SS2_2) Between Wave 1 2 Direction Significance DG3 SS2 -0.020
Cov(SO2_1, DP3_1) Within Wave 1 1 Significance Direction SO2 DP3 -0.020
Cov(DM3_1, SS1_2) Between Wave 1 2 Direction Significance DM3 SS1 -0.020
Cov(SS2_2, DM2_2) Within Wave 2 2 Significance Direction SS2 DM2 -0.020
Cov(SO3_2, DG1_2) Within Wave 2 2 Significance Direction SO3 DG1 0.020
Cov(SO2_2, DG3_2) Within Wave 2 2 Significance Direction SO2 DG3 -0.020
Cov(CI2_1, DP2_2) Between Wave 1 2 Coherence Direction CI2 DP2 -0.020
Cov(CG3_1, SO3_1) Within Wave 1 1 Coherence Significance CG3 SO3 -0.020
Cov(DP1_1, CG1_2) Between Wave 1 2 Direction Coherence DP1 CG1 -0.019
Cov(SS1_1, SO2_2) Between Wave 1 2 Significance Significance SS1 SO2 0.019
Cov(SO2_1, DP1_1) Within Wave 1 1 Significance Direction SO2 DP1 -0.019
Cov(SO1_1, DG3_2) Between Wave 1 2 Significance Direction SO1 DG3 -0.019
Cov(SS3_1, SS1_2) Between Wave 1 2 Significance Significance SS3 SS1 -0.019
Cov(CG1_2, SS3_2) Within Wave 2 2 Coherence Significance CG1 SS3 0.019
Cov(DP1_1, SO1_2) Between Wave 1 2 Direction Significance DP1 SO1 0.019
Cov(SS2_1, DP1_2) Between Wave 1 2 Significance Direction SS2 DP1 -0.019
Cov(DM2_1, SO2_2) Between Wave 1 2 Direction Significance DM2 SO2 -0.019
Cov(DG1_1, DP2_2) Between Wave 1 2 Direction Direction DG1 DP2 0.019
Cov(DM3_1, SO2_2) Between Wave 1 2 Direction Significance DM3 SO2 -0.019
Cov(SO3_1, DP3_2) Between Wave 1 2 Significance Direction SO3 DP3 -0.019
Cov(CG3_2, DP2_2) Within Wave 2 2 Coherence Direction CG3 DP2 0.019
Cov(CG1_2, DP2_2) Within Wave 2 2 Coherence Direction CG1 DP2 0.018
Cov(DP1_1, CG2_2) Between Wave 1 2 Direction Coherence DP1 CG2 -0.018
Cov(SS1_1, CI2_2) Between Wave 1 2 Significance Coherence SS1 CI2 0.018
Cov(SO2_1, DG3_2) Between Wave 1 2 Significance Direction SO2 DG3 0.018
Cov(SO3_1, DP3_1) Within Wave 1 1 Significance Direction SO3 DP3 -0.018
Cov(SS2_1, DM3_1) Within Wave 1 1 Significance Direction SS2 DM3 -0.018
Cov(DP3_1, SS2_2) Between Wave 1 2 Direction Significance DP3 SS2 -0.018
Cov(SO3_2, DG3_2) Within Wave 2 2 Significance Direction SO3 DG3 -0.018
Cov(SS2_1, SO3_2) Between Wave 1 2 Significance Significance SS2 SO3 -0.018
Cov(DG3_1, DP2_2) Between Wave 1 2 Direction Direction DG3 DP2 -0.018
Cov(CI1_1, CG3_2) Between Wave 1 2 Coherence Coherence CI1 CG3 0.018
Cov(SS1_1, SO2_1) Within Wave 1 1 Significance Significance SS1 SO2 0.018
Cov(DG1_1, DP1_2) Between Wave 1 2 Direction Direction DG1 DP1 0.018
Cov(DG3_1, DP1_2) Between Wave 1 2 Direction Direction DG3 DP1 -0.018
Cov(SO3_1, DP1_2) Between Wave 1 2 Significance Direction SO3 DP1 -0.017
Cov(DM2_1, CI3_2) Between Wave 1 2 Direction Coherence DM2 CI3 0.017
Cov(SS1_1, DP3_1) Within Wave 1 1 Significance Direction SS1 DP3 0.017
Cov(SO1_1, CG3_2) Between Wave 1 2 Significance Coherence SO1 CG3 -0.017
Cov(DG2_1, DP1_2) Between Wave 1 2 Direction Direction DG2 DP1 0.017
Cov(CG2_1, SS1_1) Within Wave 1 1 Coherence Significance CG2 SS1 -0.017
Cov(CG2_1, DM2_2) Between Wave 1 2 Coherence Direction CG2 DM2 -0.017
Cov(CG3_2, SS3_2) Within Wave 2 2 Coherence Significance CG3 SS3 0.017
Cov(DP2_1, DP3_1) Within Wave 1 1 Direction Direction DP2 DP3 -0.017
Cov(DP1_1, DG1_2) Between Wave 1 2 Direction Direction DP1 DG1 0.017
Cov(DM1_1, DM3_2) Between Wave 1 2 Direction Direction DM1 DM3 -0.016
Cov(SS2_1, DG1_2) Between Wave 1 2 Significance Direction SS2 DG1 -0.016
Cov(SS2_2, SS3_2) Within Wave 2 2 Significance Significance SS2 SS3 -0.016
Cov(SS2_2, DG2_2) Within Wave 2 2 Significance Direction SS2 DG2 0.016
Cov(CG2_1, SS2_2) Between Wave 1 2 Coherence Significance CG2 SS2 0.016
Cov(SO3_2, DP3_2) Within Wave 2 2 Significance Direction SO3 DP3 -0.016
Cov(SS2_1, SS3_1) Within Wave 1 1 Significance Significance SS2 SS3 0.016
Cov(CI3_2, DG2_2) Within Wave 2 2 Coherence Direction CI3 DG2 0.016
Cov(SS3_1, CI2_2) Between Wave 1 2 Significance Coherence SS3 CI2 -0.016
Cov(SO2_1, CI2_2) Between Wave 1 2 Significance Coherence SO2 CI2 0.016
Cov(DM3_1, DP1_1) Within Wave 1 1 Direction Direction DM3 DP1 0.016
Cov(DM3_1, CG3_2) Between Wave 1 2 Direction Coherence DM3 CG3 -0.016
Cov(SO3_1, DP2_2) Between Wave 1 2 Significance Direction SO3 DP2 -0.016
Cov(CI3_1, CG1_2) Between Wave 1 2 Coherence Coherence CI3 CG1 -0.016
Cov(SO2_2, DP2_2) Within Wave 2 2 Significance Direction SO2 DP2 -0.016
Cov(CG1_1, SS1_2) Between Wave 1 2 Coherence Significance CG1 SS1 -0.016
Cov(DP1_1, DG2_2) Between Wave 1 2 Direction Direction DP1 DG2 0.015
Cov(SO1_2, DG1_2) Within Wave 2 2 Significance Direction SO1 DG1 0.015
Cov(SS1_1, DG2_2) Between Wave 1 2 Significance Direction SS1 DG2 -0.015
Cov(DP3_1, CG3_2) Between Wave 1 2 Direction Coherence DP3 CG3 0.015
Cov(SS2_1, DG2_2) Between Wave 1 2 Significance Direction SS2 DG2 0.015
Cov(CI1_1, CI3_2) Between Wave 1 2 Coherence Coherence CI1 CI3 -0.015
Cov(SO1_2, DM1_2) Within Wave 2 2 Significance Direction SO1 DM1 -0.015
Cov(SS2_1, DP2_1) Within Wave 1 1 Significance Direction SS2 DP2 -0.015
Cov(DM2_1, CI1_2) Between Wave 1 2 Direction Coherence DM2 CI1 0.015
Cov(DP3_1, SO3_2) Between Wave 1 2 Direction Significance DP3 SO3 -0.015
Cov(CI3_1, SS2_2) Between Wave 1 2 Coherence Significance CI3 SS2 0.015
Cov(DM1_1, SO2_2) Between Wave 1 2 Direction Significance DM1 SO2 0.015
Cov(SS1_1, DM2_2) Between Wave 1 2 Significance Direction SS1 DM2 -0.015
Cov(CG3_1, CI1_2) Between Wave 1 2 Coherence Coherence CG3 CI1 -0.015
Cov(SS2_1, DG2_1) Within Wave 1 1 Significance Direction SS2 DG2 0.015
Cov(DG3_1, SO2_2) Between Wave 1 2 Direction Significance DG3 SO2 0.014
Cov(DG2_1, CI2_2) Between Wave 1 2 Direction Coherence DG2 CI2 0.014
Cov(DG1_1, CI3_2) Between Wave 1 2 Direction Coherence DG1 CI3 0.014
Cov(CG3_1, DP3_2) Between Wave 1 2 Coherence Direction CG3 DP3 -0.014
Cov(CI2_2, DG2_2) Within Wave 2 2 Coherence Direction CI2 DG2 0.014
Cov(SO1_1, CI1_2) Between Wave 1 2 Significance Coherence SO1 CI1 -0.014
Cov(CI1_1, DP3_2) Between Wave 1 2 Coherence Direction CI1 DP3 -0.014
Cov(CG1_1, CI3_2) Between Wave 1 2 Coherence Coherence CG1 CI3 -0.014
Cov(CG3_1, SS1_2) Between Wave 1 2 Coherence Significance CG3 SS1 0.014
Cov(DG2_1, DP2_2) Between Wave 1 2 Direction Direction DG2 DP2 -0.014
Cov(DM3_1, CI3_2) Between Wave 1 2 Direction Coherence DM3 CI3 -0.014
Cov(SS2_1, DM2_1) Within Wave 1 1 Significance Direction SS2 DM2 -0.014
Cov(DP2_1, DP3_2) Between Wave 1 2 Direction Direction DP2 DP3 0.014
Cov(SO3_1, DP2_1) Within Wave 1 1 Significance Direction SO3 DP2 -0.013
Cov(CG2_2, DP2_2) Within Wave 2 2 Coherence Direction CG2 DP2 0.013
Cov(CI3_1, DM2_2) Between Wave 1 2 Coherence Direction CI3 DM2 -0.013
Cov(CG2_1, SS3_1) Within Wave 1 1 Coherence Significance CG2 SS3 0.013
Cov(SS1_2, SS2_2) Within Wave 2 2 Significance Significance SS1 SS2 0.013
Cov(DG1_1, CI1_2) Between Wave 1 2 Direction Coherence DG1 CI1 0.013
Cov(SO3_1, DG2_2) Between Wave 1 2 Significance Direction SO3 DG2 -0.013
Cov(DM3_1, SS3_2) Between Wave 1 2 Direction Significance DM3 SS3 -0.013
Cov(CG3_1, DG1_2) Between Wave 1 2 Coherence Direction CG3 DG1 -0.013
Cov(CG3_1, DM3_2) Between Wave 1 2 Coherence Direction CG3 DM3 -0.013
Cov(DM1_2, DM2_2) Within Wave 2 2 Direction Direction DM1 DM2 0.013
Cov(DG2_1, SO2_2) Between Wave 1 2 Direction Significance DG2 SO2 0.013
Cov(DM1_2, DP2_2) Within Wave 2 2 Direction Direction DM1 DP2 -0.013
Cov(SO2_1, DP2_2) Between Wave 1 2 Significance Direction SO2 DP2 -0.013
Cov(SO1_1, DP2_1) Within Wave 1 1 Significance Direction SO1 DP2 -0.013
Cov(DP2_1, DG1_2) Between Wave 1 2 Direction Direction DP2 DG1 0.013
Cov(SS1_1, DP2_1) Within Wave 1 1 Significance Direction SS1 DP2 0.013
Cov(CI3_1, CI2_2) Between Wave 1 2 Coherence Coherence CI3 CI2 0.013
Cov(DM2_1, SS1_2) Between Wave 1 2 Direction Significance DM2 SS1 -0.013
Cov(CG1_1, SS2_2) Between Wave 1 2 Coherence Significance CG1 SS2 -0.012
Cov(DP3_1, CI1_2) Between Wave 1 2 Direction Coherence DP3 CI1 -0.012
Cov(SS3_2, DM3_2) Within Wave 2 2 Significance Direction SS3 DM3 -0.012
Cov(SO3_2, DG2_2) Within Wave 2 2 Significance Direction SO3 DG2 -0.012
Cov(DM2_1, DM3_2) Between Wave 1 2 Direction Direction DM2 DM3 0.012
Cov(DP2_1, CI2_2) Between Wave 1 2 Direction Coherence DP2 CI2 -0.012
Cov(CI2_1, DG1_1) Within Wave 1 1 Coherence Direction CI2 DG1 -0.012
Cov(SS1_1, SS2_2) Between Wave 1 2 Significance Significance SS1 SS2 0.012
Cov(CI1_1, DM2_1) Within Wave 1 1 Coherence Direction CI1 DM2 -0.012
Cov(CI3_1, DG3_1) Within Wave 1 1 Coherence Direction CI3 DG3 0.012
Cov(SO1_2, DP2_2) Within Wave 2 2 Significance Direction SO1 DP2 -0.012
Cov(DG1_1, SS1_2) Between Wave 1 2 Direction Significance DG1 SS1 -0.012
Cov(SO2_1, DG1_1) Within Wave 1 1 Significance Direction SO2 DG1 0.012
Cov(SO2_2, DP1_2) Within Wave 2 2 Significance Direction SO2 DP1 -0.012
Cov(SO2_1, CI1_2) Between Wave 1 2 Significance Coherence SO2 CI1 -0.012
Cov(DP1_1, CI2_2) Between Wave 1 2 Direction Coherence DP1 CI2 0.012
Cov(CI3_1, SO2_2) Between Wave 1 2 Coherence Significance CI3 SO2 -0.012
Cov(CG3_2, CI2_2) Within Wave 2 2 Coherence Coherence CG3 CI2 -0.012
Cov(CI2_1, SS3_1) Within Wave 1 1 Coherence Significance CI2 SS3 -0.012
Cov(CG1_1, CI1_2) Between Wave 1 2 Coherence Coherence CG1 CI1 -0.012
Cov(SO2_1, DG1_2) Between Wave 1 2 Significance Direction SO2 DG1 0.012
Cov(CG3_1, CI2_2) Between Wave 1 2 Coherence Coherence CG3 CI2 -0.012
Cov(DM1_1, CI3_2) Between Wave 1 2 Direction Coherence DM1 CI3 0.012
Cov(DG2_1, SO3_2) Between Wave 1 2 Direction Significance DG2 SO3 0.011
Cov(CI2_1, DG1_2) Between Wave 1 2 Coherence Direction CI2 DG1 -0.011
Cov(CI3_1, SO1_1) Within Wave 1 1 Coherence Significance CI3 SO1 0.011
Cov(CI3_1, DM3_1) Within Wave 1 1 Coherence Direction CI3 DM3 -0.011
Cov(DM2_1, CG2_2) Between Wave 1 2 Direction Coherence DM2 CG2 -0.011
Cov(SS1_1, CG2_2) Between Wave 1 2 Significance Coherence SS1 CG2 -0.011
Cov(CG3_1, CG2_2) Between Wave 1 2 Coherence Coherence CG3 CG2 -0.011
Cov(SO1_1, DM2_2) Between Wave 1 2 Significance Direction SO1 DM2 -0.011
Cov(SS1_2, DM1_2) Within Wave 2 2 Significance Direction SS1 DM1 0.010
Cov(SS2_1, DM1_1) Within Wave 1 1 Significance Direction SS2 DM1 0.010
Cov(SO3_1, DM3_2) Between Wave 1 2 Significance Direction SO3 DM3 -0.010
Cov(SO1_2, DM3_2) Within Wave 2 2 Significance Direction SO1 DM3 -0.010
Cov(CI1_1, CG1_2) Between Wave 1 2 Coherence Coherence CI1 CG1 0.010
Cov(DM3_1, DP2_2) Between Wave 1 2 Direction Direction DM3 DP2 0.009
Cov(CI1_1, SO2_2) Between Wave 1 2 Coherence Significance CI1 SO2 -0.009
Cov(SS3_1, DM2_1) Within Wave 1 1 Significance Direction SS3 DM2 0.009
Cov(DG1_1, CG3_2) Between Wave 1 2 Direction Coherence DG1 CG3 -0.009
Cov(SS1_2, DG1_2) Within Wave 2 2 Significance Direction SS1 DG1 0.009
Cov(SS2_1, CG3_2) Between Wave 1 2 Significance Coherence SS2 CG3 0.009
Cov(SO2_1, SS2_2) Between Wave 1 2 Significance Significance SO2 SS2 0.009
Cov(SO2_2, DP3_2) Within Wave 2 2 Significance Direction SO2 DP3 -0.009
Cov(SS2_1, SO2_2) Between Wave 1 2 Significance Significance SS2 SO2 -0.009
Cov(SS2_1, DP3_2) Between Wave 1 2 Significance Direction SS2 DP3 -0.009
Cov(SO3_1, DM2_2) Between Wave 1 2 Significance Direction SO3 DM2 0.009
Cov(SS2_2, DM1_2) Within Wave 2 2 Significance Direction SS2 DM1 0.009
Cov(CI3_1, DP3_2) Between Wave 1 2 Coherence Direction CI3 DP3 0.009
Cov(SS2_1, DP3_1) Within Wave 1 1 Significance Direction SS2 DP3 -0.009
Cov(CI1_2, DM2_2) Within Wave 2 2 Coherence Direction CI1 DM2 -0.009
Cov(CG3_1, CI2_1) Within Wave 1 1 Coherence Coherence CG3 CI2 0.009
Cov(SO3_2, DP1_2) Within Wave 2 2 Significance Direction SO3 DP1 -0.008
Cov(CG1_2, CG3_2) Within Wave 2 2 Coherence Coherence CG1 CG3 0.008
Cov(SS3_2, DM2_2) Within Wave 2 2 Significance Direction SS3 DM2 -0.008
Cov(CG2_2, SS3_2) Within Wave 2 2 Coherence Significance CG2 SS3 0.008
Cov(CI3_1, DG2_2) Between Wave 1 2 Coherence Direction CI3 DG2 -0.008
Cov(DP3_1, CI2_2) Between Wave 1 2 Direction Coherence DP3 CI2 0.008
Cov(CG3_1, DP3_1) Within Wave 1 1 Coherence Direction CG3 DP3 -0.008
Cov(SS1_1, SO3_2) Between Wave 1 2 Significance Significance SS1 SO3 -0.008
Cov(SO3_1, CI1_2) Between Wave 1 2 Significance Coherence SO3 CI1 -0.008
Cov(CG3_1, DM2_2) Between Wave 1 2 Coherence Direction CG3 DM2 -0.008
Cov(DM3_1, SS2_2) Between Wave 1 2 Direction Significance DM3 SS2 -0.008
Cov(CG3_1, SS2_2) Between Wave 1 2 Coherence Significance CG3 SS2 0.008
Cov(DM2_1, DP2_2) Between Wave 1 2 Direction Direction DM2 DP2 0.008
Cov(DP3_1, SO2_2) Between Wave 1 2 Direction Significance DP3 SO2 -0.008
Cov(CG2_1, SS1_2) Between Wave 1 2 Coherence Significance CG2 SS1 -0.008
Cov(DG2_1, SS2_2) Between Wave 1 2 Direction Significance DG2 SS2 -0.008
Cov(CI3_1, DM2_1) Within Wave 1 1 Coherence Direction CI3 DM2 0.007
Cov(SO2_1, DM1_2) Between Wave 1 2 Significance Direction SO2 DM1 -0.007
Cov(CG3_1, SS3_1) Within Wave 1 1 Coherence Significance CG3 SS3 -0.007
Cov(SO1_1, DP3_1) Within Wave 1 1 Significance Direction SO1 DP3 0.007
Cov(SS1_2, SO2_2) Within Wave 2 2 Significance Significance SS1 SO2 -0.007
Cov(SS2_2, DG3_2) Within Wave 2 2 Significance Direction SS2 DG3 -0.007
Cov(CI2_1, DP1_2) Between Wave 1 2 Coherence Direction CI2 DP1 -0.007
Cov(SO1_1, DP1_2) Between Wave 1 2 Significance Direction SO1 DP1 -0.007
Cov(SS1_1, DM3_2) Between Wave 1 2 Significance Direction SS1 DM3 0.007
Cov(DP2_1, SS2_2) Between Wave 1 2 Direction Significance DP2 SS2 -0.007
Cov(SS2_2, DP2_2) Within Wave 2 2 Significance Direction SS2 DP2 -0.006
Cov(DM3_1, CI1_2) Between Wave 1 2 Direction Coherence DM3 CI1 -0.006
Cov(SS2_2, DG1_2) Within Wave 2 2 Significance Direction SS2 DG1 -0.006
Cov(CI1_1, DM3_2) Between Wave 1 2 Coherence Direction CI1 DM3 0.006
Cov(SO1_1, DP2_2) Between Wave 1 2 Significance Direction SO1 DP2 0.006
Cov(DM2_1, SO3_2) Between Wave 1 2 Direction Significance DM2 SO3 -0.006
Cov(SS3_1, DP1_2) Between Wave 1 2 Significance Direction SS3 DP1 0.006
Cov(CI3_1, CI1_2) Between Wave 1 2 Coherence Coherence CI3 CI1 0.006
Cov(DP1_1, SO2_2) Between Wave 1 2 Direction Significance DP1 SO2 0.006
Cov(DP1_1, DP3_1) Within Wave 1 1 Direction Direction DP1 DP3 -0.006
Cov(SO1_1, DM1_2) Between Wave 1 2 Significance Direction SO1 DM1 0.006
Cov(DP1_2, DP2_2) Within Wave 2 2 Direction Direction DP1 DP2 0.006
Cov(CI2_1, DG3_1) Within Wave 1 1 Coherence Direction CI2 DG3 0.006
Cov(DM3_1, SO1_2) Between Wave 1 2 Direction Significance DM3 SO1 -0.006
Cov(DG3_1, SO1_2) Between Wave 1 2 Direction Significance DG3 SO1 0.005
Cov(CI2_1, SO3_2) Between Wave 1 2 Coherence Significance CI2 SO3 -0.005
Cov(CG3_2, SS2_2) Within Wave 2 2 Coherence Significance CG3 SS2 0.005
Cov(SS2_2, SO1_2) Within Wave 2 2 Significance Significance SS2 SO1 -0.005
Cov(CG3_2, DP1_2) Within Wave 2 2 Coherence Direction CG3 DP1 0.005
Cov(SO1_1, DM2_1) Within Wave 1 1 Significance Direction SO1 DM2 0.005
Cov(DP3_1, SS1_2) Between Wave 1 2 Direction Significance DP3 SS1 0.005
Cov(SO2_1, DP3_2) Between Wave 1 2 Significance Direction SO2 DP3 0.005
Cov(CI3_1, DM3_2) Between Wave 1 2 Coherence Direction CI3 DM3 -0.005
Cov(SO3_2, DP2_2) Within Wave 2 2 Significance Direction SO3 DP2 -0.005
Cov(SO1_1, DG2_2) Between Wave 1 2 Significance Direction SO1 DG2 0.005
Cov(CG3_1, SS2_1) Within Wave 1 1 Coherence Significance CG3 SS2 -0.005
Cov(DP1_1, DG3_2) Between Wave 1 2 Direction Direction DP1 DG3 -0.005
Cov(CI1_1, DG1_2) Between Wave 1 2 Coherence Direction CI1 DG1 0.005
Cov(SO1_1, SS2_2) Between Wave 1 2 Significance Significance SO1 SS2 0.005
Cov(CI2_1, DG2_2) Between Wave 1 2 Coherence Direction CI2 DG2 -0.005
Cov(SO3_1, DM2_1) Within Wave 1 1 Significance Direction SO3 DM2 -0.005
Cov(CI2_2, DM1_2) Within Wave 2 2 Coherence Direction CI2 DM1 -0.005
Cov(CG1_1, SS3_1) Within Wave 1 1 Coherence Significance CG1 SS3 0.004
Cov(SS2_1, DM1_2) Between Wave 1 2 Significance Direction SS2 DM1 -0.004
Cov(DP2_1, SO3_2) Between Wave 1 2 Direction Significance DP2 SO3 -0.004
Cov(SO1_1, DM3_1) Within Wave 1 1 Significance Direction SO1 DM3 0.004
Cov(CI1_2, DP3_2) Within Wave 2 2 Coherence Direction CI1 DP3 -0.004
Cov(DM2_1, SS2_2) Between Wave 1 2 Direction Significance DM2 SS2 0.004
Cov(SO3_1, DP1_1) Within Wave 1 1 Significance Direction SO3 DP1 -0.004
Cov(SS3_1, DM3_2) Between Wave 1 2 Significance Direction SS3 DM3 -0.004
Cov(CG3_1, DM2_1) Within Wave 1 1 Coherence Direction CG3 DM2 -0.004
Cov(CI1_2, DM3_2) Within Wave 2 2 Coherence Direction CI1 DM3 -0.004
Cov(CG2_1, SS3_2) Between Wave 1 2 Coherence Significance CG2 SS3 0.004
Cov(SO1_1, DG1_2) Between Wave 1 2 Significance Direction SO1 DG1 0.003
Cov(CG1_1, SS3_2) Between Wave 1 2 Coherence Significance CG1 SS3 -0.003
Cov(SO3_1, DG1_1) Within Wave 1 1 Significance Direction SO3 DG1 0.003
Cov(DP1_1, DP2_1) Within Wave 1 1 Direction Direction DP1 DP2 0.003
Cov(CI3_2, DM3_2) Within Wave 2 2 Coherence Direction CI3 DM3 0.003
Cov(CI3_2, DG1_2) Within Wave 2 2 Coherence Direction CI3 DG1 -0.003
Cov(CI1_1, DM2_2) Between Wave 1 2 Coherence Direction CI1 DM2 0.003
Cov(DP2_1, DP1_2) Between Wave 1 2 Direction Direction DP2 DP1 -0.003
Cov(CG3_1, SO2_2) Between Wave 1 2 Coherence Significance CG3 SO2 0.003
Cov(DP1_2, DP3_2) Within Wave 2 2 Direction Direction DP1 DP3 -0.002
Cov(CG3_2, SS1_2) Within Wave 2 2 Coherence Significance CG3 SS1 -0.002
Cov(CG3_1, DG3_1) Within Wave 1 1 Coherence Direction CG3 DG3 -0.002
Cov(SS2_1, SO1_2) Between Wave 1 2 Significance Significance SS2 SO1 0.002
Cov(DM1_1, SS3_2) Between Wave 1 2 Direction Significance DM1 SS3 -0.002
Cov(SO2_1, DP1_2) Between Wave 1 2 Significance Direction SO2 DP1 0.002
Cov(DM1_1, DP2_2) Between Wave 1 2 Direction Direction DM1 DP2 0.002
Cov(CG3_1, CI3_1) Within Wave 1 1 Coherence Coherence CG3 CI3 0.002
Cov(CI3_1, SO2_1) Within Wave 1 1 Coherence Significance CI3 SO2 0.002
Cov(CI1_1, CG2_2) Between Wave 1 2 Coherence Coherence CI1 CG2 -0.002
Cov(CG3_1, CG1_2) Between Wave 1 2 Coherence Coherence CG3 CG1 0.002
Cov(CI1_2, SS2_2) Within Wave 2 2 Coherence Significance CI1 SS2 0.002
Cov(DM1_1, SS2_2) Between Wave 1 2 Direction Significance DM1 SS2 -0.002
Cov(CG3_1, SS1_1) Within Wave 1 1 Coherence Significance CG3 SS1 0.002
Cov(DM3_1, DP1_2) Between Wave 1 2 Direction Direction DM3 DP1 0.001
Cov(SO3_1, DG3_2) Between Wave 1 2 Significance Direction SO3 DG3 -0.001
Cov(SS3_1, DM2_2) Between Wave 1 2 Significance Direction SS3 DM2 0.001
Cov(SO2_2, DG1_2) Within Wave 2 2 Significance Direction SO2 DG1 0.001
Cov(DM1_1, SS1_2) Between Wave 1 2 Direction Significance DM1 SS1 0.001
Cov(SO3_1, DM3_1) Within Wave 1 1 Significance Direction SO3 DM3 0.001
Cov(DM2_1, CG3_2) Between Wave 1 2 Direction Coherence DM2 CG3 -0.001
Cov(DM2_1, CG1_2) Between Wave 1 2 Direction Coherence DM2 CG1 -0.001
Cov(DM1_1, SO1_2) Between Wave 1 2 Direction Significance DM1 SO1 -0.001
Cov(DP3_1, DP1_2) Between Wave 1 2 Direction Direction DP3 DP1 -0.001
Cov(DG3_1, CI2_2) Between Wave 1 2 Direction Coherence DG3 CI2 0.001
Cov(CI1_1, DG1_1) Within Wave 1 1 Coherence Direction CI1 DG1 0.001
Cov(SS1_1, DM1_1) Within Wave 1 1 Significance Direction SS1 DM1 -0.001
Cov(SO1_1, DP3_2) Between Wave 1 2 Significance Direction SO1 DP3 0.001
Cov(SS2_1, CI1_2) Between Wave 1 2 Significance Coherence SS2 CI1 0.001
Cov(DM2_1, SS3_2) Between Wave 1 2 Direction Significance DM2 SS3 0.001
Cov(CG3_1, SS3_2) Between Wave 1 2 Coherence Significance CG3 SS3 0.001
Cov(SS1_1, SS3_2) Between Wave 1 2 Significance Significance SS1 SS3 -0.001
Cov(CI3_1, DG3_2) Between Wave 1 2 Coherence Direction CI3 DG3 0.001
Cov(DP3_1, DP2_2) Between Wave 1 2 Direction Direction DP3 DP2 -0.001
Cov(DM3_1, SO3_2) Between Wave 1 2 Direction Significance DM3 SO3 -0.001
Cov(SS3_1, DM3_1) Within Wave 1 1 Significance Direction SS3 DM3 0.001
Cov(SO2_1, DG2_2) Between Wave 1 2 Significance Direction SO2 DG2 0.000
Cov(CI1_1, CI1_2) Between Wave 1 2 Coherence Coherence CI1 CI1 0.000
Cov(CG1_1, CG1_2) Between Wave 1 2 Coherence Coherence CG1 CG1 0.000
Cov(SO1_1, SO1_2) Between Wave 1 2 Significance Significance SO1 SO1 0.000
Cov(SS3_1, SS3_2) Between Wave 1 2 Significance Significance SS3 SS3 0.000
Cov(CG3_1, CG3_2) Between Wave 1 2 Coherence Coherence CG3 CG3 0.000
Cov(DG2_1, DG2_2) Between Wave 1 2 Direction Direction DG2 DG2 0.000
Cov(DM3_1, DM3_2) Between Wave 1 2 Direction Direction DM3 DM3 0.000
Cov(DM2_1, DM2_2) Between Wave 1 2 Direction Direction DM2 DM2 0.000
Cov(SS2_1, SS2_2) Between Wave 1 2 Significance Significance SS2 SS2 0.000
Cov(DG3_1, DG3_2) Between Wave 1 2 Direction Direction DG3 DG3 0.000
Cov(CI2_1, CI2_2) Between Wave 1 2 Coherence Coherence CI2 CI2 0.000
Cov(SS1_1, SS1_2) Between Wave 1 2 Significance Significance SS1 SS1 0.000
Cov(DG1_1, DG1_2) Between Wave 1 2 Direction Direction DG1 DG1 0.000
Cov(CG2_1, CG2_2) Between Wave 1 2 Coherence Coherence CG2 CG2 0.000
Cov(DM1_1, DM1_2) Between Wave 1 2 Direction Direction DM1 DM1 0.000
Cov(SO2_1, SO2_2) Between Wave 1 2 Significance Significance SO2 SO2 0.000
Cov(DP2_1, DP2_2) Between Wave 1 2 Direction Direction DP2 DP2 0.000
Cov(CI3_1, CI3_2) Between Wave 1 2 Coherence Coherence CI3 CI3 0.000
Cov(DP3_1, DP3_2) Between Wave 1 2 Direction Direction DP3 DP3 0.000
Cov(SO3_1, SO3_2) Between Wave 1 2 Significance Significance SO3 SO3 0.000
Cov(DP1_1, DP1_2) Between Wave 1 2 Direction Direction DP1 DP1 0.000
resid.lrintercept %>%
    filter(V1_Domain == V2_Domain) %>%
    ggplot(aes(x = resid, color = V1_Domain, fill = V1_Domain)) + geom_density(alpha = 0.5,
    adjust = 2) + geom_vline(xintercept = 0, linetype = "dashed") + facet_wrap(. ~
    Same_Wave) + labs(x = "Residual of correlations (Observed - Model Implied)") +
    annotate("text", x = -0.15, y = 9, label = "Over estimate") + annotate("text",
    x = 0.15, y = 9, label = "Under estimate") + theme_bw()

Mod indices

modindices(fit.lrintercept.wide, sort. = T, maximum.number = 20)
       lhs op   rhs      mi   epc sepc.lv sepc.all sepc.nox
1638 DM2_2 ~~ DM3_2 473.667 0.197   0.197    0.870    0.870
1456 CG1_2 ~~ CG2_2 456.313 0.203   0.203    1.002    1.002
1268 DM2_1 ~~ DM3_1 395.129 0.199   0.199    0.741    0.741
826  CG1_1 ~~ CG2_1 383.466 0.215   0.215    0.759    0.759
1665 DG2_2 ~~ DG3_2 310.994 0.253   0.253    0.509    0.509
1611 SO2_2 ~~ SO3_2 297.404 0.235   0.235    0.542    0.542
1663 DG1_2 ~~ DG2_2 194.506 0.202   0.202    0.460    0.460
1415 DG2_1 ~~ DG3_1 190.383 0.222   0.222    0.413    0.413
1664 DG1_2 ~~ DG3_2 185.537 0.194   0.194    0.452    0.452
748     C2 =~ DM1_2 179.157 0.221   0.234    0.235    0.235
643     C1 =~ DM1_2 169.138 0.177   0.177    0.178    0.178
1394 DG1_1 ~~ DG3_1 137.805 0.185   0.185    0.378    0.378
626     C1 =~ DP2_1 132.377 0.194   0.194    0.194    0.194
817     D2 =~ CI1_2 126.116 0.189   0.203    0.197    0.197
752     C2 =~ DP2_2 123.793 0.193   0.203    0.196    0.196
781     S2 =~ CI1_2 123.331 0.208   0.216    0.210    0.210
691     D1 =~ CI1_1 119.016 0.187   0.187    0.187    0.187
1393 DG1_1 ~~ DG2_1 115.192 0.171   0.171    0.365    0.365
679     S1 =~ DM1_2 113.248 0.152   0.152    0.153    0.153
784     S2 =~ DM1_2 110.535 0.207   0.216    0.217    0.217

Multigroup model

## scalar invariance
syntax.scalar <- measEq.syntax(configural.model = mod.config, data = analysis.dat,
    ordered = T, parameterization = "delta", ID.cat = "Wu.Estabrook.2016", ID.fac = "std.lv",
    group = "wave", group.equal = c("thresholds", "loadings", "intercepts"))  #end create syntax
summary(syntax.scalar)  # summarize model features
This lavaan model syntax specifies a CFA with 21 manifest indicators (21 of which are ordinal) of 3 common factor(s).

To identify the location and scale of each common factor, the factor means and variances were fixed to 0 and 1, respectively, unless equality constraints on measurement parameters allow them to be freed.

The location and scale of each latent item-response underlying 21 ordinal indicators were identified using the "delta" parameterization, and the identification constraints recommended by Wu & Estabrook (2016). For details, read:

    https://doi.org/10.1007/s11336-016-9506-0 

Pattern matrix indicating num(eric), ord(ered), and lat(ent) indicators per factor:

    C   S   D  
CG1 ord        
CG2 ord        
CG3 ord        
CI1 ord        
CI2 ord        
CI3 ord        
SS1     ord    
SS2     ord    
SS3     ord    
SO1     ord    
SO2     ord    
SO3     ord    
DM1         ord
DM2         ord
DM3         ord
DP1         ord
DP2         ord
DP3         ord
DG1         ord
DG2         ord
DG3         ord

The following types of parameter were constrained to equality across groups:

    thresholds
    loadings
    intercepts
mod.scalar <- as.character(syntax.scalar)  # save as text
## fit model to data
fit.lrintercept <- cfa(mod.scalar, data = analysis.dat, group = "wave")
summary(fit.lrintercept, standardized = T, fit.measures = T)
lavaan 0.6-12 ended normally after 95 iterations

  Estimator                                       DWLS
  Optimization method                           NLMINB
  Number of model parameters                       327
  Number of equality constraints                   147

  Number of observations per group:                   
    1                                             1235
    2                                             1235

Model Test User Model:
                                              Standard      Robust
  Test Statistic                              6825.157    9012.141
  Degrees of freedom                               492         492
  P-value (Chi-square)                           0.000       0.000
  Scaling correction factor                                  0.772
  Shift parameter for each group:                                 
      1                                                     85.844
      2                                                     85.844
    simple second-order correction                                
  Test statistic for each group:
    1                                         3043.523    4028.042
    2                                         3781.634    4984.099

Model Test Baseline Model:

  Test statistic                            472029.527  106318.182
  Degrees of freedom                               420         420
  P-value                                        0.000       0.000
  Scaling correction factor                                  4.453

User Model versus Baseline Model:

  Comparative Fit Index (CFI)                    0.987       0.920
  Tucker-Lewis Index (TLI)                       0.989       0.931
                                                                  
  Robust Comparative Fit Index (CFI)                            NA
  Robust Tucker-Lewis Index (TLI)                               NA

Root Mean Square Error of Approximation:

  RMSEA                                          0.102       0.118
  90 Percent confidence interval - lower         0.100       0.116
  90 Percent confidence interval - upper         0.104       0.121
  P-value RMSEA <= 0.05                          0.000       0.000
                                                                  
  Robust RMSEA                                                  NA
  90 Percent confidence interval - lower                        NA
  90 Percent confidence interval - upper                        NA

Standardized Root Mean Square Residual:

  SRMR                                           0.067       0.067

Parameter Estimates:

  Standard errors                           Robust.sem
  Information                                 Expected
  Information saturated (h1) model        Unstructured


Group 1 [1]:

Latent Variables:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C =~                                                                  
    CG1     (l.1_)    0.856    0.008  108.946    0.000    0.856    0.856
    CG2     (l.2_)    0.850    0.008  108.675    0.000    0.850    0.850
    CG3     (l.3_)    0.785    0.011   74.345    0.000    0.785    0.785
    CI1     (l.4_)    0.893    0.008  108.442    0.000    0.893    0.893
    CI2     (l.5_)    0.656    0.016   42.042    0.000    0.656    0.656
    CI3     (l.6_)    0.754    0.013   58.348    0.000    0.754    0.754
  S =~                                                                  
    SS1     (l.7_)    0.796    0.011   75.001    0.000    0.796    0.796
    SS2     (l.8_)    0.692    0.014   49.497    0.000    0.692    0.692
    SS3     (l.9_)    0.885    0.008  105.092    0.000    0.885    0.885
    SO1     (l.10)    0.653    0.015   42.988    0.000    0.653    0.653
    SO2     (l.11)    0.736    0.013   56.809    0.000    0.736    0.736
    SO3     (l.12)    0.713    0.014   51.373    0.000    0.713    0.713
  D =~                                                                  
    DM1     (l.13)    0.769    0.012   66.514    0.000    0.769    0.769
    DM2     (l.14)    0.834    0.008  102.507    0.000    0.834    0.834
    DM3     (l.15)    0.882    0.006  138.562    0.000    0.882    0.882
    DP1     (l.16)    0.898    0.006  146.445    0.000    0.898    0.898
    DP2     (l.17)    0.851    0.008  100.191    0.000    0.851    0.851
    DP3     (l.18)    0.710    0.013   55.857    0.000    0.710    0.710
    DG1     (l.19)    0.750    0.012   64.091    0.000    0.750    0.750
    DG2     (l.20)    0.697    0.013   53.845    0.000    0.697    0.697
    DG3     (l.21)    0.668    0.013   49.572    0.000    0.668    0.668

Covariances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C ~~                                                                  
    S       (p.2_)    0.747    0.013   58.520    0.000    0.747    0.747
    D      (p.3_1)    0.705    0.013   53.046    0.000    0.705    0.705
  S ~~                                                                  
    D      (p.3_2)    0.785    0.012   65.189    0.000    0.785    0.785

Intercepts:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
   .CG1     (nu.1)    0.000                               0.000    0.000
   .CG2     (nu.2)    0.000                               0.000    0.000
   .CG3     (nu.3)    0.000                               0.000    0.000
   .CI1     (nu.4)    0.000                               0.000    0.000
   .CI2     (nu.5)    0.000                               0.000    0.000
   .CI3     (nu.6)    0.000                               0.000    0.000
   .SS1     (nu.7)    0.000                               0.000    0.000
   .SS2     (nu.8)    0.000                               0.000    0.000
   .SS3     (nu.9)    0.000                               0.000    0.000
   .SO1     (n.10)    0.000                               0.000    0.000
   .SO2     (n.11)    0.000                               0.000    0.000
   .SO3     (n.12)    0.000                               0.000    0.000
   .DM1     (n.13)    0.000                               0.000    0.000
   .DM2     (n.14)    0.000                               0.000    0.000
   .DM3     (n.15)    0.000                               0.000    0.000
   .DP1     (n.16)    0.000                               0.000    0.000
   .DP2     (n.17)    0.000                               0.000    0.000
   .DP3     (n.18)    0.000                               0.000    0.000
   .DG1     (n.19)    0.000                               0.000    0.000
   .DG2     (n.20)    0.000                               0.000    0.000
   .DG3     (n.21)    0.000                               0.000    0.000
    C       (a.1.)    0.000                               0.000    0.000
    S       (a.2.)    0.000                               0.000    0.000
    D       (a.3.)    0.000                               0.000    0.000

Thresholds:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1|t1 (CG1.1)   -1.364    0.044  -31.223    0.000   -1.364   -1.364
    CG1|t2 (CG1.2)   -0.575    0.033  -17.314    0.000   -0.575   -0.575
    CG1|t3 (CG1.3)   -0.245    0.031   -7.832    0.000   -0.245   -0.245
    CG1|t4 (CG1.4)    0.347    0.032   10.858    0.000    0.347    0.347
    CG1|t5 (CG1.5)    1.021    0.039   26.479    0.000    1.021    1.021
    CG1|t6 (CG1.6)    1.770    0.057   31.229    0.000    1.770    1.770
    CG2|t1 (CG2.1)   -1.417    0.045  -31.784    0.000   -1.417   -1.417
    CG2|t2 (CG2.2)   -0.614    0.033  -18.713    0.000   -0.614   -0.614
    CG2|t3 (CG2.3)   -0.253    0.031   -8.135    0.000   -0.253   -0.253
    CG2|t4 (CG2.4)    0.357    0.032   11.262    0.000    0.357    0.357
    CG2|t5 (CG2.5)    1.058    0.039   27.335    0.000    1.058    1.058
    CG2|t6 (CG2.6)    1.786    0.057   31.258    0.000    1.786    1.786
    CG3|t1 (CG3.1)   -1.884    0.058  -32.438    0.000   -1.884   -1.884
    CG3|t2 (CG3.2)   -1.109    0.038  -29.502    0.000   -1.109   -1.109
    CG3|t3 (CG3.3)   -0.724    0.033  -21.826    0.000   -0.724   -0.724
    CG3|t4 (CG3.4)   -0.147    0.030   -4.882    0.000   -0.147   -0.147
    CG3|t5 (CG3.5)    0.704    0.034   21.000    0.000    0.704    0.704
    CG3|t6 (CG3.6)    1.609    0.049   32.724    0.000    1.609    1.609
    CI1|t1 (CI1.1)   -1.533    0.047  -32.723    0.000   -1.533   -1.533
    CI1|t2 (CI1.2)   -0.828    0.035  -23.474    0.000   -0.828   -0.828
    CI1|t3 (CI1.3)   -0.399    0.032  -12.368    0.000   -0.399   -0.399
    CI1|t4 (CI1.4)    0.141    0.032    4.472    0.000    0.141    0.141
    CI1|t5 (CI1.5)    0.814    0.036   22.647    0.000    0.814    0.814
    CI1|t6 (CI1.6)    1.678    0.053   31.901    0.000    1.678    1.678
    CI2|t1 (CI2.1)   -2.133    0.070  -30.393    0.000   -2.133   -2.133
    CI2|t2 (CI2.2)   -1.513    0.046  -33.110    0.000   -1.513   -1.513
    CI2|t3 (CI2.3)   -1.041    0.036  -28.922    0.000   -1.041   -1.041
    CI2|t4 (CI2.4)   -0.530    0.030  -17.466    0.000   -0.530   -0.530
    CI2|t5 (CI2.5)    0.421    0.030   14.070    0.000    0.421    0.421
    CI2|t6 (CI2.6)    1.579    0.048   33.227    0.000    1.579    1.579
    CI3|t1 (CI3.1)   -1.968    0.060  -32.572    0.000   -1.968   -1.968
    CI3|t2 (CI3.2)   -1.238    0.040  -31.014    0.000   -1.238   -1.238
    CI3|t3 (CI3.3)   -0.806    0.034  -23.663    0.000   -0.806   -0.806
    CI3|t4 (CI3.4)   -0.216    0.030   -7.223    0.000   -0.216   -0.216
    CI3|t5 (CI3.5)    0.544    0.032   16.940    0.000    0.544    0.544
    CI3|t6 (CI3.6)    1.402    0.044   32.009    0.000    1.402    1.402
    SS1|t1 (SS1.1)   -1.795    0.055  -32.592    0.000   -1.795   -1.795
    SS1|t2 (SS1.2)   -1.061    0.038  -27.804    0.000   -1.061   -1.061
    SS1|t3 (SS1.3)   -0.527    0.033  -16.169    0.000   -0.527   -0.527
    SS1|t4 (SS1.4)    0.028    0.031    0.930    0.352    0.028    0.028
    SS1|t5 (SS1.5)    0.755    0.034   21.933    0.000    0.755    0.755
    SS1|t6 (SS1.6)    1.638    0.051   32.350    0.000    1.638    1.638
    SS2|t1 (SS2.1)   -1.887    0.057  -33.353    0.000   -1.887   -1.887
    SS2|t2 (SS2.2)   -1.394    0.043  -32.491    0.000   -1.394   -1.394
    SS2|t3 (SS2.3)   -0.907    0.035  -26.213    0.000   -0.907   -0.907
    SS2|t4 (SS2.4)   -0.313    0.030  -10.532    0.000   -0.313   -0.313
    SS2|t5 (SS2.5)    0.293    0.030    9.806    0.000    0.293    0.293
    SS2|t6 (SS2.6)    1.187    0.039   30.089    0.000    1.187    1.187
    SS3|t1 (SS3.1)   -1.728    0.054  -32.052    0.000   -1.728   -1.728
    SS3|t2 (SS3.2)   -0.903    0.037  -24.324    0.000   -0.903   -0.903
    SS3|t3 (SS3.3)   -0.389    0.032  -11.977    0.000   -0.389   -0.389
    SS3|t4 (SS3.4)    0.196    0.032    6.196    0.000    0.196    0.196
    SS3|t5 (SS3.5)    0.844    0.037   22.805    0.000    0.844    0.844
    SS3|t6 (SS3.6)    1.597    0.051   31.459    0.000    1.597    1.597
    SO1|t1 (SO1.1)   -2.115    0.068  -31.301    0.000   -2.115   -2.115
    SO1|t2 (SO1.2)   -1.401    0.044  -32.086    0.000   -1.401   -1.401
    SO1|t3 (SO1.3)   -0.932    0.035  -26.551    0.000   -0.932   -0.932
    SO1|t4 (SO1.4)   -0.232    0.029   -7.904    0.000   -0.232   -0.232
    SO1|t5 (SO1.5)    0.513    0.031   16.620    0.000    0.513    0.513
    SO1|t6 (SO1.6)    1.615    0.049   32.746    0.000    1.615    1.615
    SO2|t1 (SO2.1)   -1.600    0.047  -34.060    0.000   -1.600   -1.600
    SO2|t2 (SO2.2)   -0.888    0.035  -25.600    0.000   -0.888   -0.888
    SO2|t3 (SO2.3)   -0.317    0.030  -10.477    0.000   -0.317   -0.317
    SO2|t4 (SO2.4)    0.204    0.030    6.772    0.000    0.204    0.204
    SO2|t5 (SO2.5)    0.966    0.037   26.350    0.000    0.966    0.966
    SO2|t6 (SO2.6)    1.871    0.060   31.421    0.000    1.871    1.871
    SO3|t1 (SO3.1)   -1.529    0.046  -33.087    0.000   -1.529   -1.529
    SO3|t2 (SO3.2)   -0.777    0.034  -23.158    0.000   -0.777   -0.777
    SO3|t3 (SO3.3)   -0.281    0.030   -9.464    0.000   -0.281   -0.281
    SO3|t4 (SO3.4)    0.365    0.030   12.142    0.000    0.365    0.365
    SO3|t5 (SO3.5)    1.089    0.038   28.917    0.000    1.089    1.089
    SO3|t6 (SO3.6)    2.053    0.068   30.001    0.000    2.053    2.053
    DM1|t1 (DM1.1)   -1.439    0.044  -32.548    0.000   -1.439   -1.439
    DM1|t2 (DM1.2)   -0.720    0.033  -22.049    0.000   -0.720   -0.720
    DM1|t3 (DM1.3)   -0.330    0.030  -10.907    0.000   -0.330   -0.330
    DM1|t4 (DM1.4)    0.474    0.031   15.178    0.000    0.474    0.474
    DM1|t5 (DM1.5)    1.164    0.039   29.605    0.000    1.164    1.164
    DM1|t6 (DM1.6)    1.868    0.058   32.228    0.000    1.868    1.868
    DM2|t1 (DM2.1)   -1.468    0.044  -33.297    0.000   -1.468   -1.468
    DM2|t2 (DM2.2)   -0.755    0.034  -22.420    0.000   -0.755   -0.755
    DM2|t3 (DM2.3)   -0.334    0.031  -10.802    0.000   -0.334   -0.334
    DM2|t4 (DM2.4)    0.128    0.031    4.193    0.000    0.128    0.128
    DM2|t5 (DM2.5)    0.810    0.035   23.210    0.000    0.810    0.810
    DM2|t6 (DM2.6)    1.554    0.049   32.026    0.000    1.554    1.554
    DM3|t1 (DM3.1)   -1.627    0.050  -32.666    0.000   -1.627   -1.627
    DM3|t2 (DM3.2)   -0.888    0.036  -24.942    0.000   -0.888   -0.888
    DM3|t3 (DM3.3)   -0.494    0.032  -15.275    0.000   -0.494   -0.494
    DM3|t4 (DM3.4)   -0.063    0.031   -2.014    0.044   -0.063   -0.063
    DM3|t5 (DM3.5)    0.677    0.034   19.738    0.000    0.677    0.677
    DM3|t6 (DM3.6)    1.519    0.048   31.483    0.000    1.519    1.519
    DP1|t1 (DP1.1)   -1.842    0.054  -34.008    0.000   -1.842   -1.842
    DP1|t2 (DP1.2)   -1.205    0.040  -30.063    0.000   -1.205   -1.205
    DP1|t3 (DP1.3)   -0.809    0.035  -23.152    0.000   -0.809   -0.809
    DP1|t4 (DP1.4)   -0.357    0.032  -11.154    0.000   -0.357   -0.357
    DP1|t5 (DP1.5)    0.509    0.033   15.236    0.000    0.509    0.509
    DP1|t6 (DP1.6)    1.471    0.047   31.118    0.000    1.471    1.471
    DP2|t1 (DP2.1)   -1.652    0.049  -33.794    0.000   -1.652   -1.652
    DP2|t2 (DP2.2)   -0.932    0.036  -25.735    0.000   -0.932   -0.932
    DP2|t3 (DP2.3)   -0.479    0.032  -14.896    0.000   -0.479   -0.479
    DP2|t4 (DP2.4)    0.024    0.031    0.787    0.431    0.024    0.024
    DP2|t5 (DP2.5)    0.727    0.035   21.007    0.000    0.727    0.727
    DP2|t6 (DP2.6)    1.639    0.051   32.273    0.000    1.639    1.639
    DP3|t1 (DP3.1)   -2.129    0.064  -33.113    0.000   -2.129   -2.129
    DP3|t2 (DP3.2)   -1.568    0.045  -34.821    0.000   -1.568   -1.568
    DP3|t3 (DP3.3)   -1.173    0.037  -31.350    0.000   -1.173   -1.173
    DP3|t4 (DP3.4)   -0.539    0.031  -17.661    0.000   -0.539   -0.539
    DP3|t5 (DP3.5)    0.269    0.030    9.062    0.000    0.269    0.269
    DP3|t6 (DP3.6)    1.318    0.041   31.916    0.000    1.318    1.318
    DG1|t1 (DG1.1)   -1.932    0.059  -33.018    0.000   -1.932   -1.932
    DG1|t2 (DG1.2)   -1.214    0.038  -31.943    0.000   -1.214   -1.214
    DG1|t3 (DG1.3)   -0.695    0.032  -21.862    0.000   -0.695   -0.695
    DG1|t4 (DG1.4)   -0.290    0.030   -9.783    0.000   -0.290   -0.290
    DG1|t5 (DG1.5)    0.513    0.032   16.191    0.000    0.513    0.513
    DG1|t6 (DG1.6)    1.364    0.043   31.502    0.000    1.364    1.364
    DG2|t1 (DG2.1)   -2.257    0.077  -29.235    0.000   -2.257   -2.257
    DG2|t2 (DG2.2)   -1.712    0.050  -33.999    0.000   -1.712   -1.712
    DG2|t3 (DG2.3)   -1.325    0.041  -32.328    0.000   -1.325   -1.325
    DG2|t4 (DG2.4)   -0.893    0.034  -26.448    0.000   -0.893   -0.893
    DG2|t5 (DG2.5)   -0.096    0.029   -3.306    0.001   -0.096   -0.096
    DG2|t6 (DG2.6)    0.916    0.035   25.956    0.000    0.916    0.916
    DG3|t1 (DG3.1)   -2.076    0.065  -32.029    0.000   -2.076   -2.076
    DG3|t2 (DG3.2)   -1.491    0.044  -33.949    0.000   -1.491   -1.491
    DG3|t3 (DG3.3)   -1.029    0.035  -29.018    0.000   -1.029   -1.029
    DG3|t4 (DG3.4)   -0.658    0.031  -21.110    0.000   -0.658   -0.658
    DG3|t5 (DG3.5)    0.149    0.029    5.193    0.000    0.149    0.149
    DG3|t6 (DG3.6)    1.026    0.036   28.312    0.000    1.026    1.026

Variances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    C       (p.1_)    1.000                               1.000    1.000
    S       (p.2_)    1.000                               1.000    1.000
    D       (p.3_)    1.000                               1.000    1.000
   .CG1               0.267                               0.267    0.267
   .CG2               0.277                               0.277    0.277
   .CG3               0.384                               0.384    0.384
   .CI1               0.202                               0.202    0.202
   .CI2               0.570                               0.570    0.570
   .CI3               0.431                               0.431    0.431
   .SS1               0.367                               0.367    0.367
   .SS2               0.521                               0.521    0.521
   .SS3               0.217                               0.217    0.217
   .SO1               0.574                               0.574    0.574
   .SO2               0.458                               0.458    0.458
   .SO3               0.492                               0.492    0.492
   .DM1               0.408                               0.408    0.408
   .DM2               0.304                               0.304    0.304
   .DM3               0.222                               0.222    0.222
   .DP1               0.193                               0.193    0.193
   .DP2               0.276                               0.276    0.276
   .DP3               0.496                               0.496    0.496
   .DG1               0.437                               0.437    0.437
   .DG2               0.514                               0.514    0.514
   .DG3               0.553                               0.553    0.553

Scales y*:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1               1.000                               1.000    1.000
    CG2               1.000                               1.000    1.000
    CG3               1.000                               1.000    1.000
    CI1               1.000                               1.000    1.000
    CI2               1.000                               1.000    1.000
    CI3               1.000                               1.000    1.000
    SS1               1.000                               1.000    1.000
    SS2               1.000                               1.000    1.000
    SS3               1.000                               1.000    1.000
    SO1               1.000                               1.000    1.000
    SO2               1.000                               1.000    1.000
    SO3               1.000                               1.000    1.000
    DM1               1.000                               1.000    1.000
    DM2               1.000                               1.000    1.000
    DM3               1.000                               1.000    1.000
    DP1               1.000                               1.000    1.000
    DP2               1.000                               1.000    1.000
    DP3               1.000                               1.000    1.000
    DG1               1.000                               1.000    1.000
    DG2               1.000                               1.000    1.000
    DG3               1.000                               1.000    1.000


Group 2 [2]:

Latent Variables:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C =~                                                                  
    CG1     (l.1_)    0.856    0.008  108.946    0.000    0.903    0.894
    CG2     (l.2_)    0.850    0.008  108.675    0.000    0.897    0.900
    CG3     (l.3_)    0.785    0.011   74.345    0.000    0.828    0.793
    CI1     (l.4_)    0.893    0.008  108.442    0.000    0.943    0.925
    CI2     (l.5_)    0.656    0.016   42.042    0.000    0.692    0.707
    CI3     (l.6_)    0.754    0.013   58.348    0.000    0.796    0.775
  S =~                                                                  
    SS1     (l.7_)    0.796    0.011   75.001    0.000    0.826    0.804
    SS2     (l.8_)    0.692    0.014   49.497    0.000    0.718    0.729
    SS3     (l.9_)    0.885    0.008  105.092    0.000    0.918    0.905
    SO1     (l.10)    0.653    0.015   42.988    0.000    0.678    0.659
    SO2     (l.11)    0.736    0.013   56.809    0.000    0.764    0.751
    SO3     (l.12)    0.713    0.014   51.373    0.000    0.740    0.750
  D =~                                                                  
    DM1     (l.13)    0.769    0.012   66.514    0.000    0.821    0.809
    DM2     (l.14)    0.834    0.008  102.507    0.000    0.891    0.872
    DM3     (l.15)    0.882    0.006  138.562    0.000    0.942    0.909
    DP1     (l.16)    0.898    0.006  146.445    0.000    0.959    0.906
    DP2     (l.17)    0.851    0.008  100.191    0.000    0.909    0.870
    DP3     (l.18)    0.710    0.013   55.857    0.000    0.758    0.757
    DG1     (l.19)    0.750    0.012   64.091    0.000    0.801    0.793
    DG2     (l.20)    0.697    0.013   53.845    0.000    0.744    0.726
    DG3     (l.21)    0.668    0.013   49.572    0.000    0.714    0.721

Covariances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C ~~                                                                  
    S       (p.2_)    0.831    0.055   15.203    0.000    0.759    0.759
    D      (p.3_1)    0.855    0.055   15.453    0.000    0.759    0.759
  S ~~                                                                  
    D      (p.3_2)    0.917    0.059   15.522    0.000    0.828    0.828

Intercepts:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
   .CG1     (nu.1)    0.000                               0.000    0.000
   .CG2     (nu.2)    0.000                               0.000    0.000
   .CG3     (nu.3)    0.000                               0.000    0.000
   .CI1     (nu.4)    0.000                               0.000    0.000
   .CI2     (nu.5)    0.000                               0.000    0.000
   .CI3     (nu.6)    0.000                               0.000    0.000
   .SS1     (nu.7)    0.000                               0.000    0.000
   .SS2     (nu.8)    0.000                               0.000    0.000
   .SS3     (nu.9)    0.000                               0.000    0.000
   .SO1     (n.10)    0.000                               0.000    0.000
   .SO2     (n.11)    0.000                               0.000    0.000
   .SO3     (n.12)    0.000                               0.000    0.000
   .DM1     (n.13)    0.000                               0.000    0.000
   .DM2     (n.14)    0.000                               0.000    0.000
   .DM3     (n.15)    0.000                               0.000    0.000
   .DP1     (n.16)    0.000                               0.000    0.000
   .DP2     (n.17)    0.000                               0.000    0.000
   .DP3     (n.18)    0.000                               0.000    0.000
   .DG1     (n.19)    0.000                               0.000    0.000
   .DG2     (n.20)    0.000                               0.000    0.000
   .DG3     (n.21)    0.000                               0.000    0.000
    C       (a.1.)   -0.089    0.042   -2.105    0.035   -0.085   -0.085
    S       (a.2.)   -0.108    0.043   -2.495    0.013   -0.104   -0.104
    D       (a.3.)   -0.121    0.042   -2.889    0.004   -0.113   -0.113

Thresholds:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1|t1 (CG1.1)   -1.364    0.044  -31.223    0.000   -1.364   -1.351
    CG1|t2 (CG1.2)   -0.575    0.033  -17.314    0.000   -0.575   -0.569
    CG1|t3 (CG1.3)   -0.245    0.031   -7.832    0.000   -0.245   -0.242
    CG1|t4 (CG1.4)    0.347    0.032   10.858    0.000    0.347    0.343
    CG1|t5 (CG1.5)    1.021    0.039   26.479    0.000    1.021    1.011
    CG1|t6 (CG1.6)    1.770    0.057   31.229    0.000    1.770    1.752
    CG2|t1 (CG2.1)   -1.417    0.045  -31.784    0.000   -1.417   -1.421
    CG2|t2 (CG2.2)   -0.614    0.033  -18.713    0.000   -0.614   -0.616
    CG2|t3 (CG2.3)   -0.253    0.031   -8.135    0.000   -0.253   -0.253
    CG2|t4 (CG2.4)    0.357    0.032   11.262    0.000    0.357    0.358
    CG2|t5 (CG2.5)    1.058    0.039   27.335    0.000    1.058    1.061
    CG2|t6 (CG2.6)    1.786    0.057   31.258    0.000    1.786    1.791
    CG3|t1 (CG3.1)   -1.884    0.058  -32.438    0.000   -1.884   -1.803
    CG3|t2 (CG3.2)   -1.109    0.038  -29.502    0.000   -1.109   -1.062
    CG3|t3 (CG3.3)   -0.724    0.033  -21.826    0.000   -0.724   -0.693
    CG3|t4 (CG3.4)   -0.147    0.030   -4.882    0.000   -0.147   -0.141
    CG3|t5 (CG3.5)    0.704    0.034   21.000    0.000    0.704    0.674
    CG3|t6 (CG3.6)    1.609    0.049   32.724    0.000    1.609    1.540
    CI1|t1 (CI1.1)   -1.533    0.047  -32.723    0.000   -1.533   -1.504
    CI1|t2 (CI1.2)   -0.828    0.035  -23.474    0.000   -0.828   -0.813
    CI1|t3 (CI1.3)   -0.399    0.032  -12.368    0.000   -0.399   -0.391
    CI1|t4 (CI1.4)    0.141    0.032    4.472    0.000    0.141    0.138
    CI1|t5 (CI1.5)    0.814    0.036   22.647    0.000    0.814    0.798
    CI1|t6 (CI1.6)    1.678    0.053   31.901    0.000    1.678    1.646
    CI2|t1 (CI2.1)   -2.133    0.070  -30.393    0.000   -2.133   -2.179
    CI2|t2 (CI2.2)   -1.513    0.046  -33.110    0.000   -1.513   -1.546
    CI2|t3 (CI2.3)   -1.041    0.036  -28.922    0.000   -1.041   -1.063
    CI2|t4 (CI2.4)   -0.530    0.030  -17.466    0.000   -0.530   -0.542
    CI2|t5 (CI2.5)    0.421    0.030   14.070    0.000    0.421    0.430
    CI2|t6 (CI2.6)    1.579    0.048   33.227    0.000    1.579    1.612
    CI3|t1 (CI3.1)   -1.968    0.060  -32.572    0.000   -1.968   -1.916
    CI3|t2 (CI3.2)   -1.238    0.040  -31.014    0.000   -1.238   -1.205
    CI3|t3 (CI3.3)   -0.806    0.034  -23.663    0.000   -0.806   -0.784
    CI3|t4 (CI3.4)   -0.216    0.030   -7.223    0.000   -0.216   -0.210
    CI3|t5 (CI3.5)    0.544    0.032   16.940    0.000    0.544    0.529
    CI3|t6 (CI3.6)    1.402    0.044   32.009    0.000    1.402    1.365
    SS1|t1 (SS1.1)   -1.795    0.055  -32.592    0.000   -1.795   -1.748
    SS1|t2 (SS1.2)   -1.061    0.038  -27.804    0.000   -1.061   -1.033
    SS1|t3 (SS1.3)   -0.527    0.033  -16.169    0.000   -0.527   -0.513
    SS1|t4 (SS1.4)    0.028    0.031    0.930    0.352    0.028    0.028
    SS1|t5 (SS1.5)    0.755    0.034   21.933    0.000    0.755    0.735
    SS1|t6 (SS1.6)    1.638    0.051   32.350    0.000    1.638    1.596
    SS2|t1 (SS2.1)   -1.887    0.057  -33.353    0.000   -1.887   -1.915
    SS2|t2 (SS2.2)   -1.394    0.043  -32.491    0.000   -1.394   -1.415
    SS2|t3 (SS2.3)   -0.907    0.035  -26.213    0.000   -0.907   -0.920
    SS2|t4 (SS2.4)   -0.313    0.030  -10.532    0.000   -0.313   -0.318
    SS2|t5 (SS2.5)    0.293    0.030    9.806    0.000    0.293    0.298
    SS2|t6 (SS2.6)    1.187    0.039   30.089    0.000    1.187    1.205
    SS3|t1 (SS3.1)   -1.728    0.054  -32.052    0.000   -1.728   -1.704
    SS3|t2 (SS3.2)   -0.903    0.037  -24.324    0.000   -0.903   -0.890
    SS3|t3 (SS3.3)   -0.389    0.032  -11.977    0.000   -0.389   -0.383
    SS3|t4 (SS3.4)    0.196    0.032    6.196    0.000    0.196    0.194
    SS3|t5 (SS3.5)    0.844    0.037   22.805    0.000    0.844    0.832
    SS3|t6 (SS3.6)    1.597    0.051   31.459    0.000    1.597    1.574
    SO1|t1 (SO1.1)   -2.115    0.068  -31.301    0.000   -2.115   -2.058
    SO1|t2 (SO1.2)   -1.401    0.044  -32.086    0.000   -1.401   -1.363
    SO1|t3 (SO1.3)   -0.932    0.035  -26.551    0.000   -0.932   -0.907
    SO1|t4 (SO1.4)   -0.232    0.029   -7.904    0.000   -0.232   -0.226
    SO1|t5 (SO1.5)    0.513    0.031   16.620    0.000    0.513    0.499
    SO1|t6 (SO1.6)    1.615    0.049   32.746    0.000    1.615    1.571
    SO2|t1 (SO2.1)   -1.600    0.047  -34.060    0.000   -1.600   -1.573
    SO2|t2 (SO2.2)   -0.888    0.035  -25.600    0.000   -0.888   -0.873
    SO2|t3 (SO2.3)   -0.317    0.030  -10.477    0.000   -0.317   -0.312
    SO2|t4 (SO2.4)    0.204    0.030    6.772    0.000    0.204    0.200
    SO2|t5 (SO2.5)    0.966    0.037   26.350    0.000    0.966    0.949
    SO2|t6 (SO2.6)    1.871    0.060   31.421    0.000    1.871    1.839
    SO3|t1 (SO3.1)   -1.529    0.046  -33.087    0.000   -1.529   -1.550
    SO3|t2 (SO3.2)   -0.777    0.034  -23.158    0.000   -0.777   -0.788
    SO3|t3 (SO3.3)   -0.281    0.030   -9.464    0.000   -0.281   -0.285
    SO3|t4 (SO3.4)    0.365    0.030   12.142    0.000    0.365    0.370
    SO3|t5 (SO3.5)    1.089    0.038   28.917    0.000    1.089    1.104
    SO3|t6 (SO3.6)    2.053    0.068   30.001    0.000    2.053    2.082
    DM1|t1 (DM1.1)   -1.439    0.044  -32.548    0.000   -1.439   -1.418
    DM1|t2 (DM1.2)   -0.720    0.033  -22.049    0.000   -0.720   -0.709
    DM1|t3 (DM1.3)   -0.330    0.030  -10.907    0.000   -0.330   -0.325
    DM1|t4 (DM1.4)    0.474    0.031   15.178    0.000    0.474    0.467
    DM1|t5 (DM1.5)    1.164    0.039   29.605    0.000    1.164    1.147
    DM1|t6 (DM1.6)    1.868    0.058   32.228    0.000    1.868    1.840
    DM2|t1 (DM2.1)   -1.468    0.044  -33.297    0.000   -1.468   -1.438
    DM2|t2 (DM2.2)   -0.755    0.034  -22.420    0.000   -0.755   -0.739
    DM2|t3 (DM2.3)   -0.334    0.031  -10.802    0.000   -0.334   -0.327
    DM2|t4 (DM2.4)    0.128    0.031    4.193    0.000    0.128    0.126
    DM2|t5 (DM2.5)    0.810    0.035   23.210    0.000    0.810    0.793
    DM2|t6 (DM2.6)    1.554    0.049   32.026    0.000    1.554    1.522
    DM3|t1 (DM3.1)   -1.627    0.050  -32.666    0.000   -1.627   -1.571
    DM3|t2 (DM3.2)   -0.888    0.036  -24.942    0.000   -0.888   -0.857
    DM3|t3 (DM3.3)   -0.494    0.032  -15.275    0.000   -0.494   -0.477
    DM3|t4 (DM3.4)   -0.063    0.031   -2.014    0.044   -0.063   -0.060
    DM3|t5 (DM3.5)    0.677    0.034   19.738    0.000    0.677    0.654
    DM3|t6 (DM3.6)    1.519    0.048   31.483    0.000    1.519    1.467
    DP1|t1 (DP1.1)   -1.842    0.054  -34.008    0.000   -1.842   -1.740
    DP1|t2 (DP1.2)   -1.205    0.040  -30.063    0.000   -1.205   -1.138
    DP1|t3 (DP1.3)   -0.809    0.035  -23.152    0.000   -0.809   -0.764
    DP1|t4 (DP1.4)   -0.357    0.032  -11.154    0.000   -0.357   -0.338
    DP1|t5 (DP1.5)    0.509    0.033   15.236    0.000    0.509    0.480
    DP1|t6 (DP1.6)    1.471    0.047   31.118    0.000    1.471    1.389
    DP2|t1 (DP2.1)   -1.652    0.049  -33.794    0.000   -1.652   -1.583
    DP2|t2 (DP2.2)   -0.932    0.036  -25.735    0.000   -0.932   -0.893
    DP2|t3 (DP2.3)   -0.479    0.032  -14.896    0.000   -0.479   -0.459
    DP2|t4 (DP2.4)    0.024    0.031    0.787    0.431    0.024    0.023
    DP2|t5 (DP2.5)    0.727    0.035   21.007    0.000    0.727    0.696
    DP2|t6 (DP2.6)    1.639    0.051   32.273    0.000    1.639    1.570
    DP3|t1 (DP3.1)   -2.129    0.064  -33.113    0.000   -2.129   -2.126
    DP3|t2 (DP3.2)   -1.568    0.045  -34.821    0.000   -1.568   -1.565
    DP3|t3 (DP3.3)   -1.173    0.037  -31.350    0.000   -1.173   -1.172
    DP3|t4 (DP3.4)   -0.539    0.031  -17.661    0.000   -0.539   -0.538
    DP3|t5 (DP3.5)    0.269    0.030    9.062    0.000    0.269    0.269
    DP3|t6 (DP3.6)    1.318    0.041   31.916    0.000    1.318    1.316
    DG1|t1 (DG1.1)   -1.932    0.059  -33.018    0.000   -1.932   -1.913
    DG1|t2 (DG1.2)   -1.214    0.038  -31.943    0.000   -1.214   -1.202
    DG1|t3 (DG1.3)   -0.695    0.032  -21.862    0.000   -0.695   -0.688
    DG1|t4 (DG1.4)   -0.290    0.030   -9.783    0.000   -0.290   -0.287
    DG1|t5 (DG1.5)    0.513    0.032   16.191    0.000    0.513    0.508
    DG1|t6 (DG1.6)    1.364    0.043   31.502    0.000    1.364    1.350
    DG2|t1 (DG2.1)   -2.257    0.077  -29.235    0.000   -2.257   -2.201
    DG2|t2 (DG2.2)   -1.712    0.050  -33.999    0.000   -1.712   -1.671
    DG2|t3 (DG2.3)   -1.325    0.041  -32.328    0.000   -1.325   -1.293
    DG2|t4 (DG2.4)   -0.893    0.034  -26.448    0.000   -0.893   -0.872
    DG2|t5 (DG2.5)   -0.096    0.029   -3.306    0.001   -0.096   -0.094
    DG2|t6 (DG2.6)    0.916    0.035   25.956    0.000    0.916    0.894
    DG3|t1 (DG3.1)   -2.076    0.065  -32.029    0.000   -2.076   -2.099
    DG3|t2 (DG3.2)   -1.491    0.044  -33.949    0.000   -1.491   -1.507
    DG3|t3 (DG3.3)   -1.029    0.035  -29.018    0.000   -1.029   -1.040
    DG3|t4 (DG3.4)   -0.658    0.031  -21.110    0.000   -0.658   -0.665
    DG3|t5 (DG3.5)    0.149    0.029    5.193    0.000    0.149    0.151
    DG3|t6 (DG3.6)    1.026    0.036   28.312    0.000    1.026    1.037

Variances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    C       (p.1_)    1.114    0.075   14.892    0.000    1.000    1.000
    S       (p.2_)    1.077    0.073   14.667    0.000    1.000    1.000
    D       (p.3_)    1.140    0.074   15.481    0.000    1.000    1.000
   .CG1               0.204                               0.204    0.200
   .CG2               0.189                               0.189    0.190
   .CG3               0.405                               0.405    0.371
   .CI1               0.151                               0.151    0.145
   .CI2               0.479                               0.479    0.500
   .CI3               0.422                               0.422    0.400
   .SS1               0.372                               0.372    0.353
   .SS2               0.455                               0.455    0.469
   .SS3               0.186                               0.186    0.181
   .SO1               0.597                               0.597    0.565
   .SO2               0.451                               0.451    0.436
   .SO3               0.426                               0.426    0.438
   .DM1               0.356                               0.356    0.346
   .DM2               0.250                               0.250    0.239
   .DM3               0.186                               0.186    0.173
   .DP1               0.201                               0.201    0.180
   .DP2               0.265                               0.265    0.243
   .DP3               0.428                               0.428    0.427
   .DG1               0.379                               0.379    0.371
   .DG2               0.497                               0.497    0.473
   .DG3               0.469                               0.469    0.479

Scales y*:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1               0.990    0.029   34.052    0.000    0.990    1.000
    CG2               1.003    0.029   34.580    0.000    1.003    1.000
    CG3               0.957    0.024   39.067    0.000    0.957    1.000
    CI1               0.981    0.028   34.421    0.000    0.981    1.000
    CI2               1.021    0.029   35.466    0.000    1.021    1.000
    CI3               0.973    0.026   37.289    0.000    0.973    1.000
    SS1               0.974    0.027   36.295    0.000    0.974    1.000
    SS2               1.015    0.028   36.551    0.000    1.015    1.000
    SS3               0.986    0.029   33.469    0.000    0.986    1.000
    SO1               0.973    0.027   36.152    0.000    0.973    1.000
    SO2               0.983    0.026   37.237    0.000    0.983    1.000
    SO3               1.014    0.027   37.027    0.000    1.014    1.000
    DM1               0.985    0.027   36.929    0.000    0.985    1.000
    DM2               0.979    0.027   36.539    0.000    0.979    1.000
    DM3               0.965    0.027   35.677    0.000    0.965    1.000
    DP1               0.944    0.026   36.515    0.000    0.944    1.000
    DP2               0.958    0.026   36.801    0.000    0.958    1.000
    DP3               0.998    0.025   39.798    0.000    0.998    1.000
    DG1               0.990    0.025   39.852    0.000    0.990    1.000
    DG2               0.976    0.026   37.863    0.000    0.976    1.000
    DG3               1.011    0.026   38.177    0.000    1.011    1.000
## test equivalence of intercepts, given equal loadings and thresholds
lavTestLRT(fit.loading, fit.lrintercept, method = "satorra.bentler.2010")
Scaled Chi-Squared Difference Test (method = "satorra.bentler.2010")

lavaan NOTE:
    The "Chisq" column contains standard test statistics, not the
    robust test that should be reported per model. A robust difference
    test is a function of two standard (not robust) statistics.
 
                 Df AIC BIC  Chisq Chisq diff Df diff Pr(>Chisq)
fit.loading     474         6802.8                              
fit.lrintercept 492         6825.2     15.774      18     0.6084

Test Residual variance (latent response; strict) Invariance

Strict invariance for categorical indicators requires assessing the equality of the “scales” or residual variances on the latent response variable. There is a one-to-one relationship between the scale and residual variances of a latent response variable.

lrvariance.model.wide <- "
## ================================================= ##
## Wave 1

# Factor Loadings
# NOTE: you need to enter the first item of each factor twice in order to set the label (X.lambda.1) so that lavaan estimates the loading instead of fixing it to 1
C1 =~ NA*CG1_1 + C.lambda.1*CG1_1 + C.lambda.2*CG2_1 + C.lambda.3*CG3_1 + C.lambda.4*CI1_1 + C.lambda.5*CI2_1 + C.lambda.6*CI3_1
S1 =~ NA*SS1_1 + S.lambda.1*SS1_1 + S.lambda.2*SS2_1 + S.lambda.3*SS3_1 + S.lambda.4*SO1_1 + S.lambda.5*SO2_1 + S.lambda.6*SO3_1
D1 =~ NA*DM1_1 + D.lambda.1*DM1_1 + D.lambda.2*DM2_1 + D.lambda.3*DM3_1 + D.lambda.4*DP1_1 + D.lambda.5*DP2_1 + D.lambda.6*DP3_1 + D.lambda.7*DG1_1 + D.lambda.8*DG2_1 + D.lambda.9*DG3_1

# Factor covariances
C1 ~~ S1 + D1
S1 ~~ D1 

# Factor variances
C1 ~~ 1*C1
S1 ~~ 1*S1
D1 ~~ 1*D1

# Factor means/intercepts
C1 ~ 0*1
S1 ~ 0*1
D1 ~ 0*1

# Thresholds
CG1_1 | CG1.thr1*t1 + CG1.thr2*t2 + CG1.thr3*t3 + CG1.thr4*t4 + CG1.thr5*t5 + CG1.thr6*t6
CG2_1 | CG2.thr1*t1 + CG2.thr2*t2 + CG2.thr3*t3 + CG2.thr4*t4 + CG2.thr5*t5 + CG2.thr6*t6
CG3_1 | CG3.thr1*t1 + CG3.thr2*t2 + CG3.thr3*t3 + CG3.thr4*t4 + CG3.thr5*t5 + CG3.thr6*t6

CI1_1 | CI1.thr1*t1 + CI1.thr2*t2 + CI1.thr3*t3 + CI1.thr4*t4 + CI1.thr5*t5 + CI1.thr6*t6
CI2_1 | CI2.thr1*t1 + CI2.thr2*t2 + CI2.thr3*t3 + CI2.thr4*t4 + CI2.thr5*t5 + CI2.thr6*t6
CI3_1 | CI3.thr1*t1 + CI3.thr2*t2 + CI3.thr3*t3 + CI3.thr4*t4 + CI3.thr5*t5 + CI3.thr6*t6

SS1_1 | SS1.thr1*t1 + SS1.thr2*t2 + SS1.thr3*t3 + SS1.thr4*t4 + SS1.thr5*t5 + SS1.thr6*t6
SS2_1 | SS2.thr1*t1 + SS2.thr2*t2 + SS2.thr3*t3 + SS2.thr4*t4 + SS2.thr5*t5 + SS2.thr6*t6
SS3_1 | SS3.thr1*t1 + SS3.thr2*t2 + SS3.thr3*t3 + SS3.thr4*t4 + SS3.thr5*t5 + SS3.thr6*t6

SO1_1 | SO1.thr1*t1 + SO1.thr2*t2 + SO1.thr3*t3 + SO1.thr4*t4 + SO1.thr5*t5 + SO1.thr6*t6
SO2_1 | SO2.thr1*t1 + SO2.thr2*t2 + SO2.thr3*t3 + SO2.thr4*t4 + SO2.thr5*t5 + SO2.thr6*t6
SO3_1 | SO3.thr1*t1 + SO3.thr2*t2 + SO3.thr3*t3 + SO3.thr4*t4 + SO3.thr5*t5 + SO3.thr6*t6

DM1_1 | DM1.thr1*t1 + DM1.thr2*t2 + DM1.thr3*t3 + DM1.thr4*t4 + DM1.thr5*t5 + DM1.thr6*t6
DM2_1 | DM2.thr1*t1 + DM2.thr2*t2 + DM2.thr3*t3 + DM2.thr4*t4 + DM2.thr5*t5 + DM2.thr6*t6
DM3_1 | DM3.thr1*t1 + DM3.thr2*t2 + DM3.thr3*t3 + DM3.thr4*t4 + DM3.thr5*t5 + DM3.thr6*t6

DP1_1 | DP1.thr1*t1 + DP1.thr2*t2 + DP1.thr3*t3 + DP1.thr4*t4 + DP1.thr5*t5 + DP1.thr6*t6
DP2_1 | DP2.thr1*t1 + DP2.thr2*t2 + DP2.thr3*t3 + DP2.thr4*t4 + DP2.thr5*t5 + DP2.thr6*t6
DP3_1 | DP3.thr1*t1 + DP3.thr2*t2 + DP3.thr3*t3 + DP3.thr4*t4 + DP3.thr5*t5 + DP3.thr6*t6

DG1_1 | DG1.thr1*t1 + DG1.thr2*t2 + DG1.thr3*t3 + DG1.thr4*t4 + DG1.thr5*t5 + DG1.thr6*t6
DG2_1 | DG2.thr1*t1 + DG2.thr2*t2 + DG2.thr3*t3 + DG2.thr4*t4 + DG2.thr5*t5 + DG2.thr6*t6
DG3_1 | DG3.thr1*t1 + DG3.thr2*t2 + DG3.thr3*t3 + DG3.thr4*t4 + DG3.thr5*t5 + DG3.thr6*t6

# latent response intercepts - fixed to 0
CG1_1 ~  0*1
CG2_1 ~  0*1
CG3_1 ~  0*1
CI1_1 ~  0*1
CI2_1 ~  0*1
CI3_1 ~  0*1
SS1_1 ~  0*1
SS2_1 ~  0*1
SS3_1 ~  0*1
SO1_1 ~  0*1
SO2_1 ~  0*1
SO3_1 ~  0*1
DM1_1 ~  0*1
DM2_1 ~  0*1
DM3_1 ~  0*1
DP1_1 ~  0*1
DP2_1 ~  0*1
DP3_1 ~  0*1
DG1_1 ~  0*1
DG2_1 ~  0*1
DG3_1 ~  0*1

# latent response scales - fixed to 1
CG1_1 ~*~ 1*CG1_1
CG2_1 ~*~ 1*CG2_1
CG3_1 ~*~ 1*CG3_1
CI1_1 ~*~ 1*CI1_1
CI2_1 ~*~ 1*CI2_1
CI3_1 ~*~ 1*CI3_1
SS1_1 ~*~ 1*SS1_1
SS2_1 ~*~ 1*SS2_1
SS3_1 ~*~ 1*SS3_1
SO1_1 ~*~ 1*SO1_1
SO2_1 ~*~ 1*SO2_1
SO3_1 ~*~ 1*SO3_1
DM1_1 ~*~ 1*DM1_1
DM2_1 ~*~ 1*DM2_1
DM3_1 ~*~ 1*DM3_1
DP1_1 ~*~ 1*DP1_1
DP2_1 ~*~ 1*DP2_1
DP3_1 ~*~ 1*DP3_1
DG1_1 ~*~ 1*DG1_1
DG2_1 ~*~ 1*DG2_1
DG3_1 ~*~ 1*DG3_1

## ================================================= ##
##  Wave 2

# Factor Loadings
# NOTE: you need to enter the first item of each factor twice in order to set the label (X.lambda.1) so that lavaan estimates the loading instead of fixing it to 1
C2 =~ NA*CG1_2 + C.lambda.1*CG1_2 + C.lambda.2*CG2_2 + C.lambda.3*CG3_2 + C.lambda.4*CI1_2 + C.lambda.5*CI2_2 + C.lambda.6*CI3_2
S2 =~ NA*SS1_2 + S.lambda.1*SS1_2 + S.lambda.2*SS2_2 + S.lambda.3*SS3_2 + S.lambda.4*SO1_2 + S.lambda.5*SO2_2 + S.lambda.6*SO3_2
D2 =~ NA*DM1_2 + D.lambda.1*DM1_2 + D.lambda.2*DM2_2 + D.lambda.3*DM3_2 + D.lambda.4*DP1_2 + D.lambda.5*DP2_2 + D.lambda.6*DP3_2 + D.lambda.7*DG1_2 + D.lambda.8*DG2_2 + D.lambda.9*DG3_2

# Factor covariances
C2 ~~ S2 + D2
S2 ~~ D2

# Factor Variances - freely estimate
C2 ~~ NA*C2
S2 ~~ NA*S2
D2 ~~ NA*D2

# Factor means/intercepts - freely estimate
C2 ~ NA*1
S2 ~ NA*1
D2 ~ NA*1

# Thresholds
CG1_2 | CG1.thr1*t1 + CG1.thr2*t2 + CG1.thr3*t3 + CG1.thr4*t4 + CG1.thr5*t5 + CG1.thr6*t6
CG2_2 | CG2.thr1*t1 + CG2.thr2*t2 + CG2.thr3*t3 + CG2.thr4*t4 + CG2.thr5*t5 + CG2.thr6*t6
CG3_2 | CG3.thr1*t1 + CG3.thr2*t2 + CG3.thr3*t3 + CG3.thr4*t4 + CG3.thr5*t5 + CG3.thr6*t6

CI1_2 | CI1.thr1*t1 + CI1.thr2*t2 + CI1.thr3*t3 + CI1.thr4*t4 + CI1.thr5*t5 + CI1.thr6*t6
CI2_2 | CI2.thr1*t1 + CI2.thr2*t2 + CI2.thr3*t3 + CI2.thr4*t4 + CI2.thr5*t5 + CI2.thr6*t6
CI3_2 | CI3.thr1*t1 + CI3.thr2*t2 + CI3.thr3*t3 + CI3.thr4*t4 + CI3.thr5*t5 + CI3.thr6*t6

SS1_2 | SS1.thr1*t1 + SS1.thr2*t2 + SS1.thr3*t3 + SS1.thr4*t4 + SS1.thr5*t5 + SS1.thr6*t6
SS2_2 | SS2.thr1*t1 + SS2.thr2*t2 + SS2.thr3*t3 + SS2.thr4*t4 + SS2.thr5*t5 + SS2.thr6*t6
SS3_2 | SS3.thr1*t1 + SS3.thr2*t2 + SS3.thr3*t3 + SS3.thr4*t4 + SS3.thr5*t5 + SS3.thr6*t6

SO1_2 | SO1.thr1*t1 + SO1.thr2*t2 + SO1.thr3*t3 + SO1.thr4*t4 + SO1.thr5*t5 + SO1.thr6*t6
SO2_2 | SO2.thr1*t1 + SO2.thr2*t2 + SO2.thr3*t3 + SO2.thr4*t4 + SO2.thr5*t5 + SO2.thr6*t6
SO3_2 | SO3.thr1*t1 + SO3.thr2*t2 + SO3.thr3*t3 + SO3.thr4*t4 + SO3.thr5*t5 + SO3.thr6*t6

DM1_2 | DM1.thr1*t1 + DM1.thr2*t2 + DM1.thr3*t3 + DM1.thr4*t4 + DM1.thr5*t5 + DM1.thr6*t6
DM2_2 | DM2.thr1*t1 + DM2.thr2*t2 + DM2.thr3*t3 + DM2.thr4*t4 + DM2.thr5*t5 + DM2.thr6*t6
DM3_2 | DM3.thr1*t1 + DM3.thr2*t2 + DM3.thr3*t3 + DM3.thr4*t4 + DM3.thr5*t5 + DM3.thr6*t6

DP1_2 | DP1.thr1*t1 + DP1.thr2*t2 + DP1.thr3*t3 + DP1.thr4*t4 + DP1.thr5*t5 + DP1.thr6*t6
DP2_2 | DP2.thr1*t1 + DP2.thr2*t2 + DP2.thr3*t3 + DP2.thr4*t4 + DP2.thr5*t5 + DP2.thr6*t6
DP3_2 | DP3.thr1*t1 + DP3.thr2*t2 + DP3.thr3*t3 + DP3.thr4*t4 + DP3.thr5*t5 + DP3.thr6*t6

DG1_2 | DG1.thr1*t1 + DG1.thr2*t2 + DG1.thr3*t3 + DG1.thr4*t4 + DG1.thr5*t5 + DG1.thr6*t6
DG2_2 | DG2.thr1*t1 + DG2.thr2*t2 + DG2.thr3*t3 + DG2.thr4*t4 + DG2.thr5*t5 + DG2.thr6*t6
DG3_2 | DG3.thr1*t1 + DG3.thr2*t2 + DG3.thr3*t3 + DG3.thr4*t4 + DG3.thr5*t5 + DG3.thr6*t6

# latent response intercepts
CG1_2 ~  0*1
CG2_2 ~  0*1
CG3_2 ~  0*1
CI1_2 ~  0*1
CI2_2 ~  0*1
CI3_2 ~  0*1
SS1_2 ~  0*1
SS2_2 ~  0*1
SS3_2 ~  0*1
SO1_2 ~  0*1
SO2_2 ~  0*1
SO3_2 ~  0*1
DM1_2 ~  0*1
DM2_2 ~  0*1
DM3_2 ~  0*1
DP1_2 ~  0*1
DP2_2 ~  0*1
DP3_2 ~  0*1
DG1_2 ~  0*1
DG2_2 ~  0*1
DG3_2 ~  0*1

# latent response scales - free - relative to wave 1
CG1_2 ~*~ 1*CG1_2
CG2_2 ~*~ 1*CG2_2
CG3_2 ~*~ 1*CG3_2
CI1_2 ~*~ 1*CI1_2
CI2_2 ~*~ 1*CI2_2
CI3_2 ~*~ 1*CI3_2
SS1_2 ~*~ 1*SS1_2
SS2_2 ~*~ 1*SS2_2
SS3_2 ~*~ 1*SS3_2
SO1_2 ~*~ 1*SO1_2
SO2_2 ~*~ 1*SO2_2
SO3_2 ~*~ 1*SO3_2
DM1_2 ~*~ 1*DM1_2
DM2_2 ~*~ 1*DM2_2
DM3_2 ~*~ 1*DM3_2
DP1_2 ~*~ 1*DP1_2
DP2_2 ~*~ 1*DP2_2
DP3_2 ~*~ 1*DP3_2
DG1_2 ~*~ 1*DG1_2
DG2_2 ~*~ 1*DG2_2
DG3_2 ~*~ 1*DG3_2

## ================================================= ##
# cross wave factor covariances 
C1 ~~ C2 + S2 + D2
S1 ~~ C2 + S2 + D2
D1 ~~ C2 + S2 + D2
# cross wave item residual covariances
CG1_1 ~~ CG1_2 
CG2_1 ~~ CG2_2 
CG3_1 ~~ CG3_2 
CI1_1 ~~ CI1_2
CI2_1 ~~ CI2_2 
CI3_1 ~~ CI3_2
SS1_1 ~~ SS1_2
SS2_1 ~~ SS2_2 
SS3_1 ~~ SS3_2
SO1_1 ~~ SO1_2 
SO2_1 ~~ SO2_2 
SO3_1 ~~ SO3_2 
DM1_1 ~~ DM1_2 
DM2_1 ~~ DM2_2 
DM3_1 ~~ DM3_2 
DP1_1 ~~ DP1_2 
DP2_1 ~~ DP2_2 
DP3_1 ~~ DP3_2 
DG1_1 ~~ DG1_2 
DG2_1 ~~ DG2_2 
DG3_1 ~~ DG3_2
"

# fit model
fit.lrvariance.wide <- cfa(model = lrvariance.model.wide, data = analysis.dat.wide,
    ordered = T)
summary(fit.lrvariance.wide, standardized = T, fit.measures = T)
lavaan 0.6-12 ended normally after 117 iterations

  Estimator                                       DWLS
  Optimization method                           NLMINB
  Number of model parameters                       336
  Number of equality constraints                   147

  Number of observations                          1235

Model Test User Model:
                                              Standard      Robust
  Test Statistic                              8487.827    7368.276
  Degrees of freedom                               924         924
  P-value (Chi-square)                           0.000       0.000
  Scaling correction factor                                  1.241
  Shift parameter                                          530.733
    simple second-order correction                                

Model Test Baseline Model:

  Test statistic                            611392.010   90588.712
  Degrees of freedom                               861         861
  P-value                                        0.000       0.000
  Scaling correction factor                                  6.804

User Model versus Baseline Model:

  Comparative Fit Index (CFI)                    0.988       0.928
  Tucker-Lewis Index (TLI)                       0.988       0.933
                                                                  
  Robust Comparative Fit Index (CFI)                            NA
  Robust Tucker-Lewis Index (TLI)                               NA

Root Mean Square Error of Approximation:

  RMSEA                                          0.081       0.075
  90 Percent confidence interval - lower         0.080       0.074
  90 Percent confidence interval - upper         0.083       0.077
  P-value RMSEA <= 0.05                          0.000       0.000
                                                                  
  Robust RMSEA                                                  NA
  90 Percent confidence interval - lower                        NA
  90 Percent confidence interval - upper                        NA

Standardized Root Mean Square Residual:

  SRMR                                           0.057       0.057

Parameter Estimates:

  Standard errors                           Robust.sem
  Information                                 Expected
  Information saturated (h1) model        Unstructured

Latent Variables:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C1 =~                                                                 
    CG1_1   (C..1)    0.853    0.008  112.145    0.000    0.853    0.853
    CG2_1   (C..2)    0.853    0.007  116.637    0.000    0.853    0.853
    CG3_1   (C..3)    0.778    0.010   77.872    0.000    0.778    0.778
    CI1_1   (C..4)    0.897    0.007  122.476    0.000    0.897    0.897
    CI2_1   (C..5)    0.660    0.015   44.640    0.000    0.660    0.660
    CI3_1   (C..6)    0.756    0.012   61.506    0.000    0.756    0.756
  S1 =~                                                                 
    SS1_1   (S..1)    0.794    0.011   74.504    0.000    0.794    0.794
    SS2_1   (S..2)    0.698    0.014   51.029    0.000    0.698    0.698
    SS3_1   (S..3)    0.882    0.009  100.022    0.000    0.882    0.882
    SO1_1   (S..4)    0.644    0.015   44.086    0.000    0.644    0.644
    SO2_1   (S..5)    0.735    0.012   60.840    0.000    0.735    0.735
    SO3_1   (S..6)    0.722    0.013   56.613    0.000    0.722    0.722
  D1 =~                                                                 
    DM1_1   (D..1)    0.782    0.010   76.422    0.000    0.782    0.782
    DM2_1   (D..2)    0.834    0.008  106.572    0.000    0.834    0.834
    DM3_1   (D..3)    0.873    0.006  141.273    0.000    0.873    0.873
    DP1_1   (D..4)    0.888    0.006  146.907    0.000    0.888    0.888
    DP2_1   (D..5)    0.851    0.008  108.859    0.000    0.851    0.851
    DP3_1   (D..6)    0.720    0.011   64.683    0.000    0.720    0.720
    DG1_1   (D..7)    0.763    0.010   74.408    0.000    0.763    0.763
    DG2_1   (D..8)    0.696    0.012   57.764    0.000    0.696    0.696
    DG3_1   (D..9)    0.677    0.012   54.317    0.000    0.677    0.677
  C2 =~                                                                 
    CG1_2   (C..1)    0.853    0.008  112.145    0.000    0.889    0.889
    CG2_2   (C..2)    0.853    0.007  116.637    0.000    0.889    0.889
    CG3_2   (C..3)    0.778    0.010   77.872    0.000    0.811    0.811
    CI1_2   (C..4)    0.897    0.007  122.476    0.000    0.935    0.935
    CI2_2   (C..5)    0.660    0.015   44.640    0.000    0.688    0.688
    CI3_2   (C..6)    0.756    0.012   61.506    0.000    0.789    0.789
  S2 =~                                                                 
    SS1_2   (S..1)    0.794    0.011   74.504    0.000    0.815    0.815
    SS2_2   (S..2)    0.698    0.014   51.029    0.000    0.717    0.717
    SS3_2   (S..3)    0.882    0.009  100.022    0.000    0.905    0.905
    SO1_2   (S..4)    0.644    0.015   44.086    0.000    0.661    0.661
    SO2_2   (S..5)    0.735    0.012   60.840    0.000    0.755    0.755
    SO3_2   (S..6)    0.722    0.013   56.613    0.000    0.741    0.741
  D2 =~                                                                 
    DM1_2   (D..1)    0.782    0.010   76.422    0.000    0.811    0.811
    DM2_2   (D..2)    0.834    0.008  106.572    0.000    0.864    0.864
    DM3_2   (D..3)    0.873    0.006  141.273    0.000    0.906    0.906
    DP1_2   (D..4)    0.888    0.006  146.907    0.000    0.920    0.920
    DP2_2   (D..5)    0.851    0.008  108.859    0.000    0.883    0.883
    DP3_2   (D..6)    0.720    0.011   64.683    0.000    0.747    0.747
    DG1_2   (D..7)    0.763    0.010   74.408    0.000    0.791    0.791
    DG2_2   (D..8)    0.696    0.012   57.764    0.000    0.722    0.722
    DG3_2   (D..9)    0.677    0.012   54.317    0.000    0.702    0.702

Covariances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C1 ~~                                                                 
    S1                0.747    0.013   58.756    0.000    0.747    0.747
    D1                0.703    0.013   53.038    0.000    0.703    0.703
  S1 ~~                                                                 
    D1                0.784    0.012   65.242    0.000    0.784    0.784
  C2 ~~                                                                 
    S2                0.810    0.019   42.703    0.000    0.757    0.757
    D2                0.818    0.017   49.063    0.000    0.757    0.757
  S2 ~~                                                                 
    D2                0.881    0.018   50.276    0.000    0.828    0.828
  C1 ~~                                                                 
    C2                0.693    0.017   40.460    0.000    0.665    0.665
    S2                0.581    0.021   28.193    0.000    0.566    0.566
    D2                0.573    0.020   28.878    0.000    0.553    0.553
  S1 ~~                                                                 
    C2                0.569    0.021   26.814    0.000    0.546    0.546
    S2                0.730    0.018   41.213    0.000    0.710    0.710
    D2                0.610    0.020   30.358    0.000    0.588    0.588
  D1 ~~                                                                 
    C2                0.564    0.020   28.009    0.000    0.541    0.541
    S2                0.637    0.019   33.592    0.000    0.620    0.620
    D2                0.691    0.016   42.287    0.000    0.666    0.666
 .CG1_1 ~~                                                              
   .CG1_2             0.086    0.010    8.526    0.000    0.086    0.360
 .CG2_1 ~~                                                              
   .CG2_2             0.052    0.011    4.841    0.000    0.052    0.217
 .CG3_1 ~~                                                              
   .CG3_2             0.108    0.012    9.356    0.000    0.108    0.294
 .CI1_1 ~~                                                              
   .CI1_2             0.047    0.010    4.810    0.000    0.047    0.300
 .CI2_1 ~~                                                              
   .CI2_2             0.171    0.016   10.491    0.000    0.171    0.313
 .CI3_1 ~~                                                              
   .CI3_2             0.151    0.014   10.452    0.000    0.151    0.376
 .SS1_1 ~~                                                              
   .SS1_2             0.138    0.013   10.624    0.000    0.138    0.393
 .SS2_1 ~~                                                              
   .SS2_2             0.219    0.016   13.762    0.000    0.219    0.438
 .SS3_1 ~~                                                              
   .SS3_2             0.017    0.011    1.563    0.118    0.017    0.084
 .SO1_1 ~~                                                              
   .SO1_2             0.190    0.018   10.787    0.000    0.190    0.331
 .SO2_1 ~~                                                              
   .SO2_2             0.199    0.014   14.125    0.000    0.199    0.448
 .SO3_1 ~~                                                              
   .SO3_2             0.206    0.017   12.483    0.000    0.206    0.444
 .DM1_1 ~~                                                              
   .DM1_2             0.141    0.014   10.020    0.000    0.141    0.387
 .DM2_1 ~~                                                              
   .DM2_2             0.082    0.013    6.289    0.000    0.082    0.296
 .DM3_1 ~~                                                              
   .DM3_2             0.031    0.012    2.668    0.008    0.031    0.151
 .DP1_1 ~~                                                              
   .DP1_2             0.018    0.010    1.843    0.065    0.018    0.102
 .DP2_1 ~~                                                              
   .DP2_2             0.080    0.011    7.240    0.000    0.080    0.324
 .DP3_1 ~~                                                              
   .DP3_2             0.155    0.016    9.416    0.000    0.155    0.335
 .DG1_1 ~~                                                              
   .DG1_2             0.170    0.015   11.310    0.000    0.170    0.430
 .DG2_1 ~~                                                              
   .DG2_2             0.192    0.017   11.338    0.000    0.192    0.386
 .DG3_1 ~~                                                              
   .DG3_2             0.196    0.019   10.344    0.000    0.196    0.374

Intercepts:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    C1                0.000                               0.000    0.000
    S1                0.000                               0.000    0.000
    D1                0.000                               0.000    0.000
   .CG1_1             0.000                               0.000    0.000
   .CG2_1             0.000                               0.000    0.000
   .CG3_1             0.000                               0.000    0.000
   .CI1_1             0.000                               0.000    0.000
   .CI2_1             0.000                               0.000    0.000
   .CI3_1             0.000                               0.000    0.000
   .SS1_1             0.000                               0.000    0.000
   .SS2_1             0.000                               0.000    0.000
   .SS3_1             0.000                               0.000    0.000
   .SO1_1             0.000                               0.000    0.000
   .SO2_1             0.000                               0.000    0.000
   .SO3_1             0.000                               0.000    0.000
   .DM1_1             0.000                               0.000    0.000
   .DM2_1             0.000                               0.000    0.000
   .DM3_1             0.000                               0.000    0.000
   .DP1_1             0.000                               0.000    0.000
   .DP2_1             0.000                               0.000    0.000
   .DP3_1             0.000                               0.000    0.000
   .DG1_1             0.000                               0.000    0.000
   .DG2_1             0.000                               0.000    0.000
   .DG3_1             0.000                               0.000    0.000
    C2               -0.090    0.025   -3.605    0.000   -0.087   -0.087
    S2               -0.109    0.025   -4.360    0.000   -0.106   -0.106
    D2               -0.124    0.024   -5.136    0.000   -0.119   -0.119
   .CG1_2             0.000                               0.000    0.000
   .CG2_2             0.000                               0.000    0.000
   .CG3_2             0.000                               0.000    0.000
   .CI1_2             0.000                               0.000    0.000
   .CI2_2             0.000                               0.000    0.000
   .CI3_2             0.000                               0.000    0.000
   .SS1_2             0.000                               0.000    0.000
   .SS2_2             0.000                               0.000    0.000
   .SS3_2             0.000                               0.000    0.000
   .SO1_2             0.000                               0.000    0.000
   .SO2_2             0.000                               0.000    0.000
   .SO3_2             0.000                               0.000    0.000
   .DM1_2             0.000                               0.000    0.000
   .DM2_2             0.000                               0.000    0.000
   .DM3_2             0.000                               0.000    0.000
   .DP1_2             0.000                               0.000    0.000
   .DP2_2             0.000                               0.000    0.000
   .DP3_2             0.000                               0.000    0.000
   .DG1_2             0.000                               0.000    0.000
   .DG2_2             0.000                               0.000    0.000
   .DG3_2             0.000                               0.000    0.000

Thresholds:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1_1| (CG1.1)   -1.358    0.042  -32.168    0.000   -1.358   -1.358
    CG1_1| (CG1.2)   -0.573    0.034  -16.957    0.000   -0.573   -0.573
    CG1_1| (CG1.3)   -0.244    0.032   -7.530    0.000   -0.244   -0.244
    CG1_1| (CG1.4)    0.344    0.033   10.558    0.000    0.344    0.344
    CG1_1| (CG1.5)    1.015    0.038   26.955    0.000    1.015    1.015
    CG1_1| (CG1.6)    1.762    0.056   31.292    0.000    1.762    1.762
    CG2_1| (CG2.1)   -1.419    0.044  -32.487    0.000   -1.419   -1.419
    CG2_1| (CG2.2)   -0.615    0.034  -18.237    0.000   -0.615   -0.615
    CG2_1| (CG2.3)   -0.253    0.032   -7.843    0.000   -0.253   -0.253
    CG2_1| (CG2.4)    0.357    0.032   11.261    0.000    0.357    0.357
    CG2_1| (CG2.5)    1.059    0.037   28.644    0.000    1.059    1.059
    CG2_1| (CG2.6)    1.788    0.056   31.784    0.000    1.788    1.788
    CG3_1| (CG3.1)   -1.838    0.053  -34.591    0.000   -1.838   -1.838
    CG3_1| (CG3.2)   -1.085    0.037  -29.504    0.000   -1.085   -1.085
    CG3_1| (CG3.3)   -0.709    0.034  -21.065    0.000   -0.709   -0.709
    CG3_1| (CG3.4)   -0.146    0.031   -4.733    0.000   -0.146   -0.146
    CG3_1| (CG3.5)    0.688    0.034   20.364    0.000    0.688    0.688
    CG3_1| (CG3.6)    1.574    0.050   31.577    0.000    1.574    1.574
    CI1_1| (CI1.1)   -1.520    0.046  -33.033    0.000   -1.520   -1.520
    CI1_1| (CI1.2)   -0.822    0.035  -23.353    0.000   -0.822   -0.822
    CI1_1| (CI1.3)   -0.396    0.033  -12.045    0.000   -0.396   -0.396
    CI1_1| (CI1.4)    0.138    0.032    4.269    0.000    0.138    0.138
    CI1_1| (CI1.5)    0.805    0.035   23.123    0.000    0.805    0.805
    CI1_1| (CI1.6)    1.661    0.052   32.095    0.000    1.661    1.661
    CI2_1| (CI2.1)   -2.160    0.067  -32.123    0.000   -2.160   -2.160
    CI2_1| (CI2.2)   -1.531    0.043  -35.392    0.000   -1.531   -1.531
    CI2_1| (CI2.3)   -1.051    0.036  -29.408    0.000   -1.051   -1.051
    CI2_1| (CI2.4)   -0.536    0.031  -17.013    0.000   -0.536   -0.536
    CI2_1| (CI2.5)    0.426    0.031   13.575    0.000    0.426    0.426
    CI2_1| (CI2.6)    1.595    0.047   33.782    0.000    1.595    1.595
    CI3_1| (CI3.1)   -1.939    0.058  -33.207    0.000   -1.939   -1.939
    CI3_1| (CI3.2)   -1.223    0.039  -31.007    0.000   -1.223   -1.223
    CI3_1| (CI3.3)   -0.796    0.034  -23.718    0.000   -0.796   -0.796
    CI3_1| (CI3.4)   -0.215    0.031   -6.879    0.000   -0.215   -0.215
    CI3_1| (CI3.5)    0.535    0.033   16.444    0.000    0.535    0.535
    CI3_1| (CI3.6)    1.384    0.044   31.461    0.000    1.384    1.384
    SS1_1| (SS1.1)   -1.771    0.052  -34.018    0.000   -1.771   -1.771
    SS1_1| (SS1.2)   -1.047    0.037  -28.043    0.000   -1.047   -1.047
    SS1_1| (SS1.3)   -0.521    0.033  -15.681    0.000   -0.521   -0.521
    SS1_1| (SS1.4)    0.027    0.032    0.852    0.394    0.027    0.027
    SS1_1| (SS1.5)    0.744    0.034   21.797    0.000    0.744    0.744
    SS1_1| (SS1.6)    1.617    0.050   32.420    0.000    1.617    1.617
    SS2_1| (SS2.1)   -1.900    0.059  -32.377    0.000   -1.900   -1.900
    SS2_1| (SS2.2)   -1.405    0.043  -32.841    0.000   -1.405   -1.405
    SS2_1| (SS2.3)   -0.914    0.036  -25.726    0.000   -0.914   -0.914
    SS2_1| (SS2.4)   -0.316    0.032   -9.921    0.000   -0.316   -0.316
    SS2_1| (SS2.5)    0.295    0.032    9.274    0.000    0.295    0.295
    SS2_1| (SS2.6)    1.195    0.040   29.930    0.000    1.195    1.195
    SS3_1| (SS3.1)   -1.716    0.050  -34.578    0.000   -1.716   -1.716
    SS3_1| (SS3.2)   -0.898    0.036  -24.892    0.000   -0.898   -0.898
    SS3_1| (SS3.3)   -0.386    0.032  -11.909    0.000   -0.386   -0.386
    SS3_1| (SS3.4)    0.194    0.032    6.040    0.000    0.194    0.194
    SS3_1| (SS3.5)    0.838    0.036   23.374    0.000    0.838    0.838
    SS3_1| (SS3.6)    1.585    0.050   31.736    0.000    1.585    1.585
    SO1_1| (SO1.1)   -2.090    0.063  -32.938    0.000   -2.090   -2.090
    SO1_1| (SO1.2)   -1.382    0.042  -33.290    0.000   -1.382   -1.382
    SO1_1| (SO1.3)   -0.920    0.035  -26.375    0.000   -0.920   -0.920
    SO1_1| (SO1.4)   -0.230    0.030   -7.617    0.000   -0.230   -0.230
    SO1_1| (SO1.5)    0.505    0.032   15.788    0.000    0.505    0.505
    SO1_1| (SO1.6)    1.591    0.047   33.733    0.000    1.591    1.591
    SO2_1| (SO2.1)   -1.587    0.046  -34.746    0.000   -1.587   -1.587
    SO2_1| (SO2.2)   -0.881    0.036  -24.768    0.000   -0.881   -0.881
    SO2_1| (SO2.3)   -0.316    0.032   -9.937    0.000   -0.316   -0.316
    SO2_1| (SO2.4)    0.201    0.032    6.320    0.000    0.201    0.201
    SO2_1| (SO2.5)    0.956    0.036   26.555    0.000    0.956    0.956
    SO2_1| (SO2.6)    1.854    0.059   31.537    0.000    1.854    1.854
    SO3_1| (SO3.1)   -1.540    0.046  -33.601    0.000   -1.540   -1.540
    SO3_1| (SO3.2)   -0.783    0.035  -22.341    0.000   -0.783   -0.783
    SO3_1| (SO3.3)   -0.283    0.031   -9.011    0.000   -0.283   -0.283
    SO3_1| (SO3.4)    0.368    0.032   11.619    0.000    0.368    0.368
    SO3_1| (SO3.5)    1.097    0.038   29.051    0.000    1.097    1.097
    SO3_1| (SO3.6)    2.069    0.069   29.849    0.000    2.069    2.069
    DM1_1| (DM1.1)   -1.430    0.043  -33.531    0.000   -1.430   -1.430
    DM1_1| (DM1.2)   -0.717    0.035  -20.444    0.000   -0.717   -0.717
    DM1_1| (DM1.3)   -0.329    0.032  -10.235    0.000   -0.329   -0.329
    DM1_1| (DM1.4)    0.468    0.032   14.473    0.000    0.468    0.468
    DM1_1| (DM1.5)    1.153    0.039   29.717    0.000    1.153    1.153
    DM1_1| (DM1.6)    1.851    0.059   31.282    0.000    1.851    1.851
    DM2_1| (DM2.1)   -1.455    0.043  -33.501    0.000   -1.455   -1.455
    DM2_1| (DM2.2)   -0.749    0.034  -21.898    0.000   -0.749   -0.749
    DM2_1| (DM2.3)   -0.333    0.032  -10.475    0.000   -0.333   -0.333
    DM2_1| (DM2.4)    0.125    0.031    4.090    0.000    0.125    0.125
    DM2_1| (DM2.5)    0.800    0.035   22.626    0.000    0.800    0.800
    DM2_1| (DM2.6)    1.538    0.047   32.921    0.000    1.538    1.538
    DM3_1| (DM3.1)   -1.598    0.047  -34.151    0.000   -1.598   -1.598
    DM3_1| (DM3.2)   -0.874    0.035  -24.669    0.000   -0.874   -0.874
    DM3_1| (DM3.3)   -0.488    0.032  -15.070    0.000   -0.488   -0.488
    DM3_1| (DM3.4)   -0.064    0.031   -2.058    0.040   -0.064   -0.064
    DM3_1| (DM3.5)    0.664    0.033   19.899    0.000    0.664    0.664
    DM3_1| (DM3.6)    1.494    0.046   32.315    0.000    1.494    1.494
    DP1_1| (DP1.1)   -1.789    0.054  -33.393    0.000   -1.789   -1.789
    DP1_1| (DP1.2)   -1.174    0.038  -30.571    0.000   -1.174   -1.174
    DP1_1| (DP1.3)   -0.790    0.034  -23.349    0.000   -0.790   -0.790
    DP1_1| (DP1.4)   -0.351    0.031  -11.167    0.000   -0.351   -0.351
    DP1_1| (DP1.5)    0.491    0.033   14.986    0.000    0.491    0.491
    DP1_1| (DP1.6)    1.432    0.045   31.788    0.000    1.432    1.432
    DP2_1| (DP2.1)   -1.617    0.047  -34.243    0.000   -1.617   -1.617
    DP2_1| (DP2.2)   -0.916    0.036  -25.501    0.000   -0.916   -0.916
    DP2_1| (DP2.3)   -0.472    0.033  -14.326    0.000   -0.472   -0.472
    DP2_1| (DP2.4)    0.021    0.032    0.644    0.519    0.021    0.021
    DP2_1| (DP2.5)    0.709    0.034   20.722    0.000    0.709    0.709
    DP2_1| (DP2.6)    1.604    0.050   32.078    0.000    1.604    1.604
    DP3_1| (DP3.1)   -2.129    0.063  -33.556    0.000   -2.129   -2.129
    DP3_1| (DP3.2)   -1.568    0.043  -36.067    0.000   -1.568   -1.568
    DP3_1| (DP3.3)   -1.174    0.037  -32.025    0.000   -1.174   -1.174
    DP3_1| (DP3.4)   -0.540    0.031  -17.189    0.000   -0.540   -0.540
    DP3_1| (DP3.5)    0.267    0.031    8.531    0.000    0.267    0.267
    DP3_1| (DP3.6)    1.316    0.042   31.142    0.000    1.316    1.316
    DG1_1| (DG1.1)   -1.923    0.055  -35.272    0.000   -1.923   -1.923
    DG1_1| (DG1.2)   -1.210    0.038  -31.858    0.000   -1.210   -1.210
    DG1_1| (DG1.3)   -0.694    0.033  -21.058    0.000   -0.694   -0.694
    DG1_1| (DG1.4)   -0.291    0.032   -9.187    0.000   -0.291   -0.291
    DG1_1| (DG1.5)    0.508    0.033   15.588    0.000    0.508    0.508
    DG1_1| (DG1.6)    1.355    0.042   32.312    0.000    1.355    1.355
    DG2_1| (DG2.1)   -2.220    0.073  -30.362    0.000   -2.220   -2.220
    DG2_1| (DG2.2)   -1.691    0.049  -34.678    0.000   -1.691   -1.691
    DG2_1| (DG2.3)   -1.310    0.039  -33.276    0.000   -1.310   -1.310
    DG2_1| (DG2.4)   -0.884    0.033  -26.502    0.000   -0.884   -0.884
    DG2_1| (DG2.5)   -0.097    0.031   -3.141    0.002   -0.097   -0.097
    DG2_1| (DG2.6)    0.904    0.035   25.712    0.000    0.904    0.904
    DG3_1| (DG3.1)   -2.091    0.061  -34.109    0.000   -2.091   -2.091
    DG3_1| (DG3.2)   -1.501    0.044  -34.090    0.000   -1.501   -1.501
    DG3_1| (DG3.3)   -1.036    0.035  -29.201    0.000   -1.036   -1.036
    DG3_1| (DG3.4)   -0.662    0.032  -20.616    0.000   -0.662   -0.662
    DG3_1| (DG3.5)    0.149    0.031    4.874    0.000    0.149    0.149
    DG3_1| (DG3.6)    1.030    0.037   28.209    0.000    1.030    1.030
    CG1_2| (CG1.1)   -1.358    0.042  -32.168    0.000   -1.358   -1.358
    CG1_2| (CG1.2)   -0.573    0.034  -16.957    0.000   -0.573   -0.573
    CG1_2| (CG1.3)   -0.244    0.032   -7.530    0.000   -0.244   -0.244
    CG1_2| (CG1.4)    0.344    0.033   10.558    0.000    0.344    0.344
    CG1_2| (CG1.5)    1.015    0.038   26.955    0.000    1.015    1.015
    CG1_2| (CG1.6)    1.762    0.056   31.292    0.000    1.762    1.762
    CG2_2| (CG2.1)   -1.419    0.044  -32.487    0.000   -1.419   -1.419
    CG2_2| (CG2.2)   -0.615    0.034  -18.237    0.000   -0.615   -0.615
    CG2_2| (CG2.3)   -0.253    0.032   -7.843    0.000   -0.253   -0.253
    CG2_2| (CG2.4)    0.357    0.032   11.261    0.000    0.357    0.357
    CG2_2| (CG2.5)    1.059    0.037   28.644    0.000    1.059    1.059
    CG2_2| (CG2.6)    1.788    0.056   31.784    0.000    1.788    1.788
    CG3_2| (CG3.1)   -1.838    0.053  -34.591    0.000   -1.838   -1.838
    CG3_2| (CG3.2)   -1.085    0.037  -29.504    0.000   -1.085   -1.085
    CG3_2| (CG3.3)   -0.709    0.034  -21.065    0.000   -0.709   -0.709
    CG3_2| (CG3.4)   -0.146    0.031   -4.733    0.000   -0.146   -0.146
    CG3_2| (CG3.5)    0.688    0.034   20.364    0.000    0.688    0.688
    CG3_2| (CG3.6)    1.574    0.050   31.577    0.000    1.574    1.574
    CI1_2| (CI1.1)   -1.520    0.046  -33.033    0.000   -1.520   -1.520
    CI1_2| (CI1.2)   -0.822    0.035  -23.353    0.000   -0.822   -0.822
    CI1_2| (CI1.3)   -0.396    0.033  -12.045    0.000   -0.396   -0.396
    CI1_2| (CI1.4)    0.138    0.032    4.269    0.000    0.138    0.138
    CI1_2| (CI1.5)    0.805    0.035   23.123    0.000    0.805    0.805
    CI1_2| (CI1.6)    1.661    0.052   32.095    0.000    1.661    1.661
    CI2_2| (CI2.1)   -2.160    0.067  -32.123    0.000   -2.160   -2.160
    CI2_2| (CI2.2)   -1.531    0.043  -35.392    0.000   -1.531   -1.531
    CI2_2| (CI2.3)   -1.051    0.036  -29.408    0.000   -1.051   -1.051
    CI2_2| (CI2.4)   -0.536    0.031  -17.013    0.000   -0.536   -0.536
    CI2_2| (CI2.5)    0.426    0.031   13.575    0.000    0.426    0.426
    CI2_2| (CI2.6)    1.595    0.047   33.782    0.000    1.595    1.595
    CI3_2| (CI3.1)   -1.939    0.058  -33.207    0.000   -1.939   -1.939
    CI3_2| (CI3.2)   -1.223    0.039  -31.007    0.000   -1.223   -1.223
    CI3_2| (CI3.3)   -0.796    0.034  -23.718    0.000   -0.796   -0.796
    CI3_2| (CI3.4)   -0.215    0.031   -6.879    0.000   -0.215   -0.215
    CI3_2| (CI3.5)    0.535    0.033   16.444    0.000    0.535    0.535
    CI3_2| (CI3.6)    1.384    0.044   31.461    0.000    1.384    1.384
    SS1_2| (SS1.1)   -1.771    0.052  -34.018    0.000   -1.771   -1.771
    SS1_2| (SS1.2)   -1.047    0.037  -28.043    0.000   -1.047   -1.047
    SS1_2| (SS1.3)   -0.521    0.033  -15.681    0.000   -0.521   -0.521
    SS1_2| (SS1.4)    0.027    0.032    0.852    0.394    0.027    0.027
    SS1_2| (SS1.5)    0.744    0.034   21.797    0.000    0.744    0.744
    SS1_2| (SS1.6)    1.617    0.050   32.420    0.000    1.617    1.617
    SS2_2| (SS2.1)   -1.900    0.059  -32.377    0.000   -1.900   -1.900
    SS2_2| (SS2.2)   -1.405    0.043  -32.841    0.000   -1.405   -1.405
    SS2_2| (SS2.3)   -0.914    0.036  -25.726    0.000   -0.914   -0.914
    SS2_2| (SS2.4)   -0.316    0.032   -9.921    0.000   -0.316   -0.316
    SS2_2| (SS2.5)    0.295    0.032    9.274    0.000    0.295    0.295
    SS2_2| (SS2.6)    1.195    0.040   29.930    0.000    1.195    1.195
    SS3_2| (SS3.1)   -1.716    0.050  -34.578    0.000   -1.716   -1.716
    SS3_2| (SS3.2)   -0.898    0.036  -24.892    0.000   -0.898   -0.898
    SS3_2| (SS3.3)   -0.386    0.032  -11.909    0.000   -0.386   -0.386
    SS3_2| (SS3.4)    0.194    0.032    6.040    0.000    0.194    0.194
    SS3_2| (SS3.5)    0.838    0.036   23.374    0.000    0.838    0.838
    SS3_2| (SS3.6)    1.585    0.050   31.736    0.000    1.585    1.585
    SO1_2| (SO1.1)   -2.090    0.063  -32.938    0.000   -2.090   -2.090
    SO1_2| (SO1.2)   -1.382    0.042  -33.290    0.000   -1.382   -1.382
    SO1_2| (SO1.3)   -0.920    0.035  -26.375    0.000   -0.920   -0.920
    SO1_2| (SO1.4)   -0.230    0.030   -7.617    0.000   -0.230   -0.230
    SO1_2| (SO1.5)    0.505    0.032   15.788    0.000    0.505    0.505
    SO1_2| (SO1.6)    1.591    0.047   33.733    0.000    1.591    1.591
    SO2_2| (SO2.1)   -1.587    0.046  -34.746    0.000   -1.587   -1.587
    SO2_2| (SO2.2)   -0.881    0.036  -24.768    0.000   -0.881   -0.881
    SO2_2| (SO2.3)   -0.316    0.032   -9.937    0.000   -0.316   -0.316
    SO2_2| (SO2.4)    0.201    0.032    6.320    0.000    0.201    0.201
    SO2_2| (SO2.5)    0.956    0.036   26.555    0.000    0.956    0.956
    SO2_2| (SO2.6)    1.854    0.059   31.537    0.000    1.854    1.854
    SO3_2| (SO3.1)   -1.540    0.046  -33.601    0.000   -1.540   -1.540
    SO3_2| (SO3.2)   -0.783    0.035  -22.341    0.000   -0.783   -0.783
    SO3_2| (SO3.3)   -0.283    0.031   -9.011    0.000   -0.283   -0.283
    SO3_2| (SO3.4)    0.368    0.032   11.619    0.000    0.368    0.368
    SO3_2| (SO3.5)    1.097    0.038   29.051    0.000    1.097    1.097
    SO3_2| (SO3.6)    2.069    0.069   29.849    0.000    2.069    2.069
    DM1_2| (DM1.1)   -1.430    0.043  -33.531    0.000   -1.430   -1.430
    DM1_2| (DM1.2)   -0.717    0.035  -20.444    0.000   -0.717   -0.717
    DM1_2| (DM1.3)   -0.329    0.032  -10.235    0.000   -0.329   -0.329
    DM1_2| (DM1.4)    0.468    0.032   14.473    0.000    0.468    0.468
    DM1_2| (DM1.5)    1.153    0.039   29.717    0.000    1.153    1.153
    DM1_2| (DM1.6)    1.851    0.059   31.282    0.000    1.851    1.851
    DM2_2| (DM2.1)   -1.455    0.043  -33.501    0.000   -1.455   -1.455
    DM2_2| (DM2.2)   -0.749    0.034  -21.898    0.000   -0.749   -0.749
    DM2_2| (DM2.3)   -0.333    0.032  -10.475    0.000   -0.333   -0.333
    DM2_2| (DM2.4)    0.125    0.031    4.090    0.000    0.125    0.125
    DM2_2| (DM2.5)    0.800    0.035   22.626    0.000    0.800    0.800
    DM2_2| (DM2.6)    1.538    0.047   32.921    0.000    1.538    1.538
    DM3_2| (DM3.1)   -1.598    0.047  -34.151    0.000   -1.598   -1.598
    DM3_2| (DM3.2)   -0.874    0.035  -24.669    0.000   -0.874   -0.874
    DM3_2| (DM3.3)   -0.488    0.032  -15.070    0.000   -0.488   -0.488
    DM3_2| (DM3.4)   -0.064    0.031   -2.058    0.040   -0.064   -0.064
    DM3_2| (DM3.5)    0.664    0.033   19.899    0.000    0.664    0.664
    DM3_2| (DM3.6)    1.494    0.046   32.315    0.000    1.494    1.494
    DP1_2| (DP1.1)   -1.789    0.054  -33.393    0.000   -1.789   -1.789
    DP1_2| (DP1.2)   -1.174    0.038  -30.571    0.000   -1.174   -1.174
    DP1_2| (DP1.3)   -0.790    0.034  -23.349    0.000   -0.790   -0.790
    DP1_2| (DP1.4)   -0.351    0.031  -11.167    0.000   -0.351   -0.351
    DP1_2| (DP1.5)    0.491    0.033   14.986    0.000    0.491    0.491
    DP1_2| (DP1.6)    1.432    0.045   31.788    0.000    1.432    1.432
    DP2_2| (DP2.1)   -1.617    0.047  -34.243    0.000   -1.617   -1.617
    DP2_2| (DP2.2)   -0.916    0.036  -25.501    0.000   -0.916   -0.916
    DP2_2| (DP2.3)   -0.472    0.033  -14.326    0.000   -0.472   -0.472
    DP2_2| (DP2.4)    0.021    0.032    0.644    0.519    0.021    0.021
    DP2_2| (DP2.5)    0.709    0.034   20.722    0.000    0.709    0.709
    DP2_2| (DP2.6)    1.604    0.050   32.078    0.000    1.604    1.604
    DP3_2| (DP3.1)   -2.129    0.063  -33.556    0.000   -2.129   -2.129
    DP3_2| (DP3.2)   -1.568    0.043  -36.067    0.000   -1.568   -1.568
    DP3_2| (DP3.3)   -1.174    0.037  -32.025    0.000   -1.174   -1.174
    DP3_2| (DP3.4)   -0.540    0.031  -17.189    0.000   -0.540   -0.540
    DP3_2| (DP3.5)    0.267    0.031    8.531    0.000    0.267    0.267
    DP3_2| (DP3.6)    1.316    0.042   31.142    0.000    1.316    1.316
    DG1_2| (DG1.1)   -1.923    0.055  -35.272    0.000   -1.923   -1.923
    DG1_2| (DG1.2)   -1.210    0.038  -31.858    0.000   -1.210   -1.210
    DG1_2| (DG1.3)   -0.694    0.033  -21.058    0.000   -0.694   -0.694
    DG1_2| (DG1.4)   -0.291    0.032   -9.187    0.000   -0.291   -0.291
    DG1_2| (DG1.5)    0.508    0.033   15.588    0.000    0.508    0.508
    DG1_2| (DG1.6)    1.355    0.042   32.312    0.000    1.355    1.355
    DG2_2| (DG2.1)   -2.220    0.073  -30.362    0.000   -2.220   -2.220
    DG2_2| (DG2.2)   -1.691    0.049  -34.678    0.000   -1.691   -1.691
    DG2_2| (DG2.3)   -1.310    0.039  -33.276    0.000   -1.310   -1.310
    DG2_2| (DG2.4)   -0.884    0.033  -26.502    0.000   -0.884   -0.884
    DG2_2| (DG2.5)   -0.097    0.031   -3.141    0.002   -0.097   -0.097
    DG2_2| (DG2.6)    0.904    0.035   25.712    0.000    0.904    0.904
    DG3_2| (DG3.1)   -2.091    0.061  -34.109    0.000   -2.091   -2.091
    DG3_2| (DG3.2)   -1.501    0.044  -34.090    0.000   -1.501   -1.501
    DG3_2| (DG3.3)   -1.036    0.035  -29.201    0.000   -1.036   -1.036
    DG3_2| (DG3.4)   -0.662    0.032  -20.616    0.000   -0.662   -0.662
    DG3_2| (DG3.5)    0.149    0.031    4.874    0.000    0.149    0.149
    DG3_2| (DG3.6)    1.030    0.037   28.209    0.000    1.030    1.030

Variances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    C1                1.000                               1.000    1.000
    S1                1.000                               1.000    1.000
    D1                1.000                               1.000    1.000
    C2                1.087    0.015   73.976    0.000    1.000    1.000
    S2                1.055    0.022   47.835    0.000    1.000    1.000
    D2                1.075    0.015   74.017    0.000    1.000    1.000
   .CG1_1             0.273                               0.273    0.273
   .CG2_1             0.272                               0.272    0.272
   .CG3_1             0.395                               0.395    0.395
   .CI1_1             0.195                               0.195    0.195
   .CI2_1             0.565                               0.565    0.565
   .CI3_1             0.428                               0.428    0.428
   .SS1_1             0.370                               0.370    0.370
   .SS2_1             0.513                               0.513    0.513
   .SS3_1             0.223                               0.223    0.223
   .SO1_1             0.586                               0.586    0.586
   .SO2_1             0.459                               0.459    0.459
   .SO3_1             0.479                               0.479    0.479
   .DM1_1             0.388                               0.388    0.388
   .DM2_1             0.305                               0.305    0.305
   .DM3_1             0.237                               0.237    0.237
   .DP1_1             0.212                               0.212    0.212
   .DP2_1             0.275                               0.275    0.275
   .DP3_1             0.481                               0.481    0.481
   .DG1_1             0.418                               0.418    0.418
   .DG2_1             0.515                               0.515    0.515
   .DG3_1             0.541                               0.541    0.541
   .CG1_2             0.210                               0.210    0.210
   .CG2_2             0.209                               0.209    0.209
   .CG3_2             0.343                               0.343    0.343
   .CI1_2             0.125                               0.125    0.125
   .CI2_2             0.527                               0.527    0.527
   .CI3_2             0.378                               0.378    0.378
   .SS1_2             0.335                               0.335    0.335
   .SS2_2             0.486                               0.486    0.486
   .SS3_2             0.180                               0.180    0.180
   .SO1_2             0.563                               0.563    0.563
   .SO2_2             0.430                               0.430    0.430
   .SO3_2             0.451                               0.451    0.451
   .DM1_2             0.342                               0.342    0.342
   .DM2_2             0.253                               0.253    0.253
   .DM3_2             0.180                               0.180    0.180
   .DP1_2             0.153                               0.153    0.153
   .DP2_2             0.220                               0.220    0.220
   .DP3_2             0.442                               0.442    0.442
   .DG1_2             0.375                               0.375    0.375
   .DG2_2             0.479                               0.479    0.479
   .DG3_2             0.507                               0.507    0.507

Scales y*:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1_1             1.000                               1.000    1.000
    CG2_1             1.000                               1.000    1.000
    CG3_1             1.000                               1.000    1.000
    CI1_1             1.000                               1.000    1.000
    CI2_1             1.000                               1.000    1.000
    CI3_1             1.000                               1.000    1.000
    SS1_1             1.000                               1.000    1.000
    SS2_1             1.000                               1.000    1.000
    SS3_1             1.000                               1.000    1.000
    SO1_1             1.000                               1.000    1.000
    SO2_1             1.000                               1.000    1.000
    SO3_1             1.000                               1.000    1.000
    DM1_1             1.000                               1.000    1.000
    DM2_1             1.000                               1.000    1.000
    DM3_1             1.000                               1.000    1.000
    DP1_1             1.000                               1.000    1.000
    DP2_1             1.000                               1.000    1.000
    DP3_1             1.000                               1.000    1.000
    DG1_1             1.000                               1.000    1.000
    DG2_1             1.000                               1.000    1.000
    DG3_1             1.000                               1.000    1.000
    CG1_2             1.000                               1.000    1.000
    CG2_2             1.000                               1.000    1.000
    CG3_2             1.000                               1.000    1.000
    CI1_2             1.000                               1.000    1.000
    CI2_2             1.000                               1.000    1.000
    CI3_2             1.000                               1.000    1.000
    SS1_2             1.000                               1.000    1.000
    SS2_2             1.000                               1.000    1.000
    SS3_2             1.000                               1.000    1.000
    SO1_2             1.000                               1.000    1.000
    SO2_2             1.000                               1.000    1.000
    SO3_2             1.000                               1.000    1.000
    DM1_2             1.000                               1.000    1.000
    DM2_2             1.000                               1.000    1.000
    DM3_2             1.000                               1.000    1.000
    DP1_2             1.000                               1.000    1.000
    DP2_2             1.000                               1.000    1.000
    DP3_2             1.000                               1.000    1.000
    DG1_2             1.000                               1.000    1.000
    DG2_2             1.000                               1.000    1.000
    DG3_2             1.000                               1.000    1.000
lavTestLRT(fit.lrintercept.wide, fit.lrvariance.wide, method = "satorra.bentler.2010")
Scaled Chi-Squared Difference Test (method = "satorra.bentler.2010")

lavaan NOTE:
    The "Chisq" column contains standard test statistics, not the
    robust test that should be reported per model. A robust difference
    test is a function of two standard (not robust) statistics.
 
                      Df AIC BIC  Chisq Chisq diff Df diff Pr(>Chisq)
fit.lrintercept.wide 903         8340.8                              
fit.lrvariance.wide  924         8487.8     14.555      21     0.8446

The chi-square test gives evidence of invariance of the latent response scales/variances across waves. This gives strong evidence that we can compare the factors across waves with confidence that the factors at least statistically comparable.

Investigate residuals

resid.lrvariance.out <- lavaan::resid(fit.lrvariance.wide, type = "cor")

resid.lrvariance <- transform_resid_to_dataframe(resid.lrvariance.out) %>%
    mutate(V1_Domain = recode(V1_Domain, C = "Coherence", S = "Significance", D = "Direction"),
        V2_Domain = recode(V2_Domain, C = "Coherence", S = "Significance", D = "Direction"))

resid.lrvariance %>%
    arrange(desc(abs(resid))) %>%
    kable(format = "html", digits = 3) %>%
    kable_styling(full_width = T) %>%
    scroll_box(width = "100%", height = "400px")
Covariance Same_Wave V1_Wave V2_Wave V1_Domain V2_Domain V1_Item V2_Item resid
Cov(DG2_2, DG3_2) Within Wave 2 2 Direction Direction DG2 DG3 0.215
Cov(DM1_2, DG2_2) Within Wave 2 2 Direction Direction DM1 DG2 -0.197
Cov(DM1_1, DG2_1) Within Wave 1 1 Direction Direction DM1 DG2 -0.191
Cov(DM1_1, DP3_1) Within Wave 1 1 Direction Direction DM1 DP3 -0.191
Cov(DG2_1, DG3_1) Within Wave 1 1 Direction Direction DG2 DG3 0.185
Cov(SO2_2, SO3_2) Within Wave 2 2 Significance Significance SO2 SO3 0.184
Cov(DM1_1, DG3_1) Within Wave 1 1 Direction Direction DM1 DG3 -0.184
Cov(DM2_1, DG1_1) Within Wave 1 1 Direction Direction DM2 DG1 -0.172
Cov(DG1_2, DG3_2) Within Wave 2 2 Direction Direction DG1 DG3 0.172
Cov(DM1_2, DG3_2) Within Wave 2 2 Direction Direction DM1 DG3 -0.170
Cov(DM2_1, DP3_1) Within Wave 1 1 Direction Direction DM2 DP3 -0.163
Cov(DG1_2, DG2_2) Within Wave 2 2 Direction Direction DG1 DG2 0.162
Cov(CG2_1, DG2_1) Within Wave 1 1 Coherence Direction CG2 DG2 -0.155
Cov(DM1_1, DG1_1) Within Wave 1 1 Direction Direction DM1 DG1 -0.155
Cov(CG2_2, DG2_2) Within Wave 2 2 Coherence Direction CG2 DG2 -0.153
Cov(DM2_2, DG3_2) Within Wave 2 2 Direction Direction DM2 DG3 -0.152
Cov(DM1_2, DP3_2) Within Wave 2 2 Direction Direction DM1 DP3 -0.152
Cov(DM1_1, DG3_2) Between Wave 1 2 Direction Direction DM1 DG3 -0.149
Cov(DM1_2, DG1_2) Within Wave 2 2 Direction Direction DM1 DG1 -0.146
Cov(DG1_1, DG3_1) Within Wave 1 1 Direction Direction DG1 DG3 0.145
Cov(CG2_1, DG1_1) Within Wave 1 1 Coherence Direction CG2 DG1 -0.144
Cov(CG2_1, DP3_1) Within Wave 1 1 Coherence Direction CG2 DP3 -0.143
Cov(DG1_1, DG2_1) Within Wave 1 1 Direction Direction DG1 DG2 0.143
Cov(CG1_2, DG2_2) Within Wave 2 2 Coherence Direction CG1 DG2 -0.142
Cov(CI1_1, DP2_1) Within Wave 1 1 Coherence Direction CI1 DP2 0.139
Cov(CG1_1, DG2_1) Within Wave 1 1 Coherence Direction CG1 DG2 -0.138
Cov(CG1_2, CI3_2) Within Wave 2 2 Coherence Coherence CG1 CI3 -0.137
Cov(DM2_1, DG3_1) Within Wave 1 1 Direction Direction DM2 DG3 -0.135
Cov(DG2_1, DG3_2) Between Wave 1 2 Direction Direction DG2 DG3 0.135
Cov(CI2_2, SS2_2) Within Wave 2 2 Coherence Significance CI2 SS2 0.134
Cov(DG1_1, DG3_2) Between Wave 1 2 Direction Direction DG1 DG3 0.132
Cov(DP3_2, DG1_2) Within Wave 2 2 Direction Direction DP3 DG1 0.131
Cov(DP2_2, DG2_2) Within Wave 2 2 Direction Direction DP2 DG2 -0.130
Cov(DG3_1, DG1_2) Between Wave 1 2 Direction Direction DG3 DG1 0.130
Cov(DM2_2, DG1_2) Within Wave 2 2 Direction Direction DM2 DG1 -0.128
Cov(DG3_1, DG2_2) Between Wave 1 2 Direction Direction DG3 DG2 0.127
Cov(DM2_2, DG2_2) Within Wave 2 2 Direction Direction DM2 DG2 -0.127
Cov(CG2_1, DG3_1) Within Wave 1 1 Coherence Direction CG2 DG3 -0.127
Cov(DM3_2, DG3_2) Within Wave 2 2 Direction Direction DM3 DG3 -0.126
Cov(SO1_1, SO3_1) Within Wave 1 1 Significance Significance SO1 SO3 0.126
Cov(CG1_2, CI2_2) Within Wave 2 2 Coherence Coherence CG1 CI2 -0.126
Cov(CG1_2, SO1_2) Within Wave 2 2 Coherence Significance CG1 SO1 -0.124
Cov(CG2_2, CI3_2) Within Wave 2 2 Coherence Coherence CG2 CI3 -0.124
Cov(CG1_1, DP3_1) Within Wave 1 1 Coherence Direction CG1 DP3 -0.123
Cov(DP3_1, DG1_1) Within Wave 1 1 Direction Direction DP3 DG1 0.121
Cov(SO2_1, SO3_2) Between Wave 1 2 Significance Significance SO2 SO3 0.119
Cov(CG2_1, CI3_1) Within Wave 1 1 Coherence Coherence CG2 CI3 -0.117
Cov(DM2_1, DG2_1) Within Wave 1 1 Direction Direction DM2 DG2 -0.116
Cov(DP3_2, DG3_2) Within Wave 2 2 Direction Direction DP3 DG3 0.115
Cov(SO2_1, SO3_1) Within Wave 1 1 Significance Significance SO2 SO3 0.115
Cov(DP3_1, DG2_1) Within Wave 1 1 Direction Direction DP3 DG2 0.114
Cov(DM3_1, DG3_1) Within Wave 1 1 Direction Direction DM3 DG3 -0.114
Cov(CG2_1, DG2_2) Between Wave 1 2 Coherence Direction CG2 DG2 -0.113
Cov(CI1_1, DM1_2) Between Wave 1 2 Coherence Direction CI1 DM1 0.113
Cov(DM2_1, DM3_1) Within Wave 1 1 Direction Direction DM2 DM3 0.113
Cov(CG1_2, SO2_2) Within Wave 2 2 Coherence Significance CG1 SO2 -0.113
Cov(CG1_1, DG1_1) Within Wave 1 1 Coherence Direction CG1 DG1 -0.111
Cov(CG2_1, CI2_1) Within Wave 1 1 Coherence Coherence CG2 CI2 -0.110
Cov(DM1_1, DG2_2) Between Wave 1 2 Direction Direction DM1 DG2 -0.109
Cov(CI2_1, SS2_1) Within Wave 1 1 Coherence Significance CI2 SS2 0.109
Cov(CG2_2, DG3_2) Within Wave 2 2 Coherence Direction CG2 DG3 -0.108
Cov(CG2_2, SO1_2) Within Wave 2 2 Coherence Significance CG2 SO1 -0.108
Cov(DM2_2, DP3_2) Within Wave 2 2 Direction Direction DM2 DP3 -0.107
Cov(CG1_1, DG3_1) Within Wave 1 1 Coherence Direction CG1 DG3 -0.107
Cov(CG1_1, DG3_2) Between Wave 1 2 Coherence Direction CG1 DG3 -0.106
Cov(SO1_2, SO3_2) Within Wave 2 2 Significance Significance SO1 SO3 0.106
Cov(DM1_1, DP3_2) Between Wave 1 2 Direction Direction DM1 DP3 -0.105
Cov(CI1_2, DP2_2) Within Wave 2 2 Coherence Direction CI1 DP2 0.105
Cov(DP3_2, DG2_2) Within Wave 2 2 Direction Direction DP3 DG2 0.105
Cov(DG1_1, DP3_2) Between Wave 1 2 Direction Direction DG1 DP3 0.104
Cov(DG2_1, DG1_2) Between Wave 1 2 Direction Direction DG2 DG1 0.104
Cov(SS3_2, SO3_2) Within Wave 2 2 Significance Significance SS3 SO3 -0.103
Cov(CG1_1, CI2_1) Within Wave 1 1 Coherence Coherence CG1 CI2 -0.103
Cov(DG2_1, CG2_2) Between Wave 1 2 Direction Coherence DG2 CG2 -0.102
Cov(CI1_2, SS3_2) Within Wave 2 2 Coherence Significance CI1 SS3 0.102
Cov(CG1_1, CG2_1) Within Wave 1 1 Coherence Coherence CG1 CG2 0.102
Cov(SS3_1, SO3_1) Within Wave 1 1 Significance Significance SS3 SO3 -0.102
Cov(CG1_1, SO3_1) Within Wave 1 1 Coherence Significance CG1 SO3 -0.102
Cov(DP2_1, DG2_1) Within Wave 1 1 Direction Direction DP2 DG2 -0.101
Cov(CG1_1, DG2_2) Between Wave 1 2 Coherence Direction CG1 DG2 -0.101
Cov(DM3_1, DG1_1) Within Wave 1 1 Direction Direction DM3 DG1 -0.100
Cov(CG1_2, DG3_2) Within Wave 2 2 Coherence Direction CG1 DG3 -0.100
Cov(CG2_2, DG1_2) Within Wave 2 2 Coherence Direction CG2 DG1 -0.100
Cov(DM3_2, DG1_2) Within Wave 2 2 Direction Direction DM3 DG1 -0.099
Cov(DP3_1, DM1_2) Between Wave 1 2 Direction Direction DP3 DM1 -0.099
Cov(CG2_1, SO1_1) Within Wave 1 1 Coherence Significance CG2 SO1 -0.099
Cov(CG2_2, DP3_2) Within Wave 2 2 Coherence Direction CG2 DP3 -0.099
Cov(CI1_1, DP2_2) Between Wave 1 2 Coherence Direction CI1 DP2 0.098
Cov(DG2_1, DP3_2) Between Wave 1 2 Direction Direction DG2 DP3 0.097
Cov(CI2_1, SS1_1) Within Wave 1 1 Coherence Significance CI2 SS1 0.097
Cov(CG1_1, SS2_1) Within Wave 1 1 Coherence Significance CG1 SS2 -0.097
Cov(CG2_2, CI2_2) Within Wave 2 2 Coherence Coherence CG2 CI2 -0.097
Cov(CI1_1, CI3_1) Within Wave 1 1 Coherence Coherence CI1 CI3 -0.097
Cov(SS3_2, DG2_2) Within Wave 2 2 Significance Direction SS3 DG2 -0.097
Cov(CG2_1, DM1_2) Between Wave 1 2 Coherence Direction CG2 DM1 0.096
Cov(CI1_1, DM1_1) Within Wave 1 1 Coherence Direction CI1 DM1 0.096
Cov(CI2_2, SS1_2) Within Wave 2 2 Coherence Significance CI2 SS1 0.096
Cov(CI2_2, DP3_2) Within Wave 2 2 Coherence Direction CI2 DP3 0.095
Cov(DM3_2, DG2_2) Within Wave 2 2 Direction Direction DM3 DG2 -0.095
Cov(SO3_1, DM1_1) Within Wave 1 1 Significance Direction SO3 DM1 0.095
Cov(CI3_1, SS1_1) Within Wave 1 1 Coherence Significance CI3 SS1 0.095
Cov(DP3_1, DG3_1) Within Wave 1 1 Direction Direction DP3 DG3 0.095
Cov(DP3_1, DG3_2) Between Wave 1 2 Direction Direction DP3 DG3 0.095
Cov(CG1_2, DP3_2) Within Wave 2 2 Coherence Direction CG1 DP3 -0.095
Cov(CG2_2, SO2_2) Within Wave 2 2 Coherence Significance CG2 SO2 -0.094
Cov(DP2_2, DG3_2) Within Wave 2 2 Direction Direction DP2 DG3 -0.093
Cov(CI1_2, DM1_2) Within Wave 2 2 Coherence Direction CI1 DM1 0.093
Cov(CG1_1, SO1_1) Within Wave 1 1 Coherence Significance CG1 SO1 -0.092
Cov(CG2_1, DG3_2) Between Wave 1 2 Coherence Direction CG2 DG3 -0.092
Cov(DM2_2, DM3_2) Within Wave 2 2 Direction Direction DM2 DM3 0.092
Cov(DG1_1, DG2_2) Between Wave 1 2 Direction Direction DG1 DG2 0.091
Cov(DM2_1, DG3_2) Between Wave 1 2 Direction Direction DM2 DG3 -0.091
Cov(CI1_2, DG2_2) Within Wave 2 2 Coherence Direction CI1 DG2 -0.091
Cov(DG3_1, CG1_2) Between Wave 1 2 Direction Coherence DG3 CG1 -0.090
Cov(DG3_1, DM1_2) Between Wave 1 2 Direction Direction DG3 DM1 -0.090
Cov(SS3_2, SO2_2) Within Wave 2 2 Significance Significance SS3 SO2 -0.090
Cov(DG2_1, CG1_2) Between Wave 1 2 Direction Coherence DG2 CG1 -0.090
Cov(DG3_1, CG2_2) Between Wave 1 2 Direction Coherence DG3 CG2 -0.090
Cov(CG3_2, SO2_2) Within Wave 2 2 Coherence Significance CG3 SO2 -0.090
Cov(CI2_2, DG3_2) Within Wave 2 2 Coherence Direction CI2 DG3 0.089
Cov(CG1_2, CG2_2) Within Wave 2 2 Coherence Coherence CG1 CG2 0.088
Cov(CI2_1, CG2_2) Between Wave 1 2 Coherence Coherence CI2 CG2 -0.088
Cov(CG1_1, CI3_1) Within Wave 1 1 Coherence Coherence CG1 CI3 -0.088
Cov(DM1_2, DP1_2) Within Wave 2 2 Direction Direction DM1 DP1 -0.087
Cov(CG1_1, SO1_2) Between Wave 1 2 Coherence Significance CG1 SO1 -0.087
Cov(CG3_2, DG1_2) Within Wave 2 2 Coherence Direction CG3 DG1 -0.087
Cov(DP3_1, DG1_2) Between Wave 1 2 Direction Direction DP3 DG1 0.086
Cov(DM1_1, DP1_2) Between Wave 1 2 Direction Direction DM1 DP1 -0.086
Cov(DM1_1, DP1_1) Within Wave 1 1 Direction Direction DM1 DP1 -0.086
Cov(CG1_1, DM3_1) Within Wave 1 1 Coherence Direction CG1 DM3 -0.086
Cov(CG3_2, SO3_2) Within Wave 2 2 Coherence Significance CG3 SO3 -0.086
Cov(CG1_2, DG1_2) Within Wave 2 2 Coherence Direction CG1 DG1 -0.086
Cov(DM3_2, DP3_2) Within Wave 2 2 Direction Direction DM3 DP3 -0.086
Cov(DM1_1, DG1_2) Between Wave 1 2 Direction Direction DM1 DG1 -0.086
Cov(CG1_2, SO3_2) Within Wave 2 2 Coherence Significance CG1 SO3 -0.085
Cov(SO3_1, CG1_2) Between Wave 1 2 Significance Coherence SO3 CG1 -0.084
Cov(CI1_2, CI3_2) Within Wave 2 2 Coherence Coherence CI1 CI3 -0.084
Cov(SS3_1, DM1_2) Between Wave 1 2 Significance Direction SS3 DM1 0.084
Cov(DG3_1, DP3_2) Between Wave 1 2 Direction Direction DG3 DP3 0.083
Cov(CG3_2, DG2_2) Within Wave 2 2 Coherence Direction CG3 DG2 -0.083
Cov(CG1_1, SO2_1) Within Wave 1 1 Coherence Significance CG1 SO2 -0.082
Cov(CI1_1, SS3_1) Within Wave 1 1 Coherence Significance CI1 SS3 0.081
Cov(CI2_1, CG1_2) Between Wave 1 2 Coherence Coherence CI2 CG1 -0.081
Cov(DM2_1, DP3_2) Between Wave 1 2 Direction Direction DM2 DP3 -0.081
Cov(CI2_2, SO1_2) Within Wave 2 2 Coherence Significance CI2 SO1 0.081
Cov(DP2_2, DG1_2) Within Wave 2 2 Direction Direction DP2 DG1 -0.081
Cov(CG2_1, DM3_1) Within Wave 1 1 Coherence Direction CG2 DM3 -0.081
Cov(DG2_1, DM1_2) Between Wave 1 2 Direction Direction DG2 DM1 -0.081
Cov(SS3_2, SO1_2) Within Wave 2 2 Significance Significance SS3 SO1 -0.081
Cov(DM2_1, DM1_2) Between Wave 1 2 Direction Direction DM2 DM1 0.080
Cov(CG2_2, DM1_2) Within Wave 2 2 Coherence Direction CG2 DM1 0.080
Cov(SO3_1, SO2_2) Between Wave 1 2 Significance Significance SO3 SO2 0.080
Cov(SO1_1, SO3_2) Between Wave 1 2 Significance Significance SO1 SO3 0.080
Cov(DM3_1, DG2_1) Within Wave 1 1 Direction Direction DM3 DG2 -0.080
Cov(SO1_2, SO2_2) Within Wave 2 2 Significance Significance SO1 SO2 0.080
Cov(DP2_1, DG3_1) Within Wave 1 1 Direction Direction DP2 DG3 -0.079
Cov(DG2_1, SO1_2) Between Wave 1 2 Direction Significance DG2 SO1 0.079
Cov(SO3_1, SS3_2) Between Wave 1 2 Significance Significance SO3 SS3 -0.079
Cov(CG2_1, DP3_2) Between Wave 1 2 Coherence Direction CG2 DP3 -0.079
Cov(CG2_1, SO3_1) Within Wave 1 1 Coherence Significance CG2 SO3 -0.078
Cov(SO1_1, CG1_2) Between Wave 1 2 Significance Coherence SO1 CG1 -0.077
Cov(SO3_1, SO1_2) Between Wave 1 2 Significance Significance SO3 SO1 0.077
Cov(DM3_1, DP3_1) Within Wave 1 1 Direction Direction DM3 DP3 -0.077
Cov(DP3_1, CG2_2) Between Wave 1 2 Direction Coherence DP3 CG2 -0.076
Cov(SS3_1, DG2_1) Within Wave 1 1 Significance Direction SS3 DG2 -0.076
Cov(CG1_1, SO2_2) Between Wave 1 2 Coherence Significance CG1 SO2 -0.075
Cov(CG1_1, DM1_2) Between Wave 1 2 Coherence Direction CG1 DM1 0.075
Cov(CG2_2, SO3_2) Within Wave 2 2 Coherence Significance CG2 SO3 -0.074
Cov(CG2_1, DG1_2) Between Wave 1 2 Coherence Direction CG2 DG1 -0.074
Cov(CI3_1, DP1_1) Within Wave 1 1 Coherence Direction CI3 DP1 0.073
Cov(CG3_2, DG3_2) Within Wave 2 2 Coherence Direction CG3 DG3 -0.073
Cov(SO1_1, CG2_2) Between Wave 1 2 Significance Coherence SO1 CG2 -0.073
Cov(CG2_1, SO2_1) Within Wave 1 1 Coherence Significance CG2 SO2 -0.073
Cov(CG2_1, DM1_1) Within Wave 1 1 Coherence Direction CG2 DM1 0.072
Cov(CG2_1, SO1_2) Between Wave 1 2 Coherence Significance CG2 SO1 -0.071
Cov(SS3_2, DM1_2) Within Wave 2 2 Significance Direction SS3 DM1 0.071
Cov(DP2_1, CI1_2) Between Wave 1 2 Direction Coherence DP2 CI1 0.071
Cov(CG1_1, CI2_2) Between Wave 1 2 Coherence Coherence CG1 CI2 -0.071
Cov(SO3_2, DM1_2) Within Wave 2 2 Significance Direction SO3 DM1 0.071
Cov(DG3_1, DM3_2) Between Wave 1 2 Direction Direction DG3 DM3 -0.069
Cov(SS2_1, DP1_1) Within Wave 1 1 Significance Direction SS2 DP1 0.069
Cov(SS2_1, SO3_1) Within Wave 1 1 Significance Significance SS2 SO3 -0.069
Cov(SS1_2, SO1_2) Within Wave 2 2 Significance Significance SS1 SO1 -0.067
Cov(CG1_2, DM1_2) Within Wave 2 2 Coherence Direction CG1 DM1 0.067
Cov(SS3_1, DM1_1) Within Wave 1 1 Significance Direction SS3 DM1 0.066
Cov(SO1_1, SO2_1) Within Wave 1 1 Significance Significance SO1 SO2 0.066
Cov(CG1_1, DG1_2) Between Wave 1 2 Coherence Direction CG1 DG1 -0.066
Cov(CG1_1, DP3_2) Between Wave 1 2 Coherence Direction CG1 DP3 -0.066
Cov(CG3_1, DP2_1) Within Wave 1 1 Coherence Direction CG3 DP2 0.065
Cov(DP3_1, DM2_2) Between Wave 1 2 Direction Direction DP3 DM2 -0.065
Cov(CI3_1, SS3_1) Within Wave 1 1 Coherence Significance CI3 SS3 0.065
Cov(DG3_1, SS3_2) Between Wave 1 2 Direction Significance DG3 SS3 -0.064
Cov(DM2_1, DP2_1) Within Wave 1 1 Direction Direction DM2 DP2 -0.064
Cov(DP3_1, DG2_2) Between Wave 1 2 Direction Direction DP3 DG2 0.064
Cov(SS2_1, CI2_2) Between Wave 1 2 Significance Coherence SS2 CI2 0.064
Cov(DP3_1, DM3_2) Between Wave 1 2 Direction Direction DP3 DM3 -0.064
Cov(CI3_1, CG3_2) Between Wave 1 2 Coherence Coherence CI3 CG3 0.064
Cov(DM2_2, DP2_2) Within Wave 2 2 Direction Direction DM2 DP2 -0.063
Cov(DM2_1, DG1_2) Between Wave 1 2 Direction Direction DM2 DG1 -0.062
Cov(CI2_1, SS1_2) Between Wave 1 2 Coherence Significance CI2 SS1 0.062
Cov(CI3_2, SS1_2) Within Wave 2 2 Coherence Significance CI3 SS1 0.062
Cov(CI3_1, DP2_1) Within Wave 1 1 Coherence Direction CI3 DP2 0.062
Cov(CG2_2, CI1_2) Within Wave 2 2 Coherence Coherence CG2 CI1 -0.062
Cov(SO2_1, CG1_2) Between Wave 1 2 Significance Coherence SO2 CG1 -0.061
Cov(SS1_2, SO3_2) Within Wave 2 2 Significance Significance SS1 SO3 -0.061
Cov(SS1_1, DP1_1) Within Wave 1 1 Significance Direction SS1 DP1 0.061
Cov(SS3_1, SO1_1) Within Wave 1 1 Significance Significance SS3 SO1 -0.061
Cov(CI1_1, CI2_1) Within Wave 1 1 Coherence Coherence CI1 CI2 -0.061
Cov(CI1_1, SS3_2) Between Wave 1 2 Coherence Significance CI1 SS3 0.061
Cov(CI2_1, DM2_2) Between Wave 1 2 Coherence Direction CI2 DM2 -0.060
Cov(SS1_1, SO1_1) Within Wave 1 1 Significance Significance SS1 SO1 -0.060
Cov(DP3_1, CG1_2) Between Wave 1 2 Direction Coherence DP3 CG1 -0.060
Cov(CI1_1, SO3_1) Within Wave 1 1 Coherence Significance CI1 SO3 -0.060
Cov(DM1_1, CI2_2) Between Wave 1 2 Direction Coherence DM1 CI2 -0.060
Cov(SS2_1, DM2_2) Between Wave 1 2 Significance Direction SS2 DM2 -0.060
Cov(SO1_1, SS1_2) Between Wave 1 2 Significance Significance SO1 SS1 -0.060
Cov(CI1_1, DP1_1) Within Wave 1 1 Coherence Direction CI1 DP1 0.060
Cov(SS3_2, DG1_2) Within Wave 2 2 Significance Direction SS3 DG1 -0.060
Cov(SO1_1, DM1_1) Within Wave 1 1 Significance Direction SO1 DM1 0.059
Cov(CI3_2, SO2_2) Within Wave 2 2 Coherence Significance CI3 SO2 -0.059
Cov(CG2_1, CI3_2) Between Wave 1 2 Coherence Coherence CG2 CI3 -0.059
Cov(CI2_2, DP1_2) Within Wave 2 2 Coherence Direction CI2 DP1 0.059
Cov(SO2_2, DM3_2) Within Wave 2 2 Significance Direction SO2 DM3 -0.059
Cov(SS3_1, SO1_2) Between Wave 1 2 Significance Significance SS3 SO1 -0.059
Cov(SS1_1, DG2_1) Within Wave 1 1 Significance Direction SS1 DG2 -0.059
Cov(CI3_1, DP2_2) Between Wave 1 2 Coherence Direction CI3 DP2 0.058
Cov(CG1_1, DM1_1) Within Wave 1 1 Coherence Direction CG1 DM1 0.058
Cov(CG3_1, DG1_1) Within Wave 1 1 Coherence Direction CG3 DG1 -0.058
Cov(SS3_1, SO2_1) Within Wave 1 1 Significance Significance SS3 SO2 -0.058
Cov(SO1_2, DG2_2) Within Wave 2 2 Significance Direction SO1 DG2 0.058
Cov(SS3_1, CI1_2) Between Wave 1 2 Significance Coherence SS3 CI1 0.058
Cov(CG3_1, DM1_1) Within Wave 1 1 Coherence Direction CG3 DM1 0.057
Cov(DP1_1, CI1_2) Between Wave 1 2 Direction Coherence DP1 CI1 0.057
Cov(SO3_1, CG2_2) Between Wave 1 2 Significance Coherence SO3 CG2 -0.057
Cov(DP2_1, DG2_2) Between Wave 1 2 Direction Direction DP2 DG2 -0.057
Cov(DG3_1, DM2_2) Between Wave 1 2 Direction Direction DG3 DM2 -0.057
Cov(DM3_2, DP2_2) Within Wave 2 2 Direction Direction DM3 DP2 -0.057
Cov(SO3_1, DG3_1) Within Wave 1 1 Significance Direction SO3 DG3 -0.057
Cov(CG2_1, CI1_1) Within Wave 1 1 Coherence Coherence CG2 CI1 -0.057
Cov(SS3_1, DP3_1) Within Wave 1 1 Significance Direction SS3 DP3 -0.056
Cov(SO2_1, SO1_2) Between Wave 1 2 Significance Significance SO2 SO1 0.056
Cov(DP1_1, CI3_2) Between Wave 1 2 Direction Coherence DP1 CI3 0.056
Cov(DM3_1, DG3_2) Between Wave 1 2 Direction Direction DM3 DG3 -0.055
Cov(DG1_1, SS2_2) Between Wave 1 2 Direction Significance DG1 SS2 -0.055
Cov(CI2_1, DM2_1) Within Wave 1 1 Coherence Direction CI2 DM2 -0.054
Cov(CG3_1, SO1_1) Within Wave 1 1 Coherence Significance CG3 SO1 -0.054
Cov(SS3_1, DP2_2) Between Wave 1 2 Significance Direction SS3 DP2 0.054
Cov(SS2_1, DG1_1) Within Wave 1 1 Significance Direction SS2 DG1 -0.054
Cov(CI1_2, SO2_2) Within Wave 2 2 Coherence Significance CI1 SO2 -0.054
Cov(SO1_2, DP3_2) Within Wave 2 2 Significance Direction SO1 DP3 0.054
Cov(SS3_1, CG1_2) Between Wave 1 2 Significance Coherence SS3 CG1 0.054
Cov(DM1_1, SO3_2) Between Wave 1 2 Direction Significance DM1 SO3 0.054
Cov(SS1_1, SO3_1) Within Wave 1 1 Significance Significance SS1 SO3 -0.054
Cov(SS1_1, DM2_1) Within Wave 1 1 Significance Direction SS1 DM2 -0.053
Cov(SO2_2, DM2_2) Within Wave 2 2 Significance Direction SO2 DM2 -0.053
Cov(DP1_2, DG1_2) Within Wave 2 2 Direction Direction DP1 DG1 -0.053
Cov(DP3_1, SS3_2) Between Wave 1 2 Direction Significance DP3 SS3 -0.053
Cov(DM1_1, DP2_1) Within Wave 1 1 Direction Direction DM1 DP2 -0.053
Cov(CG2_1, SS2_1) Within Wave 1 1 Coherence Significance CG2 SS2 -0.053
Cov(CI2_1, DM3_1) Within Wave 1 1 Coherence Direction CI2 DM3 -0.053
Cov(DP2_1, DM1_2) Between Wave 1 2 Direction Direction DP2 DM1 0.053
Cov(CG3_2, SO1_2) Within Wave 2 2 Coherence Significance CG3 SO1 -0.053
Cov(CG3_2, DM3_2) Within Wave 2 2 Coherence Direction CG3 DM3 -0.053
Cov(DG3_1, CG3_2) Between Wave 1 2 Direction Coherence DG3 CG3 -0.053
Cov(CG3_1, DM1_2) Between Wave 1 2 Coherence Direction CG3 DM1 0.053
Cov(CI1_2, SO1_2) Within Wave 2 2 Coherence Significance CI1 SO1 -0.052
Cov(SS1_2, DM3_2) Within Wave 2 2 Significance Direction SS1 DM3 -0.052
Cov(DG2_1, SS1_2) Between Wave 1 2 Direction Significance DG2 SS1 -0.052
Cov(SS3_1, DG2_2) Between Wave 1 2 Significance Direction SS3 DG2 -0.052
Cov(CG2_2, DP1_2) Within Wave 2 2 Coherence Direction CG2 DP1 -0.052
Cov(SS3_2, DG3_2) Within Wave 2 2 Significance Direction SS3 DG3 -0.052
Cov(SO3_1, DG2_1) Within Wave 1 1 Significance Direction SO3 DG2 -0.052
Cov(CG2_2, DM3_2) Within Wave 2 2 Coherence Direction CG2 DM3 -0.052
Cov(DP1_1, SS2_2) Between Wave 1 2 Direction Significance DP1 SS2 0.051
Cov(CG1_1, SS1_1) Within Wave 1 1 Coherence Significance CG1 SS1 -0.051
Cov(SS3_1, DG3_1) Within Wave 1 1 Significance Direction SS3 DG3 -0.051
Cov(DG2_1, SS3_2) Between Wave 1 2 Direction Significance DG2 SS3 -0.051
Cov(DM1_1, CG2_2) Between Wave 1 2 Direction Coherence DM1 CG2 0.051
Cov(CG1_2, CI1_2) Within Wave 2 2 Coherence Coherence CG1 CI1 -0.051
Cov(CI1_1, DG2_1) Within Wave 1 1 Coherence Direction CI1 DG2 -0.051
Cov(DM2_1, DP1_1) Within Wave 1 1 Direction Direction DM2 DP1 -0.051
Cov(CG1_2, DM3_2) Within Wave 2 2 Coherence Direction CG1 DM3 -0.051
Cov(CI2_2, DP2_2) Within Wave 2 2 Coherence Direction CI2 DP2 0.051
Cov(SS1_2, DM2_2) Within Wave 2 2 Significance Direction SS1 DM2 -0.050
Cov(DP1_2, DG3_2) Within Wave 2 2 Direction Direction DP1 DG3 -0.050
Cov(SO1_1, SO2_2) Between Wave 1 2 Significance Significance SO1 SO2 0.050
Cov(CG2_1, DM2_1) Within Wave 1 1 Coherence Direction CG2 DM2 -0.050
Cov(CI2_2, SS3_2) Within Wave 2 2 Coherence Significance CI2 SS3 0.050
Cov(CG1_2, DP1_2) Within Wave 2 2 Coherence Direction CG1 DP1 -0.050
Cov(SO3_1, CG3_2) Between Wave 1 2 Significance Coherence SO3 CG3 -0.050
Cov(DM2_1, DG2_2) Between Wave 1 2 Direction Direction DM2 DG2 -0.050
Cov(SS1_2, DP3_2) Within Wave 2 2 Significance Direction SS1 DP3 0.050
Cov(DM3_1, DM1_2) Between Wave 1 2 Direction Direction DM3 DM1 0.049
Cov(SS3_2, DP2_2) Within Wave 2 2 Significance Direction SS3 DP2 0.049
Cov(CG1_1, DM3_2) Between Wave 1 2 Coherence Direction CG1 DM3 -0.049
Cov(CI3_1, SO3_1) Within Wave 1 1 Coherence Significance CI3 SO3 -0.049
Cov(CI1_1, DG3_2) Between Wave 1 2 Coherence Direction CI1 DG3 -0.049
Cov(CI2_1, SS2_2) Between Wave 1 2 Coherence Significance CI2 SS2 0.049
Cov(DM1_1, CG1_2) Between Wave 1 2 Direction Coherence DM1 CG1 0.049
Cov(DG1_1, SO3_2) Between Wave 1 2 Direction Significance DG1 SO3 0.048
Cov(SS1_1, DG3_1) Within Wave 1 1 Significance Direction SS1 DG3 -0.048
Cov(CG1_1, DM2_1) Within Wave 1 1 Coherence Direction CG1 DM2 -0.048
Cov(CI1_1, SS1_2) Between Wave 1 2 Coherence Significance CI1 SS1 0.048
Cov(CG1_1, DP1_1) Within Wave 1 1 Coherence Direction CG1 DP1 -0.047
Cov(CG2_2, SS1_2) Within Wave 2 2 Coherence Significance CG2 SS1 -0.047
Cov(SS1_2, DG2_2) Within Wave 2 2 Significance Direction SS1 DG2 -0.047
Cov(CG1_2, DM2_2) Within Wave 2 2 Coherence Direction CG1 DM2 -0.047
Cov(SS3_1, DP2_1) Within Wave 1 1 Significance Direction SS3 DP2 0.047
Cov(CG2_1, SO2_2) Between Wave 1 2 Coherence Significance CG2 SO2 -0.047
Cov(CI2_1, DP3_2) Between Wave 1 2 Coherence Direction CI2 DP3 0.047
Cov(CI2_1, SO2_1) Within Wave 1 1 Coherence Significance CI2 SO2 0.047
Cov(DG1_1, CG2_2) Between Wave 1 2 Direction Coherence DG1 CG2 -0.047
Cov(CI3_1, SS3_2) Between Wave 1 2 Coherence Significance CI3 SS3 0.047
Cov(SS1_1, SS2_1) Within Wave 1 1 Significance Significance SS1 SS2 0.046
Cov(CI1_2, SS1_2) Within Wave 2 2 Coherence Significance CI1 SS1 0.046
Cov(DM1_1, DM3_1) Within Wave 1 1 Direction Direction DM1 DM3 -0.046
Cov(CI1_2, DG3_2) Within Wave 2 2 Coherence Direction CI1 DG3 -0.046
Cov(DM3_1, DM2_2) Between Wave 1 2 Direction Direction DM3 DM2 0.046
Cov(DG2_1, DM2_2) Between Wave 1 2 Direction Direction DG2 DM2 -0.046
Cov(DM2_2, DP1_2) Within Wave 2 2 Direction Direction DM2 DP1 -0.045
Cov(DP1_1, SS1_2) Between Wave 1 2 Direction Significance DP1 SS1 0.045
Cov(CG2_1, SO3_2) Between Wave 1 2 Coherence Significance CG2 SO3 -0.045
Cov(CG1_1, CG2_2) Between Wave 1 2 Coherence Coherence CG1 CG2 0.045
Cov(DM3_1, CI2_2) Between Wave 1 2 Direction Coherence DM3 CI2 -0.045
Cov(SO1_1, DP1_1) Within Wave 1 1 Significance Direction SO1 DP1 0.045
Cov(SS1_1, DP2_2) Between Wave 1 2 Significance Direction SS1 DP2 0.044
Cov(DG1_1, DM2_2) Between Wave 1 2 Direction Direction DG1 DM2 -0.044
Cov(CI2_1, CI3_1) Within Wave 1 1 Coherence Coherence CI2 CI3 0.044
Cov(SS2_1, DM3_2) Between Wave 1 2 Significance Direction SS2 DM3 -0.044
Cov(CI2_1, DM3_2) Between Wave 1 2 Coherence Direction CI2 DM3 -0.044
Cov(CG3_1, CI3_2) Between Wave 1 2 Coherence Coherence CG3 CI3 0.044
Cov(CG1_2, SS2_2) Within Wave 2 2 Coherence Significance CG1 SS2 -0.044
Cov(CI2_1, CI1_2) Between Wave 1 2 Coherence Coherence CI2 CI1 -0.044
Cov(CI3_2, DP1_2) Within Wave 2 2 Coherence Direction CI3 DP1 0.044
Cov(DG3_1, CI1_2) Between Wave 1 2 Direction Coherence DG3 CI1 -0.044
Cov(CG2_1, CI2_2) Between Wave 1 2 Coherence Coherence CG2 CI2 -0.044
Cov(SS1_1, DP3_2) Between Wave 1 2 Significance Direction SS1 DP3 0.043
Cov(SS3_1, CG3_2) Between Wave 1 2 Significance Coherence SS3 CG3 0.043
Cov(DG3_1, SS1_2) Between Wave 1 2 Direction Significance DG3 SS1 -0.043
Cov(SS1_1, DM3_1) Within Wave 1 1 Significance Direction SS1 DM3 -0.043
Cov(DP2_2, DP3_2) Within Wave 2 2 Direction Direction DP2 DP3 -0.043
Cov(CI3_1, DP3_1) Within Wave 1 1 Coherence Direction CI3 DP3 0.043
Cov(CI1_1, DG2_2) Between Wave 1 2 Coherence Direction CI1 DG2 -0.043
Cov(SS1_1, DM1_2) Between Wave 1 2 Significance Direction SS1 DM1 0.043
Cov(CG1_2, SS1_2) Within Wave 2 2 Coherence Significance CG1 SS1 -0.043
Cov(CG1_1, CG3_2) Between Wave 1 2 Coherence Coherence CG1 CG3 0.042
Cov(CI3_1, DM1_2) Between Wave 1 2 Coherence Direction CI3 DM1 0.042
Cov(DP1_1, DP2_2) Between Wave 1 2 Direction Direction DP1 DP2 0.042
Cov(CG2_1, CG1_2) Between Wave 1 2 Coherence Coherence CG2 CG1 0.042
Cov(SS3_1, SO3_2) Between Wave 1 2 Significance Significance SS3 SO3 -0.042
Cov(CI3_1, SS2_1) Within Wave 1 1 Coherence Significance CI3 SS2 0.042
Cov(DP2_1, CG3_2) Between Wave 1 2 Direction Coherence DP2 CG3 0.042
Cov(CI3_2, SO3_2) Within Wave 2 2 Coherence Significance CI3 SO3 -0.042
Cov(DG2_1, DM3_2) Between Wave 1 2 Direction Direction DG2 DM3 -0.042
Cov(CG3_2, DM1_2) Within Wave 2 2 Coherence Direction CG3 DM1 0.041
Cov(SS3_1, CG2_2) Between Wave 1 2 Significance Coherence SS3 CG2 0.041
Cov(DG1_1, DM3_2) Between Wave 1 2 Direction Direction DG1 DM3 -0.041
Cov(CI2_1, SO1_1) Within Wave 1 1 Coherence Significance CI2 SO1 0.041
Cov(DP1_1, DG1_1) Within Wave 1 1 Direction Direction DP1 DG1 -0.041
Cov(DP2_1, SO1_2) Between Wave 1 2 Direction Significance DP2 SO1 -0.041
Cov(DP1_1, DG3_1) Within Wave 1 1 Direction Direction DP1 DG3 -0.041
Cov(SS1_1, DP1_2) Between Wave 1 2 Significance Direction SS1 DP1 0.040
Cov(DP1_1, SO3_2) Between Wave 1 2 Direction Significance DP1 SO3 0.040
Cov(CG3_1, DP1_1) Within Wave 1 1 Coherence Direction CG3 DP1 0.040
Cov(CG2_1, DP1_1) Within Wave 1 1 Coherence Direction CG2 DP1 -0.040
Cov(DP1_1, DM1_2) Between Wave 1 2 Direction Direction DP1 DM1 0.040
Cov(SO1_1, DM3_2) Between Wave 1 2 Significance Direction SO1 DM3 -0.040
Cov(SS1_1, DG1_1) Within Wave 1 1 Significance Direction SS1 DG1 -0.040
Cov(CG2_2, DM2_2) Within Wave 2 2 Coherence Direction CG2 DM2 -0.040
Cov(CG3_1, SO1_2) Between Wave 1 2 Coherence Significance CG3 SO1 -0.040
Cov(CI1_2, DP1_2) Within Wave 2 2 Coherence Direction CI1 DP1 0.040
Cov(CG3_2, CI1_2) Within Wave 2 2 Coherence Coherence CG3 CI1 -0.039
Cov(DP1_1, CG3_2) Between Wave 1 2 Direction Coherence DP1 CG3 0.039
Cov(SO3_1, SS1_2) Between Wave 1 2 Significance Significance SO3 SS1 -0.039
Cov(DP1_2, DG2_2) Within Wave 2 2 Direction Direction DP1 DG2 -0.039
Cov(SO2_1, SS3_2) Between Wave 1 2 Significance Significance SO2 SS3 -0.039
Cov(CG3_1, DP2_2) Between Wave 1 2 Coherence Direction CG3 DP2 0.039
Cov(DP1_1, DP3_2) Between Wave 1 2 Direction Direction DP1 DP3 0.039
Cov(CG1_1, SO3_2) Between Wave 1 2 Coherence Significance CG1 SO3 -0.039
Cov(CI1_1, DG3_1) Within Wave 1 1 Coherence Direction CI1 DG3 -0.039
Cov(SO2_1, DM3_1) Within Wave 1 1 Significance Direction SO2 DM3 -0.038
Cov(SS1_1, CI1_2) Between Wave 1 2 Significance Coherence SS1 CI1 0.038
Cov(SO1_1, SS3_2) Between Wave 1 2 Significance Significance SO1 SS3 -0.038
Cov(SS2_1, DP2_2) Between Wave 1 2 Significance Direction SS2 DP2 -0.038
Cov(SS3_1, DP1_1) Within Wave 1 1 Significance Direction SS3 DP1 0.038
Cov(SS2_1, CG1_2) Between Wave 1 2 Significance Coherence SS2 CG1 -0.038
Cov(CG1_1, DP2_2) Between Wave 1 2 Coherence Direction CG1 DP2 0.038
Cov(SS2_1, DG3_1) Within Wave 1 1 Significance Direction SS2 DG3 -0.038
Cov(CI3_2, DP2_2) Within Wave 2 2 Coherence Direction CI3 DP2 0.038
Cov(CI1_2, DG1_2) Within Wave 2 2 Coherence Direction CI1 DG1 -0.038
Cov(SO3_1, CI2_2) Between Wave 1 2 Significance Coherence SO3 CI2 -0.038
Cov(CG2_1, DP1_2) Between Wave 1 2 Coherence Direction CG2 DP1 -0.038
Cov(SS3_1, DG1_1) Within Wave 1 1 Significance Direction SS3 DG1 -0.037
Cov(DM1_1, CG3_2) Between Wave 1 2 Direction Coherence DM1 CG3 0.037
Cov(CG2_1, CG3_2) Between Wave 1 2 Coherence Coherence CG2 CG3 0.037
Cov(SS2_1, CG2_2) Between Wave 1 2 Significance Coherence SS2 CG2 -0.037
Cov(SS3_1, SO2_2) Between Wave 1 2 Significance Significance SS3 SO2 -0.037
Cov(CI2_2, CI3_2) Within Wave 2 2 Coherence Coherence CI2 CI3 0.037
Cov(CI3_2, SS2_2) Within Wave 2 2 Coherence Significance CI3 SS2 0.037
Cov(DP2_1, CI3_2) Between Wave 1 2 Direction Coherence DP2 CI3 0.037
Cov(CG1_1, DP1_2) Between Wave 1 2 Coherence Direction CG1 DP1 -0.037
Cov(SO2_1, CG2_2) Between Wave 1 2 Significance Coherence SO2 CG2 -0.036
Cov(CG3_1, CI1_1) Within Wave 1 1 Coherence Coherence CG3 CI1 -0.036
Cov(SS2_2, DP3_2) Within Wave 2 2 Significance Direction SS2 DP3 0.036
Cov(SS2_1, SS3_2) Between Wave 1 2 Significance Significance SS2 SS3 -0.036
Cov(SS1_2, SS3_2) Within Wave 2 2 Significance Significance SS1 SS3 -0.036
Cov(DM3_1, CG1_2) Between Wave 1 2 Direction Coherence DM3 CG1 -0.036
Cov(DM3_1, DP2_1) Within Wave 1 1 Direction Direction DM3 DP2 -0.036
Cov(DP2_1, DM3_2) Between Wave 1 2 Direction Direction DP2 DM3 -0.036
Cov(CI1_1, SS1_1) Within Wave 1 1 Coherence Significance CI1 SS1 0.036
Cov(SO3_2, DM3_2) Within Wave 2 2 Significance Direction SO3 DM3 -0.036
Cov(DG1_1, SS3_2) Between Wave 1 2 Direction Significance DG1 SS3 -0.036
Cov(DP1_1, SS3_2) Between Wave 1 2 Direction Significance DP1 SS3 0.035
Cov(CG2_2, CG3_2) Within Wave 2 2 Coherence Coherence CG2 CG3 0.035
Cov(CI3_1, SO3_2) Between Wave 1 2 Coherence Significance CI3 SO3 -0.035
Cov(CG1_1, DM2_2) Between Wave 1 2 Coherence Direction CG1 DM2 -0.035
Cov(DM3_1, DP1_1) Within Wave 1 1 Direction Direction DM3 DP1 0.035
Cov(SS1_1, SO1_2) Between Wave 1 2 Significance Significance SS1 SO1 -0.035
Cov(CG1_1, DP2_1) Within Wave 1 1 Coherence Direction CG1 DP2 0.035
Cov(CI2_1, DP1_1) Within Wave 1 1 Coherence Direction CI2 DP1 0.035
Cov(CI1_1, SO1_1) Within Wave 1 1 Coherence Significance CI1 SO1 -0.035
Cov(CI3_1, DP1_2) Between Wave 1 2 Coherence Direction CI3 DP1 0.035
Cov(DM3_1, CG2_2) Between Wave 1 2 Direction Coherence DM3 CG2 -0.034
Cov(SO2_1, DG2_1) Within Wave 1 1 Significance Direction SO2 DG2 -0.034
Cov(CI2_1, DP2_1) Within Wave 1 1 Coherence Direction CI2 DP2 0.034
Cov(DP1_1, DG2_1) Within Wave 1 1 Direction Direction DP1 DG2 -0.034
Cov(DM1_1, DM2_1) Within Wave 1 1 Direction Direction DM1 DM2 0.034
Cov(CI3_1, SS1_2) Between Wave 1 2 Coherence Significance CI3 SS1 0.034
Cov(CI2_1, SS3_2) Between Wave 1 2 Coherence Significance CI2 SS3 -0.034
Cov(SS2_1, SO2_1) Within Wave 1 1 Significance Significance SS2 SO2 -0.034
Cov(CI2_2, DM3_2) Within Wave 2 2 Coherence Direction CI2 DM3 -0.034
Cov(CI2_1, DP3_1) Within Wave 1 1 Coherence Direction CI2 DP3 0.034
Cov(CI3_2, DM1_2) Within Wave 2 2 Coherence Direction CI3 DM1 0.034
Cov(SO1_1, DG2_1) Within Wave 1 1 Significance Direction SO1 DG2 0.033
Cov(DG2_1, CI1_2) Between Wave 1 2 Direction Coherence DG2 CI1 -0.033
Cov(CI1_2, CI2_2) Within Wave 2 2 Coherence Coherence CI1 CI2 -0.033
Cov(DP2_1, CG1_2) Between Wave 1 2 Direction Coherence DP2 CG1 0.033
Cov(DG1_1, CG1_2) Between Wave 1 2 Direction Coherence DG1 CG1 -0.033
Cov(SS3_1, DG3_2) Between Wave 1 2 Significance Direction SS3 DG3 -0.033
Cov(SS2_1, DG3_2) Between Wave 1 2 Significance Direction SS2 DG3 -0.033
Cov(SS2_1, DP1_2) Between Wave 1 2 Significance Direction SS2 DP1 -0.033
Cov(CI2_1, SO2_2) Between Wave 1 2 Coherence Significance CI2 SO2 0.033
Cov(SO3_1, DP3_1) Within Wave 1 1 Significance Direction SO3 DP3 -0.033
Cov(CI3_1, SO1_2) Between Wave 1 2 Coherence Significance CI3 SO1 0.033
Cov(CI1_1, SO2_1) Within Wave 1 1 Coherence Significance CI1 SO2 -0.033
Cov(SO3_1, SS2_2) Between Wave 1 2 Significance Significance SO3 SS2 -0.033
Cov(SS3_1, DG1_2) Between Wave 1 2 Significance Direction SS3 DG1 -0.033
Cov(CI3_2, DG3_2) Within Wave 2 2 Coherence Direction CI3 DG3 0.032
Cov(DM3_1, DG1_2) Between Wave 1 2 Direction Direction DM3 DG1 -0.032
Cov(SO3_1, CI3_2) Between Wave 1 2 Significance Coherence SO3 CI3 -0.032
Cov(CG3_1, SO2_1) Within Wave 1 1 Coherence Significance CG3 SO2 -0.032
Cov(DP2_1, CG2_2) Between Wave 1 2 Direction Coherence DP2 CG2 0.032
Cov(DG1_1, DM1_2) Between Wave 1 2 Direction Direction DG1 DM1 -0.032
Cov(DG3_1, DP1_2) Between Wave 1 2 Direction Direction DG3 DP1 -0.032
Cov(CG3_1, DM3_1) Within Wave 1 1 Coherence Direction CG3 DM3 -0.032
Cov(SO2_1, DM2_2) Between Wave 1 2 Significance Direction SO2 DM2 -0.032
Cov(CI1_1, DP3_1) Within Wave 1 1 Coherence Direction CI1 DP3 -0.032
Cov(SO3_1, DP1_2) Between Wave 1 2 Significance Direction SO3 DP1 -0.032
Cov(SO2_1, SS1_2) Between Wave 1 2 Significance Significance SO2 SS1 0.032
Cov(CI1_1, SS2_2) Between Wave 1 2 Coherence Significance CI1 SS2 0.031
Cov(DM2_1, DP1_2) Between Wave 1 2 Direction Direction DM2 DP1 -0.031
Cov(CG2_1, DM3_2) Between Wave 1 2 Coherence Direction CG2 DM3 -0.031
Cov(CG3_2, DM2_2) Within Wave 2 2 Coherence Direction CG3 DM2 -0.031
Cov(DP2_1, DM2_2) Between Wave 1 2 Direction Direction DP2 DM2 -0.031
Cov(CI3_2, DP3_2) Within Wave 2 2 Coherence Direction CI3 DP3 0.031
Cov(CG2_1, CI1_2) Between Wave 1 2 Coherence Coherence CG2 CI1 -0.031
Cov(CI1_1, CI2_2) Between Wave 1 2 Coherence Coherence CI1 CI2 -0.030
Cov(CI2_2, DG1_2) Within Wave 2 2 Coherence Direction CI2 DG1 0.030
Cov(SS2_2, DM3_2) Within Wave 2 2 Significance Direction SS2 DM3 -0.030
Cov(CI1_1, SO1_2) Between Wave 1 2 Coherence Significance CI1 SO1 -0.030
Cov(DM2_1, SO1_2) Between Wave 1 2 Direction Significance DM2 SO1 -0.030
Cov(CG3_2, DP3_2) Within Wave 2 2 Coherence Direction CG3 DP3 -0.030
Cov(CI3_2, SS3_2) Within Wave 2 2 Coherence Significance CI3 SS3 0.030
Cov(SO3_2, DG1_2) Within Wave 2 2 Significance Direction SO3 DG1 0.029
Cov(DP1_1, DG1_2) Between Wave 1 2 Direction Direction DP1 DG1 0.029
Cov(SO1_1, CI2_2) Between Wave 1 2 Significance Coherence SO1 CI2 0.029
Cov(SS1_1, CG3_2) Between Wave 1 2 Significance Coherence SS1 CG3 0.029
Cov(DP2_1, DG3_2) Between Wave 1 2 Direction Direction DP2 DG3 -0.029
Cov(SO2_1, DM2_1) Within Wave 1 1 Significance Direction SO2 DM2 -0.029
Cov(CI1_2, SO3_2) Within Wave 2 2 Coherence Significance CI1 SO3 -0.029
Cov(CG3_1, DG2_1) Within Wave 1 1 Coherence Direction CG3 DG2 -0.028
Cov(DG2_1, CG3_2) Between Wave 1 2 Direction Coherence DG2 CG3 -0.028
Cov(SS1_1, DG1_2) Between Wave 1 2 Significance Direction SS1 DG1 0.028
Cov(CG2_1, DP2_2) Between Wave 1 2 Coherence Direction CG2 DP2 0.028
Cov(SS2_1, SO1_1) Within Wave 1 1 Significance Significance SS2 SO1 0.028
Cov(DM1_1, DM3_2) Between Wave 1 2 Direction Direction DM1 DM3 -0.027
Cov(SS1_1, SO2_1) Within Wave 1 1 Significance Significance SS1 SO2 0.027
Cov(SO2_1, DG3_1) Within Wave 1 1 Significance Direction SO2 DG3 -0.027
Cov(CI2_1, DP2_2) Between Wave 1 2 Coherence Direction CI2 DP2 -0.027
Cov(SO2_1, CG3_2) Between Wave 1 2 Significance Coherence SO2 CG3 -0.027
Cov(CI2_1, DG3_2) Between Wave 1 2 Coherence Direction CI2 DG3 -0.027
Cov(CI2_1, DG2_1) Within Wave 1 1 Coherence Direction CI2 DG2 0.027
Cov(CI3_1, DG2_1) Within Wave 1 1 Coherence Direction CI3 DG2 0.027
Cov(DM1_1, CI1_2) Between Wave 1 2 Direction Coherence DM1 CI1 0.027
Cov(DG3_1, DP2_2) Between Wave 1 2 Direction Direction DG3 DP2 -0.027
Cov(DP2_1, SS3_2) Between Wave 1 2 Direction Significance DP2 SS3 0.027
Cov(CI2_2, DM2_2) Within Wave 2 2 Coherence Direction CI2 DM2 -0.027
Cov(SO2_1, DM3_2) Between Wave 1 2 Significance Direction SO2 DM3 -0.027
Cov(SO2_2, DM1_2) Within Wave 2 2 Significance Direction SO2 DM1 0.027
Cov(SS1_1, CI2_2) Between Wave 1 2 Significance Coherence SS1 CI2 0.027
Cov(DP2_1, SS1_2) Between Wave 1 2 Direction Significance DP2 SS1 0.027
Cov(CI2_2, SO2_2) Within Wave 2 2 Coherence Significance CI2 SO2 0.027
Cov(SS2_2, DP1_2) Within Wave 2 2 Significance Direction SS2 DP1 0.027
Cov(CG3_1, DG3_2) Between Wave 1 2 Coherence Direction CG3 DG3 -0.026
Cov(DM3_1, DP3_2) Between Wave 1 2 Direction Direction DM3 DP3 -0.026
Cov(CI3_1, DM1_1) Within Wave 1 1 Coherence Direction CI3 DM1 0.026
Cov(CI1_1, SS2_1) Within Wave 1 1 Coherence Significance CI1 SS2 0.026
Cov(CI2_1, DM1_2) Between Wave 1 2 Coherence Direction CI2 DM1 -0.026
Cov(SO1_2, DM2_2) Within Wave 2 2 Significance Direction SO1 DM2 -0.026
Cov(SO1_2, DG3_2) Within Wave 2 2 Significance Direction SO1 DG3 0.026
Cov(SO3_1, DM1_2) Between Wave 1 2 Significance Direction SO3 DM1 0.026
Cov(DG1_1, SO1_2) Between Wave 1 2 Direction Significance DG1 SO1 0.026
Cov(DM1_2, DM2_2) Within Wave 2 2 Direction Direction DM1 DM2 0.026
Cov(CG1_1, CG3_1) Within Wave 1 1 Coherence Coherence CG1 CG3 0.026
Cov(SO1_2, DP1_2) Within Wave 2 2 Significance Direction SO1 DP1 0.026
Cov(DP1_1, SO1_2) Between Wave 1 2 Direction Significance DP1 SO1 0.026
Cov(DG2_1, CI3_2) Between Wave 1 2 Direction Coherence DG2 CI3 0.026
Cov(CG2_1, DP2_1) Within Wave 1 1 Coherence Direction CG2 DP2 0.026
Cov(DP2_1, DP3_1) Within Wave 1 1 Direction Direction DP2 DP3 -0.025
Cov(SO2_1, DP3_1) Within Wave 1 1 Significance Direction SO2 DP3 -0.025
Cov(SS3_2, DP3_2) Within Wave 2 2 Significance Direction SS3 DP3 -0.025
Cov(SS2_1, DM3_1) Within Wave 1 1 Significance Direction SS2 DM3 -0.025
Cov(CI3_2, SO1_2) Within Wave 2 2 Coherence Significance CI3 SO1 -0.025
Cov(DP1_1, CI2_2) Between Wave 1 2 Direction Coherence DP1 CI2 0.025
Cov(SO3_1, DP2_2) Between Wave 1 2 Significance Direction SO3 DP2 -0.025
Cov(DP1_1, DG2_2) Between Wave 1 2 Direction Direction DP1 DG2 0.025
Cov(SS2_2, SO3_2) Within Wave 2 2 Significance Significance SS2 SO3 -0.025
Cov(DM2_1, CI2_2) Between Wave 1 2 Direction Coherence DM2 CI2 -0.025
Cov(DG3_1, SO3_2) Between Wave 1 2 Direction Significance DG3 SO3 -0.024
Cov(SS2_1, DM2_1) Within Wave 1 1 Significance Direction SS2 DM2 -0.024
Cov(SS1_2, DG3_2) Within Wave 2 2 Significance Direction SS1 DG3 -0.024
Cov(CI1_1, DM3_1) Within Wave 1 1 Coherence Direction CI1 DM3 -0.024
Cov(SO1_1, DG1_1) Within Wave 1 1 Significance Direction SO1 DG1 -0.024
Cov(CG3_1, SO3_1) Within Wave 1 1 Coherence Significance CG3 SO3 -0.024
Cov(SO2_1, DG3_2) Between Wave 1 2 Significance Direction SO2 DG3 0.024
Cov(SS1_1, SS2_2) Between Wave 1 2 Significance Significance SS1 SS2 0.024
Cov(SS3_1, CI3_2) Between Wave 1 2 Significance Coherence SS3 CI3 0.024
Cov(DP2_1, DG1_1) Within Wave 1 1 Direction Direction DP2 DG1 -0.024
Cov(SO2_2, DP1_2) Within Wave 2 2 Significance Direction SO2 DP1 -0.024
Cov(SS2_2, DM1_2) Within Wave 2 2 Significance Direction SS2 DM1 0.024
Cov(DM1_2, DM3_2) Within Wave 2 2 Direction Direction DM1 DM3 -0.023
Cov(CG2_1, CG3_1) Within Wave 1 1 Coherence Coherence CG2 CG3 0.023
Cov(CI2_1, SO1_2) Between Wave 1 2 Coherence Significance CI2 SO1 0.023
Cov(SS1_1, CI3_2) Between Wave 1 2 Significance Coherence SS1 CI3 0.023
Cov(SO2_2, DG2_2) Within Wave 2 2 Significance Direction SO2 DG2 -0.023
Cov(SS1_1, SO2_2) Between Wave 1 2 Significance Significance SS1 SO2 0.023
Cov(SS2_1, DP3_1) Within Wave 1 1 Significance Direction SS2 DP3 -0.023
Cov(CI3_1, SS2_2) Between Wave 1 2 Coherence Significance CI3 SS2 0.023
Cov(SS2_2, DG2_2) Within Wave 2 2 Significance Direction SS2 DG2 0.023
Cov(SO3_1, DG1_2) Between Wave 1 2 Significance Direction SO3 DG1 0.023
Cov(SS1_1, SS3_1) Within Wave 1 1 Significance Significance SS1 SS3 -0.022
Cov(SO1_1, CI3_2) Between Wave 1 2 Significance Coherence SO1 CI3 0.022
Cov(SO2_1, DP2_1) Within Wave 1 1 Significance Direction SO2 DP2 -0.022
Cov(SO2_1, CI3_2) Between Wave 1 2 Significance Coherence SO2 CI3 -0.022
Cov(SS2_1, DP2_1) Within Wave 1 1 Significance Direction SS2 DP2 -0.022
Cov(SS1_1, DP2_1) Within Wave 1 1 Significance Direction SS1 DP2 0.022
Cov(CG1_1, SS1_2) Between Wave 1 2 Coherence Significance CG1 SS1 -0.022
Cov(DM3_1, SS1_2) Between Wave 1 2 Direction Significance DM3 SS1 -0.022
Cov(DP1_1, DP2_1) Within Wave 1 1 Direction Direction DP1 DP2 0.022
Cov(CI3_1, CI2_2) Between Wave 1 2 Coherence Coherence CI3 CI2 0.022
Cov(SO2_1, CI2_2) Between Wave 1 2 Significance Coherence SO2 CI2 0.022
Cov(SS2_1, DG1_2) Between Wave 1 2 Significance Direction SS2 DG1 -0.021
Cov(DG1_1, SO2_2) Between Wave 1 2 Direction Significance DG1 SO2 0.021
Cov(DM2_1, SO2_2) Between Wave 1 2 Direction Significance DM2 SO2 -0.021
Cov(DP2_1, DP3_2) Between Wave 1 2 Direction Direction DP2 DP3 0.021
Cov(SS3_1, SS1_2) Between Wave 1 2 Significance Significance SS3 SS1 -0.021
Cov(CG1_1, CI1_1) Within Wave 1 1 Coherence Coherence CG1 CI1 -0.021
Cov(CI2_1, DG1_1) Within Wave 1 1 Coherence Direction CI2 DG1 -0.021
Cov(CI1_1, DP1_2) Between Wave 1 2 Coherence Direction CI1 DP1 0.021
Cov(SO1_1, DG3_1) Within Wave 1 1 Significance Direction SO1 DG3 0.021
Cov(DG3_1, CI3_2) Between Wave 1 2 Direction Coherence DG3 CI3 0.021
Cov(SO2_1, DM1_1) Within Wave 1 1 Significance Direction SO2 DM1 0.021
Cov(CI2_2, SO3_2) Within Wave 2 2 Coherence Significance CI2 SO3 -0.021
Cov(SO3_1, DP3_2) Between Wave 1 2 Significance Direction SO3 DP3 -0.021
Cov(CI3_2, DM2_2) Within Wave 2 2 Coherence Direction CI3 DM2 0.021
Cov(DG3_1, SS2_2) Between Wave 1 2 Direction Significance DG3 SS2 -0.021
Cov(CG3_1, DP1_2) Between Wave 1 2 Coherence Direction CG3 DP1 0.021
Cov(DP2_1, SO2_2) Between Wave 1 2 Direction Significance DP2 SO2 -0.021
Cov(CG2_1, DM2_2) Between Wave 1 2 Coherence Direction CG2 DM2 -0.021
Cov(SO3_1, DP2_1) Within Wave 1 1 Significance Direction SO3 DP2 -0.020
Cov(DP3_1, CI1_2) Between Wave 1 2 Direction Coherence DP3 CI1 -0.020
Cov(DP3_1, SO1_2) Between Wave 1 2 Direction Significance DP3 SO1 0.020
Cov(SS2_2, SO2_2) Within Wave 2 2 Significance Significance SS2 SO2 -0.020
Cov(SO3_2, DM2_2) Within Wave 2 2 Significance Direction SO3 DM2 -0.020
Cov(CI3_1, DG1_1) Within Wave 1 1 Coherence Direction CI3 DG1 -0.020
Cov(SO2_2, DP2_2) Within Wave 2 2 Significance Direction SO2 DP2 -0.020
Cov(CG1_1, CI3_2) Between Wave 1 2 Coherence Coherence CG1 CI3 -0.020
Cov(CG3_2, CI3_2) Within Wave 2 2 Coherence Coherence CG3 CI3 0.020
Cov(SS2_1, SO3_2) Between Wave 1 2 Significance Significance SS2 SO3 -0.020
Cov(CI3_1, DG1_2) Between Wave 1 2 Coherence Direction CI3 DG1 -0.020
Cov(SO3_1, DG2_2) Between Wave 1 2 Significance Direction SO3 DG2 -0.020
Cov(CI2_2, DG2_2) Within Wave 2 2 Coherence Direction CI2 DG2 0.020
Cov(SO3_1, DM3_2) Between Wave 1 2 Significance Direction SO3 DM3 -0.019
Cov(DM3_1, DG2_2) Between Wave 1 2 Direction Direction DM3 DG2 -0.019
Cov(CG1_2, SS3_2) Within Wave 2 2 Coherence Significance CG1 SS3 0.019
Cov(CI2_1, DP1_2) Between Wave 1 2 Coherence Direction CI2 DP1 -0.019
Cov(DG2_1, CI2_2) Between Wave 1 2 Direction Coherence DG2 CI2 0.019
Cov(DP3_1, CI3_2) Between Wave 1 2 Direction Coherence DP3 CI3 0.019
Cov(SS2_1, CI3_2) Between Wave 1 2 Significance Coherence SS2 CI3 0.019
Cov(SS1_2, DP1_2) Within Wave 2 2 Significance Direction SS1 DP1 0.018
Cov(DP1_1, DM3_2) Between Wave 1 2 Direction Direction DP1 DM3 -0.018
Cov(CG1_2, DP2_2) Within Wave 2 2 Coherence Direction CG1 DP2 0.018
Cov(CI1_1, CG3_2) Between Wave 1 2 Coherence Coherence CI1 CG3 0.018
Cov(DP3_1, SS2_2) Between Wave 1 2 Direction Significance DP3 SS2 -0.018
Cov(DG1_1, SS1_2) Between Wave 1 2 Direction Significance DG1 SS1 -0.018
Cov(DM2_1, SS1_2) Between Wave 1 2 Direction Significance DM2 SS1 -0.018
Cov(SS2_1, SO2_2) Between Wave 1 2 Significance Significance SS2 SO2 -0.018
Cov(CG2_1, SS2_2) Between Wave 1 2 Coherence Significance CG2 SS2 0.018
Cov(CG3_1, DG2_2) Between Wave 1 2 Coherence Direction CG3 DG2 -0.018
Cov(CI2_1, SS3_1) Within Wave 1 1 Coherence Significance CI2 SS3 -0.018
Cov(CG1_1, CI1_2) Between Wave 1 2 Coherence Coherence CG1 CI1 -0.018
Cov(SS3_2, DM3_2) Within Wave 2 2 Significance Direction SS3 DM3 -0.018
Cov(DG1_1, CI2_2) Between Wave 1 2 Direction Coherence DG1 CI2 -0.018
Cov(DM3_1, SO2_2) Between Wave 1 2 Direction Significance DM3 SO2 -0.018
Cov(SO1_1, CG3_2) Between Wave 1 2 Significance Coherence SO1 CG3 -0.018
Cov(SS1_1, CG1_2) Between Wave 1 2 Significance Coherence SS1 CG1 -0.017
Cov(CI2_1, CI3_2) Between Wave 1 2 Coherence Coherence CI2 CI3 0.017
Cov(DP2_1, DG1_2) Between Wave 1 2 Direction Direction DP2 DG1 0.017
Cov(SO3_1, CI1_2) Between Wave 1 2 Significance Coherence SO3 CI1 -0.017
Cov(CI3_1, SO1_1) Within Wave 1 1 Coherence Significance CI3 SO1 0.017
Cov(CI2_1, CG3_2) Between Wave 1 2 Coherence Coherence CI2 CG3 0.017
Cov(CG2_2, SS2_2) Within Wave 2 2 Coherence Significance CG2 SS2 -0.017
Cov(SO2_1, SS2_2) Between Wave 1 2 Significance Significance SO2 SS2 0.017
Cov(CG2_1, SS1_1) Within Wave 1 1 Coherence Significance CG2 SS1 -0.017
Cov(SS1_2, SS2_2) Within Wave 2 2 Significance Significance SS1 SS2 0.017
Cov(DG2_1, SO3_2) Between Wave 1 2 Direction Significance DG2 SO3 0.017
Cov(SO1_2, DP2_2) Within Wave 2 2 Significance Direction SO1 DP2 -0.016
Cov(DM3_1, CG3_2) Between Wave 1 2 Direction Coherence DM3 CG3 -0.016
Cov(SS3_2, DP1_2) Within Wave 2 2 Significance Direction SS3 DP1 0.016
Cov(CI1_1, CG1_2) Between Wave 1 2 Coherence Coherence CI1 CG1 0.016
Cov(CG3_1, SS2_2) Between Wave 1 2 Coherence Significance CG3 SS2 0.016
Cov(CI3_1, CG2_2) Between Wave 1 2 Coherence Coherence CI3 CG2 -0.016
Cov(CI2_1, DG1_2) Between Wave 1 2 Coherence Direction CI2 DG1 -0.016
Cov(CI3_1, DP3_2) Between Wave 1 2 Coherence Direction CI3 DP3 0.016
Cov(SS3_1, DP3_2) Between Wave 1 2 Significance Direction SS3 DP3 -0.016
Cov(SS1_2, SO2_2) Within Wave 2 2 Significance Significance SS1 SO2 -0.016
Cov(CG2_1, SS1_2) Between Wave 1 2 Coherence Significance CG2 SS1 -0.016
Cov(DP1_1, DM2_2) Between Wave 1 2 Direction Direction DP1 DM2 -0.016
Cov(DP3_1, DP1_2) Between Wave 1 2 Direction Direction DP3 DP1 -0.016
Cov(SO3_1, DM2_1) Within Wave 1 1 Significance Direction SO3 DM2 -0.016
Cov(CG2_2, DP2_2) Within Wave 2 2 Coherence Direction CG2 DP2 0.015
Cov(SS1_2, DP2_2) Within Wave 2 2 Significance Direction SS1 DP2 0.015
Cov(DP3_1, SO3_2) Between Wave 1 2 Direction Significance DP3 SO3 -0.015
Cov(SO1_2, DG1_2) Within Wave 2 2 Significance Direction SO1 DG1 0.015
Cov(DG2_1, DP2_2) Between Wave 1 2 Direction Direction DG2 DP2 -0.015
Cov(SS1_1, DP3_1) Within Wave 1 1 Significance Direction SS1 DP3 0.015
Cov(SO2_2, DG3_2) Within Wave 2 2 Significance Direction SO2 DG3 -0.015
Cov(CG3_1, CI3_1) Within Wave 1 1 Coherence Coherence CG3 CI3 0.015
Cov(CI1_1, CI3_2) Between Wave 1 2 Coherence Coherence CI1 CI3 -0.015
Cov(SO2_1, DG1_2) Between Wave 1 2 Significance Direction SO2 DG1 0.014
Cov(SO1_2, DM3_2) Within Wave 2 2 Significance Direction SO1 DM3 -0.014
Cov(DM3_1, CI3_2) Between Wave 1 2 Direction Coherence DM3 CI3 -0.014
Cov(DM1_1, DM2_2) Between Wave 1 2 Direction Direction DM1 DM2 0.014
Cov(DP1_1, SO2_2) Between Wave 1 2 Direction Significance DP1 SO2 0.014
Cov(DG1_1, DP2_2) Between Wave 1 2 Direction Direction DG1 DP2 0.014
Cov(DP3_1, SO2_2) Between Wave 1 2 Direction Significance DP3 SO2 -0.014
Cov(CG3_1, SO3_2) Between Wave 1 2 Coherence Significance CG3 SO3 -0.014
Cov(CG3_1, SS1_2) Between Wave 1 2 Coherence Significance CG3 SS1 0.014
Cov(SO1_1, DG3_2) Between Wave 1 2 Significance Direction SO1 DG3 -0.014
Cov(DG1_1, CG3_2) Between Wave 1 2 Direction Coherence DG1 CG3 -0.014
Cov(SO1_1, CI1_2) Between Wave 1 2 Significance Coherence SO1 CI1 -0.014
Cov(DM2_1, CI3_2) Between Wave 1 2 Direction Coherence DM2 CI3 0.014
Cov(SS1_1, DG3_2) Between Wave 1 2 Significance Direction SS1 DG3 -0.013
Cov(CI2_1, SO3_1) Within Wave 1 1 Coherence Significance CI2 SO3 0.013
Cov(CI1_1, SO3_2) Between Wave 1 2 Coherence Significance CI1 SO3 -0.013
Cov(SO2_1, DP2_2) Between Wave 1 2 Significance Direction SO2 DP2 -0.013
Cov(SS1_2, DM1_2) Within Wave 2 2 Significance Direction SS1 DM1 0.013
Cov(CI3_2, DG2_2) Within Wave 2 2 Coherence Direction CI3 DG2 0.012
Cov(DM1_1, SS3_2) Between Wave 1 2 Direction Significance DM1 SS3 -0.012
Cov(CG3_1, CI1_2) Between Wave 1 2 Coherence Coherence CG3 CI1 -0.012
Cov(SO2_1, CI1_2) Between Wave 1 2 Significance Coherence SO2 CI1 -0.012
Cov(DM3_1, SS3_2) Between Wave 1 2 Direction Significance DM3 SS3 -0.012
Cov(CG3_2, DP2_2) Within Wave 2 2 Coherence Direction CG3 DP2 0.012
Cov(DG2_1, SO2_2) Between Wave 1 2 Direction Significance DG2 SO2 0.012
Cov(SO1_1, SS2_2) Between Wave 1 2 Significance Significance SO1 SS2 0.012
Cov(SS1_1, DG2_2) Between Wave 1 2 Significance Direction SS1 DG2 -0.012
Cov(CG3_1, SS1_1) Within Wave 1 1 Coherence Significance CG3 SS1 0.012
Cov(SO1_1, DM1_2) Between Wave 1 2 Significance Direction SO1 DM1 0.012
Cov(DM2_1, CI1_2) Between Wave 1 2 Direction Coherence DM2 CI1 0.012
Cov(SS3_1, SS2_2) Between Wave 1 2 Significance Significance SS3 SS2 -0.011
Cov(SO1_2, DM1_2) Within Wave 2 2 Significance Direction SO1 DM1 -0.011
Cov(SS2_1, DP3_2) Between Wave 1 2 Significance Direction SS2 DP3 -0.011
Cov(SO2_1, DG1_1) Within Wave 1 1 Significance Direction SO2 DG1 0.011
Cov(DP1_1, DG3_2) Between Wave 1 2 Direction Direction DP1 DG3 0.011
Cov(CG3_2, SS1_2) Within Wave 2 2 Coherence Significance CG3 SS1 -0.011
Cov(SS3_1, DM2_1) Within Wave 1 1 Significance Direction SS3 DM2 0.011
Cov(CG2_2, SS3_2) Within Wave 2 2 Coherence Significance CG2 SS3 0.011
Cov(SO1_1, DP1_2) Between Wave 1 2 Significance Direction SO1 DP1 -0.011
Cov(CG3_1, DM3_2) Between Wave 1 2 Coherence Direction CG3 DM3 -0.011
Cov(CG3_1, DP3_1) Within Wave 1 1 Coherence Direction CG3 DP3 -0.011
Cov(SO2_1, DP3_2) Between Wave 1 2 Significance Direction SO2 DP3 0.011
Cov(CG3_2, SS3_2) Within Wave 2 2 Coherence Significance CG3 SS3 0.011
Cov(CI1_2, DM2_2) Within Wave 2 2 Coherence Direction CI1 DM2 -0.010
Cov(DG2_1, DP1_2) Between Wave 1 2 Direction Direction DG2 DP1 0.010
Cov(SS2_2, DM2_2) Within Wave 2 2 Significance Direction SS2 DM2 -0.010
Cov(CI3_1, DM2_1) Within Wave 1 1 Coherence Direction CI3 DM2 0.010
Cov(DM1_1, SS1_2) Between Wave 1 2 Direction Significance DM1 SS1 -0.010
Cov(CI2_1, DG2_2) Between Wave 1 2 Coherence Direction CI2 DG2 -0.010
Cov(SS1_1, DM3_2) Between Wave 1 2 Significance Direction SS1 DM3 0.010
Cov(DM3_1, DP2_2) Between Wave 1 2 Direction Direction DM3 DP2 0.010
Cov(CG2_1, SS3_1) Within Wave 1 1 Coherence Significance CG2 SS3 0.010
Cov(DG1_1, CI3_2) Between Wave 1 2 Direction Coherence DG1 CI3 0.010
Cov(CI3_1, SO2_2) Between Wave 1 2 Coherence Significance CI3 SO2 -0.010
Cov(DP1_2, DP2_2) Within Wave 2 2 Direction Direction DP1 DP2 -0.010
Cov(CI1_2, DM3_2) Within Wave 2 2 Coherence Direction CI1 DM3 -0.010
Cov(CI3_1, CG1_2) Between Wave 1 2 Coherence Coherence CI3 CG1 -0.010
Cov(CI1_1, DG1_2) Between Wave 1 2 Coherence Direction CI1 DG1 0.010
Cov(SO3_2, DP1_2) Within Wave 2 2 Significance Direction SO3 DP1 -0.010
Cov(SS3_2, DM2_2) Within Wave 2 2 Significance Direction SS3 DM2 -0.010
Cov(CI1_1, DM2_1) Within Wave 1 1 Coherence Direction CI1 DM2 -0.009
Cov(SS2_1, SS1_2) Between Wave 1 2 Significance Significance SS2 SS1 0.009
Cov(CG3_2, SS2_2) Within Wave 2 2 Coherence Significance CG3 SS2 0.009
Cov(DP3_1, DP2_2) Between Wave 1 2 Direction Direction DP3 DP2 -0.009
Cov(DM1_1, DP2_2) Between Wave 1 2 Direction Direction DM1 DP2 -0.009
Cov(SO1_1, DM3_1) Within Wave 1 1 Significance Direction SO1 DM3 0.009
Cov(DM2_1, CG2_2) Between Wave 1 2 Direction Coherence DM2 CG2 -0.009
Cov(CI2_1, DM1_1) Within Wave 1 1 Coherence Direction CI2 DM1 0.009
Cov(SS2_1, DG2_2) Between Wave 1 2 Significance Direction SS2 DG2 0.009
Cov(CI3_1, DM2_2) Between Wave 1 2 Coherence Direction CI3 DM2 -0.009
Cov(SS1_1, DM2_2) Between Wave 1 2 Significance Direction SS1 DM2 -0.009
Cov(DM2_1, SS2_2) Between Wave 1 2 Direction Significance DM2 SS2 0.009
Cov(CG1_1, SS2_2) Between Wave 1 2 Coherence Significance CG1 SS2 -0.009
Cov(CG3_1, SS2_1) Within Wave 1 1 Coherence Significance CG3 SS2 -0.009
Cov(DG1_1, CI1_2) Between Wave 1 2 Direction Coherence DG1 CI1 0.009
Cov(DM2_1, DM3_2) Between Wave 1 2 Direction Direction DM2 DM3 0.009
Cov(CI3_1, DG3_1) Within Wave 1 1 Coherence Direction CI3 DG3 0.009
Cov(DM1_1, SO1_2) Between Wave 1 2 Direction Significance DM1 SO1 -0.009
Cov(SS3_1, CI2_2) Between Wave 1 2 Significance Coherence SS3 CI2 -0.009
Cov(SS2_2, SS3_2) Within Wave 2 2 Significance Significance SS2 SS3 -0.009
Cov(DP2_1, DP1_2) Between Wave 1 2 Direction Direction DP2 DP1 -0.009
Cov(CG3_2, CI2_2) Within Wave 2 2 Coherence Coherence CG3 CI2 -0.008
Cov(CG3_2, DP1_2) Within Wave 2 2 Coherence Direction CG3 DP1 -0.008
Cov(SS2_1, CI1_2) Between Wave 1 2 Significance Coherence SS2 CI1 -0.008
Cov(CG3_1, DG1_2) Between Wave 1 2 Coherence Direction CG3 DG1 -0.008
Cov(CI1_1, DM3_2) Between Wave 1 2 Coherence Direction CI1 DM3 0.008
Cov(CI3_1, CI1_2) Between Wave 1 2 Coherence Coherence CI3 CI1 0.008
Cov(DP3_1, CG3_2) Between Wave 1 2 Direction Coherence DP3 CG3 0.008
Cov(CG3_1, CG1_2) Between Wave 1 2 Coherence Coherence CG3 CG1 0.008
Cov(DP3_1, CI2_2) Between Wave 1 2 Direction Coherence DP3 CI2 0.008
Cov(CI2_2, DM1_2) Within Wave 2 2 Coherence Direction CI2 DM1 0.008
Cov(DP1_1, CG1_2) Between Wave 1 2 Direction Coherence DP1 CG1 -0.008
Cov(SO1_1, DP2_1) Within Wave 1 1 Significance Direction SO1 DP2 -0.008
Cov(SO3_1, DG1_1) Within Wave 1 1 Significance Direction SO3 DG1 -0.008
Cov(SO1_1, DM2_2) Between Wave 1 2 Significance Direction SO1 DM2 -0.008
Cov(DM3_1, SO3_2) Between Wave 1 2 Direction Significance DM3 SO3 0.008
Cov(CG1_1, SS3_2) Between Wave 1 2 Coherence Significance CG1 SS3 -0.008
Cov(DG3_1, SO2_2) Between Wave 1 2 Direction Significance DG3 SO2 0.008
Cov(CI3_1, DG3_2) Between Wave 1 2 Coherence Direction CI3 DG3 0.008
Cov(CI1_1, SO2_2) Between Wave 1 2 Coherence Significance CI1 SO2 -0.008
Cov(CI3_1, SO2_1) Within Wave 1 1 Coherence Significance CI3 SO2 0.007
Cov(SS2_1, SS3_1) Within Wave 1 1 Significance Significance SS2 SS3 0.007
Cov(CI1_2, SS2_2) Within Wave 2 2 Coherence Significance CI1 SS2 0.007
Cov(SS3_1, DM3_1) Within Wave 1 1 Significance Direction SS3 DM3 0.007
Cov(SS2_1, DG2_1) Within Wave 1 1 Significance Direction SS2 DG2 0.007
Cov(CI1_1, DM2_2) Between Wave 1 2 Coherence Direction CI1 DM2 0.007
Cov(DG1_1, DP1_2) Between Wave 1 2 Direction Direction DG1 DP1 0.007
Cov(CI1_1, CG2_2) Between Wave 1 2 Coherence Coherence CI1 CG2 0.007
Cov(CG3_1, DP3_2) Between Wave 1 2 Coherence Direction CG3 DP3 -0.007
Cov(CI2_1, SO3_2) Between Wave 1 2 Coherence Significance CI2 SO3 -0.007
Cov(SO1_1, DP2_2) Between Wave 1 2 Significance Direction SO1 DP2 0.007
Cov(SS1_2, DG1_2) Within Wave 2 2 Significance Direction SS1 DG1 0.007
Cov(SS2_1, DM1_2) Between Wave 1 2 Significance Direction SS2 DM1 -0.007
Cov(SO1_1, DG1_2) Between Wave 1 2 Significance Direction SO1 DG1 0.006
Cov(SS2_1, DM1_1) Within Wave 1 1 Significance Direction SS2 DM1 -0.006
Cov(SO1_1, DM2_1) Within Wave 1 1 Significance Direction SO1 DM2 0.006
Cov(DM1_1, SO2_2) Between Wave 1 2 Direction Significance DM1 SO2 0.006
Cov(SO1_1, DG2_2) Between Wave 1 2 Significance Direction SO1 DG2 0.006
Cov(DM3_1, CI1_2) Between Wave 1 2 Direction Coherence DM3 CI1 -0.006
Cov(CI2_1, DG3_1) Within Wave 1 1 Coherence Direction CI2 DG3 -0.006
Cov(SO3_2, DG2_2) Within Wave 2 2 Significance Direction SO3 DG2 -0.006
Cov(CI1_1, DP3_2) Between Wave 1 2 Coherence Direction CI1 DP3 -0.006
Cov(SO1_1, DP3_2) Between Wave 1 2 Significance Direction SO1 DP3 0.006
Cov(SO3_1, DM3_1) Within Wave 1 1 Significance Direction SO3 DM3 -0.006
Cov(SS2_1, SO1_2) Between Wave 1 2 Significance Significance SS2 SO1 -0.006
Cov(SS2_2, DG3_2) Within Wave 2 2 Significance Direction SS2 DG3 0.006
Cov(CI3_1, DG2_2) Between Wave 1 2 Coherence Direction CI3 DG2 -0.006
Cov(SO2_1, DP1_1) Within Wave 1 1 Significance Direction SO2 DP1 -0.005
Cov(CG3_1, DG3_1) Within Wave 1 1 Coherence Direction CG3 DG3 -0.005
Cov(DP2_1, CI2_2) Between Wave 1 2 Direction Coherence DP2 CI2 -0.005
Cov(DM3_2, DP1_2) Within Wave 2 2 Direction Direction DM3 DP1 0.005
Cov(DM3_1, SO1_2) Between Wave 1 2 Direction Significance DM3 SO1 -0.005
Cov(DP1_1, CG2_2) Between Wave 1 2 Direction Coherence DP1 CG2 -0.005
Cov(SO3_2, DG3_2) Within Wave 2 2 Significance Direction SO3 DG3 -0.005
Cov(DM2_1, CG3_2) Between Wave 1 2 Direction Coherence DM2 CG3 -0.005
Cov(CG3_1, CI2_1) Within Wave 1 1 Coherence Coherence CG3 CI2 0.005
Cov(SS1_1, DM1_1) Within Wave 1 1 Significance Direction SS1 DM1 -0.005
Cov(CG3_1, SO2_2) Between Wave 1 2 Coherence Significance CG3 SO2 0.005
Cov(SS3_1, DM2_2) Between Wave 1 2 Significance Direction SS3 DM2 0.005
Cov(DM3_1, DP1_2) Between Wave 1 2 Direction Direction DM3 DP1 -0.005
Cov(SO2_2, DP3_2) Within Wave 2 2 Significance Direction SO2 DP3 -0.005
Cov(DM1_2, DP2_2) Within Wave 2 2 Direction Direction DM1 DP2 -0.005
Cov(DP3_1, SS1_2) Between Wave 1 2 Direction Significance DP3 SS1 -0.004
Cov(CI3_2, DG1_2) Within Wave 2 2 Coherence Direction CI3 DG1 -0.004
Cov(CI3_1, DM3_1) Within Wave 1 1 Coherence Direction CI3 DM3 -0.004
Cov(CG1_1, SS3_1) Within Wave 1 1 Coherence Significance CG1 SS3 0.004
Cov(DP2_1, SO3_2) Between Wave 1 2 Direction Significance DP2 SO3 0.004
Cov(CG1_2, CG3_2) Within Wave 2 2 Coherence Coherence CG1 CG3 0.004
Cov(DP1_1, DP3_1) Within Wave 1 1 Direction Direction DP1 DP3 -0.004
Cov(DM2_1, DP2_2) Between Wave 1 2 Direction Direction DM2 DP2 0.004
Cov(DP1_2, DP3_2) Within Wave 2 2 Direction Direction DP1 DP3 -0.004
Cov(SS1_1, SO3_2) Between Wave 1 2 Significance Significance SS1 SO3 0.004
Cov(SO1_1, DP3_1) Within Wave 1 1 Significance Direction SO1 DP3 0.004
Cov(SS2_2, DG1_2) Within Wave 2 2 Significance Direction SS2 DG1 0.004
Cov(SS1_1, SS3_2) Between Wave 1 2 Significance Significance SS1 SS3 0.003
Cov(SO2_1, DP1_2) Between Wave 1 2 Significance Direction SO2 DP1 -0.003
Cov(CG3_1, DM2_2) Between Wave 1 2 Coherence Direction CG3 DM2 -0.003
Cov(SO3_1, DG3_2) Between Wave 1 2 Significance Direction SO3 DG3 -0.003
Cov(SS1_1, CG2_2) Between Wave 1 2 Significance Coherence SS1 CG2 -0.003
Cov(SO3_2, DP3_2) Within Wave 2 2 Significance Direction SO3 DP3 -0.003
Cov(SS3_1, DM3_2) Between Wave 1 2 Significance Direction SS3 DM3 -0.003
Cov(CI3_2, DM3_2) Within Wave 2 2 Coherence Direction CI3 DM3 -0.003
Cov(CG3_1, SS3_2) Between Wave 1 2 Coherence Significance CG3 SS3 0.003
Cov(CI3_1, DM3_2) Between Wave 1 2 Coherence Direction CI3 DM3 -0.003
Cov(CG2_1, SS3_2) Between Wave 1 2 Coherence Significance CG2 SS3 -0.003
Cov(SO3_1, DP1_1) Within Wave 1 1 Significance Direction SO3 DP1 -0.003
Cov(DM1_1, SS2_2) Between Wave 1 2 Direction Significance DM1 SS2 -0.003
Cov(DM1_1, CI3_2) Between Wave 1 2 Direction Coherence DM1 CI3 0.003
Cov(CG3_1, CG2_2) Between Wave 1 2 Coherence Coherence CG3 CG2 -0.003
Cov(DM2_1, SS3_2) Between Wave 1 2 Direction Significance DM2 SS3 -0.003
Cov(SO3_1, DM2_2) Between Wave 1 2 Significance Direction SO3 DM2 0.002
Cov(CG3_1, CI2_2) Between Wave 1 2 Coherence Coherence CG3 CI2 -0.002
Cov(DG2_1, SS2_2) Between Wave 1 2 Direction Significance DG2 SS2 -0.002
Cov(CI1_1, DG1_1) Within Wave 1 1 Coherence Direction CI1 DG1 0.002
Cov(DP2_1, SS2_2) Between Wave 1 2 Direction Significance DP2 SS2 0.002
Cov(SO2_2, DG1_2) Within Wave 2 2 Significance Direction SO2 DG1 0.002
Cov(DM2_1, SO3_2) Between Wave 1 2 Direction Significance DM2 SO3 -0.001
Cov(SO2_1, DM1_2) Between Wave 1 2 Significance Direction SO2 DM1 -0.001
Cov(DG3_1, SO1_2) Between Wave 1 2 Direction Significance DG3 SO1 -0.001
Cov(DM3_1, SS2_2) Between Wave 1 2 Direction Significance DM3 SS2 0.001
Cov(SO2_1, DG2_2) Between Wave 1 2 Significance Direction SO2 DG2 0.001
Cov(SO3_2, DP2_2) Within Wave 2 2 Significance Direction SO3 DP2 0.001
Cov(SS2_1, CG3_2) Between Wave 1 2 Significance Coherence SS2 CG3 0.001
Cov(CG3_1, DM2_1) Within Wave 1 1 Coherence Direction CG3 DM2 -0.001
Cov(DM2_1, CG1_2) Between Wave 1 2 Direction Coherence DM2 CG1 -0.001
Cov(CG3_1, SS3_1) Within Wave 1 1 Coherence Significance CG3 SS3 0.001
Cov(SS3_1, DP1_2) Between Wave 1 2 Significance Direction SS3 DP1 0.001
Cov(DG3_1, CI2_2) Between Wave 1 2 Direction Coherence DG3 CI2 0.000
Cov(SS2_2, SO1_2) Within Wave 2 2 Significance Significance SS2 SO1 0.000
Cov(CI1_2, DP3_2) Within Wave 2 2 Coherence Direction CI1 DP3 0.000
Cov(SS2_2, DP2_2) Within Wave 2 2 Significance Direction SS2 DP2 0.000
Cov(SS3_1, SS3_2) Between Wave 1 2 Significance Significance SS3 SS3 0.000
Cov(CI3_1, CI3_2) Between Wave 1 2 Coherence Coherence CI3 CI3 0.000
Cov(DM2_1, DM2_2) Between Wave 1 2 Direction Direction DM2 DM2 0.000
Cov(DP1_1, DP1_2) Between Wave 1 2 Direction Direction DP1 DP1 0.000
Cov(CI1_1, CI1_2) Between Wave 1 2 Coherence Coherence CI1 CI1 0.000
Cov(CG3_1, CG3_2) Between Wave 1 2 Coherence Coherence CG3 CG3 0.000
Cov(SO1_1, SO1_2) Between Wave 1 2 Significance Significance SO1 SO1 0.000
Cov(DM3_1, DM3_2) Between Wave 1 2 Direction Direction DM3 DM3 0.000
Cov(SO2_1, SO2_2) Between Wave 1 2 Significance Significance SO2 SO2 0.000
Cov(DP3_1, DP3_2) Between Wave 1 2 Direction Direction DP3 DP3 0.000
Cov(CG2_1, CG2_2) Between Wave 1 2 Coherence Coherence CG2 CG2 0.000
Cov(CI2_1, CI2_2) Between Wave 1 2 Coherence Coherence CI2 CI2 0.000
Cov(DM1_1, DM1_2) Between Wave 1 2 Direction Direction DM1 DM1 0.000
Cov(SS1_1, SS1_2) Between Wave 1 2 Significance Significance SS1 SS1 0.000
Cov(SS2_1, SS2_2) Between Wave 1 2 Significance Significance SS2 SS2 0.000
Cov(DG1_1, DG1_2) Between Wave 1 2 Direction Direction DG1 DG1 0.000
Cov(DG2_1, DG2_2) Between Wave 1 2 Direction Direction DG2 DG2 0.000
Cov(DG3_1, DG3_2) Between Wave 1 2 Direction Direction DG3 DG3 0.000
Cov(SO3_1, SO3_2) Between Wave 1 2 Significance Significance SO3 SO3 0.000
Cov(DP2_1, DP2_2) Between Wave 1 2 Direction Direction DP2 DP2 0.000
Cov(CG1_1, CG1_2) Between Wave 1 2 Coherence Coherence CG1 CG1 0.000
resid.lrvariance %>%
    filter(V1_Domain == V2_Domain) %>%
    ggplot(aes(x = resid, color = V1_Domain, fill = V1_Domain)) + geom_density(alpha = 0.5,
    adjust = 2) + geom_vline(xintercept = 0, linetype = "dashed") + facet_wrap(. ~
    Same_Wave) + labs(x = "Residual of correlations (Observed - Model Implied)") +
    annotate("text", x = -0.15, y = 9, label = "Over estimate") + annotate("text",
    x = 0.15, y = 9, label = "Under estimate") + theme_bw()

Mod indices

modindices(fit.lrvariance.wide, sort. = T, maximum.number = 20)
       lhs op   rhs      mi   epc sepc.lv sepc.all sepc.nox
1456 CG1_2 ~~ CG2_2 428.445 0.175   0.175    0.836    0.836
1638 DM2_2 ~~ DM3_2 380.184 0.148   0.148    0.694    0.694
1665 DG2_2 ~~ DG3_2 313.178 0.240   0.240    0.486    0.486
1268 DM2_1 ~~ DM3_1 301.741 0.153   0.153    0.569    0.569
1611 SO2_2 ~~ SO3_2 296.566 0.227   0.227    0.516    0.516
826  CG1_1 ~~ CG2_1 254.147 0.158   0.158    0.578    0.578
1664 DG1_2 ~~ DG3_2 199.186 0.192   0.192    0.440    0.440
1663 DG1_2 ~~ DG2_2 188.487 0.183   0.183    0.432    0.432
1415 DG2_1 ~~ DG3_1 161.191 0.198   0.198    0.375    0.375
643     C1 =~ DM1_2 124.620 0.091   0.091    0.091    0.091
1660 DP3_2 ~~ DG1_2 112.466 0.147   0.147    0.360    0.360
955  CI1_1 ~~ DP2_1 110.313 0.152   0.152    0.658    0.658
1394 DG1_1 ~~ DG3_1 106.860 0.157   0.157    0.330    0.330
1393 DG1_1 ~~ DG2_1 100.750 0.154   0.154    0.333    0.333
748     C2 =~ DM1_2  96.203 0.073   0.076    0.076    0.076
679     S1 =~ DM1_2  90.866 0.077   0.077    0.077    0.077
1525 CI1_2 ~~ DP2_2  89.055 0.119   0.119    0.718    0.718
1517 CI1_2 ~~ SS3_2  87.302 0.124   0.124    0.826    0.826
772     S2 =~ DP1_1  76.305 0.059   0.061    0.061    0.061
1370 DP3_1 ~~ DG1_1  75.381 0.132   0.132    0.293    0.293

Multigroup model

## strict invariance
syntax.strict <- measEq.syntax(configural.model = mod.config, data = analysis.dat,
    ordered = T, parameterization = "theta", ID.cat = "Wu.Estabrook.2016", ID.fac = "std.lv",
    group = "wave", group.equal = c("thresholds", "loadings", "intercepts", "residuals"))  #end create syntax
summary(syntax.strict)  # summarize model features
This lavaan model syntax specifies a CFA with 21 manifest indicators (21 of which are ordinal) of 3 common factor(s).

To identify the location and scale of each common factor, the factor means and variances were fixed to 0 and 1, respectively, unless equality constraints on measurement parameters allow them to be freed.

The location and scale of each latent item-response underlying 21 ordinal indicators were identified using the "theta" parameterization, and the identification constraints recommended by Wu & Estabrook (2016). For details, read:

    https://doi.org/10.1007/s11336-016-9506-0 

Pattern matrix indicating num(eric), ord(ered), and lat(ent) indicators per factor:

    C   S   D  
CG1 ord        
CG2 ord        
CG3 ord        
CI1 ord        
CI2 ord        
CI3 ord        
SS1     ord    
SS2     ord    
SS3     ord    
SO1     ord    
SO2     ord    
SO3     ord    
DM1         ord
DM2         ord
DM3         ord
DP1         ord
DP2         ord
DP3         ord
DG1         ord
DG2         ord
DG3         ord

The following types of parameter were constrained to equality across groups:

    thresholds
    loadings
    intercepts
    residuals
mod.strict <- as.character(syntax.strict)  # save as text
## fit model to data
fit.lrvariance <- cfa(mod.strict, data = analysis.dat, group = "wave")
summary(fit.lrvariance, standardized = T, fit.measures = T)
lavaan 0.6-12 ended normally after 73 iterations

  Estimator                                       DWLS
  Optimization method                           NLMINB
  Number of model parameters                       306
  Number of equality constraints                   147

  Number of observations per group:                   
    1                                             1235
    2                                             1235

Model Test User Model:
                                              Standard      Robust
  Test Statistic                              6911.948    7011.123
  Degrees of freedom                               513         513
  P-value (Chi-square)                           0.000       0.000
  Scaling correction factor                                  1.017
  Shift parameter for each group:                                 
      1                                                    108.508
      2                                                    108.508
    simple second-order correction                                
  Test statistic for each group:
    1                                         3095.116    3150.855
    2                                         3816.832    3860.267

Model Test Baseline Model:

  Test statistic                            472029.527  106318.182
  Degrees of freedom                               420         420
  P-value                                        0.000       0.000
  Scaling correction factor                                  4.453

User Model versus Baseline Model:

  Comparative Fit Index (CFI)                    0.986       0.939
  Tucker-Lewis Index (TLI)                       0.989       0.950
                                                                  
  Robust Comparative Fit Index (CFI)                            NA
  Robust Tucker-Lewis Index (TLI)                               NA

Root Mean Square Error of Approximation:

  RMSEA                                          0.101       0.101
  90 Percent confidence interval - lower         0.098       0.099
  90 Percent confidence interval - upper         0.103       0.103
  P-value RMSEA <= 0.05                          0.000       0.000
                                                                  
  Robust RMSEA                                                  NA
  90 Percent confidence interval - lower                        NA
  90 Percent confidence interval - upper                        NA

Standardized Root Mean Square Residual:

  SRMR                                           0.068       0.068

Parameter Estimates:

  Standard errors                           Robust.sem
  Information                                 Expected
  Information saturated (h1) model        Unstructured


Group 1 [1]:

Latent Variables:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C =~                                                                  
    CG1     (l.1_)    0.858    0.007  120.472    0.000    0.858    0.858
    CG2     (l.2_)    0.859    0.007  121.596    0.000    0.859    0.859
    CG3     (l.3_)    0.771    0.009   89.688    0.000    0.771    0.771
    CI1     (l.4_)    0.890    0.007  125.993    0.000    0.890    0.890
    CI2     (l.5_)    0.669    0.012   55.502    0.000    0.669    0.669
    CI3     (l.6_)    0.748    0.010   74.697    0.000    0.748    0.748
  S =~                                                                  
    SS1     (l.7_)    0.788    0.010   80.928    0.000    0.788    0.788
    SS2     (l.8_)    0.702    0.012   60.147    0.000    0.702    0.702
    SS3     (l.9_)    0.883    0.009   96.956    0.000    0.883    0.883
    SO1     (l.10)    0.647    0.013   51.619    0.000    0.647    0.647
    SO2     (l.11)    0.733    0.011   69.041    0.000    0.733    0.733
    SO3     (l.12)    0.723    0.011   65.532    0.000    0.723    0.723
  D =~                                                                  
    DM1     (l.13)    0.776    0.009   89.084    0.000    0.776    0.776
    DM2     (l.14)    0.838    0.007  116.983    0.000    0.838    0.838
    DM3     (l.15)    0.879    0.006  138.169    0.000    0.879    0.879
    DP1     (l.16)    0.884    0.006  141.693    0.000    0.884    0.884
    DP2     (l.17)    0.844    0.007  118.983    0.000    0.844    0.844
    DP3     (l.18)    0.722    0.010   75.894    0.000    0.722    0.722
    DG1     (l.19)    0.759    0.009   85.451    0.000    0.759    0.759
    DG2     (l.20)    0.699    0.010   67.345    0.000    0.699    0.699
    DG3     (l.21)    0.684    0.010   65.559    0.000    0.684    0.684

Covariances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C ~~                                                                  
    S       (p.2_)    0.748    0.013   59.029    0.000    0.748    0.748
    D      (p.3_1)    0.705    0.013   52.626    0.000    0.705    0.705
  S ~~                                                                  
    D      (p.3_2)    0.784    0.012   65.373    0.000    0.784    0.784

Intercepts:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
   .CG1     (nu.1)    0.000                               0.000    0.000
   .CG2     (nu.2)    0.000                               0.000    0.000
   .CG3     (nu.3)    0.000                               0.000    0.000
   .CI1     (nu.4)    0.000                               0.000    0.000
   .CI2     (nu.5)    0.000                               0.000    0.000
   .CI3     (nu.6)    0.000                               0.000    0.000
   .SS1     (nu.7)    0.000                               0.000    0.000
   .SS2     (nu.8)    0.000                               0.000    0.000
   .SS3     (nu.9)    0.000                               0.000    0.000
   .SO1     (n.10)    0.000                               0.000    0.000
   .SO2     (n.11)    0.000                               0.000    0.000
   .SO3     (n.12)    0.000                               0.000    0.000
   .DM1     (n.13)    0.000                               0.000    0.000
   .DM2     (n.14)    0.000                               0.000    0.000
   .DM3     (n.15)    0.000                               0.000    0.000
   .DP1     (n.16)    0.000                               0.000    0.000
   .DP2     (n.17)    0.000                               0.000    0.000
   .DP3     (n.18)    0.000                               0.000    0.000
   .DG1     (n.19)    0.000                               0.000    0.000
   .DG2     (n.20)    0.000                               0.000    0.000
   .DG3     (n.21)    0.000                               0.000    0.000
    C       (a.1.)    0.000                               0.000    0.000
    S       (a.2.)    0.000                               0.000    0.000
    D       (a.3.)    0.000                               0.000    0.000

Thresholds:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1|t1 (CG1.1)   -1.359    0.039  -34.468    0.000   -1.359   -1.359
    CG1|t2 (CG1.2)   -0.573    0.032  -17.782    0.000   -0.573   -0.573
    CG1|t3 (CG1.3)   -0.244    0.031   -7.857    0.000   -0.244   -0.244
    CG1|t4 (CG1.4)    0.344    0.031   10.979    0.000    0.344    0.344
    CG1|t5 (CG1.5)    1.015    0.036   28.572    0.000    1.015    1.015
    CG1|t6 (CG1.6)    1.761    0.051   34.839    0.000    1.761    1.761
    CG2|t1 (CG2.1)   -1.420    0.040  -35.214    0.000   -1.420   -1.420
    CG2|t2 (CG2.2)   -0.616    0.032  -19.222    0.000   -0.616   -0.616
    CG2|t3 (CG2.3)   -0.254    0.031   -8.177    0.000   -0.254   -0.254
    CG2|t4 (CG2.4)    0.357    0.031   11.388    0.000    0.357    0.357
    CG2|t5 (CG2.5)    1.059    0.036   29.497    0.000    1.059    1.059
    CG2|t6 (CG2.6)    1.788    0.051   34.791    0.000    1.788    1.788
    CG3|t1 (CG3.1)   -1.838    0.050  -36.405    0.000   -1.838   -1.838
    CG3|t2 (CG3.2)   -1.085    0.035  -31.239    0.000   -1.085   -1.085
    CG3|t3 (CG3.3)   -0.709    0.032  -22.411    0.000   -0.709   -0.709
    CG3|t4 (CG3.4)   -0.146    0.030   -4.896    0.000   -0.146   -0.146
    CG3|t5 (CG3.5)    0.689    0.032   21.635    0.000    0.689    0.689
    CG3|t6 (CG3.6)    1.574    0.044   35.526    0.000    1.574    1.574
    CI1|t1 (CI1.1)   -1.520    0.042  -35.833    0.000   -1.520   -1.520
    CI1|t2 (CI1.2)   -0.822    0.034  -24.450    0.000   -0.822   -0.822
    CI1|t3 (CI1.3)   -0.396    0.032  -12.476    0.000   -0.396   -0.396
    CI1|t4 (CI1.4)    0.138    0.031    4.425    0.000    0.138    0.138
    CI1|t5 (CI1.5)    0.805    0.034   23.708    0.000    0.805    0.805
    CI1|t6 (CI1.6)    1.661    0.048   34.939    0.000    1.661    1.661
    CI2|t1 (CI2.1)   -2.160    0.064  -33.947    0.000   -2.160   -2.160
    CI2|t2 (CI2.2)   -1.531    0.041  -37.373    0.000   -1.531   -1.531
    CI2|t3 (CI2.3)   -1.052    0.034  -31.350    0.000   -1.052   -1.052
    CI2|t4 (CI2.4)   -0.536    0.030  -17.933    0.000   -0.536   -0.536
    CI2|t5 (CI2.5)    0.426    0.030   14.400    0.000    0.426    0.426
    CI2|t6 (CI2.6)    1.594    0.044   36.319    0.000    1.594    1.594
    CI3|t1 (CI3.1)   -1.938    0.054  -36.169    0.000   -1.938   -1.938
    CI3|t2 (CI3.2)   -1.223    0.036  -33.638    0.000   -1.223   -1.223
    CI3|t3 (CI3.3)   -0.796    0.032  -24.752    0.000   -0.796   -0.796
    CI3|t4 (CI3.4)   -0.214    0.030   -7.247    0.000   -0.214   -0.214
    CI3|t5 (CI3.5)    0.536    0.031   17.334    0.000    0.536    0.536
    CI3|t6 (CI3.6)    1.385    0.040   34.706    0.000    1.385    1.385
    SS1|t1 (SS1.1)   -1.771    0.048  -36.725    0.000   -1.771   -1.771
    SS1|t2 (SS1.2)   -1.047    0.035  -30.013    0.000   -1.047   -1.047
    SS1|t3 (SS1.3)   -0.520    0.032  -16.467    0.000   -0.520   -0.520
    SS1|t4 (SS1.4)    0.027    0.030    0.902    0.367    0.027    0.027
    SS1|t5 (SS1.5)    0.745    0.033   22.726    0.000    0.745    0.745
    SS1|t6 (SS1.6)    1.618    0.046   35.196    0.000    1.618    1.618
    SS2|t1 (SS2.1)   -1.901    0.052  -36.672    0.000   -1.901   -1.901
    SS2|t2 (SS2.2)   -1.405    0.039  -36.087    0.000   -1.405   -1.405
    SS2|t3 (SS2.3)   -0.914    0.033  -28.012    0.000   -0.914   -0.914
    SS2|t4 (SS2.4)   -0.316    0.030  -10.644    0.000   -0.316   -0.316
    SS2|t5 (SS2.5)    0.295    0.030    9.861    0.000    0.295    0.295
    SS2|t6 (SS2.6)    1.195    0.037   32.511    0.000    1.195    1.195
    SS3|t1 (SS3.1)   -1.716    0.047  -36.233    0.000   -1.716   -1.716
    SS3|t2 (SS3.2)   -0.898    0.035  -25.832    0.000   -0.898   -0.898
    SS3|t3 (SS3.3)   -0.386    0.032  -12.055    0.000   -0.386   -0.386
    SS3|t4 (SS3.4)    0.194    0.032    6.167    0.000    0.194    0.194
    SS3|t5 (SS3.5)    0.838    0.035   24.114    0.000    0.838    0.838
    SS3|t6 (SS3.6)    1.585    0.046   34.516    0.000    1.585    1.585
    SO1|t1 (SO1.1)   -2.090    0.060  -34.757    0.000   -2.090   -2.090
    SO1|t2 (SO1.2)   -1.382    0.038  -36.166    0.000   -1.382   -1.382
    SO1|t3 (SO1.3)   -0.920    0.032  -28.533    0.000   -0.920   -0.920
    SO1|t4 (SO1.4)   -0.230    0.029   -7.941    0.000   -0.230   -0.230
    SO1|t5 (SO1.5)    0.505    0.030   16.854    0.000    0.505    0.505
    SO1|t6 (SO1.6)    1.591    0.044   36.008    0.000    1.591    1.591
    SO2|t1 (SO2.1)   -1.586    0.043  -37.204    0.000   -1.586   -1.586
    SO2|t2 (SO2.2)   -0.881    0.033  -27.001    0.000   -0.881   -0.881
    SO2|t3 (SO2.3)   -0.315    0.030  -10.537    0.000   -0.315   -0.315
    SO2|t4 (SO2.4)    0.201    0.030    6.731    0.000    0.201    0.201
    SO2|t5 (SO2.5)    0.956    0.034   28.024    0.000    0.956    0.956
    SO2|t6 (SO2.6)    1.854    0.053   34.763    0.000    1.854    1.854
    SO3|t1 (SO3.1)   -1.540    0.042  -36.830    0.000   -1.540   -1.540
    SO3|t2 (SO3.2)   -0.783    0.032  -24.449    0.000   -0.783   -0.783
    SO3|t3 (SO3.3)   -0.283    0.030   -9.536    0.000   -0.283   -0.283
    SO3|t4 (SO3.4)    0.368    0.030   12.295    0.000    0.368    0.368
    SO3|t5 (SO3.5)    1.097    0.035   31.082    0.000    1.097    1.097
    SO3|t6 (SO3.6)    2.069    0.063   32.831    0.000    2.069    2.069
    DM1|t1 (DM1.1)   -1.429    0.040  -36.135    0.000   -1.429   -1.429
    DM1|t2 (DM1.2)   -0.716    0.032  -22.709    0.000   -0.716   -0.716
    DM1|t3 (DM1.3)   -0.329    0.030  -10.960    0.000   -0.329   -0.329
    DM1|t4 (DM1.4)    0.469    0.031   15.362    0.000    0.469    0.469
    DM1|t5 (DM1.5)    1.153    0.036   31.737    0.000    1.153    1.153
    DM1|t6 (DM1.6)    1.851    0.053   34.766    0.000    1.851    1.851
    DM2|t1 (DM2.1)   -1.455    0.040  -36.167    0.000   -1.455   -1.455
    DM2|t2 (DM2.2)   -0.750    0.032  -23.099    0.000   -0.750   -0.750
    DM2|t3 (DM2.3)   -0.333    0.031  -10.839    0.000   -0.333   -0.333
    DM2|t4 (DM2.4)    0.125    0.030    4.097    0.000    0.125    0.125
    DM2|t5 (DM2.5)    0.800    0.033   24.112    0.000    0.800    0.800
    DM2|t6 (DM2.6)    1.537    0.044   34.856    0.000    1.537    1.537
    DM3|t1 (DM3.1)   -1.599    0.044  -36.410    0.000   -1.599   -1.599
    DM3|t2 (DM3.2)   -0.874    0.034  -25.961    0.000   -0.874   -0.874
    DM3|t3 (DM3.3)   -0.488    0.032  -15.403    0.000   -0.488   -0.488
    DM3|t4 (DM3.4)   -0.065    0.031   -2.086    0.037   -0.065   -0.065
    DM3|t5 (DM3.5)    0.663    0.033   20.258    0.000    0.663    0.663
    DM3|t6 (DM3.6)    1.493    0.043   34.372    0.000    1.493    1.493
    DP1|t1 (DP1.1)   -1.788    0.048  -36.961    0.000   -1.788   -1.788
    DP1|t2 (DP1.2)   -1.174    0.037  -32.142    0.000   -1.174   -1.174
    DP1|t3 (DP1.3)   -0.789    0.033  -23.857    0.000   -0.789   -0.789
    DP1|t4 (DP1.4)   -0.351    0.031  -11.173    0.000   -0.351   -0.351
    DP1|t5 (DP1.5)    0.491    0.032   15.334    0.000    0.491    0.491
    DP1|t6 (DP1.6)    1.432    0.042   33.803    0.000    1.432    1.432
    DP2|t1 (DP2.1)   -1.617    0.044  -37.016    0.000   -1.617   -1.617
    DP2|t2 (DP2.2)   -0.915    0.034  -27.015    0.000   -0.915   -0.915
    DP2|t3 (DP2.3)   -0.472    0.031  -15.018    0.000   -0.472   -0.472
    DP2|t4 (DP2.4)    0.021    0.031    0.688    0.491    0.021    0.021
    DP2|t5 (DP2.5)    0.709    0.033   21.681    0.000    0.709    0.709
    DP2|t6 (DP2.6)    1.605    0.046   34.949    0.000    1.605    1.605
    DP3|t1 (DP3.1)   -2.129    0.061  -35.034    0.000   -2.129   -2.129
    DP3|t2 (DP3.2)   -1.568    0.041  -37.867    0.000   -1.568   -1.568
    DP3|t3 (DP3.3)   -1.174    0.035  -33.515    0.000   -1.174   -1.174
    DP3|t4 (DP3.4)   -0.540    0.030  -17.940    0.000   -0.540   -0.540
    DP3|t5 (DP3.5)    0.267    0.030    9.028    0.000    0.267    0.267
    DP3|t6 (DP3.6)    1.316    0.038   34.239    0.000    1.316    1.316
    DG1|t1 (DG1.1)   -1.923    0.053  -36.539    0.000   -1.923   -1.923
    DG1|t2 (DG1.2)   -1.210    0.036  -33.938    0.000   -1.210   -1.210
    DG1|t3 (DG1.3)   -0.693    0.031  -22.343    0.000   -0.693   -0.693
    DG1|t4 (DG1.4)   -0.291    0.030   -9.821    0.000   -0.291   -0.291
    DG1|t5 (DG1.5)    0.508    0.031   16.504    0.000    0.508    0.508
    DG1|t6 (DG1.6)    1.355    0.040   34.077    0.000    1.355    1.355
    DG2|t1 (DG2.1)   -2.220    0.068  -32.731    0.000   -2.220   -2.220
    DG2|t2 (DG2.2)   -1.691    0.045  -37.811    0.000   -1.691   -1.691
    DG2|t3 (DG2.3)   -1.310    0.037  -35.319    0.000   -1.310   -1.310
    DG2|t4 (DG2.4)   -0.884    0.032  -27.673    0.000   -0.884   -0.884
    DG2|t5 (DG2.5)   -0.097    0.029   -3.364    0.001   -0.097   -0.097
    DG2|t6 (DG2.6)    0.904    0.033   27.404    0.000    0.904    0.904
    DG3|t1 (DG3.1)   -2.091    0.059  -35.339    0.000   -2.091   -2.091
    DG3|t2 (DG3.2)   -1.501    0.040  -37.403    0.000   -1.501   -1.501
    DG3|t3 (DG3.3)   -1.036    0.033  -31.086    0.000   -1.036   -1.036
    DG3|t4 (DG3.4)   -0.662    0.030  -21.783    0.000   -0.662   -0.662
    DG3|t5 (DG3.5)    0.149    0.029    5.165    0.000    0.149    0.149
    DG3|t6 (DG3.6)    1.030    0.034   30.150    0.000    1.030    1.030

Variances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
   .CG1     (t.1_)    0.264                               0.264    0.264
   .CG2     (t.2_)    0.263                               0.263    0.263
   .CG3     (t.3_)    0.406                               0.406    0.406
   .CI1     (t.4_)    0.209                               0.209    0.209
   .CI2     (t.5_)    0.552                               0.552    0.552
   .CI3     (t.6_)    0.441                               0.441    0.441
   .SS1     (t.7_)    0.378                               0.378    0.378
   .SS2     (t.8_)    0.507                               0.507    0.507
   .SS3     (t.9_)    0.220                               0.220    0.220
   .SO1     (t.10)    0.582                               0.582    0.582
   .SO2     (t.11)    0.462                               0.462    0.462
   .SO3     (t.12)    0.477                               0.477    0.477
   .DM1     (t.13)    0.398                               0.398    0.398
   .DM2     (t.14)    0.297                               0.297    0.297
   .DM3     (t.15)    0.227                               0.227    0.227
   .DP1     (t.16)    0.219                               0.219    0.219
   .DP2     (t.17)    0.287                               0.287    0.287
   .DP3     (t.18)    0.479                               0.479    0.479
   .DG1     (t.19)    0.424                               0.424    0.424
   .DG2     (t.20)    0.511                               0.511    0.511
   .DG3     (t.21)    0.532                               0.532    0.532
    C       (p.1_)    1.000                               1.000    1.000
    S       (p.2_)    1.000                               1.000    1.000
    D       (p.3_)    1.000                               1.000    1.000

Scales y*:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1               1.000                               1.000    1.000
    CG2               1.000                               1.000    1.000
    CG3               1.000                               1.000    1.000
    CI1               1.000                               1.000    1.000
    CI2               1.000                               1.000    1.000
    CI3               1.000                               1.000    1.000
    SS1               1.000                               1.000    1.000
    SS2               1.000                               1.000    1.000
    SS3               1.000                               1.000    1.000
    SO1               1.000                               1.000    1.000
    SO2               1.000                               1.000    1.000
    SO3               1.000                               1.000    1.000
    DM1               1.000                               1.000    1.000
    DM2               1.000                               1.000    1.000
    DM3               1.000                               1.000    1.000
    DP1               1.000                               1.000    1.000
    DP2               1.000                               1.000    1.000
    DP3               1.000                               1.000    1.000
    DG1               1.000                               1.000    1.000
    DG2               1.000                               1.000    1.000
    DG3               1.000                               1.000    1.000


Group 2 [2]:

Latent Variables:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C =~                                                                  
    CG1     (l.1_)    0.858    0.007  120.472    0.000    0.894    0.894
    CG2     (l.2_)    0.859    0.007  121.596    0.000    0.895    0.895
    CG3     (l.3_)    0.771    0.009   89.688    0.000    0.803    0.803
    CI1     (l.4_)    0.890    0.007  125.993    0.000    0.927    0.927
    CI2     (l.5_)    0.669    0.012   55.502    0.000    0.697    0.697
    CI3     (l.6_)    0.748    0.010   74.697    0.000    0.779    0.779
  S =~                                                                  
    SS1     (l.7_)    0.788    0.010   80.928    0.000    0.810    0.810
    SS2     (l.8_)    0.702    0.012   60.147    0.000    0.721    0.721
    SS3     (l.9_)    0.883    0.009   96.956    0.000    0.907    0.907
    SO1     (l.10)    0.647    0.013   51.619    0.000    0.664    0.664
    SO2     (l.11)    0.733    0.011   69.041    0.000    0.753    0.753
    SO3     (l.12)    0.723    0.011   65.532    0.000    0.742    0.742
  D =~                                                                  
    DM1     (l.13)    0.776    0.009   89.084    0.000    0.804    0.804
    DM2     (l.14)    0.838    0.007  116.983    0.000    0.869    0.869
    DM3     (l.15)    0.879    0.006  138.169    0.000    0.911    0.911
    DP1     (l.16)    0.884    0.006  141.693    0.000    0.916    0.916
    DP2     (l.17)    0.844    0.007  118.983    0.000    0.875    0.875
    DP3     (l.18)    0.722    0.010   75.894    0.000    0.748    0.748
    DG1     (l.19)    0.759    0.009   85.451    0.000    0.787    0.787
    DG2     (l.20)    0.699    0.010   67.345    0.000    0.725    0.725
    DG3     (l.21)    0.684    0.010   65.559    0.000    0.709    0.709

Covariances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
  C ~~                                                                  
    S       (p.2_)    0.812    0.023   35.215    0.000    0.758    0.758
    D      (p.3_1)    0.820    0.020   39.991    0.000    0.759    0.759
  S ~~                                                                  
    D      (p.3_2)    0.882    0.023   38.924    0.000    0.828    0.828

Intercepts:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
   .CG1     (nu.1)    0.000                               0.000    0.000
   .CG2     (nu.2)    0.000                               0.000    0.000
   .CG3     (nu.3)    0.000                               0.000    0.000
   .CI1     (nu.4)    0.000                               0.000    0.000
   .CI2     (nu.5)    0.000                               0.000    0.000
   .CI3     (nu.6)    0.000                               0.000    0.000
   .SS1     (nu.7)    0.000                               0.000    0.000
   .SS2     (nu.8)    0.000                               0.000    0.000
   .SS3     (nu.9)    0.000                               0.000    0.000
   .SO1     (n.10)    0.000                               0.000    0.000
   .SO2     (n.11)    0.000                               0.000    0.000
   .SO3     (n.12)    0.000                               0.000    0.000
   .DM1     (n.13)    0.000                               0.000    0.000
   .DM2     (n.14)    0.000                               0.000    0.000
   .DM3     (n.15)    0.000                               0.000    0.000
   .DP1     (n.16)    0.000                               0.000    0.000
   .DP2     (n.17)    0.000                               0.000    0.000
   .DP3     (n.18)    0.000                               0.000    0.000
   .DG1     (n.19)    0.000                               0.000    0.000
   .DG2     (n.20)    0.000                               0.000    0.000
   .DG3     (n.21)    0.000                               0.000    0.000
    C       (a.1.)   -0.090    0.042   -2.142    0.032   -0.087   -0.087
    S       (a.2.)   -0.108    0.043   -2.509    0.012   -0.106   -0.106
    D       (a.3.)   -0.124    0.041   -2.986    0.003   -0.119   -0.119

Thresholds:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1|t1 (CG1.1)   -1.359    0.039  -34.468    0.000   -1.359   -1.359
    CG1|t2 (CG1.2)   -0.573    0.032  -17.782    0.000   -0.573   -0.573
    CG1|t3 (CG1.3)   -0.244    0.031   -7.857    0.000   -0.244   -0.244
    CG1|t4 (CG1.4)    0.344    0.031   10.979    0.000    0.344    0.344
    CG1|t5 (CG1.5)    1.015    0.036   28.572    0.000    1.015    1.015
    CG1|t6 (CG1.6)    1.761    0.051   34.839    0.000    1.761    1.761
    CG2|t1 (CG2.1)   -1.420    0.040  -35.214    0.000   -1.420   -1.420
    CG2|t2 (CG2.2)   -0.616    0.032  -19.222    0.000   -0.616   -0.616
    CG2|t3 (CG2.3)   -0.254    0.031   -8.177    0.000   -0.254   -0.254
    CG2|t4 (CG2.4)    0.357    0.031   11.388    0.000    0.357    0.357
    CG2|t5 (CG2.5)    1.059    0.036   29.497    0.000    1.059    1.059
    CG2|t6 (CG2.6)    1.788    0.051   34.791    0.000    1.788    1.788
    CG3|t1 (CG3.1)   -1.838    0.050  -36.405    0.000   -1.838   -1.838
    CG3|t2 (CG3.2)   -1.085    0.035  -31.239    0.000   -1.085   -1.085
    CG3|t3 (CG3.3)   -0.709    0.032  -22.411    0.000   -0.709   -0.709
    CG3|t4 (CG3.4)   -0.146    0.030   -4.896    0.000   -0.146   -0.146
    CG3|t5 (CG3.5)    0.689    0.032   21.635    0.000    0.689    0.689
    CG3|t6 (CG3.6)    1.574    0.044   35.526    0.000    1.574    1.574
    CI1|t1 (CI1.1)   -1.520    0.042  -35.833    0.000   -1.520   -1.520
    CI1|t2 (CI1.2)   -0.822    0.034  -24.450    0.000   -0.822   -0.822
    CI1|t3 (CI1.3)   -0.396    0.032  -12.476    0.000   -0.396   -0.396
    CI1|t4 (CI1.4)    0.138    0.031    4.425    0.000    0.138    0.138
    CI1|t5 (CI1.5)    0.805    0.034   23.708    0.000    0.805    0.805
    CI1|t6 (CI1.6)    1.661    0.048   34.939    0.000    1.661    1.661
    CI2|t1 (CI2.1)   -2.160    0.064  -33.947    0.000   -2.160   -2.160
    CI2|t2 (CI2.2)   -1.531    0.041  -37.373    0.000   -1.531   -1.531
    CI2|t3 (CI2.3)   -1.052    0.034  -31.350    0.000   -1.052   -1.052
    CI2|t4 (CI2.4)   -0.536    0.030  -17.933    0.000   -0.536   -0.536
    CI2|t5 (CI2.5)    0.426    0.030   14.400    0.000    0.426    0.426
    CI2|t6 (CI2.6)    1.594    0.044   36.319    0.000    1.594    1.594
    CI3|t1 (CI3.1)   -1.938    0.054  -36.169    0.000   -1.938   -1.938
    CI3|t2 (CI3.2)   -1.223    0.036  -33.638    0.000   -1.223   -1.223
    CI3|t3 (CI3.3)   -0.796    0.032  -24.752    0.000   -0.796   -0.796
    CI3|t4 (CI3.4)   -0.214    0.030   -7.247    0.000   -0.214   -0.214
    CI3|t5 (CI3.5)    0.536    0.031   17.334    0.000    0.536    0.536
    CI3|t6 (CI3.6)    1.385    0.040   34.706    0.000    1.385    1.385
    SS1|t1 (SS1.1)   -1.771    0.048  -36.725    0.000   -1.771   -1.771
    SS1|t2 (SS1.2)   -1.047    0.035  -30.013    0.000   -1.047   -1.047
    SS1|t3 (SS1.3)   -0.520    0.032  -16.467    0.000   -0.520   -0.520
    SS1|t4 (SS1.4)    0.027    0.030    0.902    0.367    0.027    0.027
    SS1|t5 (SS1.5)    0.745    0.033   22.726    0.000    0.745    0.745
    SS1|t6 (SS1.6)    1.618    0.046   35.196    0.000    1.618    1.618
    SS2|t1 (SS2.1)   -1.901    0.052  -36.672    0.000   -1.901   -1.901
    SS2|t2 (SS2.2)   -1.405    0.039  -36.087    0.000   -1.405   -1.405
    SS2|t3 (SS2.3)   -0.914    0.033  -28.012    0.000   -0.914   -0.914
    SS2|t4 (SS2.4)   -0.316    0.030  -10.644    0.000   -0.316   -0.316
    SS2|t5 (SS2.5)    0.295    0.030    9.861    0.000    0.295    0.295
    SS2|t6 (SS2.6)    1.195    0.037   32.511    0.000    1.195    1.195
    SS3|t1 (SS3.1)   -1.716    0.047  -36.233    0.000   -1.716   -1.716
    SS3|t2 (SS3.2)   -0.898    0.035  -25.832    0.000   -0.898   -0.898
    SS3|t3 (SS3.3)   -0.386    0.032  -12.055    0.000   -0.386   -0.386
    SS3|t4 (SS3.4)    0.194    0.032    6.167    0.000    0.194    0.194
    SS3|t5 (SS3.5)    0.838    0.035   24.114    0.000    0.838    0.838
    SS3|t6 (SS3.6)    1.585    0.046   34.516    0.000    1.585    1.585
    SO1|t1 (SO1.1)   -2.090    0.060  -34.757    0.000   -2.090   -2.090
    SO1|t2 (SO1.2)   -1.382    0.038  -36.166    0.000   -1.382   -1.382
    SO1|t3 (SO1.3)   -0.920    0.032  -28.533    0.000   -0.920   -0.920
    SO1|t4 (SO1.4)   -0.230    0.029   -7.941    0.000   -0.230   -0.230
    SO1|t5 (SO1.5)    0.505    0.030   16.854    0.000    0.505    0.505
    SO1|t6 (SO1.6)    1.591    0.044   36.008    0.000    1.591    1.591
    SO2|t1 (SO2.1)   -1.586    0.043  -37.204    0.000   -1.586   -1.586
    SO2|t2 (SO2.2)   -0.881    0.033  -27.001    0.000   -0.881   -0.881
    SO2|t3 (SO2.3)   -0.315    0.030  -10.537    0.000   -0.315   -0.315
    SO2|t4 (SO2.4)    0.201    0.030    6.731    0.000    0.201    0.201
    SO2|t5 (SO2.5)    0.956    0.034   28.024    0.000    0.956    0.956
    SO2|t6 (SO2.6)    1.854    0.053   34.763    0.000    1.854    1.854
    SO3|t1 (SO3.1)   -1.540    0.042  -36.830    0.000   -1.540   -1.540
    SO3|t2 (SO3.2)   -0.783    0.032  -24.449    0.000   -0.783   -0.783
    SO3|t3 (SO3.3)   -0.283    0.030   -9.536    0.000   -0.283   -0.283
    SO3|t4 (SO3.4)    0.368    0.030   12.295    0.000    0.368    0.368
    SO3|t5 (SO3.5)    1.097    0.035   31.082    0.000    1.097    1.097
    SO3|t6 (SO3.6)    2.069    0.063   32.831    0.000    2.069    2.069
    DM1|t1 (DM1.1)   -1.429    0.040  -36.135    0.000   -1.429   -1.429
    DM1|t2 (DM1.2)   -0.716    0.032  -22.709    0.000   -0.716   -0.716
    DM1|t3 (DM1.3)   -0.329    0.030  -10.960    0.000   -0.329   -0.329
    DM1|t4 (DM1.4)    0.469    0.031   15.362    0.000    0.469    0.469
    DM1|t5 (DM1.5)    1.153    0.036   31.737    0.000    1.153    1.153
    DM1|t6 (DM1.6)    1.851    0.053   34.766    0.000    1.851    1.851
    DM2|t1 (DM2.1)   -1.455    0.040  -36.167    0.000   -1.455   -1.455
    DM2|t2 (DM2.2)   -0.750    0.032  -23.099    0.000   -0.750   -0.750
    DM2|t3 (DM2.3)   -0.333    0.031  -10.839    0.000   -0.333   -0.333
    DM2|t4 (DM2.4)    0.125    0.030    4.097    0.000    0.125    0.125
    DM2|t5 (DM2.5)    0.800    0.033   24.112    0.000    0.800    0.800
    DM2|t6 (DM2.6)    1.537    0.044   34.856    0.000    1.537    1.537
    DM3|t1 (DM3.1)   -1.599    0.044  -36.410    0.000   -1.599   -1.599
    DM3|t2 (DM3.2)   -0.874    0.034  -25.961    0.000   -0.874   -0.874
    DM3|t3 (DM3.3)   -0.488    0.032  -15.403    0.000   -0.488   -0.488
    DM3|t4 (DM3.4)   -0.065    0.031   -2.086    0.037   -0.065   -0.065
    DM3|t5 (DM3.5)    0.663    0.033   20.258    0.000    0.663    0.663
    DM3|t6 (DM3.6)    1.493    0.043   34.372    0.000    1.493    1.493
    DP1|t1 (DP1.1)   -1.788    0.048  -36.961    0.000   -1.788   -1.788
    DP1|t2 (DP1.2)   -1.174    0.037  -32.142    0.000   -1.174   -1.174
    DP1|t3 (DP1.3)   -0.789    0.033  -23.857    0.000   -0.789   -0.789
    DP1|t4 (DP1.4)   -0.351    0.031  -11.173    0.000   -0.351   -0.351
    DP1|t5 (DP1.5)    0.491    0.032   15.334    0.000    0.491    0.491
    DP1|t6 (DP1.6)    1.432    0.042   33.803    0.000    1.432    1.432
    DP2|t1 (DP2.1)   -1.617    0.044  -37.016    0.000   -1.617   -1.617
    DP2|t2 (DP2.2)   -0.915    0.034  -27.015    0.000   -0.915   -0.915
    DP2|t3 (DP2.3)   -0.472    0.031  -15.018    0.000   -0.472   -0.472
    DP2|t4 (DP2.4)    0.021    0.031    0.688    0.491    0.021    0.021
    DP2|t5 (DP2.5)    0.709    0.033   21.681    0.000    0.709    0.709
    DP2|t6 (DP2.6)    1.605    0.046   34.949    0.000    1.605    1.605
    DP3|t1 (DP3.1)   -2.129    0.061  -35.034    0.000   -2.129   -2.129
    DP3|t2 (DP3.2)   -1.568    0.041  -37.867    0.000   -1.568   -1.568
    DP3|t3 (DP3.3)   -1.174    0.035  -33.515    0.000   -1.174   -1.174
    DP3|t4 (DP3.4)   -0.540    0.030  -17.940    0.000   -0.540   -0.540
    DP3|t5 (DP3.5)    0.267    0.030    9.028    0.000    0.267    0.267
    DP3|t6 (DP3.6)    1.316    0.038   34.239    0.000    1.316    1.316
    DG1|t1 (DG1.1)   -1.923    0.053  -36.539    0.000   -1.923   -1.923
    DG1|t2 (DG1.2)   -1.210    0.036  -33.938    0.000   -1.210   -1.210
    DG1|t3 (DG1.3)   -0.693    0.031  -22.343    0.000   -0.693   -0.693
    DG1|t4 (DG1.4)   -0.291    0.030   -9.821    0.000   -0.291   -0.291
    DG1|t5 (DG1.5)    0.508    0.031   16.504    0.000    0.508    0.508
    DG1|t6 (DG1.6)    1.355    0.040   34.077    0.000    1.355    1.355
    DG2|t1 (DG2.1)   -2.220    0.068  -32.731    0.000   -2.220   -2.220
    DG2|t2 (DG2.2)   -1.691    0.045  -37.811    0.000   -1.691   -1.691
    DG2|t3 (DG2.3)   -1.310    0.037  -35.319    0.000   -1.310   -1.310
    DG2|t4 (DG2.4)   -0.884    0.032  -27.673    0.000   -0.884   -0.884
    DG2|t5 (DG2.5)   -0.097    0.029   -3.364    0.001   -0.097   -0.097
    DG2|t6 (DG2.6)    0.904    0.033   27.404    0.000    0.904    0.904
    DG3|t1 (DG3.1)   -2.091    0.059  -35.339    0.000   -2.091   -2.091
    DG3|t2 (DG3.2)   -1.501    0.040  -37.403    0.000   -1.501   -1.501
    DG3|t3 (DG3.3)   -1.036    0.033  -31.086    0.000   -1.036   -1.036
    DG3|t4 (DG3.4)   -0.662    0.030  -21.783    0.000   -0.662   -0.662
    DG3|t5 (DG3.5)    0.149    0.029    5.165    0.000    0.149    0.149
    DG3|t6 (DG3.6)    1.030    0.034   30.150    0.000    1.030    1.030

Variances:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
   .CG1     (t.1_)    0.201                               0.201    0.201
   .CG2     (t.2_)    0.199                               0.199    0.199
   .CG3     (t.3_)    0.355                               0.355    0.355
   .CI1     (t.4_)    0.141                               0.141    0.141
   .CI2     (t.5_)    0.514                               0.514    0.514
   .CI3     (t.6_)    0.392                               0.392    0.392
   .SS1     (t.7_)    0.345                               0.345    0.345
   .SS2     (t.8_)    0.480                               0.480    0.480
   .SS3     (t.9_)    0.178                               0.178    0.178
   .SO1     (t.10)    0.559                               0.559    0.559
   .SO2     (t.11)    0.433                               0.433    0.433
   .SO3     (t.12)    0.449                               0.449    0.449
   .DM1     (t.13)    0.353                               0.353    0.353
   .DM2     (t.14)    0.245                               0.245    0.245
   .DM3     (t.15)    0.170                               0.170    0.170
   .DP1     (t.16)    0.161                               0.161    0.161
   .DP2     (t.17)    0.234                               0.234    0.234
   .DP3     (t.18)    0.440                               0.440    0.440
   .DG1     (t.19)    0.381                               0.381    0.381
   .DG2     (t.20)    0.475                               0.475    0.475
   .DG3     (t.21)    0.497                               0.497    0.497
    C       (p.1_)    1.086    0.019   56.312    0.000    1.000    1.000
    S       (p.2_)    1.055    0.028   37.512    0.000    1.000    1.000
    D       (p.3_)    1.075    0.019   55.571    0.000    1.000    1.000

Scales y*:
                   Estimate  Std.Err  z-value  P(>|z|)   Std.lv  Std.all
    CG1               1.000                               1.000    1.000
    CG2               1.000                               1.000    1.000
    CG3               1.000                               1.000    1.000
    CI1               1.000                               1.000    1.000
    CI2               1.000                               1.000    1.000
    CI3               1.000                               1.000    1.000
    SS1               1.000                               1.000    1.000
    SS2               1.000                               1.000    1.000
    SS3               1.000                               1.000    1.000
    SO1               1.000                               1.000    1.000
    SO2               1.000                               1.000    1.000
    SO3               1.000                               1.000    1.000
    DM1               1.000                               1.000    1.000
    DM2               1.000                               1.000    1.000
    DM3               1.000                               1.000    1.000
    DP1               1.000                               1.000    1.000
    DP2               1.000                               1.000    1.000
    DP3               1.000                               1.000    1.000
    DG1               1.000                               1.000    1.000
    DG2               1.000                               1.000    1.000
    DG3               1.000                               1.000    1.000
## test equivalence of residual variance
lavTestLRT(fit.lrintercept, fit.lrvariance, method = "satorra.bentler.2010")
Scaled Chi-Squared Difference Test (method = "satorra.bentler.2010")

lavaan NOTE:
    The "Chisq" column contains standard test statistics, not the
    robust test that should be reported per model. A robust difference
    test is a function of two standard (not robust) statistics.
 
                 Df AIC BIC  Chisq Chisq diff Df diff Pr(>Chisq)
fit.lrintercept 492         6825.2                              
fit.lrvariance  513         6911.9     12.825      21     0.9146

Wrap-Up Summary Information

fit.comp.wide <- compareFit(fit.config.wide, fit.threshold.wide, fit.loading.wide,
    fit.lrintercept.wide, fit.lrvariance.wide, argsLRT = list(method = "satorra.bentler.2010"))
summary(fit.comp.wide)
################### Nested Model Comparison #########################
Scaled Chi-Squared Difference Test (method = "satorra.bentler.2010")

lavaan NOTE:
    The "Chisq" column contains standard test statistics, not the
    robust test that should be reported per model. A robust difference
    test is a function of two standard (not robust) statistics.
 
                      Df AIC BIC  Chisq Chisq diff Df diff Pr(>Chisq)
fit.config.wide      783         8243.4                              
fit.threshold.wide   867         8287.8     53.760      84     0.9958
fit.loading.wide     885         8318.1     11.374      18     0.8778
fit.lrintercept.wide 903         8340.8     15.233      18     0.6459
fit.lrvariance.wide  924         8487.8     14.555      21     0.8446

####################### Model Fit Indices ###########################
                     chisq.scaled df.scaled pvalue.scaled rmsea.scaled
fit.config.wide         8515.927        783          .000        .089 
fit.threshold.wide      8753.807        867          .000        .086 
fit.loading.wide        8590.830        885          .000        .084 
fit.lrintercept.wide    8546.147        903          .000        .083 
fit.lrvariance.wide     7368.276†       924          .000        .075†
                     cfi.scaled tli.scaled  srmr
fit.config.wide           .914       .905  .056 
fit.threshold.wide        .912       .913  .056†
fit.loading.wide          .914       .916  .056 
fit.lrintercept.wide      .915       .919  .056 
fit.lrvariance.wide       .928†      .933† .057 

################## Differences in Fit Indices #######################
                                           df.scaled rmsea.scaled cfi.scaled
fit.threshold.wide - fit.config.wide              84       -0.004     -0.002
fit.loading.wide - fit.threshold.wide             18       -0.002      0.002
fit.lrintercept.wide - fit.loading.wide           18       -0.001      0.001
fit.lrvariance.wide - fit.lrintercept.wide        21       -0.008      0.013
                                           tli.scaled  srmr
fit.threshold.wide - fit.config.wide            0.007 0.000
fit.loading.wide - fit.threshold.wide           0.004 0.000
fit.lrintercept.wide - fit.loading.wide         0.002 0.000
fit.lrvariance.wide - fit.lrintercept.wide      0.014 0.001
fit.comp <- compareFit(fit.config, fit.threshold, fit.loading, fit.lrintercept, fit.lrvariance,
    argsLRT = list(method = "satorra.bentler.2010"))
summary(fit.comp)
################### Nested Model Comparison #########################
Scaled Chi-Squared Difference Test (method = "satorra.bentler.2010")

lavaan NOTE:
    The "Chisq" column contains standard test statistics, not the
    robust test that should be reported per model. A robust difference
    test is a function of two standard (not robust) statistics.
 
                 Df AIC BIC  Chisq Chisq diff Df diff Pr(>Chisq)
fit.config      372         6733.1                              
fit.threshold   456         6777.5     72.075      84     0.8200
fit.loading     474         6802.8     12.151      18     0.8394
fit.lrintercept 492         6825.2     15.773      18     0.6084
fit.lrvariance  513         6911.9     12.825      21     0.9146

####################### Model Fit Indices ###########################
                chisq.scaled df.scaled pvalue.scaled rmsea.scaled cfi.scaled
fit.config         9501.703        372          .000        .141       .914 
fit.threshold      9830.667        456          .000        .129       .911 
fit.loading        9271.871        474          .000        .123       .917 
fit.lrintercept    9012.141        492          .000        .118       .920 
fit.lrvariance     7011.123†       513          .000        .101†      .939†
                tli.scaled  srmr
fit.config           .903  .067 
fit.threshold        .918  .067 
fit.loading          .926  .067 
fit.lrintercept      .931  .067†
fit.lrvariance       .950† .068 

################## Differences in Fit Indices #######################
                                 df.scaled rmsea.scaled cfi.scaled tli.scaled
fit.threshold - fit.config              84       -0.012     -0.002      0.016
fit.loading - fit.threshold             18       -0.006      0.005      0.008
fit.lrintercept - fit.loading           18       -0.004      0.003      0.005
fit.lrvariance - fit.lrintercept        21       -0.017      0.019      0.018
                                  srmr
fit.threshold - fit.config       0.000
fit.loading - fit.threshold      0.000
fit.lrintercept - fit.loading    0.000
fit.lrvariance - fit.lrintercept 0.001