Mplus VERSION 8.6
MUTHEN & MUTHEN
05/23/2021 4:49 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:
- an observed predictor of the random effects
- an observed outcome of the random effects
Compute the actual indirect effects
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 = 8;
BITER = (5000);
BSEED = 4937;
THIN = 10;
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%
! regress all random effects on observed predictor
na_pre ue_pre phi_na-psi_ue ON ham_pre (a1-a8);
! regress observed outcome on all random effects and observed predictor
ham_post ON ham_pre;
ham_post ON na_pre ue_pre phi_na-psi_ue (b1-b8);
MODEL CONSTRAINT:
new (i_bc_na); i_bc_na=a1*b1; ! Indirect effect through between component NA
new (i_bc_ue); i_bc_ue=a2*b2; ! Indirect effect through between component UE
new (i_phi_na); i_phi_na=a3*b3; ! Indirect effect through autoregression phi_na
new (i_bet_na); i_bet_na=a4*b4; ! Indirect effect through cross-regression beta_na
new (i_phi_ue); i_phi_ue=a5*b5; ! Indirect effect through autoregression phi_ue
new (i_bet_ue); i_bet_ue=a6*b6; ! Indirect effect through cross-regreesion beta_ue
new (i_psi_na); i_psi_na=a7*b7; ! Indirect effect through log of the residual variance
new (i_psi_ue); i_psi_ue=a8*b8; ! Indirect effect through log of the residaul variance
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:
- an observed predictor of the random effects
- an observed outcome of the random effects
Compute the actual indirect effects
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 6
Observed dependent variables
Continuous
HAM_POST NA_PRE UE_PRE
Observed independent variables
HAM_PRE NA_PRE&1 UE_PRE&1
Continuous latent variables
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 4937
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 10
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:
66 39 141 49
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 35
Information Criteria
Deviance (DIC) 386065.218
Estimated Number of Parameters (pD) 92842.524
MODEL RESULTS
Posterior One-Tailed 95% C.I.
Estimate S.D. P-Value Lower 2.5% Upper 2.5% Significance
Within Level
Between Level
PHI_NA ON
HAM_PRE -0.014 0.022 0.264 -0.058 0.028
BETA_NA ON
HAM_PRE 0.020 0.007 0.003 0.006 0.033 *
PHI_UE ON
HAM_PRE 0.035 0.024 0.070 -0.012 0.082
BETA_UE ON
HAM_PRE -0.085 0.036 0.011 -0.155 -0.013 *
PSI_NA ON
HAM_PRE 0.415 0.077 0.000 0.265 0.567 *
PSI_UE ON
HAM_PRE -0.041 0.049 0.205 -0.137 0.058
HAM_POST ON
PHI_NA -0.171 0.548 0.372 -1.290 0.873
BETA_NA 1.865 3.287 0.281 -4.235 8.957
PHI_UE -0.076 1.326 0.478 -3.018 2.277
BETA_UE 2.137 7.085 0.095 -2.100 16.495
PSI_NA 0.106 0.152 0.240 -0.193 0.405
PSI_UE 0.007 0.218 0.485 -0.404 0.445
NA_PRE ON
HAM_PRE 0.306 0.057 0.000 0.193 0.416 *
UE_PRE ON
HAM_PRE 0.114 0.050 0.014 0.016 0.212 *
HAM_POST ON
HAM_PRE 0.437 0.571 0.028 -0.035 1.541
NA_PRE 0.108 0.195 0.284 -0.263 0.502
UE_PRE -0.010 0.226 0.483 -0.448 0.431
Intercepts
HAM_POST -0.800 1.826 0.207 -3.892 1.248
NA_PRE 2.009 0.059 0.000 1.896 2.128 *
UE_PRE -1.290 0.052 0.000 -1.390 -1.188 *
PHI_NA 0.476 0.023 0.000 0.431 0.519 *
BETA_NA 0.100 0.007 0.000 0.086 0.114 *
PHI_UE 0.134 0.025 0.000 0.083 0.182 *
BETA_UE 0.236 0.037 0.000 0.164 0.312 *
PSI_NA -1.169 0.077 0.000 -1.317 -1.020 *
PSI_UE 0.879 0.049 0.000 0.783 0.976 *
Residual Variances
HAM_POST 0.779 0.208 0.000 0.245 1.106 *
NA_PRE 0.397 0.060 0.000 0.299 0.530 *
UE_PRE 0.255 0.042 0.000 0.186 0.349 *
PHI_NA 0.041 0.008 0.000 0.028 0.060 *
BETA_NA 0.003 0.001 0.000 0.001 0.005 *
PHI_UE 0.022 0.008 0.000 0.008 0.040 *
BETA_UE 0.021 0.018 0.000 0.001 0.067 *
PSI_NA 0.708 0.099 0.000 0.545 0.936 *
PSI_UE 0.254 0.041 0.000 0.188 0.346 *
New/Additional Parameters
I_BC_NA 0.031 0.061 0.284 -0.080 0.160
I_BC_UE -0.001 0.028 0.482 -0.060 0.059
I_PHI_NA 0.001 0.015 0.430 -0.025 0.039
I_BET_NA 0.033 0.070 0.283 -0.088 0.200
I_PHI_UE -0.001 0.057 0.476 -0.130 0.107
I_BET_UE -0.160 0.559 0.105 -1.260 0.187
I_PSI_NA 0.042 0.065 0.240 -0.081 0.177
I_PSI_UE 0.000 0.014 0.500 -0.033 0.029
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 0.475 0.013 0.000 0.449 0.500 *
BETA_NA | NA_PRE ON
UE_PRE 0.219 0.010 0.000 0.198 0.240 *
PHI_UE | UE_PRE ON
UE_PRE&1 0.134 0.021 0.000 0.091 0.173 *
BETA_UE | UE_PRE ON
NA_PRE&1 0.110 0.016 0.000 0.079 0.142 *
PSI_NA |
NA_PRE 0.639 0.011 0.000 0.616 0.662 *
PSI_UE |
UE_PRE 0.926 0.010 0.000 0.907 0.945 *
Between Level
PHI_NA ON
HAM_PRE -0.049 0.076 0.264 -0.199 0.094
BETA_NA ON
HAM_PRE 0.259 0.095 0.003 0.074 0.445 *
PHI_UE ON
HAM_PRE 0.168 0.119 0.070 -0.057 0.408
BETA_UE ON
HAM_PRE -0.392 0.209 0.011 -0.908 -0.056 *
PSI_NA ON
HAM_PRE 0.329 0.057 0.000 0.211 0.436 *
PSI_UE ON
HAM_PRE -0.057 0.068 0.205 -0.189 0.081
HAM_POST ON
PHI_NA -0.033 0.103 0.372 -0.241 0.165
BETA_NA 0.096 0.157 0.281 -0.210 0.410
PHI_UE -0.011 0.165 0.478 -0.351 0.305
BETA_UE 0.334 0.430 0.095 -0.262 1.094
PSI_NA 0.089 0.125 0.240 -0.155 0.323
PSI_UE 0.004 0.102 0.485 -0.186 0.204
NA_PRE ON
HAM_PRE 0.325 0.057 0.000 0.209 0.431 *
UE_PRE ON
HAM_PRE 0.158 0.068 0.014 0.021 0.287 *
HAM_POST ON
HAM_PRE 0.289 0.372 0.028 -0.023 1.009
NA_PRE 0.069 0.119 0.284 -0.163 0.302
UE_PRE -0.005 0.107 0.483 -0.211 0.205
Intercepts
HAM_POST -0.757 1.692 0.207 -3.616 1.111
NA_PRE 3.016 0.221 0.000 2.595 3.466 *
UE_PRE -2.517 0.228 0.000 -2.991 -2.089 *
PHI_NA 2.337 0.271 0.000 1.845 2.914 *
BETA_NA 1.857 0.258 0.000 1.413 2.437 *
PHI_UE 0.890 0.256 0.000 0.492 1.506 *
BETA_UE 1.489 0.849 0.000 0.801 3.954 *
PSI_NA -1.311 0.117 0.000 -1.543 -1.084 *
PSI_UE 1.735 0.168 0.000 1.428 2.083 *
Residual Variances
HAM_POST 0.698 0.169 0.000 0.215 0.878 *
NA_PRE 0.894 0.037 0.000 0.814 0.956 *
UE_PRE 0.975 0.022 0.000 0.918 0.999 *
PHI_NA 0.996 0.011 0.000 0.960 1.000 *
BETA_NA 0.933 0.051 0.000 0.801 0.994 *
PHI_UE 0.972 0.047 0.000 0.833 1.000 *
BETA_UE 0.846 0.202 0.000 0.176 0.995 *
PSI_NA 0.891 0.037 0.000 0.810 0.955 *
PSI_UE 0.996 0.010 0.000 0.964 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 0.361 0.011 0.000 0.338 0.384
UE_PRE 0.074 0.010 0.000 0.055 0.093
Between Level
Posterior One-Tailed 95% C.I.
Variable Estimate S.D. P-Value Lower 2.5% Upper 2.5%
HAM_POST 0.302 0.169 0.000 0.121 0.783
NA_PRE 0.106 0.037 0.000 0.044 0.185
UE_PRE 0.025 0.022 0.000 0.001 0.082
Posterior One-Tailed 95% C.I.
Variable Estimate S.D. P-Value Lower 2.5% Upper 2.5%
PHI_NA 0.004 0.011 0.000 0.000 0.040
BETA_NA 0.067 0.051 0.000 0.006 0.198
PHI_UE 0.028 0.047 0.000 0.000 0.167
BETA_UE 0.154 0.202 0.000 0.005 0.821
PSI_NA 0.109 0.037 0.000 0.044 0.190
PSI_UE 0.004 0.010 0.000 0.000 0.036
BETWEEN-LEVEL FACTOR SCORE COMPARISONS
Results for Factor PHI_NA
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 3 0.876 2 66 0.824 3 39 0.814
4 116 0.800 5 141 0.798 6 60 0.793
7 144 0.764 8 108 0.763 9 1 0.730
10 138 0.707 11 20 0.697 12 125 0.688
13 104 0.686 14 130 0.684 15 121 0.683
16 5 0.682 17 28 0.677 18 131 0.664
19 134 0.650 20 27 0.646 21 36 0.639
22 29 0.639 23 117 0.631 24 58 0.627
25 52 0.625 26 107 0.619 27 137 0.617
28 32 0.613 29 83 0.613 30 14 0.609
31 120 0.608 32 140 0.604 33 44 0.600
34 61 0.599 35 49 0.596 36 85 0.595
37 106 0.593 38 72 0.586 39 41 0.581
40 21 0.579 41 8 0.576 42 98 0.576
43 33 0.569 44 119 0.561 45 135 0.552
46 64 0.545 47 46 0.537 48 95 0.523
49 2 0.522 50 42 0.521 51 115 0.516
52 9 0.515 53 10 0.509 54 90 0.505
55 30 0.503 56 123 0.502 57 113 0.502
58 103 0.501 59 97 0.500 60 18 0.500
61 127 0.494 62 40 0.489 63 16 0.482
64 54 0.481 65 62 0.481 66 11 0.480
67 59 0.477 68 92 0.472 69 109 0.466
70 13 0.457 71 100 0.450 72 26 0.449
73 71 0.446 74 80 0.440 75 101 0.432
76 122 0.432 77 45 0.431 78 78 0.431
79 81 0.429 80 7 0.426 81 51 0.425
82 48 0.418 83 68 0.415 84 129 0.412
85 23 0.404 86 57 0.400 87 19 0.398
88 63 0.394 89 56 0.386 90 110 0.382
91 94 0.381 92 70 0.379 93 82 0.378
94 86 0.375 95 53 0.369 96 31 0.359
97 34 0.355 98 136 0.340 99 143 0.332
100 15 0.330 101 4 0.329 102 91 0.325
103 50 0.313 104 128 0.313 105 55 0.310
106 102 0.301 107 69 0.301 108 76 0.296
109 124 0.292 110 114 0.283 111 43 0.271
112 47 0.270 113 105 0.266 114 22 0.255
115 73 0.255 116 84 0.253 117 38 0.252
118 24 0.245 119 139 0.240 120 37 0.223
121 79 0.207 122 112 0.200 123 118 0.197
124 99 0.192 125 88 0.169 126 126 0.158
127 12 0.130 128 17 0.123 129 35 0.077
Results for Factor BETA_NA
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 8 0.190 2 121 0.180 3 79 0.173
4 122 0.172 5 128 0.170 6 81 0.165
7 40 0.163 8 24 0.162 9 138 0.160
10 124 0.160 11 127 0.160 12 15 0.155
13 27 0.155 14 48 0.153 15 95 0.152
16 49 0.151 17 143 0.149 18 125 0.148
19 10 0.148 20 5 0.147 21 103 0.142
22 73 0.142 23 23 0.141 24 4 0.139
25 106 0.137 26 1 0.137 27 37 0.135
28 38 0.134 29 30 0.133 30 82 0.133
31 70 0.133 32 22 0.132 33 59 0.132
34 83 0.130 35 139 0.130 36 69 0.128
37 39 0.127 38 84 0.126 39 135 0.126
40 94 0.124 41 72 0.122 42 120 0.121
43 107 0.119 44 31 0.119 45 17 0.118
46 137 0.118 47 85 0.115 48 76 0.115
49 71 0.112 50 20 0.111 51 55 0.111
52 32 0.111 53 16 0.109 54 130 0.108
55 144 0.108 56 105 0.108 57 134 0.108
58 9 0.108 59 33 0.104 60 53 0.103
61 123 0.103 62 36 0.102 63 52 0.101
64 46 0.101 65 13 0.098 66 104 0.098
67 3 0.097 68 131 0.095 69 110 0.094
70 61 0.093 71 136 0.093 72 57 0.092
73 63 0.091 74 112 0.091 75 62 0.091
76 68 0.090 77 140 0.090 78 66 0.090
79 26 0.090 80 126 0.088 81 119 0.085
82 51 0.085 83 58 0.085 84 98 0.085
85 117 0.084 86 21 0.084 87 29 0.083
88 88 0.081 89 42 0.080 90 19 0.078
91 28 0.078 92 35 0.076 93 11 0.075
94 56 0.075 95 114 0.074 96 102 0.073
97 60 0.073 98 18 0.073 99 80 0.072
100 64 0.070 101 91 0.068 102 54 0.067
103 100 0.066 104 92 0.066 105 97 0.065
106 129 0.061 107 41 0.061 108 78 0.056
109 50 0.053 110 47 0.050 111 7 0.049
112 34 0.048 113 14 0.047 114 116 0.047
115 2 0.046 116 86 0.042 117 90 0.039
118 12 0.038 119 141 0.038 120 118 0.035
121 109 0.034 122 101 0.031 123 108 0.025
124 115 0.024 125 99 0.023 126 113 0.021
127 45 0.014 128 43 0.014 129 44 0.013
Results for Factor PHI_UE
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 4 0.431 2 82 0.429 3 50 0.345
4 63 0.316 5 57 0.300 6 48 0.296
7 61 0.289 8 31 0.287 9 58 0.282
10 23 0.279 11 69 0.269 12 5 0.268
13 100 0.264 14 17 0.260 15 37 0.259
16 10 0.258 17 13 0.255 18 36 0.252
19 125 0.252 20 32 0.247 21 95 0.244
22 81 0.243 23 29 0.242 24 27 0.235
25 88 0.234 26 92 0.233 27 107 0.231
28 40 0.220 29 84 0.219 30 66 0.216
31 79 0.215 32 137 0.213 33 49 0.213
34 70 0.208 35 129 0.207 36 123 0.207
37 44 0.205 38 68 0.199 39 16 0.195
40 98 0.194 41 1 0.192 42 20 0.186
43 143 0.185 44 14 0.183 45 46 0.182
46 99 0.178 47 116 0.176 48 120 0.175
49 86 0.171 50 124 0.170 51 19 0.166
52 94 0.164 53 3 0.164 54 21 0.163
55 110 0.163 56 30 0.162 57 53 0.160
58 9 0.159 59 121 0.156 60 135 0.155
61 51 0.154 62 38 0.154 63 138 0.152
64 24 0.151 65 8 0.151 66 118 0.146
67 12 0.146 68 126 0.143 69 60 0.143
70 45 0.140 71 59 0.137 72 97 0.135
73 28 0.135 74 26 0.134 75 144 0.130
76 105 0.129 77 106 0.128 78 72 0.128
79 43 0.128 80 134 0.127 81 85 0.122
82 7 0.121 83 104 0.118 84 112 0.117
85 136 0.113 86 114 0.109 87 91 0.107
88 47 0.105 89 62 0.103 90 128 0.101
91 90 0.093 92 73 0.090 93 52 0.089
94 109 0.083 95 139 0.082 96 39 0.078
97 22 0.078 98 122 0.075 99 76 0.073
100 141 0.068 101 33 0.066 102 34 0.066
103 54 0.064 104 130 0.063 105 11 0.062
106 35 0.061 107 2 0.059 108 78 0.058
109 42 0.057 110 101 0.053 111 140 0.051
112 41 0.051 113 56 0.050 114 127 0.045
115 55 0.044 116 83 0.041 117 15 0.036
118 117 0.031 119 102 0.029 120 119 0.022
121 108 0.022 122 71 0.020 123 64 0.020
124 113 0.020 125 80 0.003 126 115 -0.017
127 131 -0.030 128 18 -0.070 129 103 -0.099
Results for Factor BETA_UE
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 140 0.584 2 110 0.517 3 115 0.508
4 85 0.461 5 12 0.435 6 60 0.431
7 113 0.426 8 20 0.421 9 8 0.415
10 86 0.409 11 43 0.403 12 130 0.396
13 73 0.392 14 21 0.390 15 71 0.379
16 5 0.360 17 118 0.360 18 114 0.358
19 48 0.358 20 88 0.354 21 32 0.350
22 98 0.349 23 22 0.347 24 131 0.339
25 126 0.325 26 102 0.315 27 2 0.313
28 136 0.308 29 64 0.305 30 144 0.301
31 66 0.300 32 54 0.294 33 101 0.293
34 35 0.291 35 49 0.290 36 81 0.288
37 141 0.274 38 116 0.270 39 63 0.270
40 45 0.264 41 56 0.262 42 103 0.258
43 44 0.258 44 19 0.257 45 59 0.256
46 137 0.256 47 80 0.255 48 97 0.247
49 41 0.247 50 28 0.246 51 11 0.246
52 4 0.241 53 14 0.241 54 26 0.236
55 125 0.236 56 70 0.232 57 33 0.223
58 36 0.222 59 1 0.222 60 38 0.219
61 119 0.215 62 128 0.214 63 109 0.210
64 50 0.209 65 69 0.207 66 68 0.205
67 83 0.204 68 34 0.204 69 91 0.202
70 117 0.201 71 123 0.201 72 3 0.200
73 61 0.199 74 16 0.197 75 46 0.196
76 7 0.194 77 90 0.193 78 18 0.189
79 138 0.188 80 94 0.187 81 107 0.186
82 58 0.182 83 55 0.181 84 72 0.176
85 57 0.175 86 99 0.173 87 17 0.172
88 9 0.170 89 120 0.167 90 24 0.166
91 112 0.162 92 10 0.162 93 76 0.160
94 84 0.157 95 139 0.157 96 23 0.154
97 143 0.153 98 127 0.153 99 129 0.151
100 78 0.149 101 29 0.148 102 106 0.144
103 53 0.138 104 100 0.135 105 95 0.129
106 31 0.124 107 42 0.122 108 104 0.121
109 135 0.121 110 121 0.119 111 52 0.119
112 39 0.117 113 124 0.117 114 105 0.112
115 13 0.109 116 47 0.105 117 27 0.091
118 79 0.085 119 62 0.069 120 51 0.058
121 92 0.055 122 40 0.050 123 108 0.047
124 30 0.014 125 134 0.001 126 37 -0.025
127 82 -0.056 128 122 -0.106 129 15 -0.154
Results for Factor PSI_NA
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 28 0.511 2 120 0.457 3 140 0.416
4 127 0.259 5 122 0.194 6 23 0.173
7 107 0.146 8 82 0.069 9 138 -0.019
10 13 -0.030 11 95 -0.031 12 97 -0.075
13 128 -0.094 14 135 -0.099 15 27 -0.127
16 22 -0.189 17 40 -0.245 18 71 -0.270
19 139 -0.272 20 143 -0.307 21 104 -0.328
22 100 -0.376 23 50 -0.398 24 131 -0.404
25 105 -0.407 26 5 -0.431 27 16 -0.461
28 4 -0.475 29 46 -0.528 30 121 -0.544
31 58 -0.551 32 123 -0.582 33 15 -0.601
34 69 -0.622 35 79 -0.635 36 9 -0.695
37 134 -0.699 38 94 -0.702 39 49 -0.706
40 124 -0.722 41 30 -0.731 42 68 -0.734
43 37 -0.746 44 29 -0.753 45 130 -0.759
46 136 -0.768 47 62 -0.776 48 81 -0.793
49 53 -0.798 50 66 -0.805 51 72 -0.807
52 106 -0.827 53 137 -0.831 54 70 -0.849
55 17 -0.853 56 126 -0.873 57 39 -0.876
58 48 -0.890 59 31 -0.895 60 61 -0.900
61 103 -0.902 62 90 -0.918 63 76 -0.925
64 92 -0.957 65 52 -0.960 66 19 -0.994
67 57 -1.002 68 51 -1.028 69 1 -1.035
70 64 -1.079 71 10 -1.084 72 114 -1.097
73 54 -1.158 74 119 -1.240 75 44 -1.255
76 129 -1.258 77 32 -1.259 78 125 -1.261
79 21 -1.309 80 24 -1.310 81 47 -1.366
82 102 -1.367 83 59 -1.445 84 73 -1.464
85 112 -1.475 86 83 -1.494 87 18 -1.496
88 118 -1.503 89 85 -1.522 90 117 -1.529
91 26 -1.558 92 116 -1.631 93 115 -1.635
94 20 -1.638 95 113 -1.658 96 56 -1.664
97 8 -1.672 98 108 -1.687 99 144 -1.701
100 3 -1.704 101 78 -1.711 102 55 -1.753
103 33 -1.758 104 36 -1.774 105 98 -1.829
106 80 -1.873 107 38 -1.916 108 11 -1.943
109 7 -2.022 110 101 -2.042 111 45 -2.059
112 2 -2.070 113 34 -2.074 114 110 -2.146
115 84 -2.159 116 42 -2.165 117 14 -2.196
118 41 -2.244 119 60 -2.410 120 141 -2.504
121 35 -2.540 122 109 -2.572 123 91 -2.589
124 63 -2.649 125 88 -2.869 126 86 -2.951
127 99 -3.026 128 12 -3.659 129 43 -5.720
Results for Factor PSI_UE
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 62 1.837 2 44 1.582 3 128 1.567
4 115 1.565 5 143 1.565 6 53 1.557
7 57 1.503 8 114 1.484 9 86 1.465
10 138 1.462 11 101 1.447 12 3 1.382
13 34 1.380 14 123 1.362 15 28 1.359
16 82 1.359 17 58 1.349 18 125 1.348
19 41 1.338 20 120 1.333 21 64 1.324
22 32 1.302 23 90 1.243 24 99 1.242
25 134 1.236 26 1 1.235 27 122 1.225
28 59 1.206 29 139 1.171 30 19 1.169
31 126 1.167 32 71 1.165 33 49 1.156
34 105 1.146 35 36 1.144 36 21 1.130
37 26 1.097 38 102 1.094 39 20 1.093
40 121 1.092 41 33 1.087 42 60 1.080
43 9 1.079 44 144 1.077 45 137 1.073
46 38 1.069 47 129 1.066 48 27 1.064
49 127 1.054 50 4 1.044 51 29 1.036
52 23 1.034 53 14 1.025 54 80 1.012
55 116 1.007 56 107 1.001 57 136 1.001
58 81 0.990 59 97 0.980 60 51 0.972
61 48 0.956 62 13 0.944 63 40 0.938
64 37 0.930 65 112 0.930 66 117 0.911
67 7 0.902 68 88 0.881 69 8 0.876
70 50 0.869 71 85 0.867 72 5 0.867
73 140 0.862 74 91 0.861 75 61 0.856
76 131 0.845 77 43 0.840 78 73 0.822
79 47 0.804 80 31 0.790 81 92 0.784
82 22 0.782 83 52 0.781 84 103 0.760
85 100 0.740 86 119 0.734 87 11 0.723
88 130 0.719 89 16 0.716 90 17 0.716
91 54 0.708 92 79 0.702 93 66 0.689
94 72 0.688 95 18 0.686 96 108 0.681
97 106 0.677 98 110 0.676 99 12 0.667
100 109 0.645 101 98 0.644 102 68 0.623
103 69 0.608 104 78 0.601 105 10 0.598
106 113 0.597 107 63 0.585 108 94 0.579
109 84 0.573 110 45 0.555 111 55 0.526
112 35 0.518 113 104 0.385 114 124 0.340
115 135 0.277 116 118 0.233 117 83 0.164
118 56 0.150 119 76 0.148 120 2 0.121
121 24 0.119 122 95 0.099 123 141 0.086
124 42 -0.007 125 46 -0.032 126 70 -0.098
127 15 -0.138 128 39 -0.630 129 30 -0.766
Results for NA_PRE (referred to as plausible label B_NA_PRE)
Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score
1 134 3.892 2 124 3.891 3 13 3.407
4 39 3.375 5 40 3.304 6 68 3.284
7 117 3.260 8 120 3.225 9 121 3.223
10 64 3.215 11 28 3.186 12 76 3.169
13 17 3.107 14 49 3.102 15 107 3.099
16 66 2.974 17 27 2.971 18 82 2.913
19 69 2.847 20 127 2.753 21 139 2.729
22 138 2.718 23 122 2.705 24 70 2.699
25 104 2.645 26 105 2.554 27 81 2.547
28 131 2.521 29 103 2.459 30 95 2.438
31 8 2.436 32 50 2.400 33 100 2.361
34 137 2.341 35 31 2.320 36 16 2.286
37 1 2.269 38 135 2.266 39 22 2.230
40 72 2.228 41 9 2.208 42 79 2.206
43 97 2.169 44 125 2.164 45 23 2.164
46 94 2.136 47 106 2.126 48 15 2.124
49 30 2.096 50 18 2.087 51 10 2.086
52 78 2.082 53 71 2.076 54 123 2.075
55 32 2.074 56 58 2.069 57 57 2.053
58 140 2.053 59 19 2.023 60 46 1.951
61 55 1.938 62 116 1.915 63 136 1.912
64 21 1.880 65 4 1.860 66 36 1.855
67 119 1.841 68 61 1.818 69 52 1.800
70 29 1.797 71 130 1.779 72 143 1.769
73 126 1.758 74 59 1.758 75 114 1.728
76 7 1.724 77 90 1.704 78 62 1.684
79 54 1.676 80 128 1.671 81 53 1.669
82 37 1.656 83 129 1.649 84 5 1.635
85 20 1.630 86 48 1.597 87 92 1.569
88 26 1.561 89 11 1.553 90 88 1.551
91 41 1.550 92 24 1.547 93 85 1.518
94 108 1.516 95 44 1.512 96 51 1.511
97 3 1.510 98 98 1.508 99 56 1.502
100 102 1.497 101 83 1.460 102 33 1.448
103 2 1.419 104 14 1.410 105 109 1.407
106 144 1.403 107 73 1.387 108 118 1.354
109 38 1.346 110 45 1.337 111 112 1.317
112 60 1.317 113 42 1.316 114 47 1.311
115 113 1.287 116 110 1.273 117 115 1.237
118 80 1.233 119 86 1.231 120 101 1.185
121 63 1.185 122 91 1.183 123 84 1.183
124 35 1.176 125 34 1.166 126 141 1.151
127 12 1.064 128 99 1.056 129 43 1.014
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 49 -0.392 2 81 -0.436 3 82 -0.448
4 95 -0.538 5 32 -0.539 6 59 -0.542
7 117 -0.555 8 139 -0.570 9 109 -0.597
10 18 -0.615 11 105 -0.616 12 41 -0.621
13 53 -0.639 14 134 -0.642 15 60 -0.643
16 125 -0.672 17 69 -0.712 18 78 -0.754
19 44 -0.755 20 11 -0.768 21 127 -0.769
22 3 -0.808 23 34 -0.828 24 45 -0.843
25 13 -0.852 26 17 -0.900 27 31 -0.901
28 15 -0.907 29 94 -0.989 30 114 -0.991
31 30 -1.001 32 121 -1.020 33 90 -1.023
34 62 -1.041 35 100 -1.043 36 22 -1.051
37 5 -1.065 38 20 -1.074 39 76 -1.101
40 104 -1.114 41 137 -1.115 42 27 -1.123
43 4 -1.125 44 51 -1.132 45 16 -1.137
46 48 -1.138 47 64 -1.140 48 1 -1.147
49 123 -1.154 50 9 -1.157 51 72 -1.180
52 38 -1.182 53 119 -1.184 54 128 -1.191
55 140 -1.195 56 120 -1.202 57 68 -1.207
58 37 -1.207 59 7 -1.211 60 50 -1.224
61 36 -1.244 62 131 -1.268 63 70 -1.268
64 124 -1.281 65 122 -1.290 66 144 -1.294
67 57 -1.299 68 101 -1.300 69 56 -1.314
70 61 -1.321 71 143 -1.321 72 63 -1.356
73 29 -1.357 74 106 -1.363 75 136 -1.378
76 8 -1.382 77 58 -1.394 78 107 -1.398
79 21 -1.399 80 103 -1.401 81 40 -1.405
82 79 -1.408 83 115 -1.419 84 138 -1.423
85 86 -1.436 86 71 -1.444 87 129 -1.446
88 126 -1.453 89 80 -1.461 90 92 -1.491
91 52 -1.526 92 55 -1.529 93 110 -1.558
94 112 -1.572 95 73 -1.613 96 10 -1.627
97 23 -1.639 98 141 -1.642 99 14 -1.653
100 12 -1.692 101 47 -1.699 102 43 -1.701
103 116 -1.717 104 97 -1.720 105 24 -1.737
106 113 -1.750 107 66 -1.784 108 28 -1.786
109 26 -1.821 110 88 -1.843 111 19 -1.846
112 108 -1.849 113 2 -1.870 114 102 -1.871
115 99 -1.872 116 130 -1.907 117 33 -1.925
118 98 -1.934 119 54 -1.961 120 85 -1.982
121 39 -2.015 122 83 -2.030 123 118 -2.036
124 91 -2.080 125 135 -2.082 126 46 -2.127
127 84 -2.142 128 42 -2.265 129 35 -2.422
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
PHI_NA BETA_NA PHI_UE BETA_UE PSI_NA
________ ________ ________ ________ ________
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_UE HAM_POST NA_PRE UE_PRE HAM_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
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
PHI_NA BETA_NA PHI_UE BETA_UE PSI_NA
________ ________ ________ ________ ________
1 2 3 4 5
ALPHA
PSI_UE HAM_POST NA_PRE UE_PRE HAM_PRE
________ ________ ________ ________ ________
6 7 8 9 0
BETA
PHI_NA BETA_NA PHI_UE BETA_UE PSI_NA
________ ________ ________ ________ ________
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 16 17 18 19 20
NA_PRE 0 0 0 0 0
UE_PRE 0 0 0 0 0
HAM_PRE 0 0 0 0 0
BETA
PSI_UE HAM_POST NA_PRE UE_PRE HAM_PRE
________ ________ ________ ________ ________
PHI_NA 0 0 0 0 10
BETA_NA 0 0 0 0 11
PHI_UE 0 0 0 0 12
BETA_UE 0 0 0 0 13
PSI_NA 0 0 0 0 14
PSI_UE 0 0 0 0 15
HAM_POST 21 0 22 23 24
NA_PRE 0 0 0 0 25
UE_PRE 0 0 0 0 26
HAM_PRE 0 0 0 0 0
PSI
PHI_NA BETA_NA PHI_UE BETA_UE PSI_NA
________ ________ ________ ________ ________
PHI_NA 27
BETA_NA 0 28
PHI_UE 0 0 29
BETA_UE 0 0 0 30
PSI_NA 0 0 0 0 31
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_UE HAM_POST NA_PRE UE_PRE HAM_PRE
________ ________ ________ ________ ________
PSI_UE 32
HAM_POST 0 33
NA_PRE 0 0 34
UE_PRE 0 0 0 35
HAM_PRE 0 0 0 0 0
PARAMETER SPECIFICATION FOR THE ADDITIONAL PARAMETERS
NEW/ADDITIONAL PARAMETERS
I_BC_NA I_BC_UE I_PHI_NA I_BET_NA I_PHI_UE
________ ________ ________ ________ ________
36 37 38 39 40
NEW/ADDITIONAL PARAMETERS
I_BET_UE I_PSI_NA I_PSI_UE
________ ________ ________
41 42 43
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
PHI_NA BETA_NA PHI_UE BETA_UE PSI_NA
________ ________ ________ ________ ________
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_UE HAM_POST NA_PRE UE_PRE HAM_PRE
________ ________ ________ ________ ________
HAM_POST 0.000 1.000 0.000 0.000 0.000
NA_PRE 0.000 0.000 1.000 0.000 0.000
UE_PRE 0.000 0.000 0.000 1.000 0.000
HAM_PRE 0.000 0.000 0.000 0.000 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
PHI_NA BETA_NA PHI_UE BETA_UE PSI_NA
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
ALPHA
PSI_UE HAM_POST NA_PRE UE_PRE HAM_PRE
________ ________ ________ ________ ________
0.000 0.000 2.048 -1.247 0.000
BETA
PHI_NA BETA_NA PHI_UE BETA_UE PSI_NA
________ ________ ________ ________ ________
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
PSI_UE HAM_POST NA_PRE UE_PRE HAM_PRE
________ ________ ________ ________ ________
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
PSI
PHI_NA BETA_NA PHI_UE BETA_UE PSI_NA
________ ________ ________ ________ ________
PHI_NA 1.000
BETA_NA 0.000 1.000
PHI_UE 0.000 0.000 1.000
BETA_UE 0.000 0.000 0.000 1.000
PSI_NA 0.000 0.000 0.000 0.000 1.000
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_UE HAM_POST NA_PRE UE_PRE HAM_PRE
________ ________ ________ ________ ________
PSI_UE 1.000
HAM_POST 0.000 0.500
NA_PRE 0.000 0.000 0.598
UE_PRE 0.000 0.000 0.000 1.552
HAM_PRE 0.000 0.000 0.000 0.000 0.500
STARTING VALUES FOR THE ADDITIONAL PARAMETERS
NEW/ADDITIONAL PARAMETERS
I_BC_NA I_BC_UE I_PHI_NA I_BET_NA I_PHI_UE
________ ________ ________ ________ ________
0.500 0.500 0.500 0.500 0.500
NEW/ADDITIONAL PARAMETERS
I_BET_UE I_PSI_NA I_PSI_UE
________ ________ ________
0.500 0.500 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~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~N(0.000,infinity) 0.0000 infinity infinity
Parameter 24~N(0.000,infinity) 0.0000 infinity infinity
Parameter 25~N(0.000,infinity) 0.0000 infinity infinity
Parameter 26~N(0.000,infinity) 0.0000 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~IG(-1.000,0.000) infinity infinity infinity
Parameter 31~IG(-1.000,0.000) infinity infinity infinity
Parameter 32~IG(-1.000,0.000) infinity infinity infinity
Parameter 33~IG(-1.000,0.000) infinity infinity infinity
Parameter 34~IG(-1.000,0.000) infinity infinity infinity
Parameter 35~IG(-1.000,0.000) infinity infinity infinity
TECHNICAL 8 OUTPUT
TECHNICAL 8 OUTPUT FOR BAYES ESTIMATION
CHAIN BSEED
1 4937
2 768588
3 483227
4 492383
5 532967
6 339894
7 71692
8 223777
POTENTIAL PARAMETER WITH
ITERATION SCALE REDUCTION HIGHEST PSR
100 1.227 29
200 1.091 13
300 1.043 10
400 1.089 30
500 1.048 30
600 1.026 4
700 1.022 12
800 1.019 13
900 1.036 4
1000 1.045 4
1100 1.030 17
1200 1.020 34
1300 1.013 4
1400 1.014 24
1500 1.014 24
1600 1.023 24
1700 1.040 24
1800 1.044 24
1900 1.042 24
2000 1.040 24
2100 1.026 24
2200 1.016 24
2300 1.016 24
2400 1.012 24
2500 1.011 24
2600 1.011 24
2700 1.008 24
2800 1.008 24
2900 1.007 24
3000 1.008 19
3100 1.009 19
3200 1.008 29
3300 1.009 29
3400 1.008 29
3500 1.009 29
3600 1.005 10
3700 1.005 10
3800 1.005 10
3900 1.006 33
4000 1.010 33
4100 1.009 33
4200 1.008 33
4300 1.007 33
4400 1.007 30
4500 1.004 33
4600 1.010 30
4700 1.016 30
4800 1.011 30
4900 1.010 30
5000 1.008 30
SUMMARIES OF PLAUSIBLE VALUES (N = NUMBER OF OBSERVATIONS * NUMBER OF IMPUTATIONS)
SAMPLE STATISTICS
Means
PHI_NA BETA_NA PHI_UE BETA_UE PSI_NA
________ ________ ________ ________ ________
0.473 0.098 0.149 0.226 -1.180
Means
PSI_UE B_NA_PRE B_UE_PRE
________ ________ ________
0.875 1.988 -1.291
Covariances
PHI_NA BETA_NA PHI_UE BETA_UE PSI_NA
________ ________ ________ ________ ________
PHI_NA 0.041
BETA_NA -0.001 0.003
PHI_UE -0.002 0.001 0.023
BETA_UE 0.002 -0.002 -0.004 0.039
PSI_NA 0.016 0.020 0.018 -0.037 0.831
PSI_UE 0.004 -0.002 0.004 0.008 0.030
B_NA_PRE 0.018 0.013 0.011 -0.028 0.375
B_UE_PRE 0.006 0.004 0.006 -0.011 0.107
Covariances
PSI_UE B_NA_PRE B_UE_PRE
________ ________ ________
PSI_UE 0.233
B_NA_PRE -0.018 0.461
B_UE_PRE 0.062 0.120 0.259
Correlations
PHI_NA BETA_NA PHI_UE BETA_UE PSI_NA
________ ________ ________ ________ ________
PHI_NA 1.000
BETA_NA -0.045 1.000
PHI_UE -0.053 0.115 1.000
BETA_UE 0.054 -0.173 -0.140 1.000
PSI_NA 0.088 0.393 0.133 -0.207 1.000
PSI_UE 0.039 -0.069 0.059 0.086 0.068
B_NA_PRE 0.131 0.348 0.104 -0.212 0.605
B_UE_PRE 0.056 0.129 0.083 -0.114 0.230
Correlations
PSI_UE B_NA_PRE B_UE_PRE
________ ________ ________
PSI_UE 1.000
B_NA_PRE -0.055 1.000
B_UE_PRE 0.254 0.348 1.000
SUMMARY OF PLAUSIBLE STANDARD DEVIATION (N = NUMBER OF OBSERVATIONS)
SAMPLE STATISTICS
Means
PHI_NA_S BETA_NA_ PHI_UE_S BETA_UE_ PSI_NA_S
________ ________ ________ ________ ________
0.109 0.038 0.121 0.154 0.207
Means
PSI_UE_S B_NA_PRE B_UE_PRE
________ ________ ________
0.193 0.160 0.234
Covariances
PHI_NA_S BETA_NA_ PHI_UE_S BETA_UE_ PSI_NA_S
________ ________ ________ ________ ________
PHI_NA_S 0.001
BETA_NA_ 0.000 0.000
PHI_UE_S 0.000 0.000 0.000
BETA_UE_ 0.000 0.000 0.000 0.001
PSI_NA_S 0.000 0.000 0.000 0.000 0.002
PSI_UE_S 0.000 0.000 0.000 0.000 0.000
B_NA_PRE -0.001 0.001 0.000 -0.001 0.001
B_UE_PRE 0.000 0.000 0.000 0.000 0.000
Covariances
PSI_UE_S B_NA_PRE B_UE_PRE
________ ________ ________
PSI_UE_S 0.002
B_NA_PRE 0.001 0.009
B_UE_PRE 0.000 0.002 0.003
Correlations
PHI_NA_S BETA_NA_ PHI_UE_S BETA_UE_ PSI_NA_S
________ ________ ________ ________ ________
PHI_NA_S 1.000
BETA_NA_ 0.011 1.000
PHI_UE_S 0.124 0.212 1.000
BETA_UE_ 0.170 -0.325 0.094 1.000
PSI_NA_S 0.043 0.029 0.103 -0.009 1.000
PSI_UE_S 0.002 0.202 0.319 -0.130 0.269
B_NA_PRE -0.193 0.597 0.127 -0.378 0.193
B_UE_PRE 0.127 -0.105 0.153 0.122 0.001
Correlations
PSI_UE_S B_NA_PRE B_UE_PRE
________ ________ ________
PSI_UE_S 1.000
B_NA_PRE 0.195 1.000
B_UE_PRE -0.028 0.326 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: 16:49:33
Ending Time: 19:14:37
Elapsed Time: 02:25:04
MUTHEN & MUTHEN
3463 Stoner Ave.
Los Angeles, CA 90066
Tel: (310) 391-9971
Fax: (310) 391-8971
Web: www.StatModel.com
Support: Support@StatModel.com
Copyright (c) 1998-2021 Muthen & Muthen