Mplus VERSION 8.6
MUTHEN & MUTHEN
05/23/2021 7:55 PM
OUTPUT SECTIONS
INPUT INSTRUCTIONS
TITLE: Multilevel VAR(1) for negative affect (NA) and
unpleasant experiences (UE; recoded).
With level:
- random means for both variables
- random slopes
- random varianes
Between level:
- a common factor for the random effects
- an observed predictor of the common factor
- an observed outcome of the common factor
Compute the indirect effect
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 ham_pre ham_post ue_pre;
BETWEEN = ham_pre ham_post;
LAGGED = na_pre(1) ue_pre(1);
TINTERVAL = TimeHours(1);
MISSING = ALL(-999);
DEFINE: ue_pre = -1*U2P_pre;
STANDARDIZE(ham_pre);
STANDARDIZE(ham_post);
ANALYSIS: TYPE = TWOLEVEL RANDOM;
ESTIMATOR = BAYES;
PROC = 2;
BITER = (3000);
BSEED = 8747;
THIN = 5;
MODEL:
%WITHIN%
phi_na | na_pre ON na_pre&1; ! autoregression NA (lag 1)
beta_na | na_pre ON ue_pre; ! cross-regression from UE to NA (lag 0)
phi_ue | ue_pre ON ue_pre&1; ! autoregression UE (lag 1)
beta_ue | ue_pre on na_pre&1;! cross-lagged regression from NA to UE (lag 1)
psi_na | na_pre; ! random residual variance NA
psi_ue | ue_pre; ! random residual variance UE
%BETWEEN%
! Specify a common factor for the random effects
c BY na_pre@1 ue_pre phi_na-psi_ue*.1;
! Formulate a path model for the observed predictor
! the observed outcome, and the common factor
c ON ham_pre (a);
ham_post ON c ham_pre (b d);
MODEL CONSTRAINT:
new (indirect); indirect=a*b; ! Compute indirect effect through the common factor c
OUTPUT: TECH1 TECH8 STDYX FSCOMPARISON;
PLOT: TYPE = PLOT3;
FACTOR =ALL;
INPUT READING TERMINATED NORMALLY
Multilevel VAR(1) for negative affect (NA) and
unpleasant experiences (UE; recoded).
With level:
- random means for both variables
- random slopes
- random varianes
Between level:
- a common factor for the random effects
- an observed predictor of the common factor
- an observed outcome of the common factor
Compute the indirect effect
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 54567
Number of dependent variables 3
Number of independent variables 3
Number of continuous latent variables 7
Observed dependent variables
Continuous
HAM_POST NA_PRE UE_PRE
Observed independent variables
HAM_PRE NA_PRE&1 UE_PRE&1
Continuous latent variables
C PHI_NA BETA_NA PHI_UE BETA_UE PSI_NA
PSI_UE
Variables with special functions
Cluster variable ID
Within variables
NA_PRE&1 UE_PRE&1
Between variables
HAM_PRE HAM_POST
Estimator BAYES
Specifications for Bayesian Estimation
Point estimate MEDIAN
Number of Markov chain Monte Carlo (MCMC) chains 2
Random seed for the first chain 8747
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 50
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 12
MISSING DATA PATTERNS (x = not missing)
1 2 3 4 5 6 7 8 9 10 11 12
HAM_POST x x x x x x x x x x x x
NA_PRE x x x x x x x
UE_PRE x x x x x
NA_PRE&1 x x x x x x
UE_PRE&1 x x x x x
HAM_PRE x x x x x x x x x x x x
MISSING DATA PATTERN FREQUENCIES
Pattern Frequency Pattern Frequency Pattern Frequency
1 2547 5 99 9 13
2 3386 6 100 10 4
3 3377 7 59 11 2
4 44918 8 60 12 2
COVARIANCE COVERAGE OF DATA
Minimum covariance coverage value 0.100
PROPORTION OF DATA PRESENT
Covariance Coverage
HAM_POST NA_PRE UE_PRE HAM_PRE
________ ________ ________ ________
HAM_POST 1.000
NA_PRE 0.113 0.113
UE_PRE 0.110 0.110 0.110
HAM_PRE 1.000 0.113 0.110 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
HAM_POST 0.023 0.544 -1.637 3.88% -0.968 -0.300 -0.077
129.000 1.042 -0.267 2.821 0.78% 0.146 0.815
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
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
HAM_PRE 0.025 0.017 -2.636 0.78% -0.921 -0.064 -0.064
129.000 1.006 -0.353 2.223 2.33% 0.222 0.794
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:
39 3
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 29
Information Criteria
Deviance (DIC) 385725.147
Estimated Number of Parameters (pD) 92454.918
MODEL RESULTS
Posterior One-Tailed 95% C.I.
Estimate S.D. P-Value Lower 2.5% Upper 2.5% Significance
Within Level
Between Level
C BY
NA_PRE 1.000 0.000 0.000 1.000 1.000
UE_PRE 0.379 0.104 0.000 0.193 0.600 *
C BY
PHI_NA 0.041 0.046 0.185 -0.050 0.132
BETA_NA 0.073 0.013 0.000 0.050 0.101 *
PHI_UE 0.059 0.053 0.116 -0.041 0.170
BETA_UE -0.185 0.092 0.014 -0.395 -0.024 *
PSI_NA 1.367 0.197 0.000 1.041 1.826 *
PSI_UE 0.042 0.099 0.334 -0.152 0.246
C ON
HAM_PRE 0.289 0.054 0.000 0.184 0.399 *
HAM_POST ON
C 0.390 0.210 0.030 -0.019 0.803
HAM_POST ON
HAM_PRE 0.263 0.104 0.008 0.052 0.467 *
Intercepts
HAM_POST 0.014 0.086 0.439 -0.155 0.184
NA_PRE 2.015 0.058 0.000 1.903 2.133 *
UE_PRE -1.281 0.052 0.000 -1.381 -1.175 *
PHI_NA 0.475 0.023 0.000 0.428 0.517 *
BETA_NA 0.108 0.007 0.000 0.094 0.122 *
PHI_UE 0.133 0.024 0.000 0.085 0.179 *
BETA_UE 0.245 0.044 0.000 0.160 0.334 *
PSI_NA -1.169 0.077 0.000 -1.322 -1.017 *
PSI_UE 0.874 0.050 0.000 0.778 0.972 *
Residual Variances
HAM_POST 0.907 0.123 0.000 0.707 1.180 *
NA_PRE 0.144 0.046 0.000 0.057 0.238 *
UE_PRE 0.226 0.038 0.000 0.162 0.311 *
C 0.240 0.057 0.000 0.142 0.363 *
PHI_NA 0.041 0.008 0.000 0.029 0.061 *
BETA_NA 0.001 0.001 0.000 0.000 0.003 *
PHI_UE 0.022 0.009 0.000 0.007 0.042 *
BETA_UE 0.027 0.019 0.000 0.002 0.075 *
PSI_NA 0.270 0.075 0.000 0.132 0.429 *
PSI_UE 0.257 0.039 0.000 0.192 0.348 *
New/Additional Parameters
INDIRECT 0.109 0.063 0.030 -0.006 0.244
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_NA | NA_PRE ON
NA_PRE&1 0.474 0.014 0.000 0.447 0.500 *
BETA_NA | NA_PRE ON
UE_PRE 0.229 0.011 0.000 0.209 0.250 *
PHI_UE | UE_PRE ON
UE_PRE&1 0.134 0.020 0.000 0.093 0.171 *
BETA_UE | UE_PRE ON
NA_PRE&1 0.105 0.016 0.000 0.073 0.138 *
PSI_NA |
NA_PRE 0.640 0.013 0.000 0.615 0.663 *
PSI_UE |
UE_PRE 0.927 0.010 0.000 0.907 0.946 *
Between Level
C BY
NA_PRE 0.813 0.064 0.000 0.673 0.928 *
UE_PRE 0.392 0.094 0.000 0.203 0.555 *
C BY
PHI_NA 0.104 0.115 0.185 -0.125 0.327
BETA_NA 0.736 0.105 0.000 0.517 0.930 *
PHI_UE 0.211 0.180 0.116 -0.156 0.557
BETA_UE -0.508 0.224 0.014 -0.940 -0.068 *
PSI_NA 0.813 0.056 0.000 0.694 0.912 *
PSI_UE 0.043 0.101 0.334 -0.158 0.235
C ON
HAM_PRE 0.386 0.063 0.000 0.255 0.500 *
HAM_POST ON
C 0.203 0.105 0.030 -0.010 0.396
HAM_POST ON
HAM_PRE 0.184 0.072 0.008 0.036 0.323 *
Intercepts
HAM_POST 0.014 0.084 0.439 -0.153 0.178
NA_PRE 3.084 0.222 0.000 2.657 3.546 *
UE_PRE -2.468 0.218 0.000 -2.917 -2.062 *
PHI_NA 2.302 0.263 0.000 1.819 2.857 *
BETA_NA 2.013 0.284 0.000 1.550 2.663 *
PHI_UE 0.866 0.303 0.000 0.481 1.592 *
BETA_UE 1.254 0.392 0.000 0.706 2.262 *
PSI_NA -1.308 0.124 0.000 -1.559 -1.072 *
PSI_UE 1.712 0.163 0.000 1.403 2.049 *
Residual Variances
HAM_POST 0.890 0.045 0.000 0.785 0.962 *
NA_PRE 0.338 0.103 0.000 0.139 0.547 *
UE_PRE 0.846 0.072 0.000 0.691 0.959 *
C 0.851 0.048 0.000 0.750 0.934 *
PHI_NA 0.987 0.030 0.000 0.893 1.000 *
BETA_NA 0.459 0.152 0.000 0.134 0.733 *
PHI_UE 0.954 0.086 0.000 0.681 1.000 *
BETA_UE 0.741 0.230 0.000 0.116 0.993 *
PSI_NA 0.339 0.089 0.000 0.168 0.518 *
PSI_UE 0.995 0.016 0.000 0.943 1.000 *
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 0.360 0.013 0.000 0.337 0.385
UE_PRE 0.073 0.010 0.000 0.054 0.093
Between Level
Posterior One-Tailed 95% C.I.
Variable Estimate S.D. P-Value Lower 2.5% Upper 2.5%
HAM_POST 0.110 0.045 0.000 0.038 0.215
NA_PRE 0.662 0.103 0.000 0.452 0.860
UE_PRE 0.154 0.072 0.000 0.041 0.308
Posterior One-Tailed 95% C.I.
Variable Estimate S.D. P-Value Lower 2.5% Upper 2.5%
C 0.149 0.048 0.000 0.065 0.250
PHI_NA 0.013 0.030 0.000 0.000 0.107
BETA_NA 0.541 0.152 0.000 0.267 0.866
PHI_UE 0.046 0.086 0.000 0.000 0.314
BETA_UE 0.259 0.230 0.000 0.007 0.881
PSI_NA 0.661 0.089 0.000 0.482 0.832
PSI_UE 0.005 0.016 0.000 0.000 0.057
BETWEEN-LEVEL FACTOR SCORE COMPARISONS
Results for Factor C
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 120 1.154 2 82 1.033 3 13 1.022
4 124 0.983 5 40 0.921 6 28 0.919
7 95 0.898 8 127 0.888 9 134 0.871
10 107 0.796 11 122 0.778 12 121 0.772
13 138 0.752 14 27 0.733 15 49 0.665
16 17 0.633 17 68 0.573 18 139 0.547
19 69 0.519 20 76 0.511 21 81 0.500
22 104 0.489 23 105 0.483 24 66 0.463
25 23 0.434 26 70 0.410 27 117 0.409
28 71 0.399 29 135 0.385 30 79 0.383
31 100 0.380 32 64 0.377 33 137 0.372
34 131 0.358 35 22 0.338 36 143 0.325
37 16 0.325 38 31 0.320 39 140 0.319
40 39 0.312 41 125 0.272 42 30 0.265
43 50 0.248 44 94 0.234 45 5 0.227
46 128 0.218 47 8 0.216 48 97 0.212
49 1 0.211 50 15 0.207 51 103 0.186
52 4 0.163 53 32 0.151 54 72 0.150
55 9 0.144 56 106 0.142 57 123 0.114
58 62 0.069 59 37 0.051 60 19 0.049
61 10 0.045 62 48 0.043 63 46 0.043
64 52 0.019 65 53 0.003 66 61 -0.002
67 126 -0.010 68 36 -0.011 69 136 -0.012
70 57 -0.029 71 59 -0.032 72 58 -0.046
73 130 -0.075 74 90 -0.088 75 51 -0.098
76 29 -0.115 77 119 -0.117 78 24 -0.131
79 18 -0.152 80 20 -0.176 81 21 -0.178
82 55 -0.193 83 92 -0.196 84 78 -0.208
85 114 -0.263 86 129 -0.265 87 73 -0.270
88 26 -0.304 89 116 -0.319 90 38 -0.341
91 54 -0.342 92 102 -0.349 93 3 -0.373
94 112 -0.378 95 11 -0.403 96 47 -0.419
97 56 -0.421 98 144 -0.424 99 33 -0.430
100 44 -0.434 101 83 -0.437 102 85 -0.446
103 98 -0.451 104 7 -0.469 105 80 -0.494
106 41 -0.503 107 88 -0.507 108 110 -0.524
109 45 -0.531 110 108 -0.540 111 14 -0.588
112 115 -0.592 113 42 -0.605 114 63 -0.617
115 2 -0.625 116 84 -0.632 117 34 -0.634
118 118 -0.638 119 60 -0.660 120 109 -0.701
121 91 -0.738 122 113 -0.742 123 86 -0.814
124 35 -0.823 125 101 -0.844 126 141 -0.894
127 99 -1.030 128 12 -1.116 129 43 -1.524
Results for Factor PHI_NA
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 39 0.880 2 66 0.834 3 144 0.823
4 141 0.813 5 3 0.809 6 60 0.804
7 108 0.781 8 116 0.773 9 20 0.734
10 58 0.730 11 104 0.711 12 125 0.709
13 134 0.701 14 1 0.697 15 138 0.682
16 117 0.671 17 49 0.662 18 14 0.659
19 83 0.659 20 121 0.652 21 8 0.651
22 5 0.650 23 131 0.650 24 52 0.642
25 29 0.635 26 28 0.633 27 61 0.628
28 130 0.625 29 2 0.611 30 106 0.607
31 32 0.605 32 98 0.600 33 72 0.599
34 44 0.597 35 41 0.597 36 85 0.595
37 27 0.591 38 107 0.590 39 36 0.585
40 26 0.571 41 119 0.556 42 33 0.552
43 42 0.551 44 54 0.546 45 62 0.542
46 140 0.541 47 95 0.538 48 9 0.530
49 21 0.530 50 137 0.526 51 71 0.513
52 46 0.511 53 18 0.505 54 115 0.500
55 59 0.493 56 97 0.489 57 100 0.488
58 135 0.488 59 92 0.487 60 30 0.485
61 122 0.485 62 16 0.481 63 10 0.480
64 120 0.478 65 13 0.477 66 103 0.474
67 127 0.474 68 45 0.470 69 63 0.463
70 64 0.462 71 80 0.454 72 78 0.454
73 31 0.447 74 143 0.447 75 123 0.443
76 94 0.434 77 101 0.432 78 113 0.429
79 23 0.428 80 86 0.426 81 109 0.425
82 51 0.422 83 90 0.420 84 129 0.417
85 56 0.414 86 11 0.410 87 40 0.410
88 91 0.398 89 82 0.395 90 19 0.393
91 102 0.389 92 48 0.389 93 7 0.388
94 70 0.385 95 68 0.374 96 53 0.367
97 55 0.363 98 57 0.358 99 110 0.358
100 81 0.340 101 76 0.333 102 15 0.322
103 136 0.319 104 69 0.318 105 34 0.313
106 50 0.313 107 79 0.311 108 4 0.309
109 128 0.306 110 124 0.299 111 47 0.299
112 114 0.296 113 73 0.292 114 37 0.289
115 105 0.284 116 139 0.280 117 84 0.277
118 38 0.268 119 43 0.256 120 22 0.249
121 112 0.221 122 35 0.197 123 126 0.194
124 12 0.189 125 24 0.179 126 17 0.176
127 88 0.176 128 99 0.165 129 118 0.115
Results for Factor BETA_NA
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 121 0.193 2 127 0.187 3 124 0.186
4 120 0.183 5 138 0.182 6 40 0.180
7 122 0.177 8 95 0.172 9 27 0.171
10 49 0.170 11 81 0.169 12 8 0.166
13 107 0.162 14 128 0.161 15 13 0.161
16 79 0.161 17 82 0.160 18 134 0.159
19 131 0.152 20 70 0.151 21 139 0.150
22 143 0.148 23 28 0.148 24 22 0.147
25 48 0.146 26 68 0.146 27 5 0.145
28 69 0.145 29 71 0.145 30 39 0.143
31 17 0.142 32 106 0.137 33 76 0.136
34 125 0.136 35 66 0.136 36 104 0.136
37 103 0.136 38 30 0.133 39 16 0.133
40 135 0.133 41 23 0.131 42 72 0.130
43 140 0.129 44 4 0.129 45 10 0.128
46 24 0.128 47 137 0.127 48 59 0.126
49 37 0.126 50 31 0.125 51 1 0.123
52 9 0.121 53 73 0.121 54 105 0.120
55 46 0.120 56 15 0.119 57 94 0.117
58 32 0.117 59 136 0.116 60 117 0.115
61 64 0.115 62 38 0.112 63 20 0.111
64 83 0.110 65 55 0.110 66 100 0.109
67 53 0.109 68 123 0.108 69 85 0.108
70 130 0.105 71 19 0.104 72 62 0.104
73 97 0.103 74 58 0.103 75 52 0.098
76 57 0.098 77 26 0.098 78 36 0.097
79 33 0.097 80 119 0.096 81 21 0.096
82 61 0.096 83 84 0.093 84 126 0.092
85 50 0.091 86 51 0.089 87 11 0.087
88 56 0.087 89 90 0.087 90 144 0.086
91 98 0.085 92 3 0.085 93 110 0.084
94 102 0.083 95 112 0.081 96 88 0.080
97 63 0.080 98 78 0.077 99 29 0.077
100 80 0.076 101 114 0.076 102 54 0.072
103 92 0.071 104 60 0.069 105 18 0.068
106 7 0.066 107 91 0.061 108 42 0.060
109 129 0.059 110 35 0.058 111 47 0.058
112 14 0.055 113 118 0.055 114 41 0.054
115 116 0.052 116 45 0.052 117 2 0.049
118 86 0.047 119 34 0.045 120 115 0.040
121 108 0.040 122 113 0.035 123 44 0.033
124 109 0.029 125 12 0.026 126 101 0.023
127 141 0.020 128 43 0.013 129 99 0.010
Results for Factor PHI_UE
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 82 0.487 2 4 0.365 3 49 0.315
4 13 0.315 5 100 0.310 6 120 0.308
7 32 0.303 8 50 0.284 9 17 0.274
10 70 0.274 11 28 0.272 12 124 0.268
13 5 0.267 14 107 0.265 15 48 0.264
16 57 0.261 17 63 0.259 18 137 0.258
19 40 0.256 20 20 0.253 21 66 0.249
22 58 0.239 23 138 0.238 24 37 0.236
25 16 0.234 26 8 0.232 27 95 0.228
28 68 0.227 29 121 0.225 30 23 0.223
31 36 0.222 32 10 0.218 33 125 0.216
34 134 0.216 35 79 0.212 36 69 0.210
37 143 0.208 38 27 0.206 39 31 0.203
40 61 0.200 41 76 0.196 42 88 0.195
43 81 0.194 44 1 0.192 45 139 0.190
46 110 0.187 47 71 0.182 48 123 0.179
49 98 0.177 50 92 0.175 51 97 0.174
52 44 0.172 53 46 0.171 54 21 0.170
55 94 0.169 56 106 0.163 57 129 0.163
58 45 0.162 59 135 0.162 60 19 0.159
61 140 0.157 62 51 0.157 63 104 0.156
64 24 0.156 65 9 0.152 66 14 0.152
67 53 0.152 68 126 0.152 69 84 0.149
70 29 0.148 71 117 0.143 72 72 0.137
73 105 0.136 74 60 0.136 75 130 0.135
76 64 0.133 77 38 0.130 78 127 0.127
79 39 0.125 80 128 0.124 81 3 0.124
82 116 0.124 83 122 0.116 84 112 0.110
85 136 0.109 86 59 0.108 87 85 0.099
88 90 0.096 89 52 0.093 90 11 0.092
91 144 0.091 92 7 0.090 93 22 0.082
94 114 0.080 95 119 0.080 96 30 0.079
97 26 0.075 98 62 0.075 99 118 0.074
100 131 0.071 101 47 0.070 102 2 0.067
103 86 0.065 104 91 0.058 105 78 0.049
106 33 0.047 107 99 0.035 108 113 0.032
109 12 0.031 110 73 0.028 111 115 0.027
112 102 0.027 113 54 0.024 114 80 0.024
115 56 0.022 116 83 0.022 117 141 0.014
118 41 0.011 119 15 0.007 120 103 0.006
121 109 -0.011 122 55 -0.014 123 108 -0.019
124 101 -0.028 125 35 -0.029 126 43 -0.034
127 42 -0.038 128 34 -0.041 129 18 -0.060
Results for Factor BETA_UE
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 60 0.590 2 43 0.469 3 85 0.407
4 8 0.405 5 12 0.405 6 35 0.399
7 126 0.395 8 99 0.392 9 110 0.388
10 63 0.386 11 140 0.385 12 141 0.376
13 44 0.370 14 125 0.364 15 86 0.363
16 98 0.362 17 101 0.355 18 130 0.349
19 91 0.345 20 66 0.343 21 88 0.338
22 2 0.335 23 144 0.326 24 41 0.326
25 115 0.325 26 21 0.324 27 109 0.314
28 1 0.313 29 20 0.307 30 57 0.307
31 11 0.302 32 48 0.301 33 61 0.301
34 114 0.300 35 29 0.300 36 113 0.293
37 22 0.290 38 38 0.289 39 59 0.289
40 33 0.288 41 42 0.287 42 19 0.287
43 73 0.285 44 7 0.285 45 137 0.280
46 54 0.278 47 69 0.269 48 14 0.267
49 118 0.265 50 56 0.264 51 34 0.264
52 136 0.263 53 58 0.257 54 123 0.256
55 5 0.253 56 116 0.249 57 26 0.246
58 102 0.246 59 64 0.243 60 36 0.242
61 84 0.241 62 112 0.235 63 92 0.230
64 9 0.229 65 55 0.228 66 139 0.226
67 49 0.224 68 17 0.224 69 81 0.218
70 129 0.216 71 53 0.214 72 31 0.214
73 83 0.212 74 90 0.210 75 24 0.209
76 4 0.206 77 103 0.206 78 52 0.205
79 3 0.205 80 10 0.200 81 79 0.198
82 18 0.195 83 94 0.192 84 97 0.189
85 72 0.183 86 45 0.179 87 47 0.173
88 80 0.168 89 71 0.168 90 143 0.164
91 32 0.164 92 46 0.164 93 119 0.159
94 106 0.156 95 107 0.156 96 50 0.150
97 76 0.150 98 78 0.146 99 30 0.139
100 70 0.127 101 68 0.125 102 124 0.119
103 95 0.118 104 117 0.118 105 138 0.110
106 62 0.109 107 105 0.108 108 108 0.107
109 28 0.104 110 27 0.097 111 131 0.097
112 121 0.092 113 135 0.087 114 104 0.086
115 37 0.085 116 16 0.085 117 51 0.079
118 39 0.071 119 23 0.066 120 128 0.059
121 127 0.026 122 134 0.011 123 40 0.009
124 100 0.007 125 82 -0.009 126 13 -0.019
127 120 -0.021 128 15 -0.028 129 122 -0.055
Results for Factor PSI_NA
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 28 0.707 2 120 0.268 3 23 0.246
4 127 0.228 5 82 0.204 6 107 0.168
7 95 0.161 8 122 0.142 9 140 0.124
10 135 0.076 11 13 0.066 12 71 -0.036
13 27 -0.073 14 128 -0.100 15 40 -0.100
16 138 -0.101 17 97 -0.101 18 22 -0.189
19 143 -0.305 20 139 -0.340 21 105 -0.362
22 104 -0.411 23 100 -0.433 24 123 -0.450
25 50 -0.460 26 121 -0.466 27 134 -0.481
28 69 -0.494 29 79 -0.507 30 66 -0.515
31 46 -0.573 32 131 -0.581 33 5 -0.586
34 81 -0.601 35 4 -0.604 36 16 -0.634
37 137 -0.684 38 68 -0.693 39 52 -0.696
40 124 -0.732 41 64 -0.750 42 39 -0.759
43 15 -0.765 44 30 -0.775 45 17 -0.777
46 136 -0.798 47 126 -0.802 48 53 -0.806
49 9 -0.816 50 62 -0.817 51 90 -0.818
52 70 -0.858 53 103 -0.869 54 58 -0.869
55 48 -0.881 56 31 -0.923 57 94 -0.929
58 130 -0.945 59 37 -0.946 60 19 -0.952
61 49 -0.981 62 106 -0.999 63 1 -1.003
64 51 -1.004 65 61 -1.011 66 76 -1.020
67 57 -1.057 68 29 -1.061 69 119 -1.106
70 54 -1.110 71 72 -1.143 72 125 -1.170
73 114 -1.185 74 10 -1.187 75 92 -1.202
76 59 -1.225 77 47 -1.241 78 102 -1.268
79 32 -1.288 80 21 -1.309 81 73 -1.318
82 24 -1.325 83 129 -1.331 84 44 -1.349
85 112 -1.368 86 36 -1.413 87 117 -1.492
88 18 -1.496 89 8 -1.543 90 115 -1.575
91 85 -1.611 92 55 -1.614 93 144 -1.616
94 56 -1.624 95 20 -1.668 96 26 -1.704
97 116 -1.725 98 118 -1.725 99 98 -1.752
100 83 -1.763 101 113 -1.789 102 78 -1.791
103 80 -1.830 104 3 -1.831 105 33 -1.865
106 108 -1.875 107 11 -1.919 108 38 -1.928
109 7 -1.986 110 42 -2.030 111 45 -2.036
112 34 -2.056 113 110 -2.060 114 101 -2.152
115 41 -2.177 116 60 -2.203 117 2 -2.237
118 84 -2.349 119 14 -2.419 120 91 -2.483
121 109 -2.485 122 141 -2.502 123 35 -2.567
124 63 -2.708 125 86 -2.852 126 88 -2.893
127 99 -3.038 128 12 -3.585 129 43 -5.808
Results for Factor PSI_UE
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 62 1.850 2 44 1.637 3 143 1.602
4 114 1.576 5 86 1.565 6 41 1.563
7 53 1.552 8 128 1.527 9 115 1.514
10 58 1.485 11 34 1.468 12 123 1.468
13 101 1.449 14 57 1.440 15 90 1.440
16 28 1.419 17 138 1.392 18 134 1.386
19 3 1.372 20 125 1.343 21 120 1.337
22 32 1.267 23 26 1.258 24 122 1.235
25 105 1.228 26 59 1.226 27 99 1.207
28 82 1.206 29 19 1.205 30 4 1.200
31 80 1.147 32 23 1.133 33 33 1.130
34 36 1.127 35 126 1.124 36 64 1.124
37 1 1.116 38 121 1.105 39 71 1.089
40 131 1.083 41 9 1.083 42 116 1.052
43 73 1.050 44 139 1.045 45 140 1.034
46 14 1.034 47 29 1.016 48 102 1.011
49 37 1.011 50 49 0.998 51 81 0.998
52 117 0.991 53 27 0.989 54 144 0.988
55 92 0.984 56 40 0.976 57 88 0.976
58 8 0.971 59 21 0.966 60 48 0.957
61 91 0.955 62 38 0.955 63 97 0.950
64 7 0.943 65 5 0.937 66 136 0.928
67 51 0.924 68 60 0.914 69 50 0.907
70 20 0.898 71 127 0.891 72 137 0.890
73 107 0.887 74 47 0.879 75 129 0.878
76 85 0.876 77 12 0.860 78 13 0.825
79 31 0.821 80 78 0.813 81 18 0.795
82 43 0.785 83 52 0.776 84 112 0.772
85 11 0.764 86 16 0.754 87 113 0.753
88 72 0.753 89 106 0.743 90 103 0.740
91 66 0.740 92 109 0.734 93 61 0.724
94 22 0.719 95 100 0.714 96 119 0.710
97 79 0.703 98 84 0.698 99 98 0.686
100 69 0.685 101 68 0.684 102 17 0.649
103 10 0.590 104 54 0.569 105 35 0.550
106 55 0.516 107 104 0.496 108 130 0.466
109 110 0.447 110 94 0.386 111 108 0.360
112 63 0.356 113 124 0.309 114 45 0.302
115 24 0.254 116 83 0.241 117 56 0.219
118 2 0.218 119 135 0.154 120 118 0.112
121 76 0.060 122 141 0.001 123 15 -0.041
124 46 -0.064 125 95 -0.136 126 42 -0.172
127 70 -0.278 128 39 -0.759 129 30 -1.017
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 3.868 2 120 3.684 3 134 3.599
4 13 3.396 5 28 3.334 6 40 3.291
7 117 3.260 8 68 3.242 9 138 3.228
10 121 3.196 11 64 3.196 12 76 3.155
13 49 3.105 14 107 3.077 15 17 3.058
16 82 3.050 17 66 3.037 18 27 2.989
19 127 2.878 20 69 2.830 21 95 2.823
22 122 2.759 23 104 2.756 24 70 2.660
25 139 2.650 26 131 2.632 27 81 2.615
28 39 2.537 29 105 2.483 30 103 2.479
31 137 2.425 32 50 2.414 33 16 2.346
34 72 2.346 35 31 2.345 36 8 2.313
37 71 2.293 38 135 2.290 39 100 2.288
40 140 2.286 41 1 2.283 42 79 2.271
43 9 2.232 44 32 2.210 45 22 2.207
46 94 2.200 47 23 2.188 48 30 2.154
49 97 2.146 50 5 2.110 51 18 2.096
52 106 2.081 53 57 2.060 54 19 2.056
55 78 2.043 56 15 2.035 57 136 2.025
58 10 2.016 59 123 2.009 60 125 1.979
61 46 1.976 62 20 1.961 63 55 1.926
64 36 1.920 65 4 1.914 66 143 1.912
67 58 1.895 68 52 1.881 69 21 1.870
70 116 1.869 71 130 1.851 72 119 1.838
73 29 1.807 74 126 1.793 75 114 1.782
76 61 1.781 77 128 1.774 78 59 1.768
79 53 1.720 80 90 1.719 81 7 1.699
82 26 1.682 83 37 1.680 84 62 1.653
85 48 1.634 86 24 1.616 87 102 1.612
88 129 1.599 89 41 1.592 90 92 1.580
91 51 1.571 92 54 1.543 93 88 1.534
94 85 1.515 95 98 1.512 96 108 1.508
97 144 1.505 98 56 1.501 99 44 1.500
100 73 1.477 101 3 1.460 102 14 1.445
103 11 1.433 104 33 1.430 105 2 1.420
106 83 1.416 107 109 1.365 108 115 1.343
109 45 1.337 110 118 1.330 111 38 1.316
112 47 1.312 113 42 1.297 114 110 1.290
115 80 1.281 116 112 1.272 117 86 1.235
118 34 1.220 119 101 1.186 120 113 1.173
121 35 1.161 122 84 1.152 123 91 1.131
124 63 1.128 125 141 1.114 126 60 1.104
127 12 1.066 128 99 1.028 129 43 1.010
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 -0.251 2 49 -0.282 3 82 -0.295
4 95 -0.429 5 32 -0.456 6 117 -0.461
7 59 -0.519 8 127 -0.570 9 45 -0.643
10 18 -0.645 11 105 -0.681 12 69 -0.685
13 134 -0.710 14 139 -0.716 15 53 -0.718
16 109 -0.738 17 5 -0.740 18 17 -0.774
19 34 -0.774 20 3 -0.780 21 20 -0.806
22 140 -0.819 23 41 -0.839 24 60 -0.844
25 62 -0.852 26 31 -0.853 27 44 -0.862
28 78 -0.870 29 125 -0.882 30 13 -0.888
31 94 -0.898 32 30 -0.918 33 137 -0.921
34 11 -0.926 35 114 -0.945 36 128 -0.969
37 15 -0.970 38 121 -1.001 39 100 -1.013
40 120 -1.017 41 16 -1.020 42 104 -1.053
43 4 -1.056 44 1 -1.066 45 90 -1.080
46 22 -1.089 47 138 -1.103 48 131 -1.120
49 72 -1.127 50 68 -1.137 51 48 -1.141
52 123 -1.149 53 50 -1.150 54 143 -1.164
55 76 -1.167 56 37 -1.169 57 9 -1.173
58 27 -1.183 59 119 -1.184 60 64 -1.190
61 51 -1.197 62 7 -1.200 63 122 -1.226
64 70 -1.241 65 124 -1.242 66 36 -1.259
67 56 -1.269 68 115 -1.271 69 136 -1.276
70 38 -1.290 71 71 -1.323 72 79 -1.337
73 21 -1.355 74 58 -1.359 75 103 -1.374
76 29 -1.380 77 57 -1.385 78 61 -1.396
79 86 -1.401 80 144 -1.409 81 107 -1.419
82 106 -1.436 83 101 -1.442 84 73 -1.463
85 92 -1.464 86 40 -1.477 87 8 -1.492
88 55 -1.498 89 63 -1.516 90 126 -1.517
91 80 -1.526 92 110 -1.535 93 52 -1.537
94 116 -1.555 95 28 -1.557 96 129 -1.582
97 112 -1.607 98 14 -1.636 99 10 -1.637
100 141 -1.653 101 24 -1.694 102 97 -1.699
103 12 -1.708 104 26 -1.714 105 47 -1.716
106 19 -1.722 107 66 -1.778 108 113 -1.778
109 102 -1.795 110 23 -1.838 111 43 -1.849
112 130 -1.880 113 88 -1.889 114 99 -1.908
115 98 -1.917 116 2 -1.940 117 108 -1.944
118 54 -1.983 119 33 -1.984 120 83 -2.036
121 85 -2.063 122 118 -2.080 123 135 -2.087
124 39 -2.089 125 46 -2.115 126 42 -2.241
127 91 -2.296 128 84 -2.306 129 35 -2.505
TECHNICAL 1 OUTPUT
PARAMETER SPECIFICATION FOR WITHIN
NU
NA_PRE UE_PRE NA_PRE&1 UE_PRE&1
________ ________ ________ ________
0 0 0 0
LAMBDA
NA_PRE UE_PRE NA_PRE&1 UE_PRE&1
________ ________ ________ ________
NA_PRE 0 0 0 0
UE_PRE 0 0 0 0
NA_PRE&1 0 0 0 0
UE_PRE&1 0 0 0 0
THETA
NA_PRE UE_PRE NA_PRE&1 UE_PRE&1
________ ________ ________ ________
NA_PRE 0
UE_PRE 0 0
NA_PRE&1 0 0 0
UE_PRE&1 0 0 0 0
ALPHA
NA_PRE UE_PRE NA_PRE&1 UE_PRE&1
________ ________ ________ ________
0 0 0 0
BETA
NA_PRE UE_PRE NA_PRE&1 UE_PRE&1
________ ________ ________ ________
NA_PRE 0 0 0 0
UE_PRE 0 0 0 0
NA_PRE&1 0 0 0 0
UE_PRE&1 0 0 0 0
PSI
NA_PRE UE_PRE NA_PRE&1 UE_PRE&1
________ ________ ________ ________
NA_PRE 0
UE_PRE 0 0
NA_PRE&1 0 0 0
UE_PRE&1 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN
NU
HAM_POST NA_PRE UE_PRE HAM_PRE
________ ________ ________ ________
0 0 0 0
LAMBDA
C PHI_NA BETA_NA PHI_UE BETA_UE
________ ________ ________ ________ ________
HAM_POST 0 0 0 0 0
NA_PRE 0 0 0 0 0
UE_PRE 0 0 0 0 0
HAM_PRE 0 0 0 0 0
LAMBDA
PSI_NA PSI_UE HAM_POST NA_PRE UE_PRE
________ ________ ________ ________ ________
HAM_POST 0 0 0 0 0
NA_PRE 0 0 0 0 0
UE_PRE 0 0 0 0 0
HAM_PRE 0 0 0 0 0
LAMBDA
HAM_PRE
________
HAM_POST 0
NA_PRE 0
UE_PRE 0
HAM_PRE 0
THETA
HAM_POST NA_PRE UE_PRE HAM_PRE
________ ________ ________ ________
HAM_POST 0
NA_PRE 0 0
UE_PRE 0 0 0
HAM_PRE 0 0 0 0
ALPHA
C PHI_NA BETA_NA PHI_UE BETA_UE
________ ________ ________ ________ ________
0 1 2 3 4
ALPHA
PSI_NA PSI_UE HAM_POST NA_PRE UE_PRE
________ ________ ________ ________ ________
5 6 7 8 9
ALPHA
HAM_PRE
________
0
BETA
C PHI_NA BETA_NA PHI_UE BETA_UE
________ ________ ________ ________ ________
C 0 0 0 0 0
PHI_NA 11 0 0 0 0
BETA_NA 12 0 0 0 0
PHI_UE 13 0 0 0 0
BETA_UE 14 0 0 0 0
PSI_NA 15 0 0 0 0
PSI_UE 16 0 0 0 0
HAM_POST 17 0 0 0 0
NA_PRE 0 0 0 0 0
UE_PRE 19 0 0 0 0
HAM_PRE 0 0 0 0 0
BETA
PSI_NA PSI_UE HAM_POST NA_PRE UE_PRE
________ ________ ________ ________ ________
C 0 0 0 0 0
PHI_NA 0 0 0 0 0
BETA_NA 0 0 0 0 0
PHI_UE 0 0 0 0 0
BETA_UE 0 0 0 0 0
PSI_NA 0 0 0 0 0
PSI_UE 0 0 0 0 0
HAM_POST 0 0 0 0 0
NA_PRE 0 0 0 0 0
UE_PRE 0 0 0 0 0
HAM_PRE 0 0 0 0 0
BETA
HAM_PRE
________
C 10
PHI_NA 0
BETA_NA 0
PHI_UE 0
BETA_UE 0
PSI_NA 0
PSI_UE 0
HAM_POST 18
NA_PRE 0
UE_PRE 0
HAM_PRE 0
PSI
C PHI_NA BETA_NA PHI_UE BETA_UE
________ ________ ________ ________ ________
C 20
PHI_NA 0 21
BETA_NA 0 0 22
PHI_UE 0 0 0 23
BETA_UE 0 0 0 0 24
PSI_NA 0 0 0 0 0
PSI_UE 0 0 0 0 0
HAM_POST 0 0 0 0 0
NA_PRE 0 0 0 0 0
UE_PRE 0 0 0 0 0
HAM_PRE 0 0 0 0 0
PSI
PSI_NA PSI_UE HAM_POST NA_PRE UE_PRE
________ ________ ________ ________ ________
PSI_NA 25
PSI_UE 0 26
HAM_POST 0 0 27
NA_PRE 0 0 0 28
UE_PRE 0 0 0 0 29
HAM_PRE 0 0 0 0 0
PSI
HAM_PRE
________
HAM_PRE 0
PARAMETER SPECIFICATION FOR THE ADDITIONAL PARAMETERS
NEW/ADDITIONAL PARAMETERS
INDIRECT
________
30
STARTING VALUES FOR WITHIN
NU
NA_PRE UE_PRE NA_PRE&1 UE_PRE&1
________ ________ ________ ________
0.000 0.000 0.000 0.000
LAMBDA
NA_PRE UE_PRE NA_PRE&1 UE_PRE&1
________ ________ ________ ________
NA_PRE 1.000 0.000 0.000 0.000
UE_PRE 0.000 1.000 0.000 0.000
NA_PRE&1 0.000 0.000 1.000 0.000
UE_PRE&1 0.000 0.000 0.000 1.000
THETA
NA_PRE UE_PRE NA_PRE&1 UE_PRE&1
________ ________ ________ ________
NA_PRE 0.000
UE_PRE 0.000 0.000
NA_PRE&1 0.000 0.000 0.000
UE_PRE&1 0.000 0.000 0.000 0.000
ALPHA
NA_PRE UE_PRE NA_PRE&1 UE_PRE&1
________ ________ ________ ________
0.000 0.000 0.000 0.000
BETA
NA_PRE UE_PRE NA_PRE&1 UE_PRE&1
________ ________ ________ ________
NA_PRE 0.000 0.000 0.000 0.000
UE_PRE 0.000 0.000 0.000 0.000
NA_PRE&1 0.000 0.000 0.000 0.000
UE_PRE&1 0.000 0.000 0.000 0.000
PSI
NA_PRE UE_PRE NA_PRE&1 UE_PRE&1
________ ________ ________ ________
NA_PRE 0.000
UE_PRE 0.000 0.000
NA_PRE&1 0.000 0.000 0.598
UE_PRE&1 0.000 0.000 0.000 1.550
STARTING VALUES FOR BETWEEN
NU
HAM_POST NA_PRE UE_PRE HAM_PRE
________ ________ ________ ________
0.000 0.000 0.000 0.000
LAMBDA
C PHI_NA BETA_NA PHI_UE BETA_UE
________ ________ ________ ________ ________
HAM_POST 0.000 0.000 0.000 0.000 0.000
NA_PRE 0.000 0.000 0.000 0.000 0.000
UE_PRE 0.000 0.000 0.000 0.000 0.000
HAM_PRE 0.000 0.000 0.000 0.000 0.000
LAMBDA
PSI_NA PSI_UE HAM_POST NA_PRE UE_PRE
________ ________ ________ ________ ________
HAM_POST 0.000 0.000 1.000 0.000 0.000
NA_PRE 0.000 0.000 0.000 1.000 0.000
UE_PRE 0.000 0.000 0.000 0.000 1.000
HAM_PRE 0.000 0.000 0.000 0.000 0.000
LAMBDA
HAM_PRE
________
HAM_POST 0.000
NA_PRE 0.000
UE_PRE 0.000
HAM_PRE 1.000
THETA
HAM_POST NA_PRE UE_PRE HAM_PRE
________ ________ ________ ________
HAM_POST 0.000
NA_PRE 0.000 0.000
UE_PRE 0.000 0.000 0.000
HAM_PRE 0.000 0.000 0.000 0.000
ALPHA
C PHI_NA BETA_NA PHI_UE BETA_UE
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
ALPHA
PSI_NA PSI_UE HAM_POST NA_PRE UE_PRE
________ ________ ________ ________ ________
0.000 0.000 0.000 2.048 -1.247
ALPHA
HAM_PRE
________
0.000
BETA
C PHI_NA BETA_NA PHI_UE BETA_UE
________ ________ ________ ________ ________
C 0.000 0.000 0.000 0.000 0.000
PHI_NA 0.100 0.000 0.000 0.000 0.000
BETA_NA 0.100 0.000 0.000 0.000 0.000
PHI_UE 0.100 0.000 0.000 0.000 0.000
BETA_UE 0.100 0.000 0.000 0.000 0.000
PSI_NA 0.100 0.000 0.000 0.000 0.000
PSI_UE 0.100 0.000 0.000 0.000 0.000
HAM_POST 0.000 0.000 0.000 0.000 0.000
NA_PRE 1.000 0.000 0.000 0.000 0.000
UE_PRE 1.000 0.000 0.000 0.000 0.000
HAM_PRE 0.000 0.000 0.000 0.000 0.000
BETA
PSI_NA PSI_UE HAM_POST NA_PRE UE_PRE
________ ________ ________ ________ ________
C 0.000 0.000 0.000 0.000 0.000
PHI_NA 0.000 0.000 0.000 0.000 0.000
BETA_NA 0.000 0.000 0.000 0.000 0.000
PHI_UE 0.000 0.000 0.000 0.000 0.000
BETA_UE 0.000 0.000 0.000 0.000 0.000
PSI_NA 0.000 0.000 0.000 0.000 0.000
PSI_UE 0.000 0.000 0.000 0.000 0.000
HAM_POST 0.000 0.000 0.000 0.000 0.000
NA_PRE 0.000 0.000 0.000 0.000 0.000
UE_PRE 0.000 0.000 0.000 0.000 0.000
HAM_PRE 0.000 0.000 0.000 0.000 0.000
BETA
HAM_PRE
________
C 0.000
PHI_NA 0.000
BETA_NA 0.000
PHI_UE 0.000
BETA_UE 0.000
PSI_NA 0.000
PSI_UE 0.000
HAM_POST 0.000
NA_PRE 0.000
UE_PRE 0.000
HAM_PRE 0.000
PSI
C PHI_NA BETA_NA PHI_UE BETA_UE
________ ________ ________ ________ ________
C 1.000
PHI_NA 0.000 1.000
BETA_NA 0.000 0.000 1.000
PHI_UE 0.000 0.000 0.000 1.000
BETA_UE 0.000 0.000 0.000 0.000 1.000
PSI_NA 0.000 0.000 0.000 0.000 0.000
PSI_UE 0.000 0.000 0.000 0.000 0.000
HAM_POST 0.000 0.000 0.000 0.000 0.000
NA_PRE 0.000 0.000 0.000 0.000 0.000
UE_PRE 0.000 0.000 0.000 0.000 0.000
HAM_PRE 0.000 0.000 0.000 0.000 0.000
PSI
PSI_NA PSI_UE HAM_POST NA_PRE UE_PRE
________ ________ ________ ________ ________
PSI_NA 1.000
PSI_UE 0.000 1.000
HAM_POST 0.000 0.000 0.500
NA_PRE 0.000 0.000 0.000 0.598
UE_PRE 0.000 0.000 0.000 0.000 1.552
HAM_PRE 0.000 0.000 0.000 0.000 0.000
PSI
HAM_PRE
________
HAM_PRE 0.500
STARTING VALUES FOR THE ADDITIONAL PARAMETERS
NEW/ADDITIONAL PARAMETERS
INDIRECT
________
0.500
PRIORS FOR ALL PARAMETERS PRIOR MEAN PRIOR VARIANCE PRIOR STD. DEV.
Parameter 1~N(0.000,infinity) 0.0000 infinity infinity
Parameter 2~N(0.000,infinity) 0.0000 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~IG(-1.000,0.000) infinity infinity infinity
Parameter 21~IG(-1.000,0.000) infinity infinity infinity
Parameter 22~IG(-1.000,0.000) infinity 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
TECHNICAL 8 OUTPUT
TECHNICAL 8 OUTPUT FOR BAYES ESTIMATION
CHAIN BSEED
1 8747
2 521506
POTENTIAL PARAMETER WITH
ITERATION SCALE REDUCTION HIGHEST PSR
100 1.202 21
200 1.088 28
300 1.147 24
400 1.118 23
500 1.031 28
600 1.064 13
700 1.094 13
800 1.075 24
900 1.191 24
1000 1.057 24
1100 1.076 13
1200 1.033 13
1300 1.038 14
1400 1.044 14
1500 1.017 13
1600 1.024 24
1700 1.029 24
1800 1.045 24
1900 1.030 14
2000 1.026 14
2100 1.022 24
2200 1.019 13
2300 1.006 2
2400 1.012 24
2500 1.018 24
2600 1.009 24
2700 1.010 4
2800 1.010 4
2900 1.006 3
3000 1.005 13
SUMMARIES OF PLAUSIBLE VALUES (N = NUMBER OF OBSERVATIONS * NUMBER OF IMPUTATIONS)
SAMPLE STATISTICS
Means
C PHI_NA BETA_NA PHI_UE BETA_UE
________ ________ ________ ________ ________
-0.018 0.479 0.106 0.145 0.227
Means
PSI_NA PSI_UE B_NA_PRE B_UE_PRE
________ ________ ________ ________
-1.188 0.866 2.004 -1.279
Covariances
C PHI_NA BETA_NA PHI_UE BETA_UE
________ ________ ________ ________ ________
C 0.321
PHI_NA 0.006 0.039
BETA_NA 0.023 0.000 0.003
PHI_UE 0.039 0.000 0.003 0.023
BETA_UE -0.049 0.000 -0.003 -0.006 0.040
PSI_NA 0.410 0.008 0.029 0.050 -0.067
PSI_UE -0.002 0.000 -0.001 0.003 0.007
B_NA_PRE 0.323 0.014 0.023 0.040 -0.049
B_UE_PRE 0.127 0.005 0.008 0.018 -0.017
Covariances
PSI_NA PSI_UE B_NA_PRE B_UE_PRE
________ ________ ________ ________
PSI_NA 0.829
PSI_UE 0.026 0.257
B_NA_PRE 0.417 -0.011 0.461
B_UE_PRE 0.152 0.064 0.150 0.284
Correlations
C PHI_NA BETA_NA PHI_UE BETA_UE
________ ________ ________ ________ ________
C 1.000
PHI_NA 0.057 1.000
BETA_NA 0.760 0.015 1.000
PHI_UE 0.462 0.008 0.345 1.000
BETA_UE -0.435 0.008 -0.320 -0.203 1.000
PSI_NA 0.795 0.047 0.611 0.362 -0.371
PSI_UE -0.006 -0.004 -0.048 0.040 0.066
B_NA_PRE 0.840 0.104 0.653 0.389 -0.359
B_UE_PRE 0.419 0.049 0.289 0.224 -0.161
Correlations
PSI_NA PSI_UE B_NA_PRE B_UE_PRE
________ ________ ________ ________
PSI_NA 1.000
PSI_UE 0.056 1.000
B_NA_PRE 0.674 -0.031 1.000
B_UE_PRE 0.313 0.236 0.414 1.000
SUMMARY OF PLAUSIBLE STANDARD DEVIATION (N = NUMBER OF OBSERVATIONS)
SAMPLE STATISTICS
Means
C_SD PHI_NA_S BETA_NA_ PHI_UE_S BETA_UE_
________ ________ ________ ________ ________
0.245 0.104 0.031 0.113 0.162
Means
PSI_NA_S PSI_UE_S B_NA_PRE B_UE_PRE
________ ________ ________ ________
0.193 0.176 0.144 0.232
Covariances
C_SD PHI_NA_S BETA_NA_ PHI_UE_S BETA_UE_
________ ________ ________ ________ ________
C_SD 0.001
PHI_NA_S 0.000 0.001
BETA_NA_ 0.000 0.000 0.000
PHI_UE_S 0.000 0.000 0.000 0.000
BETA_UE_ 0.000 0.000 0.000 0.000 0.001
PSI_NA_S 0.000 0.000 0.000 0.000 0.000
PSI_UE_S 0.000 0.000 0.000 0.000 0.000
B_NA_PRE 0.001 0.000 0.000 0.000 -0.001
B_UE_PRE 0.000 0.000 0.000 0.000 0.000
Covariances
PSI_NA_S PSI_UE_S B_NA_PRE B_UE_PRE
________ ________ ________ ________
PSI_NA_S 0.002
PSI_UE_S 0.000 0.002
B_NA_PRE 0.001 0.001 0.006
B_UE_PRE 0.000 0.000 0.001 0.004
Correlations
C_SD PHI_NA_S BETA_NA_ PHI_UE_S BETA_UE_
________ ________ ________ ________ ________
C_SD 1.000
PHI_NA_S 0.096 1.000
BETA_NA_ 0.417 -0.057 1.000
PHI_UE_S 0.103 0.079 -0.051 1.000
BETA_UE_ -0.201 0.249 -0.484 0.001 1.000
PSI_NA_S 0.274 0.074 0.076 -0.052 -0.012
PSI_UE_S 0.037 0.041 0.076 0.138 -0.222
B_NA_PRE 0.452 -0.208 0.551 -0.037 -0.484
B_UE_PRE 0.116 -0.034 -0.105 -0.035 0.176
Correlations
PSI_NA_S PSI_UE_S B_NA_PRE B_UE_PRE
________ ________ ________ ________
PSI_NA_S 1.000
PSI_UE_S -0.031 1.000
B_NA_PRE 0.228 0.226 1.000
B_UE_PRE -0.031 0.064 0.320 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: 19:55:32
Ending Time: 20:50:36
Elapsed Time: 00:55:04
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