Mplus VERSION 8.6
MUTHEN & MUTHEN
04/08/2021 11:01 PM
OUTPUT SECTIONS
INPUT INSTRUCTIONS
TITLE: Multilevel AR(1) for NA with unpleasantness of events as predictor
At the within level, per phase:
- random means
- random autoregressions (phi)
- random slopes (beta)
- random residual variance (psi)
At the between level model the change in each of these as a function:
- time (intercept)
- group (treatment)
DATA: file is ChapterData1.dat;
VARIABLE:
NAMES = ID prepost TimeHours U2P PA NA PEx NEx
pa_pre na_pre U2P_pre PEx_pre NEx_pre
pa_post na_post U2P_post PEx_post NEx_post
ham_pre ham_post group;
CLUSTER = ID;
USEVAR = na_pre na_post group ue_pre ue_post;
BETWEEN = group;
LAGGED = na_pre(1) na_post(1);
TINTERVAL = TimeHours(1);
MISSING = ALL(-999);
DEFINE: ue_pre = -1*U2P_pre;
ue_post = -1*U2P_post;
ANALYSIS: TYPE = TWOLEVEL RANDOM;
ESTIMATOR = BAYES;
PROC = 2;
BITER = (3000);
BSEED = 8386;
THIN = 5;
MODEL:
%WITHIN%
phi_pre | na_pre ON na_pre&1;
beta_pre | na_pre ON ue_pre;
psi_pre | na_pre;
phi_post | na_post ON na_post&1;
beta_post | na_post ON ue_post;
psi_post | na_post;
!na_pre ue_pre WITH na_post@0 ue_post@0; ! NOT ALLOWED WHEN THERE IS RANDOM VARIANCE
ue_pre WITH ue_post@0;
%BETWEEN%
na_pre ue_pre phi_pre beta_pre psi_pre ON group;
na_post ON na_pre@1 group;
ue_post ON ue_pre@1 group;
phi_post ON phi_pre@1 group;
beta_post ON beta_pre@1 group;
psi_post ON psi_pre@1 group;
OUTPUT: TECH1 TECH8 STDYX FSCOMPARISON;
PLOT: TYPE = PLOT3;
FACTOR = ALL(500);
*** WARNING in VARIABLE command
Note that only the first 8 characters of variable names are used in the output.
Shorten variable names to avoid any confusion.
*** WARNING in PLOT command
Note that only the first 8 characters of variable names are used in plots.
If variable names are not unique within the first 8 characters, problems
may occur.
*** WARNING
Data set contains cases with missing on x-variables converted to dependent variables.
The autocorrelation of these variables should be included in the model and the variables
added to the LAGGED option. The following converted x-variable(s) have cases with missing:
UE_PRE (48569 cases with missing data)
UE_POST (49051 cases with missing data)
*** WARNING
One or more individual-level variables have no variation within a
cluster for the following clusters.
Variable Cluster IDs with no within-cluster variation
NA_POST 122 69 107 46 143 88 121 28 119 33
UE_POST 122 69 107 46 143 88 121 28 119 33
4 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS
Multilevel AR(1) for NA with unpleasantness of events as predictor
At the within level, per phase:
- random means
- random autoregressions (phi)
- random slopes (beta)
- random residual variance (psi)
At the between level model the change in each of these as a function:
- time (intercept)
- group (treatment)
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 54567
Number of dependent variables 4
Number of independent variables 3
Number of continuous latent variables 6
Observed dependent variables
Continuous
NA_PRE NA_POST UE_PRE UE_POST
Observed independent variables
GROUP NA_PRE&1 NA_POST&
Continuous latent variables
PHI_PRE BETA_PRE PSI_PRE PHI_POST BETA_POS PSI_POST
Variables with special functions
Cluster variable ID
Within variables
NA_PRE&1 NA_POST&
Between variables
GROUP
Estimator BAYES
Specifications for Bayesian Estimation
Point estimate MEDIAN
Number of Markov chain Monte Carlo (MCMC) chains 2
Random seed for the first chain 8386
Starting value information UNPERTURBED
Algorithm used for Markov chain Monte Carlo GIBBS(PX1)
Convergence criterion 0.500D-01
Maximum number of iterations 50000
K-th iteration used for thinning 5
Specifications for Bayes Factor Score Estimation
Number of imputed data sets 500
Iteration intervals for thinning 1
Input data file(s)
ChapterData1.dat
Input data format FREE
SUMMARY OF DATA
Number of clusters 129
Size (s) Cluster ID with Size s
103 122
129 69
130 107
131 46
132 143
133 88
134 121 28 119
254 33
420 117
431 45
434 135
438 58 110 72 62
439 21 37 125 130 64 94
440 30 124 51 17 95 139 104
441 115 5 73 82 24 27 38 128 98 41 66 1
442 83 85 10 7 129 79 26 137 120 102
443 43 86 13 90 91 16 47 8 52 54 105 56 57 31 116 32 63
20 36 9 123 70 71 126 4 39 40 134 80 136 81 138 12 42
144
444 103 50 2 106 18 109 53 112 113 76 78 29 118 55 3 14
22 84 59 60 61 127 15 34 92 131 35 11 97 68 99 100 141
101 48
460 108
461 140
490 49
504 114
558 19
585 44
587 23
SUMMARY OF MISSING DATA PATTERNS
Number of missing data patterns 15
MISSING DATA PATTERNS (x = not missing)
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
NA_PRE x x x x x
NA_POST x x x x x
UE_PRE x x x x
UE_POST x x x x x
NA_PRE&1 x x x x
NA_POST& x x x x x
GROUP x x x x x x x x x x x x x x x
MISSING DATA PATTERN FREQUENCIES
Pattern Frequency Pattern Frequency Pattern Frequency
1 0 6 99 11 63
2 3388 7 73 12 52
3 2606 8 3178 13 3
4 3477 9 3119 14 4
5 36170 10 2331 15 4
COVARIANCE COVERAGE OF DATA
Minimum covariance coverage value 0.100
PROPORTION OF DATA PRESENT
Covariance Coverage
NA_PRE NA_POST UE_PRE UE_POST GROUP
________ ________ ________ ________ ________
NA_PRE 0.113
NA_POST 0.000 0.103
UE_PRE 0.110 0.000 0.110
UE_POST 0.000 0.101 0.000 0.101
GROUP 0.113 0.103 0.110 0.101 1.000
UNIVARIATE SAMPLE STATISTICS
UNIVARIATE HIGHER-ORDER MOMENT DESCRIPTIVE STATISTICS
Variable/ Mean/ Skewness/ Minimum/ % with Percentiles
Sample Size Variance Kurtosis Maximum Min/Max 20%/60% 40%/80% Median
NA_PRE 2.048 1.291 1.000 20.73% 1.000 1.430 1.710
6166.000 1.197 1.382 7.000 0.08% 2.000 2.860
NA_POST 1.868 1.474 1.000 27.81% 1.000 1.290 1.570
5624.000 1.021 1.915 6.710 0.02% 1.710 2.570
UE_PRE -1.247 1.014 -3.000 28.36% -3.000 -2.000 -2.000
5998.000 3.104 0.082 3.000 5.94% -1.000 0.000
UE_POST -1.456 1.228 -3.000 29.66% -3.000 -2.000 -2.000
5516.000 2.591 0.853 4.000 0.02% -2.000 0.000
GROUP 0.488 0.047 0.000 51.16% 0.000 0.000 0.000
129.000 0.250 -1.998 1.000 48.84% 1.000 1.000
WARNING: PROBLEMS OCCURRED IN SEVERAL ITERATIONS IN THE COMPUTATION OF THE STANDARDIZED ESTIMATES FOR SEVERAL
CLUSTERS. THIS IS MOST LIKELY DUE TO AR COEFFICIENTS GREATER THAN 1 OR PARAMETERS GIVING NON-STATIONARY MODELS.
SUCH POSTERIOR DRAWS ARE REMOVED. THE FOLLOWING CLUSTERS HAD SUCH PROBLEMS:
122 107 46 121 28 119 33 110 64 39 134
THE MODEL ESTIMATION TERMINATED NORMALLY
USE THE FBITERATIONS OPTION TO INCREASE THE NUMBER OF ITERATIONS BY A FACTOR
OF AT LEAST TWO TO CHECK CONVERGENCE AND THAT THE PSR VALUE DOES NOT INCREASE.
MODEL FIT INFORMATION
Number of Free Parameters 33
Information Criteria
Deviance (DIC) 753165.170
Estimated Number of Parameters (pD) 182196.500
MODEL RESULTS
Posterior One-Tailed 95% C.I.
Estimate S.D. P-Value Lower 2.5% Upper 2.5% Significance
Within Level
UE_PRE WITH
UE_POST 0.000 0.000 1.000 0.000 0.000
Variances
UE_PRE 2.838 0.053 0.000 2.734 2.942 *
UE_POST 2.253 0.042 0.000 2.174 2.342 *
Between Level
PHI_POST ON
PHI_PRE 1.000 0.000 0.000 1.000 1.000
BETA_POST ON
BETA_PRE 1.000 0.000 0.000 1.000 1.000
PSI_POST ON
PSI_PRE 1.000 0.000 0.000 1.000 1.000
PHI_PRE ON
GROUP 0.079 0.041 0.030 -0.005 0.159
BETA_PRE ON
GROUP -0.013 0.015 0.195 -0.042 0.016
PSI_PRE ON
GROUP 0.010 0.170 0.472 -0.312 0.351
PHI_POST ON
GROUP -0.132 0.060 0.018 -0.247 -0.007 *
BETA_POST ON
GROUP 0.018 0.019 0.165 -0.019 0.054
PSI_POST ON
GROUP -0.240 0.172 0.083 -0.574 0.116
NA_PRE ON
GROUP -0.028 0.126 0.415 -0.278 0.219
UE_PRE ON
GROUP 0.095 0.106 0.195 -0.112 0.300
NA_POST ON
NA_PRE 1.000 0.000 0.000 1.000 1.000
GROUP -0.286 0.098 0.002 -0.480 -0.096 *
UE_POST ON
UE_PRE 1.000 0.000 0.000 1.000 1.000
GROUP -0.264 0.081 0.001 -0.421 -0.106 *
UE_POST WITH
NA_POST 0.079 0.025 0.000 0.038 0.133 *
Intercepts
NA_PRE 2.025 0.088 0.000 1.847 2.198 *
NA_POST 0.023 0.067 0.364 -0.107 0.157
UE_PRE -1.301 0.073 0.000 -1.445 -1.162 *
UE_POST -0.085 0.056 0.066 -0.196 0.029
PHI_PRE 0.451 0.030 0.000 0.392 0.508 *
BETA_PRE 0.116 0.011 0.000 0.096 0.137 *
PSI_PRE -1.163 0.118 0.000 -1.394 -0.931 *
PHI_POST -0.044 0.042 0.148 -0.130 0.037
BETA_POST -0.012 0.013 0.173 -0.037 0.013
PSI_POST -0.267 0.120 0.016 -0.508 -0.029 *
Residual Variances
NA_PRE 0.468 0.068 0.000 0.359 0.623 *
NA_POST 0.229 0.043 0.000 0.161 0.325 *
UE_PRE 0.276 0.042 0.000 0.209 0.371 *
UE_POST 0.091 0.026 0.000 0.051 0.149 *
PHI_PRE 0.034 0.006 0.000 0.023 0.049 *
BETA_PRE 0.004 0.001 0.000 0.002 0.006 *
PSI_PRE 0.841 0.116 0.000 0.650 1.107 *
PHI_POST 0.061 0.014 0.000 0.039 0.093 *
BETA_POST 0.004 0.001 0.000 0.002 0.007 *
PSI_POST 0.767 0.124 0.000 0.569 1.066 *
STANDARDIZED MODEL RESULTS
STDYX Standardization
Posterior One-Tailed 95% C.I.
Estimate S.D. P-Value Lower 2.5% Upper 2.5% Significance
Within-Level Standardized Estimates Averaged Over Clusters
PHI_PRE | NA_PRE ON
NA_PRE&1 0.490 0.013 0.000 0.465 0.515 *
BETA_PRE | NA_PRE ON
UE_PRE 0.251 0.012 0.000 0.226 0.275 *
PHI_POST | NA_POST ON
NA_POST&1 0.384 0.018 0.000 0.348 0.419 *
BETA_POST | NA_POST ON
UE_POST 0.247 0.013 0.000 0.223 0.274 *
UE_PRE WITH
UE_POST 0.000 0.000 1.000 0.000 0.000
PSI_PRE |
NA_PRE 0.645 0.012 0.000 0.621 0.668 *
PSI_POST |
NA_POST 0.687 0.013 0.000 0.663 0.712 *
Variances
UE_PRE 1.000 0.000 0.000 1.000 1.000
UE_POST 1.000 0.000 0.000 1.000 1.000
Between Level
PHI_POST ON
PHI_PRE 0.605 0.052 0.000 0.505 0.707 *
BETA_POST ON
BETA_PRE 0.699 0.070 0.000 0.560 0.837 *
PSI_POST ON
PSI_PRE 0.722 0.035 0.000 0.651 0.786 *
PHI_PRE ON
GROUP 0.148 0.077 0.030 -0.009 0.300
BETA_PRE ON
GROUP -0.074 0.085 0.195 -0.238 0.093
PSI_PRE ON
GROUP 0.004 0.065 0.472 -0.120 0.134
PHI_POST ON
GROUP -0.150 0.069 0.018 -0.286 -0.009 *
BETA_POST ON
GROUP 0.072 0.074 0.165 -0.076 0.212
PSI_POST ON
GROUP -0.066 0.047 0.083 -0.155 0.031
NA_PRE ON
GROUP -0.014 0.064 0.415 -0.140 0.109
UE_PRE ON
GROUP 0.064 0.070 0.195 -0.072 0.197
NA_POST ON
NA_PRE 0.813 0.030 0.000 0.749 0.865 *
GROUP -0.119 0.041 0.002 -0.200 -0.040 *
UE_POST ON
UE_PRE 0.866 0.035 0.000 0.789 0.924 *
GROUP -0.151 0.047 0.001 -0.246 -0.062 *
UE_POST WITH
NA_POST 0.563 0.122 0.000 0.298 0.767 *
Intercepts
NA_PRE 2.955 0.237 0.000 2.486 3.425 *
NA_POST 0.027 0.079 0.364 -0.127 0.185
UE_PRE -2.472 0.223 0.000 -2.908 -2.043 *
UE_POST -0.140 0.093 0.066 -0.318 0.047
PHI_PRE 2.412 0.293 0.000 1.870 3.010 *
BETA_PRE 1.894 0.235 0.000 1.458 2.384 *
PSI_PRE -1.268 0.154 0.000 -1.569 -0.964 *
PHI_POST -0.141 0.133 0.148 -0.405 0.123
BETA_POST -0.135 0.145 0.173 -0.416 0.149
PSI_POST -0.209 0.094 0.016 -0.394 -0.022 *
Residual Variances
NA_PRE 0.998 0.006 0.000 0.978 1.000 *
NA_POST 0.321 0.047 0.000 0.234 0.419 *
UE_PRE 0.995 0.011 0.000 0.961 1.000 *
UE_POST 0.243 0.058 0.000 0.143 0.369 *
PHI_PRE 0.978 0.024 0.000 0.910 1.000 *
BETA_PRE 0.993 0.016 0.000 0.944 1.000 *
PSI_PRE 0.998 0.006 0.000 0.979 1.000 *
PHI_POST 0.635 0.062 0.000 0.505 0.748 *
BETA_POST 0.512 0.097 0.000 0.301 0.686 *
PSI_POST 0.473 0.050 0.000 0.377 0.572 *
R-SQUARE
Within-Level R-Square Averaged Across Clusters
Posterior One-Tailed 95% C.I.
Variable Estimate S.D. P-Value Lower 2.5% Upper 2.5%
NA_PRE 0.355 0.012 0.000 0.332 0.379
NA_POST 0.313 0.013 0.000 0.288 0.337
Between Level
Posterior One-Tailed 95% C.I.
Variable Estimate S.D. P-Value Lower 2.5% Upper 2.5%
NA_PRE 0.002 0.006 0.000 0.000 0.021
NA_POST 0.679 0.047 0.000 0.580 0.766
UE_PRE 0.005 0.011 0.000 0.000 0.039
UE_POST 0.757 0.058 0.000 0.630 0.857
Posterior One-Tailed 95% C.I.
Variable Estimate S.D. P-Value Lower 2.5% Upper 2.5%
PHI_PRE 0.022 0.024 0.000 0.000 0.090
BETA_PRE 0.007 0.016 0.000 0.000 0.056
PSI_PRE 0.002 0.006 0.000 0.000 0.021
PHI_POST 0.365 0.062 0.000 0.251 0.495
BETA_POST 0.488 0.097 0.000 0.314 0.699
PSI_POST 0.527 0.050 0.000 0.428 0.623
BETWEEN-LEVEL FACTOR SCORE COMPARISONS
Results for Factor PHI_PRE
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 134 0.844 2 39 0.820 3 3 0.810
4 60 0.802 5 125 0.774 6 116 0.772
7 141 0.770 8 66 0.766 9 108 0.766
10 104 0.765 11 144 0.741 12 28 0.735
13 1 0.719 14 58 0.701 15 20 0.692
16 121 0.670 17 117 0.665 18 27 0.660
19 138 0.650 20 130 0.649 21 36 0.629
22 106 0.623 23 41 0.621 24 131 0.616
25 64 0.603 26 44 0.601 27 5 0.599
28 83 0.597 29 8 0.597 30 107 0.592
31 61 0.588 32 29 0.584 33 137 0.577
34 52 0.573 35 119 0.567 36 21 0.566
37 2 0.558 38 49 0.555 39 32 0.554
40 42 0.553 41 14 0.553 42 72 0.552
43 97 0.551 44 18 0.543 45 85 0.543
46 46 0.541 47 115 0.541 48 62 0.538
49 9 0.538 50 33 0.531 51 26 0.526
52 127 0.520 53 90 0.517 54 113 0.513
55 30 0.511 56 10 0.509 57 71 0.508
58 98 0.502 59 94 0.499 60 7 0.493
61 68 0.491 62 78 0.490 63 45 0.487
64 40 0.481 65 31 0.481 66 123 0.481
67 51 0.479 68 13 0.479 69 122 0.478
70 135 0.478 71 140 0.476 72 81 0.476
73 16 0.475 74 82 0.474 75 101 0.466
76 110 0.465 77 95 0.462 78 76 0.453
79 59 0.449 80 54 0.442 81 63 0.442
82 100 0.438 83 53 0.437 84 11 0.436
85 23 0.434 86 57 0.434 87 80 0.433
88 19 0.424 89 103 0.421 90 15 0.414
91 109 0.412 92 56 0.409 93 55 0.408
94 48 0.403 95 4 0.402 96 34 0.401
97 102 0.396 98 114 0.381 99 38 0.376
100 143 0.373 101 136 0.367 102 86 0.364
103 91 0.363 104 69 0.361 105 92 0.361
106 47 0.353 107 129 0.351 108 70 0.350
109 139 0.337 110 112 0.316 111 50 0.313
112 73 0.313 113 124 0.309 114 105 0.297
115 22 0.295 116 128 0.294 117 126 0.291
118 17 0.289 119 120 0.270 120 79 0.258
121 84 0.257 122 37 0.251 123 12 0.249
124 24 0.243 125 99 0.237 126 35 0.184
127 88 0.182 128 118 0.161 129 43 0.144
Results for Factor BETA_PRE
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 5 0.239 2 121 0.224 3 106 0.208
4 81 0.194 5 70 0.190 6 83 0.190
7 138 0.188 8 71 0.185 9 48 0.184
10 122 0.183 11 8 0.181 12 49 0.180
13 23 0.174 14 59 0.174 15 79 0.173
16 127 0.173 17 73 0.172 18 22 0.168
19 24 0.161 20 124 0.160 21 27 0.158
22 40 0.156 23 128 0.156 24 143 0.156
25 39 0.156 26 140 0.155 27 38 0.152
28 103 0.152 29 95 0.151 30 4 0.149
31 32 0.148 32 82 0.146 33 131 0.145
34 72 0.143 35 68 0.139 36 20 0.138
37 46 0.138 38 84 0.137 39 10 0.136
40 69 0.135 41 137 0.132 42 1 0.131
43 85 0.131 44 107 0.130 45 139 0.129
46 97 0.129 47 17 0.128 48 33 0.128
49 15 0.127 50 37 0.127 51 119 0.126
52 55 0.125 53 100 0.124 54 112 0.123
55 13 0.118 56 105 0.115 57 123 0.115
58 54 0.114 59 94 0.114 60 36 0.114
61 135 0.112 62 56 0.111 63 52 0.110
64 51 0.110 65 130 0.110 66 120 0.107
67 16 0.107 68 144 0.107 69 26 0.107
70 53 0.107 71 125 0.106 72 21 0.105
73 31 0.105 74 66 0.103 75 136 0.103
76 102 0.102 77 104 0.102 78 92 0.099
79 61 0.095 80 62 0.094 81 29 0.092
82 134 0.090 83 19 0.089 84 57 0.089
85 9 0.088 86 63 0.088 87 60 0.087
88 88 0.087 89 11 0.084 90 117 0.084
91 110 0.083 92 80 0.083 93 50 0.080
94 18 0.078 95 126 0.078 96 98 0.076
97 42 0.076 98 118 0.076 99 58 0.075
100 90 0.074 101 3 0.074 102 35 0.073
103 7 0.073 104 28 0.071 105 64 0.071
106 129 0.069 107 91 0.068 108 114 0.067
109 76 0.067 110 2 0.063 111 30 0.061
112 86 0.060 113 115 0.053 114 14 0.051
115 34 0.050 116 41 0.049 117 116 0.049
118 113 0.048 119 78 0.047 120 109 0.040
121 47 0.039 122 141 0.039 123 44 0.038
124 12 0.037 125 101 0.035 126 43 0.020
127 99 0.012 128 108 0.012 129 45 0.010
Results for Factor PSI_PRE
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 120 0.494 2 28 0.441 3 140 0.351
4 107 0.247 5 23 0.229 6 127 0.162
7 135 0.122 8 13 0.099 9 82 0.084
10 122 0.025 11 128 0.007 12 95 0.005
13 138 0.001 14 27 -0.053 15 40 -0.186
16 22 -0.187 17 97 -0.205 18 139 -0.270
19 100 -0.336 20 71 -0.346 21 105 -0.370
22 4 -0.422 23 143 -0.427 24 131 -0.445
25 16 -0.476 26 69 -0.517 27 50 -0.533
28 123 -0.546 29 5 -0.559 30 46 -0.571
31 79 -0.595 32 66 -0.597 33 104 -0.598
34 134 -0.634 35 15 -0.690 36 121 -0.693
37 124 -0.699 38 49 -0.715 39 103 -0.732
40 81 -0.740 41 29 -0.781 42 52 -0.794
43 48 -0.809 44 126 -0.815 45 68 -0.815
46 92 -0.820 47 94 -0.825 48 17 -0.831
49 137 -0.832 50 130 -0.844 51 37 -0.848
52 9 -0.852 53 62 -0.857 54 58 -0.858
55 90 -0.880 56 70 -0.887 57 72 -0.900
58 53 -0.903 59 30 -0.904 60 136 -0.927
61 61 -0.964 62 106 -0.965 63 19 -0.966
64 1 -0.970 65 39 -1.002 66 31 -1.020
67 51 -1.033 68 76 -1.039 69 57 -1.060
70 32 -1.088 71 44 -1.102 72 64 -1.118
73 10 -1.169 74 54 -1.184 75 119 -1.215
76 114 -1.226 77 129 -1.278 78 125 -1.284
79 24 -1.297 80 21 -1.298 81 59 -1.326
82 102 -1.371 83 112 -1.393 84 26 -1.415
85 18 -1.429 86 47 -1.471 87 117 -1.477
88 73 -1.487 89 85 -1.502 90 118 -1.587
91 8 -1.594 92 115 -1.597 93 144 -1.620
94 20 -1.675 95 3 -1.683 96 83 -1.691
97 116 -1.701 98 113 -1.705 99 33 -1.722
100 55 -1.740 101 98 -1.755 102 36 -1.775
103 56 -1.788 104 80 -1.795 105 108 -1.806
106 78 -1.831 107 38 -1.846 108 11 -1.875
109 45 -1.906 110 101 -2.016 111 7 -2.029
112 34 -2.087 113 110 -2.147 114 42 -2.148
115 84 -2.265 116 41 -2.267 117 2 -2.270
118 14 -2.286 119 60 -2.393 120 109 -2.423
121 141 -2.463 122 35 -2.479 123 91 -2.595
124 86 -2.756 125 63 -2.776 126 88 -2.859
127 99 -3.123 128 12 -3.424 129 43 -5.210
Results for Factor PHI_POST
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 104 0.805 2 125 0.788 3 62 0.788
4 18 0.771 5 31 0.763 6 117 0.759
7 71 0.756 8 21 0.747 9 64 0.726
10 39 0.697 11 53 0.693 12 17 0.691
13 20 0.690 14 60 0.690 15 116 0.686
16 110 0.674 17 8 0.659 18 66 0.643
19 134 0.629 20 68 0.628 21 36 0.607
22 115 0.600 23 106 0.583 24 28 0.581
25 78 0.581 26 76 0.575 27 15 0.573
28 47 0.563 29 41 0.554 30 40 0.549
31 126 0.546 32 97 0.546 33 9 0.541
34 4 0.540 35 131 0.539 36 107 0.524
37 49 0.523 38 137 0.519 39 81 0.510
40 51 0.510 41 105 0.502 42 48 0.490
43 63 0.486 44 55 0.471 45 121 0.463
46 44 0.449 47 13 0.442 48 114 0.431
49 136 0.430 50 26 0.428 51 85 0.427
52 7 0.425 53 61 0.411 54 5 0.407
55 80 0.400 56 46 0.396 57 82 0.395
58 34 0.391 59 42 0.384 60 122 0.371
61 119 0.364 62 91 0.360 63 33 0.350
64 59 0.350 65 19 0.345 66 2 0.344
67 23 0.342 68 90 0.333 69 94 0.331
70 112 0.330 71 139 0.329 72 128 0.328
73 38 0.327 74 3 0.323 75 16 0.319
76 27 0.318 77 140 0.317 78 135 0.316
79 113 0.308 80 100 0.306 81 101 0.306
82 103 0.306 83 45 0.305 84 86 0.300
85 143 0.298 86 50 0.294 87 108 0.291
88 95 0.289 89 29 0.288 90 58 0.281
91 32 0.279 92 54 0.276 93 1 0.272
94 22 0.262 95 70 0.258 96 35 0.254
97 72 0.246 98 109 0.237 99 83 0.235
100 11 0.217 101 123 0.213 102 124 0.212
103 127 0.208 104 14 0.201 105 24 0.200
106 73 0.193 107 69 0.192 108 88 0.187
109 144 0.183 110 57 0.182 111 102 0.173
112 130 0.164 113 10 0.159 114 84 0.154
115 79 0.133 116 141 0.119 117 118 0.118
118 30 0.113 119 129 0.113 120 37 0.082
121 56 0.063 122 12 0.051 123 138 0.051
124 52 0.037 125 98 0.014 126 99 0.012
127 92 0.007 128 43 -0.089 129 120 -0.171
Results for Factor BETA_POS
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 5 0.302 2 106 0.298 3 121 0.252
4 59 0.243 5 81 0.239 6 97 0.225
7 23 0.214 8 112 0.211 9 138 0.204
10 83 0.202 11 70 0.201 12 100 0.194
13 71 0.194 14 79 0.193 15 127 0.192
16 22 0.189 17 38 0.188 18 4 0.184
19 68 0.180 20 27 0.177 21 122 0.175
22 140 0.175 23 73 0.171 24 49 0.170
25 48 0.170 26 82 0.166 27 86 0.161
28 95 0.161 29 72 0.160 30 92 0.157
31 115 0.155 32 17 0.154 33 46 0.154
34 39 0.153 35 102 0.151 36 69 0.150
37 139 0.150 38 32 0.149 39 13 0.145
40 103 0.142 41 55 0.140 42 143 0.140
43 51 0.139 44 119 0.138 45 15 0.136
46 54 0.134 47 56 0.133 48 105 0.133
49 124 0.132 50 44 0.131 51 1 0.131
52 33 0.130 53 52 0.130 54 94 0.128
55 123 0.125 56 24 0.121 57 84 0.121
58 137 0.121 59 42 0.120 60 26 0.120
61 104 0.119 62 107 0.115 63 40 0.114
64 10 0.113 65 90 0.112 66 18 0.109
67 131 0.109 68 36 0.107 69 50 0.105
70 21 0.104 71 130 0.102 72 43 0.100
73 128 0.095 74 135 0.093 75 8 0.091
76 66 0.090 77 20 0.085 78 31 0.085
79 29 0.084 80 7 0.084 81 11 0.080
82 28 0.079 83 16 0.073 84 37 0.072
85 134 0.072 86 85 0.072 87 53 0.070
88 120 0.070 89 19 0.069 90 62 0.067
91 61 0.067 92 88 0.065 93 117 0.064
94 118 0.059 95 57 0.058 96 113 0.058
97 60 0.054 98 63 0.052 99 9 0.051
100 76 0.050 101 2 0.049 102 129 0.049
103 91 0.049 104 34 0.049 105 136 0.048
106 144 0.046 107 114 0.046 108 125 0.044
109 80 0.042 110 109 0.035 111 98 0.034
112 58 0.030 113 141 0.030 114 101 0.029
115 12 0.026 116 126 0.022 117 116 0.020
118 47 0.015 119 14 0.006 120 64 0.004
121 78 0.003 122 99 0.002 123 35 0.001
124 3 -0.001 125 30 -0.004 126 108 -0.005
127 110 -0.007 128 41 -0.011 129 45 -0.071
Results for Factor PSI_POST
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 140 0.782 2 107 0.671 3 13 0.481
4 135 0.449 5 79 0.173 6 82 0.132
7 23 0.127 8 120 0.107 9 5 0.032
10 92 -0.077 11 48 -0.144 12 16 -0.169
13 28 -0.277 14 22 -0.288 15 95 -0.310
16 128 -0.339 17 70 -0.360 18 127 -0.362
19 105 -0.475 20 49 -0.510 21 103 -0.548
22 81 -0.620 23 100 -0.635 24 52 -0.642
25 1 -0.646 26 138 -0.651 27 4 -0.655
28 68 -0.669 29 143 -0.726 30 19 -0.739
31 131 -0.759 32 66 -0.817 33 94 -0.837
34 136 -0.837 35 124 -0.846 36 38 -0.878
37 106 -0.910 38 45 -0.912 39 10 -0.959
40 40 -0.989 41 137 -0.995 42 44 -1.004
43 86 -1.008 44 26 -1.017 45 71 -1.040
46 104 -1.049 47 24 -1.056 48 139 -1.057
49 69 -1.059 50 76 -1.093 51 15 -1.099
52 122 -1.109 53 101 -1.112 54 32 -1.127
55 126 -1.192 56 46 -1.210 57 39 -1.252
58 117 -1.253 59 72 -1.336 60 59 -1.348
61 37 -1.378 62 97 -1.390 63 29 -1.523
64 50 -1.548 65 27 -1.551 66 134 -1.553
67 54 -1.596 68 53 -1.610 69 43 -1.617
70 17 -1.624 71 73 -1.672 72 61 -1.681
73 18 -1.684 74 51 -1.686 75 35 -1.711
76 9 -1.735 77 83 -1.746 78 123 -1.765
79 119 -1.783 80 114 -1.795 81 20 -1.808
82 8 -1.849 83 90 -1.849 84 112 -1.852
85 118 -1.898 86 55 -1.961 87 115 -1.965
88 62 -2.077 89 121 -2.082 90 102 -2.086
91 31 -2.091 92 42 -2.146 93 130 -2.172
94 85 -2.213 95 144 -2.232 96 33 -2.245
97 129 -2.260 98 36 -2.400 99 110 -2.403
100 80 -2.405 101 58 -2.436 102 116 -2.439
103 21 -2.440 104 98 -2.476 105 125 -2.494
106 109 -2.547 107 14 -2.555 108 41 -2.581
109 7 -2.618 110 78 -2.625 111 56 -2.659
112 12 -2.669 113 3 -2.735 114 57 -2.736
115 34 -2.926 116 63 -3.148 117 113 -3.193
118 2 -3.252 119 84 -3.296 120 11 -3.380
121 47 -3.467 122 60 -3.669 123 108 -3.709
124 30 -3.765 125 64 -3.797 126 141 -3.819
127 91 -3.865 128 88 -3.869 129 99 -4.216
Results for NA_PRE (referred to as plausible label B_NA_PRE)
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 124 3.850 2 120 3.660 3 49 3.478
4 13 3.425 5 117 3.301 6 66 3.257
7 68 3.248 8 121 3.170 9 40 3.168
10 39 3.127 11 76 3.113 12 64 3.085
13 17 3.065 14 127 3.016 15 28 3.008
16 107 2.990 17 131 2.960 18 134 2.899
19 82 2.827 20 69 2.825 21 138 2.825
22 27 2.756 23 70 2.719 24 104 2.707
25 139 2.634 26 122 2.618 27 105 2.549
28 81 2.542 29 103 2.487 30 8 2.475
31 16 2.475 32 137 2.458 33 140 2.427
34 72 2.425 35 50 2.393 36 95 2.362
37 135 2.339 38 100 2.309 39 22 2.295
40 9 2.249 41 31 2.229 42 79 2.217
43 71 2.187 44 1 2.164 45 94 2.162
46 106 2.159 47 23 2.135 48 18 2.128
49 32 2.118 50 97 2.117 51 116 2.104
52 78 2.052 53 57 2.045 54 19 2.043
55 58 2.037 56 10 2.033 57 15 2.016
58 30 2.003 59 123 1.992 60 136 1.960
61 55 1.954 62 5 1.950 63 46 1.949
64 21 1.898 65 125 1.894 66 59 1.881
67 4 1.869 68 119 1.849 69 126 1.797
70 52 1.796 71 36 1.781 72 130 1.773
73 128 1.769 74 7 1.752 75 61 1.741
76 114 1.733 77 90 1.716 78 20 1.706
79 54 1.706 80 143 1.692 81 62 1.686
82 29 1.684 83 53 1.671 84 3 1.671
85 48 1.637 86 37 1.619 87 129 1.613
88 24 1.593 89 41 1.593 90 26 1.570
91 102 1.559 92 88 1.545 93 92 1.539
94 44 1.534 95 51 1.534 96 56 1.510
97 11 1.496 98 85 1.473 99 108 1.469
100 33 1.464 101 73 1.455 102 83 1.449
103 98 1.413 104 2 1.410 105 109 1.408
106 38 1.399 107 14 1.365 108 42 1.357
109 115 1.350 110 118 1.343 111 45 1.343
112 110 1.338 113 47 1.338 114 112 1.326
115 144 1.326 116 60 1.320 117 141 1.276
118 80 1.254 119 113 1.250 120 101 1.238
121 86 1.229 122 35 1.192 123 34 1.186
124 63 1.173 125 84 1.172 126 91 1.152
127 12 1.073 128 99 1.047 129 43 1.012
Results for NA_POST (referred to as plausible label B_NA_POST)
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 131 4.280 2 127 3.853 3 13 3.629
4 49 3.549 5 16 3.451 6 120 3.448
7 110 3.360 8 124 3.259 9 17 3.063
10 117 2.996 11 8 2.942 12 140 2.933
13 135 2.921 14 107 2.919 15 104 2.874
16 66 2.872 17 22 2.818 18 39 2.806
19 137 2.741 20 121 2.701 21 28 2.692
22 82 2.646 23 71 2.561 24 68 2.543
25 40 2.469 26 76 2.452 27 122 2.450
28 48 2.410 29 9 2.385 30 105 2.363
31 69 2.345 32 134 2.274 33 95 2.266
34 18 2.248 35 103 2.230 36 70 2.194
37 62 2.190 38 79 2.181 39 81 2.169
40 19 2.103 41 50 2.100 42 5 2.071
43 92 2.066 44 10 2.065 45 94 2.059
46 139 2.043 47 59 2.043 48 32 2.039
49 38 1.997 50 55 1.991 51 136 1.991
52 126 1.972 53 23 1.958 54 106 1.920
55 31 1.881 56 116 1.873 57 100 1.873
58 97 1.854 59 72 1.853 60 128 1.837
61 143 1.826 62 46 1.815 63 78 1.812
64 24 1.802 65 138 1.773 66 1 1.758
67 21 1.702 68 4 1.625 69 15 1.618
70 36 1.606 71 73 1.566 72 33 1.562
73 119 1.546 74 86 1.522 75 125 1.516
76 109 1.512 77 45 1.502 78 27 1.501
79 114 1.499 80 26 1.494 81 102 1.488
82 44 1.484 83 29 1.459 84 53 1.458
85 52 1.453 86 20 1.448 87 112 1.429
88 41 1.405 89 123 1.397 90 101 1.397
91 115 1.388 92 85 1.383 93 51 1.369
94 7 1.361 95 43 1.351 96 64 1.349
97 118 1.315 98 54 1.310 99 61 1.295
100 83 1.285 101 42 1.254 102 35 1.238
103 90 1.230 104 56 1.227 105 37 1.224
106 57 1.203 107 14 1.203 108 98 1.189
109 11 1.173 110 3 1.173 111 12 1.166
112 130 1.162 113 129 1.162 114 58 1.158
115 88 1.154 116 34 1.131 117 80 1.130
118 63 1.126 119 84 1.119 120 60 1.112
121 47 1.098 122 113 1.084 123 2 1.076
124 91 1.070 125 144 1.056 126 141 1.042
127 30 1.040 128 108 1.026 129 99 1.018
Results for UE_PRE (referred to as plausible label B_UE_PRE)
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 81 -0.057 2 49 -0.158 3 82 -0.238
4 53 -0.391 5 59 -0.427 6 134 -0.428
7 127 -0.453 8 125 -0.511 9 32 -0.521
10 117 -0.568 11 95 -0.600 12 139 -0.614
13 45 -0.618 14 18 -0.623 15 41 -0.638
16 78 -0.698 17 60 -0.702 18 69 -0.713
19 109 -0.760 20 3 -0.765 21 5 -0.769
22 105 -0.770 23 140 -0.777 24 20 -0.781
25 44 -0.785 26 131 -0.808 27 11 -0.819
28 34 -0.830 29 15 -0.855 30 62 -0.856
31 123 -0.861 32 13 -0.881 33 114 -0.887
34 22 -0.897 35 31 -0.908 36 17 -0.923
37 30 -0.929 38 64 -0.951 39 1 -0.961
40 137 -0.963 41 48 -0.985 42 38 -1.001
43 90 -1.017 44 72 -1.046 45 121 -1.064
46 70 -1.085 47 68 -1.095 48 94 -1.110
49 128 -1.124 50 120 -1.142 51 119 -1.145
52 136 -1.164 53 51 -1.183 54 101 -1.195
55 138 -1.202 56 27 -1.205 57 100 -1.211
58 50 -1.218 59 16 -1.219 60 144 -1.241
61 124 -1.244 62 71 -1.257 63 104 -1.262
64 4 -1.266 65 7 -1.271 66 21 -1.272
67 56 -1.280 68 40 -1.284 69 76 -1.284
70 103 -1.298 71 115 -1.301 72 143 -1.308
73 37 -1.331 74 36 -1.343 75 63 -1.377
76 86 -1.377 77 9 -1.382 78 110 -1.382
79 122 -1.386 80 106 -1.397 81 52 -1.398
82 80 -1.413 83 8 -1.421 84 107 -1.425
85 29 -1.429 86 73 -1.436 87 55 -1.436
88 57 -1.446 89 58 -1.449 90 141 -1.460
91 61 -1.486 92 112 -1.507 93 47 -1.529
94 129 -1.552 95 116 -1.568 96 23 -1.590
97 24 -1.612 98 126 -1.626 99 102 -1.644
100 43 -1.655 101 10 -1.662 102 79 -1.662
103 92 -1.683 104 2 -1.705 105 28 -1.709
106 12 -1.727 107 97 -1.754 108 113 -1.768
109 130 -1.786 110 66 -1.787 111 14 -1.799
112 83 -1.827 113 26 -1.830 114 39 -1.833
115 33 -1.931 116 108 -1.932 117 46 -1.945
118 99 -1.951 119 88 -1.951 120 118 -1.981
121 19 -2.002 122 85 -2.019 123 54 -2.021
124 98 -2.055 125 42 -2.063 126 135 -2.085
127 84 -2.178 128 91 -2.196 129 35 -2.442
Results for UE_POST (referred to as plausible label B_UE_POST)
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 131 -0.105 2 81 -0.148 3 127 -0.160
4 49 -0.234 5 53 -0.317 6 82 -0.522
7 140 -0.583 8 59 -0.586 9 134 -0.617
10 125 -0.625 11 95 -0.634 12 110 -0.652
13 18 -0.655 14 48 -0.663 15 62 -0.664
16 45 -0.696 17 32 -0.737 18 78 -0.764
19 5 -0.772 20 38 -0.789 21 20 -0.832
22 22 -0.833 23 123 -0.913 24 13 -0.953
25 109 -0.959 26 137 -0.971 27 139 -1.011
28 17 -1.035 29 1 -1.041 30 117 -1.066
31 136 -1.099 32 41 -1.109 33 69 -1.111
34 11 -1.120 35 71 -1.130 36 31 -1.131
37 16 -1.164 38 15 -1.168 39 3 -1.186
40 105 -1.228 41 44 -1.230 42 34 -1.231
43 70 -1.245 44 114 -1.257 45 40 -1.286
46 60 -1.291 47 143 -1.326 48 128 -1.342
49 103 -1.364 50 21 -1.369 51 101 -1.373
52 73 -1.400 53 144 -1.407 54 120 -1.411
55 30 -1.415 56 86 -1.428 57 124 -1.435
58 121 -1.465 59 50 -1.467 60 72 -1.470
61 64 -1.473 62 63 -1.479 63 119 -1.495
64 47 -1.502 65 29 -1.503 66 90 -1.525
67 107 -1.525 68 68 -1.529 69 80 -1.531
70 51 -1.534 71 8 -1.534 72 36 -1.541
73 122 -1.551 74 24 -1.556 75 104 -1.578
76 52 -1.580 77 37 -1.588 78 43 -1.628
79 56 -1.636 80 100 -1.638 81 94 -1.652
82 55 -1.652 83 141 -1.678 84 112 -1.706
85 92 -1.724 86 138 -1.762 87 106 -1.770
88 2 -1.771 89 9 -1.776 90 7 -1.781
91 83 -1.783 92 4 -1.788 93 115 -1.793
94 61 -1.806 95 116 -1.807 96 102 -1.815
97 129 -1.844 98 39 -1.860 99 23 -1.864
100 76 -1.875 101 126 -1.952 102 27 -1.956
103 10 -1.983 104 118 -2.031 105 19 -2.035
106 135 -2.053 107 14 -2.070 108 28 -2.083
109 12 -2.084 110 97 -2.099 111 33 -2.123
112 26 -2.124 113 57 -2.131 114 113 -2.135
115 85 -2.147 116 88 -2.151 117 79 -2.182
118 130 -2.206 119 58 -2.210 120 46 -2.233
121 42 -2.271 122 91 -2.314 123 99 -2.360
124 66 -2.365 125 84 -2.373 126 108 -2.404
127 54 -2.414 128 98 -2.481 129 35 -2.588
TECHNICAL 1 OUTPUT
PARAMETER SPECIFICATION FOR WITHIN
NU
NA_PRE NA_POST UE_PRE UE_POST NA_PRE&1
________ ________ ________ ________ ________
0 0 0 0 0
NU
NA_POST&
________
0
LAMBDA
NA_PRE NA_POST UE_PRE UE_POST NA_PRE&1
________ ________ ________ ________ ________
NA_PRE 0 0 0 0 0
NA_POST 0 0 0 0 0
UE_PRE 0 0 0 0 0
UE_POST 0 0 0 0 0
NA_PRE&1 0 0 0 0 0
NA_POST& 0 0 0 0 0
LAMBDA
NA_POST&
________
NA_PRE 0
NA_POST 0
UE_PRE 0
UE_POST 0
NA_PRE&1 0
NA_POST& 0
THETA
NA_PRE NA_POST UE_PRE UE_POST NA_PRE&1
________ ________ ________ ________ ________
NA_PRE 0
NA_POST 0 0
UE_PRE 0 0 0
UE_POST 0 0 0 0
NA_PRE&1 0 0 0 0 0
NA_POST& 0 0 0 0 0
THETA
NA_POST&
________
NA_POST& 0
ALPHA
NA_PRE NA_POST UE_PRE UE_POST NA_PRE&1
________ ________ ________ ________ ________
0 0 0 0 0
ALPHA
NA_POST&
________
0
BETA
NA_PRE NA_POST UE_PRE UE_POST NA_PRE&1
________ ________ ________ ________ ________
NA_PRE 0 0 0 0 0
NA_POST 0 0 0 0 0
UE_PRE 0 0 0 0 0
UE_POST 0 0 0 0 0
NA_PRE&1 0 0 0 0 0
NA_POST& 0 0 0 0 0
BETA
NA_POST&
________
NA_PRE 0
NA_POST 0
UE_PRE 0
UE_POST 0
NA_PRE&1 0
NA_POST& 0
PSI
NA_PRE NA_POST UE_PRE UE_POST NA_PRE&1
________ ________ ________ ________ ________
NA_PRE 0
NA_POST 0 0
UE_PRE 0 0 1
UE_POST 0 0 0 2
NA_PRE&1 0 0 0 0 0
NA_POST& 0 0 0 0 0
PSI
NA_POST&
________
NA_POST& 0
PARAMETER SPECIFICATION FOR BETWEEN
NU
NA_PRE NA_POST UE_PRE UE_POST GROUP
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
PHI_PRE BETA_PRE PSI_PRE PHI_POST BETA_POS
________ ________ ________ ________ ________
NA_PRE 0 0 0 0 0
NA_POST 0 0 0 0 0
UE_PRE 0 0 0 0 0
UE_POST 0 0 0 0 0
GROUP 0 0 0 0 0
LAMBDA
PSI_POST NA_PRE NA_POST UE_PRE UE_POST
________ ________ ________ ________ ________
NA_PRE 0 0 0 0 0
NA_POST 0 0 0 0 0
UE_PRE 0 0 0 0 0
UE_POST 0 0 0 0 0
GROUP 0 0 0 0 0
LAMBDA
GROUP
________
NA_PRE 0
NA_POST 0
UE_PRE 0
UE_POST 0
GROUP 0
THETA
NA_PRE NA_POST UE_PRE UE_POST GROUP
________ ________ ________ ________ ________
NA_PRE 0
NA_POST 0 0
UE_PRE 0 0 0
UE_POST 0 0 0 0
GROUP 0 0 0 0 0
ALPHA
PHI_PRE BETA_PRE PSI_PRE PHI_POST BETA_POS
________ ________ ________ ________ ________
3 4 5 6 7
ALPHA
PSI_POST NA_PRE NA_POST UE_PRE UE_POST
________ ________ ________ ________ ________
8 9 10 11 12
ALPHA
GROUP
________
0
BETA
PHI_PRE BETA_PRE PSI_PRE PHI_POST BETA_POS
________ ________ ________ ________ ________
PHI_PRE 0 0 0 0 0
BETA_PRE 0 0 0 0 0
PSI_PRE 0 0 0 0 0
PHI_POST 0 0 0 0 0
BETA_POS 0 0 0 0 0
PSI_POST 0 0 0 0 0
NA_PRE 0 0 0 0 0
NA_POST 0 0 0 0 0
UE_PRE 0 0 0 0 0
UE_POST 0 0 0 0 0
GROUP 0 0 0 0 0
BETA
PSI_POST NA_PRE NA_POST UE_PRE UE_POST
________ ________ ________ ________ ________
PHI_PRE 0 0 0 0 0
BETA_PRE 0 0 0 0 0
PSI_PRE 0 0 0 0 0
PHI_POST 0 0 0 0 0
BETA_POS 0 0 0 0 0
PSI_POST 0 0 0 0 0
NA_PRE 0 0 0 0 0
NA_POST 0 0 0 0 0
UE_PRE 0 0 0 0 0
UE_POST 0 0 0 0 0
GROUP 0 0 0 0 0
BETA
GROUP
________
PHI_PRE 13
BETA_PRE 14
PSI_PRE 15
PHI_POST 16
BETA_POS 17
PSI_POST 18
NA_PRE 19
NA_POST 20
UE_PRE 21
UE_POST 22
GROUP 0
PSI
PHI_PRE BETA_PRE PSI_PRE PHI_POST BETA_POS
________ ________ ________ ________ ________
PHI_PRE 23
BETA_PRE 0 24
PSI_PRE 0 0 25
PHI_POST 0 0 0 26
BETA_POS 0 0 0 0 27
PSI_POST 0 0 0 0 0
NA_PRE 0 0 0 0 0
NA_POST 0 0 0 0 0
UE_PRE 0 0 0 0 0
UE_POST 0 0 0 0 0
GROUP 0 0 0 0 0
PSI
PSI_POST NA_PRE NA_POST UE_PRE UE_POST
________ ________ ________ ________ ________
PSI_POST 28
NA_PRE 0 29
NA_POST 0 0 30
UE_PRE 0 0 0 31
UE_POST 0 0 32 0 33
GROUP 0 0 0 0 0
PSI
GROUP
________
GROUP 0
STARTING VALUES FOR WITHIN
NU
NA_PRE NA_POST UE_PRE UE_POST NA_PRE&1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
NA_POST&
________
0.000
LAMBDA
NA_PRE NA_POST UE_PRE UE_POST NA_PRE&1
________ ________ ________ ________ ________
NA_PRE 1.000 0.000 0.000 0.000 0.000
NA_POST 0.000 1.000 0.000 0.000 0.000
UE_PRE 0.000 0.000 1.000 0.000 0.000
UE_POST 0.000 0.000 0.000 1.000 0.000
NA_PRE&1 0.000 0.000 0.000 0.000 1.000
NA_POST& 0.000 0.000 0.000 0.000 0.000
LAMBDA
NA_POST&
________
NA_PRE 0.000
NA_POST 0.000
UE_PRE 0.000
UE_POST 0.000
NA_PRE&1 0.000
NA_POST& 1.000
THETA
NA_PRE NA_POST UE_PRE UE_POST NA_PRE&1
________ ________ ________ ________ ________
NA_PRE 0.000
NA_POST 0.000 0.000
UE_PRE 0.000 0.000 0.000
UE_POST 0.000 0.000 0.000 0.000
NA_PRE&1 0.000 0.000 0.000 0.000 0.000
NA_POST& 0.000 0.000 0.000 0.000 0.000
THETA
NA_POST&
________
NA_POST& 0.000
ALPHA
NA_PRE NA_POST UE_PRE UE_POST NA_PRE&1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
ALPHA
NA_POST&
________
0.000
BETA
NA_PRE NA_POST UE_PRE UE_POST NA_PRE&1
________ ________ ________ ________ ________
NA_PRE 0.000 0.000 0.000 0.000 0.000
NA_POST 0.000 0.000 0.000 0.000 0.000
UE_PRE 0.000 0.000 0.000 0.000 0.000
UE_POST 0.000 0.000 0.000 0.000 0.000
NA_PRE&1 0.000 0.000 0.000 0.000 0.000
NA_POST& 0.000 0.000 0.000 0.000 0.000
BETA
NA_POST&
________
NA_PRE 0.000
NA_POST 0.000
UE_PRE 0.000
UE_POST 0.000
NA_PRE&1 0.000
NA_POST& 0.000
PSI
NA_PRE NA_POST UE_PRE UE_POST NA_PRE&1
________ ________ ________ ________ ________
NA_PRE 0.000
NA_POST 0.000 0.000
UE_PRE 0.000 0.000 1.552
UE_POST 0.000 0.000 0.000 1.296
NA_PRE&1 0.000 0.000 0.000 0.000 0.598
NA_POST& 0.000 0.000 0.000 0.000 0.000
PSI
NA_POST&
________
NA_POST& 0.511
STARTING VALUES FOR BETWEEN
NU
NA_PRE NA_POST UE_PRE UE_POST GROUP
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
PHI_PRE BETA_PRE PSI_PRE PHI_POST BETA_POS
________ ________ ________ ________ ________
NA_PRE 0.000 0.000 0.000 0.000 0.000
NA_POST 0.000 0.000 0.000 0.000 0.000
UE_PRE 0.000 0.000 0.000 0.000 0.000
UE_POST 0.000 0.000 0.000 0.000 0.000
GROUP 0.000 0.000 0.000 0.000 0.000
LAMBDA
PSI_POST NA_PRE NA_POST UE_PRE UE_POST
________ ________ ________ ________ ________
NA_PRE 0.000 1.000 0.000 0.000 0.000
NA_POST 0.000 0.000 1.000 0.000 0.000
UE_PRE 0.000 0.000 0.000 1.000 0.000
UE_POST 0.000 0.000 0.000 0.000 1.000
GROUP 0.000 0.000 0.000 0.000 0.000
LAMBDA
GROUP
________
NA_PRE 0.000
NA_POST 0.000
UE_PRE 0.000
UE_POST 0.000
GROUP 1.000
THETA
NA_PRE NA_POST UE_PRE UE_POST GROUP
________ ________ ________ ________ ________
NA_PRE 0.000
NA_POST 0.000 0.000
UE_PRE 0.000 0.000 0.000
UE_POST 0.000 0.000 0.000 0.000
GROUP 0.000 0.000 0.000 0.000 0.000
ALPHA
PHI_PRE BETA_PRE PSI_PRE PHI_POST BETA_POS
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
ALPHA
PSI_POST NA_PRE NA_POST UE_PRE UE_POST
________ ________ ________ ________ ________
0.000 2.048 1.868 -1.247 -1.456
ALPHA
GROUP
________
0.000
BETA
PHI_PRE BETA_PRE PSI_PRE PHI_POST BETA_POS
________ ________ ________ ________ ________
PHI_PRE 0.000 0.000 0.000 0.000 0.000
BETA_PRE 0.000 0.000 0.000 0.000 0.000
PSI_PRE 0.000 0.000 0.000 0.000 0.000
PHI_POST 1.000 0.000 0.000 0.000 0.000
BETA_POS 0.000 1.000 0.000 0.000 0.000
PSI_POST 0.000 0.000 1.000 0.000 0.000
NA_PRE 0.000 0.000 0.000 0.000 0.000
NA_POST 0.000 0.000 0.000 0.000 0.000
UE_PRE 0.000 0.000 0.000 0.000 0.000
UE_POST 0.000 0.000 0.000 0.000 0.000
GROUP 0.000 0.000 0.000 0.000 0.000
BETA
PSI_POST NA_PRE NA_POST UE_PRE UE_POST
________ ________ ________ ________ ________
PHI_PRE 0.000 0.000 0.000 0.000 0.000
BETA_PRE 0.000 0.000 0.000 0.000 0.000
PSI_PRE 0.000 0.000 0.000 0.000 0.000
PHI_POST 0.000 0.000 0.000 0.000 0.000
BETA_POS 0.000 0.000 0.000 0.000 0.000
PSI_POST 0.000 0.000 0.000 0.000 0.000
NA_PRE 0.000 0.000 0.000 0.000 0.000
NA_POST 0.000 1.000 0.000 0.000 0.000
UE_PRE 0.000 0.000 0.000 0.000 0.000
UE_POST 0.000 0.000 0.000 1.000 0.000
GROUP 0.000 0.000 0.000 0.000 0.000
BETA
GROUP
________
PHI_PRE 0.000
BETA_PRE 0.000
PSI_PRE 0.000
PHI_POST 0.000
BETA_POS 0.000
PSI_POST 0.000
NA_PRE 0.000
NA_POST 0.000
UE_PRE 0.000
UE_POST 0.000
GROUP 0.000
PSI
PHI_PRE BETA_PRE PSI_PRE PHI_POST BETA_POS
________ ________ ________ ________ ________
PHI_PRE 1.000
BETA_PRE 0.000 1.000
PSI_PRE 0.000 0.000 1.000
PHI_POST 0.000 0.000 0.000 1.000
BETA_POS 0.000 0.000 0.000 0.000 1.000
PSI_POST 0.000 0.000 0.000 0.000 0.000
NA_PRE 0.000 0.000 0.000 0.000 0.000
NA_POST 0.000 0.000 0.000 0.000 0.000
UE_PRE 0.000 0.000 0.000 0.000 0.000
UE_POST 0.000 0.000 0.000 0.000 0.000
GROUP 0.000 0.000 0.000 0.000 0.000
PSI
PSI_POST NA_PRE NA_POST UE_PRE UE_POST
________ ________ ________ ________ ________
PSI_POST 1.000
NA_PRE 0.000 0.598
NA_POST 0.000 0.000 0.510
UE_PRE 0.000 0.000 0.000 1.552
UE_POST 0.000 0.000 0.000 0.000 1.296
GROUP 0.000 0.000 0.000 0.000 0.000
PSI
GROUP
________
GROUP 0.125
PRIORS FOR ALL PARAMETERS PRIOR MEAN PRIOR VARIANCE PRIOR STD. DEV.
Parameter 1~IG(-1.000,0.000) infinity infinity infinity
Parameter 2~IG(-1.000,0.000) infinity infinity infinity
Parameter 3~N(0.000,infinity) 0.0000 infinity infinity
Parameter 4~N(0.000,infinity) 0.0000 infinity infinity
Parameter 5~N(0.000,infinity) 0.0000 infinity infinity
Parameter 6~N(0.000,infinity) 0.0000 infinity infinity
Parameter 7~N(0.000,infinity) 0.0000 infinity infinity
Parameter 8~N(0.000,infinity) 0.0000 infinity infinity
Parameter 9~N(0.000,infinity) 0.0000 infinity infinity
Parameter 10~N(0.000,infinity) 0.0000 infinity infinity
Parameter 11~N(0.000,infinity) 0.0000 infinity infinity
Parameter 12~N(0.000,infinity) 0.0000 infinity infinity
Parameter 13~N(0.000,infinity) 0.0000 infinity infinity
Parameter 14~N(0.000,infinity) 0.0000 infinity infinity
Parameter 15~N(0.000,infinity) 0.0000 infinity infinity
Parameter 16~N(0.000,infinity) 0.0000 infinity infinity
Parameter 17~N(0.000,infinity) 0.0000 infinity infinity
Parameter 18~N(0.000,infinity) 0.0000 infinity infinity
Parameter 19~N(0.000,infinity) 0.0000 infinity infinity
Parameter 20~N(0.000,infinity) 0.0000 infinity infinity
Parameter 21~N(0.000,infinity) 0.0000 infinity infinity
Parameter 22~N(0.000,infinity) 0.0000 infinity infinity
Parameter 23~IG(-1.000,0.000) infinity infinity infinity
Parameter 24~IG(-1.000,0.000) infinity infinity infinity
Parameter 25~IG(-1.000,0.000) infinity infinity infinity
Parameter 26~IG(-1.000,0.000) infinity infinity infinity
Parameter 27~IG(-1.000,0.000) infinity infinity infinity
Parameter 28~IG(-1.000,0.000) infinity infinity infinity
Parameter 29~IG(-1.000,0.000) infinity infinity infinity
Parameter 30~IW(0.000,-3) infinity infinity infinity
Parameter 31~IG(-1.000,0.000) infinity infinity infinity
Parameter 32~IW(0.000,-3) infinity infinity infinity
Parameter 33~IW(0.000,-3) infinity infinity infinity
TECHNICAL 8 OUTPUT
TECHNICAL 8 OUTPUT FOR BAYES ESTIMATION
CHAIN BSEED
1 8386
2 232622
POTENTIAL PARAMETER WITH
ITERATION SCALE REDUCTION HIGHEST PSR
100 1.254 14
200 1.162 18
300 1.086 7
400 1.082 7
500 1.127 33
600 1.044 33
700 1.036 33
800 1.020 22
900 1.022 17
1000 1.027 17
1100 1.024 17
1200 1.025 17
1300 1.024 17
1400 1.013 23
1500 1.015 23
1600 1.015 23
1700 1.033 30
1800 1.038 30
1900 1.019 30
2000 1.014 22
2100 1.005 1
2200 1.005 26
2300 1.012 26
2400 1.008 26
2500 1.007 1
2600 1.015 26
2700 1.012 26
2800 1.012 26
2900 1.014 26
3000 1.013 26
SUMMARIES OF PLAUSIBLE VALUES (N = NUMBER OF OBSERVATIONS * NUMBER OF IMPUTATIONS)
SAMPLE STATISTICS
Means
PHI_PRE BETA_PRE PSI_PRE PHI_POST BETA_POS
________ ________ ________ ________ ________
0.489 0.109 -1.183 0.383 0.107
Means
PSI_POST B_NA_PRE B_NA_POS B_UE_PRE B_UE_POS
________ ________ ________ ________ ________
-1.572 1.999 1.874 -1.246 -1.455
Covariances
PHI_PRE BETA_PRE PSI_PRE PHI_POST BETA_POS
________ ________ ________ ________ ________
PHI_PRE 0.033
BETA_PRE 0.000 0.004
PSI_PRE 0.011 0.023 0.783
PHI_POST 0.017 0.001 0.023 0.066
BETA_POS -0.001 0.003 0.027 -0.001 0.007
PSI_POST -0.024 0.030 0.627 -0.011 0.043
B_NA_PRE 0.018 0.014 0.378 0.036 0.014
B_NA_POS 0.003 0.016 0.339 0.042 0.016
B_UE_PRE 0.014 0.005 0.124 0.033 0.006
B_UE_POS 0.008 0.007 0.125 0.039 0.007
Covariances
PSI_POST B_NA_PRE B_NA_POS B_UE_PRE B_UE_POS
________ ________ ________ ________ ________
PSI_POST 1.220
B_NA_PRE 0.369 0.443
B_NA_POS 0.505 0.361 0.529
B_UE_PRE 0.125 0.124 0.114 0.270
B_UE_POS 0.188 0.109 0.195 0.261 0.355
Correlations
PHI_PRE BETA_PRE PSI_PRE PHI_POST BETA_POS
________ ________ ________ ________ ________
PHI_PRE 1.000
BETA_PRE -0.027 1.000
PSI_PRE 0.068 0.426 1.000
PHI_POST 0.364 0.033 0.102 1.000
BETA_POS -0.057 0.665 0.363 -0.024 1.000
PSI_POST -0.118 0.439 0.641 -0.038 0.467
B_NA_PRE 0.146 0.343 0.642 0.209 0.258
B_NA_POS 0.021 0.350 0.526 0.223 0.268
B_UE_PRE 0.149 0.146 0.270 0.249 0.128
B_UE_POS 0.077 0.205 0.237 0.256 0.143
Correlations
PSI_POST B_NA_PRE B_NA_POS B_UE_PRE B_UE_POS
________ ________ ________ ________ ________
PSI_POST 1.000
B_NA_PRE 0.502 1.000
B_NA_POS 0.629 0.745 1.000
B_UE_PRE 0.218 0.358 0.302 1.000
B_UE_POS 0.286 0.275 0.450 0.841 1.000
SUMMARY OF PLAUSIBLE STANDARD DEVIATION (N = NUMBER OF OBSERVATIONS)
SAMPLE STATISTICS
Means
PHI_PRE_ BETA_PRE PSI_PRE_ PHI_POST BETA_POS
________ ________ ________ ________ ________
0.101 0.038 0.212 0.142 0.045
Means
PSI_POST B_NA_PRE B_NA_POS B_UE_PRE B_UE_POS
________ ________ ________ ________ ________
0.236 0.146 0.128 0.190 0.192
Covariances
PHI_PRE_ BETA_PRE PSI_PRE_ PHI_POST BETA_POS
________ ________ ________ ________ ________
PHI_PRE_ 0.000
BETA_PRE 0.000 0.000
PSI_PRE_ 0.000 0.000 0.001
PHI_POST 0.000 0.000 0.000 0.002
BETA_POS 0.000 0.000 0.000 0.000 0.000
PSI_POST 0.000 0.000 0.000 0.002 0.001
B_NA_PRE 0.000 0.000 0.000 0.000 0.000
B_NA_POS 0.000 0.000 0.000 0.001 0.001
B_UE_PRE 0.000 0.000 0.000 0.000 0.000
B_UE_POS 0.000 0.000 0.000 0.001 0.000
Covariances
PSI_POST B_NA_PRE B_NA_POS B_UE_PRE B_UE_POS
________ ________ ________ ________ ________
PSI_POST 0.010
B_NA_PRE 0.002 0.004
B_NA_POS 0.006 0.003 0.007
B_UE_PRE 0.001 0.000 0.001 0.000
B_UE_POS 0.003 0.000 0.002 0.000 0.001
Correlations
PHI_PRE_ BETA_PRE PSI_PRE_ PHI_POST BETA_POS
________ ________ ________ ________ ________
PHI_PRE_ 1.000
BETA_PRE 0.063 1.000
PSI_PRE_ 0.139 -0.052 1.000
PHI_POST 0.380 0.040 0.126 1.000
BETA_POS 0.212 0.766 0.054 0.227 1.000
PSI_POST 0.033 0.190 0.123 0.435 0.334
B_NA_PRE -0.264 0.638 0.105 -0.061 0.431
B_NA_POS 0.035 0.545 0.040 0.163 0.732
B_UE_PRE 0.319 0.297 0.556 0.343 0.349
B_UE_POS 0.150 0.196 0.264 0.506 0.373
Correlations
PSI_POST B_NA_PRE B_NA_POS B_UE_PRE B_UE_POS
________ ________ ________ ________ ________
PSI_POST 1.000
B_NA_PRE 0.248 1.000
B_NA_POS 0.685 0.480 1.000
B_UE_PRE 0.515 0.317 0.403 1.000
B_UE_POS 0.889 0.209 0.652 0.670 1.000
PLOT INFORMATION
The following plots are available:
Histograms (sample values, estimated factor scores)
Scatterplots (sample values, estimated factor scores)
Between-level histograms (sample values, sample/estimated means/variances, estimated factor scores)
Between-level scatterplots (sample values, sample/estimated means/variances, estimated factor scores)
Two-level cluster-specific observed and estimated values plots
Time series plots (sample values, ACF, PACF, estimated factor scores)
Histogram of subjects per time point
Time interval plots
Bayesian posterior parameter distributions
Bayesian posterior parameter trace plots
Bayesian autocorrelation plots
Latent variable distribution plots
DIAGRAM INFORMATION
Mplus diagrams are currently not available for multilevel analysis.
No diagram output was produced.
Beginning Time: 23:01:55
Ending Time: 00:23:16
Elapsed Time: 01:21:21
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