Mplus VERSION 8.6
MUTHEN & MUTHEN
05/18/2021 1:17 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 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 ue_pre; BETWEEN = ham_pre; LAGGED = na_pre(1) ue_pre(1); TINTERVAL = TimeHours(1); MISSING = ALL(-999); DEFINE: ue_pre = -1*U2P_pre; STANDARDIZE(ham_pre); ANALYSIS: TYPE = TWOLEVEL RANDOM; ESTIMATOR = BAYES; PROC = 2; BITER = (3000); BSEED = 3786; 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% ! regress all random effects on observed predictor na_pre ue_pre phi_na-psi_ue ON ham_pre; OUTPUT: TECH1 TECH8 STDYX FSCOMPARISON; PLOT: TYPE = PLOT3; FACTOR =ALL; *** WARNING Data set contains cases with missing on all variables. Cases that appeared before the first case with observed data and that appeared after the last case with observed data were not included in the analysis. Number of deleted cases: 37218 1 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS 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 SUMMARY OF ANALYSIS Number of groups 1 Number of observations 17349 Number of dependent variables 2 Number of independent variables 3 Number of continuous latent variables 6 Observed dependent variables Continuous 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 Estimator BAYES Specifications for Bayesian Estimation Point estimate MEDIAN Number of Markov chain Monte Carlo (MCMC) chains 2 Random seed for the first chain 3786 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 48 120 103 122 123 136 124 23 126 66 127 37 39 128 72 129 69 26 58 130 64 115 130 38 125 107 62 124 17 110 131 27 86 56 70 30 134 139 140 44 46 132 126 143 102 7 129 19 9 82 133 8 52 54 105 85 57 116 32 63 36 10 95 71 21 79 40 88 80 41 81 12 144 108 73 49 43 1 90 134 121 123 28 13 119 4 91 16 47 83 5 117 138 45 42 24 103 50 2 106 18 109 53 112 113 76 29 118 55 3 14 22 84 61 127 15 34 92 131 35 11 97 68 99 100 141 101 48 51 135 137 114 128 20 98 152 104 158 78 175 31 177 94 182 59 201 60 254 33 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 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 60 9 13 2 3386 6 96 10 4 3 3262 7 99 11 2 4 7819 8 59 12 2 COVARIANCE COVERAGE OF DATA Minimum covariance coverage value 0.100 PROPORTION OF DATA PRESENT Covariance Coverage NA_PRE UE_PRE HAM_PRE ________ ________ ________ NA_PRE 0.355 UE_PRE 0.345 0.346 HAM_PRE 0.355 0.346 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 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 0.007 0.017 -2.655 0.78% -0.939 -0.082 -0.082 129.000 1.007 -0.353 2.205 2.33% 0.204 0.776 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: 120 66 39 130 64 36 144 108 49 121 117 3 131 141 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 25 Information Criteria Deviance (DIC) 115070.612 Estimated Number of Parameters (pD) 22023.035 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 -0.013 0.022 0.278 -0.057 0.032 BETA_NA ON HAM_PRE 0.020 0.007 0.006 0.005 0.033 * PHI_UE ON HAM_PRE 0.035 0.024 0.075 -0.015 0.082 BETA_UE ON HAM_PRE -0.086 0.038 0.014 -0.160 -0.011 * PSI_NA ON HAM_PRE 0.415 0.077 0.000 0.264 0.572 * PSI_UE ON HAM_PRE -0.039 0.048 0.207 -0.134 0.058 NA_PRE ON HAM_PRE 0.303 0.058 0.000 0.191 0.420 * UE_PRE ON HAM_PRE 0.114 0.053 0.014 0.013 0.217 * UE_PRE WITH NA_PRE 0.133 0.040 0.000 0.061 0.222 * Intercepts NA_PRE 2.012 0.061 0.000 1.897 2.133 * UE_PRE -1.285 0.054 0.000 -1.390 -1.182 * PHI_NA 0.476 0.022 0.000 0.430 0.518 * BETA_NA 0.100 0.007 0.000 0.086 0.115 * PHI_UE 0.132 0.025 0.000 0.084 0.181 * BETA_UE 0.233 0.040 0.000 0.158 0.315 * PSI_NA -1.165 0.075 0.000 -1.314 -1.021 * PSI_UE 0.872 0.050 0.000 0.775 0.971 * Residual Variances NA_PRE 0.413 0.062 0.000 0.308 0.555 * UE_PRE 0.275 0.046 0.000 0.201 0.379 * PHI_NA 0.042 0.008 0.000 0.029 0.059 * BETA_NA 0.003 0.001 0.000 0.002 0.005 * PHI_UE 0.024 0.008 0.000 0.010 0.043 * BETA_UE 0.030 0.017 0.000 0.005 0.071 * PSI_NA 0.717 0.101 0.000 0.558 0.946 * PSI_UE 0.256 0.041 0.000 0.190 0.350 * 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 0.476 0.013 0.000 0.450 0.502 * BETA_NA | NA_PRE ON UE_PRE 0.218 0.011 0.000 0.197 0.239 * PHI_UE | UE_PRE ON UE_PRE&1 0.131 0.021 0.000 0.090 0.172 * BETA_UE | UE_PRE ON NA_PRE&1 0.106 0.017 0.000 0.074 0.139 * PSI_NA | NA_PRE 0.639 0.012 0.000 0.615 0.663 * PSI_UE | UE_PRE 0.924 0.010 0.000 0.906 0.943 * Between Level PHI_NA ON HAM_PRE -0.047 0.076 0.278 -0.189 0.109 BETA_NA ON HAM_PRE 0.252 0.094 0.006 0.067 0.432 * PHI_UE ON HAM_PRE 0.157 0.116 0.075 -0.065 0.404 BETA_UE ON HAM_PRE -0.336 0.162 0.014 -0.676 -0.047 * PSI_NA ON HAM_PRE 0.329 0.057 0.000 0.208 0.435 * PSI_UE ON HAM_PRE -0.055 0.067 0.207 -0.182 0.078 NA_PRE ON HAM_PRE 0.317 0.058 0.000 0.199 0.429 * UE_PRE ON HAM_PRE 0.152 0.069 0.014 0.017 0.285 * UE_PRE WITH NA_PRE 0.399 0.093 0.000 0.200 0.568 * Intercepts NA_PRE 2.969 0.217 0.000 2.547 3.410 * UE_PRE -2.416 0.222 0.000 -2.889 -2.011 * PHI_NA 2.324 0.252 0.000 1.867 2.841 * BETA_NA 1.808 0.249 0.000 1.372 2.354 * PHI_UE 0.839 0.248 0.000 0.472 1.400 * BETA_UE 1.264 0.433 0.000 0.750 2.456 * PSI_NA -1.297 0.119 0.000 -1.531 -1.075 * PSI_UE 1.713 0.163 0.000 1.416 2.046 * Residual Variances NA_PRE 0.900 0.037 0.000 0.816 0.960 * UE_PRE 0.977 0.022 0.000 0.918 1.000 * PHI_NA 0.996 0.010 0.000 0.963 1.000 * BETA_NA 0.936 0.048 0.000 0.813 0.995 * PHI_UE 0.975 0.045 0.000 0.836 1.000 * BETA_UE 0.887 0.122 0.000 0.544 0.997 * PSI_NA 0.892 0.037 0.000 0.811 0.957 * PSI_UE 0.996 0.009 0.000 0.967 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 0.012 0.000 0.337 0.384 UE_PRE 0.076 0.010 0.000 0.057 0.094 Between Level Posterior One-Tailed 95% C.I. Variable Estimate S.D. P-Value Lower 2.5% Upper 2.5% NA_PRE 0.100 0.037 0.000 0.039 0.184 UE_PRE 0.023 0.022 0.000 0.000 0.081 Posterior One-Tailed 95% C.I. Variable Estimate S.D. P-Value Lower 2.5% Upper 2.5% PHI_NA 0.004 0.010 0.000 0.000 0.037 BETA_NA 0.064 0.048 0.000 0.005 0.187 PHI_UE 0.025 0.045 0.000 0.000 0.163 BETA_UE 0.113 0.122 0.000 0.003 0.456 PSI_NA 0.108 0.037 0.000 0.043 0.189 PSI_UE 0.004 0.009 0.000 0.000 0.033 BETWEEN-LEVEL FACTOR SCORE COMPARISONS Results for Factor PHI_NA Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score 1 39 0.896 2 3 0.826 3 116 0.805 4 141 0.803 5 60 0.783 6 144 0.781 7 108 0.769 8 66 0.731 9 28 0.719 10 125 0.705 11 20 0.701 12 1 0.697 13 104 0.695 14 58 0.688 15 83 0.682 16 138 0.682 17 134 0.679 18 5 0.677 19 130 0.659 20 117 0.658 21 14 0.641 22 29 0.638 23 107 0.635 24 121 0.635 25 131 0.635 26 27 0.630 27 32 0.624 28 137 0.608 29 2 0.606 30 52 0.606 31 61 0.597 32 41 0.595 33 72 0.582 34 106 0.581 35 44 0.581 36 36 0.576 37 8 0.572 38 21 0.559 39 85 0.557 40 9 0.545 41 10 0.544 42 42 0.543 43 98 0.533 44 119 0.526 45 64 0.524 46 140 0.522 47 135 0.519 48 18 0.516 49 115 0.513 50 97 0.508 51 113 0.508 52 33 0.506 53 13 0.502 54 49 0.500 55 54 0.498 56 46 0.494 57 26 0.489 58 95 0.479 59 78 0.479 60 100 0.477 61 62 0.476 62 103 0.475 63 101 0.471 64 122 0.465 65 127 0.463 66 92 0.460 67 123 0.459 68 71 0.458 69 59 0.456 70 80 0.455 71 81 0.454 72 16 0.447 73 90 0.447 74 120 0.444 75 30 0.443 76 45 0.443 77 40 0.442 78 51 0.437 79 63 0.436 80 94 0.434 81 11 0.432 82 109 0.430 83 7 0.411 84 82 0.411 85 48 0.406 86 56 0.405 87 102 0.398 88 70 0.396 89 68 0.395 90 110 0.392 91 91 0.391 92 23 0.385 93 57 0.382 94 53 0.375 95 86 0.370 96 31 0.364 97 19 0.361 98 73 0.358 99 4 0.356 100 129 0.347 101 69 0.336 102 143 0.327 103 15 0.319 104 34 0.315 105 124 0.315 106 50 0.314 107 76 0.310 108 55 0.304 109 38 0.302 110 136 0.300 111 84 0.297 112 114 0.288 113 128 0.272 114 37 0.271 115 43 0.261 116 105 0.255 117 47 0.254 118 22 0.246 119 24 0.214 120 139 0.199 121 12 0.185 122 126 0.182 123 112 0.180 124 88 0.180 125 118 0.176 126 35 0.170 127 79 0.161 128 99 0.136 129 17 0.135 Results for Factor BETA_NA Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score 1 121 0.197 2 8 0.188 3 79 0.180 4 81 0.180 5 122 0.175 6 127 0.174 7 124 0.166 8 138 0.166 9 128 0.165 10 48 0.164 11 40 0.160 12 24 0.155 13 106 0.155 14 15 0.152 15 143 0.150 16 22 0.149 17 95 0.148 18 10 0.147 19 73 0.146 20 49 0.146 21 38 0.144 22 27 0.144 23 5 0.144 24 83 0.143 25 39 0.142 26 23 0.142 27 82 0.142 28 37 0.140 29 1 0.140 30 72 0.139 31 69 0.137 32 107 0.134 33 4 0.132 34 71 0.131 35 85 0.131 36 59 0.131 37 103 0.130 38 30 0.130 39 70 0.128 40 84 0.127 41 125 0.125 42 139 0.124 43 31 0.124 44 144 0.119 45 17 0.119 46 32 0.118 47 46 0.117 48 20 0.116 49 134 0.115 50 120 0.114 51 76 0.114 52 131 0.113 53 53 0.112 54 55 0.110 55 136 0.109 56 33 0.109 57 130 0.108 58 66 0.108 59 36 0.107 60 137 0.106 61 135 0.106 62 123 0.105 63 68 0.104 64 19 0.102 65 94 0.101 66 105 0.099 67 51 0.098 68 13 0.098 69 119 0.096 70 16 0.095 71 52 0.094 72 57 0.094 73 9 0.094 74 62 0.094 75 58 0.094 76 61 0.094 77 11 0.093 78 104 0.093 79 126 0.092 80 26 0.089 81 3 0.088 82 56 0.087 83 112 0.087 84 110 0.087 85 63 0.087 86 98 0.087 87 88 0.086 88 117 0.084 89 35 0.082 90 21 0.082 91 29 0.081 92 60 0.079 93 140 0.079 94 80 0.077 95 102 0.075 96 64 0.071 97 114 0.071 98 54 0.068 99 42 0.068 100 28 0.067 101 129 0.066 102 91 0.066 103 78 0.060 104 92 0.059 105 100 0.057 106 7 0.056 107 18 0.056 108 41 0.051 109 118 0.051 110 86 0.048 111 97 0.048 112 14 0.048 113 34 0.047 114 90 0.047 115 50 0.046 116 47 0.043 117 2 0.043 118 115 0.035 119 12 0.032 120 45 0.031 121 116 0.030 122 109 0.028 123 141 0.027 124 108 0.025 125 101 0.024 126 99 0.019 127 44 0.017 128 43 0.015 129 113 0.010 Results for Factor PHI_UE Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score 1 82 0.406 2 4 0.382 3 48 0.346 4 63 0.323 5 95 0.315 6 37 0.305 7 17 0.295 8 125 0.295 9 100 0.289 10 13 0.269 11 88 0.256 12 31 0.255 13 57 0.247 14 36 0.237 15 29 0.235 16 61 0.231 17 10 0.231 18 49 0.227 19 5 0.222 20 50 0.217 21 129 0.214 22 44 0.211 23 58 0.209 24 79 0.206 25 1 0.204 26 110 0.203 27 137 0.203 28 107 0.203 29 23 0.203 30 92 0.202 31 81 0.201 32 84 0.198 33 40 0.197 34 143 0.194 35 94 0.191 36 32 0.186 37 8 0.185 38 66 0.179 39 19 0.176 40 14 0.175 41 124 0.175 42 27 0.171 43 120 0.168 44 62 0.167 45 76 0.167 46 60 0.166 47 69 0.163 48 116 0.161 49 123 0.153 50 16 0.151 51 121 0.149 52 68 0.149 53 46 0.147 54 20 0.143 55 51 0.142 56 70 0.141 57 138 0.136 58 53 0.136 59 24 0.135 60 28 0.134 61 45 0.134 62 21 0.133 63 144 0.128 64 86 0.127 65 30 0.126 66 98 0.126 67 3 0.126 68 126 0.121 69 134 0.120 70 38 0.119 71 85 0.117 72 130 0.116 73 105 0.115 74 104 0.111 75 112 0.110 76 22 0.110 77 135 0.110 78 9 0.103 79 47 0.100 80 97 0.099 81 59 0.098 82 26 0.097 83 106 0.092 84 91 0.091 85 2 0.090 86 99 0.087 87 139 0.081 88 12 0.071 89 72 0.070 90 118 0.070 91 52 0.067 92 35 0.067 93 127 0.066 94 114 0.065 95 136 0.065 96 33 0.064 97 108 0.059 98 39 0.059 99 109 0.051 100 122 0.049 101 11 0.048 102 41 0.048 103 42 0.046 104 140 0.046 105 101 0.042 106 128 0.042 107 43 0.039 108 78 0.038 109 73 0.036 110 119 0.031 111 7 0.028 112 141 0.027 113 90 0.026 114 80 0.025 115 15 0.021 116 55 0.021 117 56 0.020 118 71 0.014 119 54 0.011 120 83 0.009 121 64 0.002 122 117 -0.006 123 34 -0.009 124 115 -0.021 125 113 -0.036 126 18 -0.036 127 102 -0.040 128 131 -0.079 129 103 -0.099 Results for Factor BETA_UE Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score 1 140 0.507 2 113 0.507 3 115 0.506 4 20 0.485 5 85 0.484 6 21 0.448 7 110 0.439 8 60 0.437 9 118 0.422 10 12 0.415 11 98 0.414 12 114 0.398 13 101 0.397 14 130 0.396 15 43 0.394 16 64 0.393 17 86 0.391 18 102 0.389 19 136 0.386 20 141 0.381 21 73 0.380 22 8 0.369 23 5 0.360 24 56 0.343 25 41 0.338 26 126 0.336 27 7 0.334 28 44 0.334 29 66 0.329 30 131 0.327 31 137 0.323 32 71 0.320 33 32 0.317 34 48 0.316 35 22 0.315 36 144 0.314 37 103 0.314 38 54 0.311 39 90 0.309 40 58 0.309 41 81 0.307 42 63 0.305 43 109 0.302 44 59 0.299 45 99 0.298 46 2 0.297 47 14 0.295 48 57 0.290 49 45 0.288 50 123 0.286 51 35 0.283 52 69 0.278 53 33 0.277 54 70 0.273 55 119 0.272 56 72 0.270 57 26 0.268 58 11 0.267 59 88 0.266 60 68 0.266 61 83 0.262 62 4 0.259 63 116 0.254 64 80 0.253 65 49 0.251 66 1 0.248 67 97 0.247 68 16 0.246 69 38 0.240 70 117 0.240 71 61 0.240 72 84 0.237 73 9 0.237 74 3 0.230 75 19 0.224 76 138 0.219 77 34 0.216 78 29 0.215 79 36 0.215 80 91 0.209 81 112 0.202 82 50 0.202 83 128 0.200 84 53 0.198 85 18 0.193 86 106 0.191 87 55 0.184 88 121 0.183 89 27 0.178 90 139 0.172 91 46 0.164 92 78 0.163 93 129 0.163 94 124 0.161 95 42 0.159 96 125 0.155 97 10 0.155 98 120 0.153 99 52 0.146 100 24 0.143 101 28 0.142 102 39 0.141 103 23 0.139 104 17 0.136 105 95 0.130 106 104 0.126 107 107 0.120 108 76 0.116 109 47 0.115 110 94 0.105 111 108 0.104 112 31 0.099 113 79 0.096 114 143 0.094 115 40 0.092 116 127 0.091 117 51 0.091 118 92 0.087 119 105 0.086 120 30 0.080 121 135 0.071 122 13 0.070 123 100 0.057 124 134 0.042 125 37 0.035 126 62 0.002 127 82 -0.019 128 15 -0.060 129 122 -0.082 Results for Factor PSI_NA Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score 1 28 0.349 2 120 0.348 3 127 0.252 4 23 0.224 5 140 0.212 6 122 0.179 7 107 0.130 8 135 0.076 9 13 0.066 10 27 0.047 11 95 0.023 12 138 0.002 13 128 -0.015 14 82 -0.022 15 97 -0.119 16 22 -0.142 17 40 -0.143 18 139 -0.237 19 71 -0.295 20 105 -0.352 21 104 -0.403 22 100 -0.406 23 123 -0.409 24 49 -0.413 25 143 -0.465 26 4 -0.480 27 16 -0.512 28 121 -0.536 29 5 -0.543 30 131 -0.544 31 46 -0.563 32 134 -0.563 33 50 -0.590 34 69 -0.606 35 66 -0.615 36 79 -0.631 37 15 -0.687 38 30 -0.715 39 124 -0.718 40 29 -0.781 41 103 -0.790 42 90 -0.794 43 72 -0.795 44 37 -0.800 45 130 -0.801 46 9 -0.807 47 62 -0.819 48 68 -0.827 49 81 -0.838 50 126 -0.841 51 94 -0.850 52 70 -0.859 53 17 -0.878 54 58 -0.883 55 19 -0.883 56 106 -0.885 57 53 -0.903 58 48 -0.909 59 52 -0.933 60 76 -0.934 61 61 -0.938 62 137 -0.964 63 1 -0.964 64 92 -0.967 65 39 -0.969 66 31 -0.972 67 64 -0.972 68 51 -0.984 69 57 -1.008 70 136 -1.010 71 10 -1.141 72 119 -1.152 73 44 -1.167 74 114 -1.179 75 32 -1.193 76 54 -1.228 77 59 -1.242 78 24 -1.256 79 125 -1.271 80 47 -1.326 81 129 -1.337 82 26 -1.397 83 21 -1.420 84 112 -1.423 85 102 -1.432 86 18 -1.461 87 85 -1.508 88 117 -1.542 89 36 -1.550 90 115 -1.581 91 73 -1.582 92 33 -1.588 93 55 -1.601 94 113 -1.654 95 108 -1.670 96 118 -1.677 97 78 -1.681 98 20 -1.695 99 8 -1.696 100 56 -1.721 101 116 -1.721 102 98 -1.731 103 83 -1.755 104 144 -1.765 105 11 -1.886 106 80 -1.904 107 3 -1.918 108 38 -1.991 109 34 -2.047 110 45 -2.061 111 7 -2.101 112 42 -2.109 113 110 -2.118 114 101 -2.124 115 60 -2.171 116 14 -2.258 117 2 -2.266 118 41 -2.346 119 84 -2.348 120 91 -2.467 121 35 -2.483 122 141 -2.497 123 109 -2.514 124 88 -2.764 125 63 -2.800 126 86 -2.920 127 99 -3.093 128 12 -3.776 129 43 -5.921 Results for Factor PSI_UE Ranking Cluster Factor Score Ranking Cluster Factor Score Ranking Cluster Factor Score 1 62 1.821 2 53 1.668 3 44 1.653 4 143 1.636 5 114 1.542 6 101 1.515 7 115 1.509 8 41 1.477 9 128 1.477 10 34 1.470 11 57 1.466 12 86 1.421 13 138 1.421 14 3 1.396 15 123 1.393 16 28 1.377 17 58 1.371 18 125 1.369 19 82 1.357 20 120 1.308 21 23 1.288 22 32 1.263 23 36 1.243 24 99 1.241 25 64 1.228 26 90 1.226 27 126 1.216 28 139 1.185 29 1 1.183 30 59 1.175 31 71 1.170 32 122 1.169 33 134 1.167 34 4 1.166 35 105 1.140 36 144 1.118 37 60 1.114 38 19 1.114 39 20 1.108 40 9 1.101 41 38 1.099 42 29 1.095 43 137 1.094 44 131 1.091 45 129 1.088 46 40 1.085 47 80 1.083 48 50 1.058 49 21 1.050 50 121 1.049 51 7 1.033 52 91 1.025 53 49 1.024 54 136 1.023 55 81 1.022 56 26 1.020 57 127 1.012 58 117 1.009 59 116 1.007 60 33 0.995 61 73 0.994 62 27 0.992 63 107 0.988 64 102 0.982 65 51 0.963 66 37 0.958 67 97 0.949 68 14 0.939 69 66 0.932 70 61 0.929 71 112 0.916 72 85 0.916 73 92 0.910 74 8 0.895 75 47 0.878 76 22 0.876 77 31 0.867 78 5 0.860 79 48 0.848 80 13 0.847 81 43 0.818 82 54 0.815 83 52 0.811 84 88 0.810 85 12 0.790 86 17 0.777 87 11 0.763 88 140 0.763 89 109 0.761 90 100 0.759 91 16 0.745 92 106 0.740 93 18 0.736 94 103 0.728 95 79 0.726 96 69 0.703 97 98 0.674 98 119 0.665 99 78 0.645 100 10 0.637 101 84 0.612 102 113 0.611 103 72 0.595 104 130 0.593 105 108 0.586 106 68 0.566 107 35 0.527 108 55 0.478 109 45 0.447 110 104 0.446 111 110 0.436 112 63 0.424 113 94 0.406 114 83 0.348 115 124 0.343 116 56 0.297 117 24 0.221 118 118 0.214 119 2 0.145 120 135 0.142 121 76 0.131 122 141 0.032 123 70 -0.027 124 42 -0.075 125 15 -0.099 126 46 -0.227 127 95 -0.307 128 39 -0.753 129 30 -1.092 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 3.922 2 134 3.857 3 120 3.562 4 13 3.368 5 117 3.296 6 68 3.290 7 49 3.289 8 64 3.271 9 66 3.251 10 40 3.224 11 121 3.224 12 76 3.181 13 17 3.118 14 28 3.088 15 138 3.069 16 27 3.011 17 107 2.933 18 69 2.903 19 82 2.902 20 127 2.887 21 70 2.743 22 139 2.730 23 104 2.625 24 122 2.616 25 131 2.613 26 39 2.609 27 105 2.565 28 81 2.492 29 103 2.492 30 95 2.470 31 72 2.455 32 1 2.432 33 50 2.430 34 137 2.429 35 8 2.418 36 16 2.325 37 100 2.322 38 31 2.294 39 140 2.247 40 22 2.224 41 135 2.219 42 23 2.209 43 79 2.206 44 32 2.195 45 9 2.188 46 94 2.188 47 106 2.126 48 71 2.123 49 30 2.116 50 78 2.094 51 125 2.087 52 15 2.078 53 57 2.069 54 97 2.060 55 18 2.057 56 19 2.057 57 10 2.049 58 123 2.032 59 58 2.029 60 116 2.015 61 136 1.952 62 55 1.933 63 36 1.882 64 46 1.865 65 4 1.855 66 21 1.851 67 61 1.849 68 5 1.841 69 119 1.835 70 29 1.818 71 126 1.806 72 130 1.785 73 59 1.778 74 7 1.770 75 52 1.768 76 143 1.731 77 114 1.717 78 90 1.690 79 53 1.685 80 128 1.685 81 54 1.675 82 37 1.668 83 62 1.652 84 129 1.623 85 41 1.613 86 3 1.600 87 20 1.598 88 24 1.572 89 48 1.570 90 102 1.564 91 92 1.561 92 88 1.541 93 26 1.523 94 44 1.523 95 51 1.514 96 56 1.502 97 11 1.499 98 85 1.475 99 108 1.460 100 98 1.436 101 33 1.427 102 73 1.426 103 109 1.417 104 2 1.393 105 83 1.385 106 144 1.369 107 14 1.364 108 47 1.358 109 60 1.357 110 38 1.335 111 42 1.321 112 118 1.315 113 115 1.312 114 45 1.304 115 112 1.302 116 110 1.292 117 141 1.281 118 80 1.242 119 86 1.222 120 101 1.215 121 113 1.207 122 35 1.203 123 34 1.197 124 63 1.179 125 91 1.164 126 84 1.163 127 12 1.063 128 99 1.053 129 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 49 -0.288 2 117 -0.410 3 82 -0.449 4 81 -0.459 5 134 -0.513 6 32 -0.534 7 95 -0.570 8 59 -0.585 9 127 -0.590 10 105 -0.593 11 69 -0.623 12 139 -0.625 13 18 -0.666 14 41 -0.707 15 109 -0.733 16 17 -0.736 17 60 -0.759 18 45 -0.762 19 13 -0.777 20 78 -0.788 21 53 -0.791 22 44 -0.815 23 125 -0.817 24 11 -0.862 25 120 -0.864 26 34 -0.870 27 31 -0.876 28 3 -0.895 29 5 -0.910 30 15 -0.932 31 30 -0.934 32 94 -0.938 33 140 -0.964 34 64 -0.966 35 121 -0.991 36 114 -0.993 37 137 -0.993 38 72 -1.008 39 90 -1.011 40 1 -1.027 41 62 -1.039 42 100 -1.039 43 68 -1.070 44 22 -1.073 45 20 -1.096 46 76 -1.097 47 27 -1.099 48 4 -1.105 49 131 -1.107 50 16 -1.131 51 7 -1.143 52 128 -1.151 53 124 -1.151 54 50 -1.155 55 123 -1.159 56 9 -1.164 57 104 -1.170 58 70 -1.183 59 51 -1.186 60 138 -1.189 61 48 -1.191 62 119 -1.227 63 115 -1.263 64 37 -1.285 65 38 -1.297 66 101 -1.299 67 122 -1.304 68 61 -1.307 69 57 -1.309 70 56 -1.318 71 36 -1.322 72 21 -1.339 73 103 -1.350 74 126 -1.357 75 58 -1.368 76 143 -1.372 77 144 -1.384 78 29 -1.395 79 106 -1.398 80 8 -1.402 81 40 -1.403 82 71 -1.406 83 107 -1.410 84 136 -1.411 85 86 -1.413 86 63 -1.442 87 79 -1.473 88 92 -1.473 89 55 -1.475 90 116 -1.483 91 80 -1.492 92 66 -1.508 93 129 -1.547 94 110 -1.553 95 52 -1.560 96 112 -1.568 97 10 -1.569 98 23 -1.569 99 73 -1.577 100 141 -1.633 101 28 -1.650 102 14 -1.690 103 47 -1.694 104 12 -1.698 105 24 -1.698 106 43 -1.744 107 113 -1.778 108 102 -1.781 109 19 -1.784 110 130 -1.797 111 97 -1.822 112 99 -1.851 113 2 -1.879 114 54 -1.882 115 26 -1.897 116 108 -1.898 117 88 -1.909 118 33 -1.914 119 98 -1.987 120 85 -2.030 121 118 -2.061 122 83 -2.081 123 135 -2.082 124 39 -2.126 125 91 -2.154 126 46 -2.159 127 84 -2.200 128 42 -2.293 129 35 -2.384 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 NA_PRE UE_PRE HAM_PRE ________ ________ ________ 0 0 0 LAMBDA PHI_NA BETA_NA PHI_UE BETA_UE PSI_NA ________ ________ ________ ________ ________ NA_PRE 0 0 0 0 0 UE_PRE 0 0 0 0 0 HAM_PRE 0 0 0 0 0 LAMBDA PSI_UE NA_PRE UE_PRE HAM_PRE ________ ________ ________ ________ NA_PRE 0 0 0 0 UE_PRE 0 0 0 0 HAM_PRE 0 0 0 0 THETA NA_PRE UE_PRE HAM_PRE ________ ________ ________ NA_PRE 0 UE_PRE 0 0 HAM_PRE 0 0 0 ALPHA PHI_NA BETA_NA PHI_UE BETA_UE PSI_NA ________ ________ ________ ________ ________ 1 2 3 4 5 ALPHA PSI_UE NA_PRE UE_PRE HAM_PRE ________ ________ ________ ________ 6 7 8 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 NA_PRE 0 0 0 0 0 UE_PRE 0 0 0 0 0 HAM_PRE 0 0 0 0 0 BETA PSI_UE NA_PRE UE_PRE HAM_PRE ________ ________ ________ ________ PHI_NA 0 0 0 9 BETA_NA 0 0 0 10 PHI_UE 0 0 0 11 BETA_UE 0 0 0 12 PSI_NA 0 0 0 13 PSI_UE 0 0 0 14 NA_PRE 0 0 0 15 UE_PRE 0 0 0 16 HAM_PRE 0 0 0 0 PSI PHI_NA BETA_NA PHI_UE BETA_UE PSI_NA ________ ________ ________ ________ ________ PHI_NA 17 BETA_NA 0 18 PHI_UE 0 0 19 BETA_UE 0 0 0 20 PSI_NA 0 0 0 0 21 PSI_UE 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 NA_PRE UE_PRE HAM_PRE ________ ________ ________ ________ PSI_UE 22 NA_PRE 0 23 UE_PRE 0 24 25 HAM_PRE 0 0 0 0 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 0.596 UE_PRE&1 0.000 0.000 0.000 1.550 STARTING VALUES FOR BETWEEN NU NA_PRE UE_PRE HAM_PRE ________ ________ ________ 0.000 0.000 0.000 LAMBDA PHI_NA BETA_NA PHI_UE BETA_UE PSI_NA ________ ________ ________ ________ ________ 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 NA_PRE UE_PRE HAM_PRE ________ ________ ________ ________ NA_PRE 0.000 1.000 0.000 0.000 UE_PRE 0.000 0.000 1.000 0.000 HAM_PRE 0.000 0.000 0.000 1.000 THETA NA_PRE UE_PRE HAM_PRE ________ ________ ________ NA_PRE 0.000 UE_PRE 0.000 0.000 HAM_PRE 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 NA_PRE UE_PRE HAM_PRE ________ ________ ________ ________ 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 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 NA_PRE UE_PRE HAM_PRE ________ ________ ________ ________ PHI_NA 0.000 0.000 0.000 0.000 BETA_NA 0.000 0.000 0.000 0.000 PHI_UE 0.000 0.000 0.000 0.000 BETA_UE 0.000 0.000 0.000 0.000 PSI_NA 0.000 0.000 0.000 0.000 PSI_UE 0.000 0.000 0.000 0.000 NA_PRE 0.000 0.000 0.000 0.000 UE_PRE 0.000 0.000 0.000 0.000 HAM_PRE 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 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 NA_PRE UE_PRE HAM_PRE ________ ________ ________ ________ PSI_UE 1.000 NA_PRE 0.000 0.598 UE_PRE 0.000 0.000 1.552 HAM_PRE 0.000 0.000 0.000 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~IG(-1.000,0.000) infinity infinity infinity Parameter 18~IG(-1.000,0.000) infinity infinity infinity Parameter 19~IG(-1.000,0.000) infinity 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~IW(0.000,-3) infinity infinity infinity Parameter 24~IW(0.000,-3) infinity infinity infinity Parameter 25~IW(0.000,-3) infinity infinity infinity TECHNICAL 8 OUTPUT TECHNICAL 8 OUTPUT FOR BAYES ESTIMATION CHAIN BSEED 1 3786 2 780392 POTENTIAL PARAMETER WITH ITERATION SCALE REDUCTION HIGHEST PSR 100 1.129 19 200 1.116 4 300 1.078 20 400 1.213 20 500 1.162 20 600 1.057 20 700 1.045 20 800 1.005 19 900 1.009 19 1000 1.014 19 1100 1.027 20 1200 1.028 19 1300 1.023 19 1400 1.018 19 1500 1.009 19 1600 1.008 20 1700 1.003 19 1800 1.004 19 1900 1.006 4 2000 1.003 4 2100 1.001 13 2200 1.001 21 2300 1.003 11 2400 1.002 21 2500 1.003 11 2600 1.003 17 2700 1.003 20 2800 1.006 20 2900 1.004 20 3000 1.010 20 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 0.100 0.129 0.244 -1.185 Means PSI_UE B_NA_PRE B_UE_PRE ________ ________ ________ 0.878 2.003 -1.283 Covariances PHI_NA BETA_NA PHI_UE BETA_UE PSI_NA ________ ________ ________ ________ ________ PHI_NA 0.040 BETA_NA -0.001 0.003 PHI_UE -0.001 0.001 0.024 BETA_UE 0.002 -0.002 -0.005 0.036 PSI_NA 0.011 0.021 0.021 -0.050 0.850 PSI_UE 0.000 -0.001 0.002 0.008 0.025 B_NA_PRE 0.016 0.014 0.013 -0.031 0.396 B_UE_PRE 0.004 0.004 0.008 -0.010 0.134 Covariances PSI_UE B_NA_PRE B_UE_PRE ________ ________ ________ PSI_UE 0.255 B_NA_PRE -0.009 0.469 B_UE_PRE 0.059 0.158 0.268 Correlations PHI_NA BETA_NA PHI_UE BETA_UE PSI_NA ________ ________ ________ ________ ________ PHI_NA 1.000 BETA_NA -0.052 1.000 PHI_UE -0.034 0.120 1.000 BETA_UE 0.060 -0.181 -0.186 1.000 PSI_NA 0.061 0.385 0.144 -0.283 1.000 PSI_UE -0.004 -0.045 0.021 0.086 0.053 B_NA_PRE 0.116 0.345 0.124 -0.241 0.627 B_UE_PRE 0.042 0.131 0.103 -0.098 0.281 Correlations PSI_UE B_NA_PRE B_UE_PRE ________ ________ ________ PSI_UE 1.000 B_NA_PRE -0.025 1.000 B_UE_PRE 0.225 0.446 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 ________ ________ ________ ________ ________ 0.110 0.039 0.123 0.146 0.210 Means PSI_UE_S B_NA_PRE B_UE_PRE ________ ________ ________ 0.196 0.166 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 0.000 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 0.000 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 0.001 B_NA_PRE 0.001 0.009 B_UE_PRE 0.000 0.001 0.003 Correlations PHI_NA_S BETA_NA_ PHI_UE_S BETA_UE_ PSI_NA_S ________ ________ ________ ________ ________ PHI_NA_S 1.000 BETA_NA_ 0.013 1.000 PHI_UE_S 0.177 0.122 1.000 BETA_UE_ 0.181 -0.321 0.138 1.000 PSI_NA_S 0.090 0.165 0.129 -0.020 1.000 PSI_UE_S 0.057 0.303 0.097 -0.075 0.289 B_NA_PRE -0.294 0.497 0.001 -0.435 0.135 B_UE_PRE -0.003 -0.161 -0.068 0.130 0.009 Correlations PSI_UE_S B_NA_PRE B_UE_PRE ________ ________ ________ PSI_UE_S 1.000 B_NA_PRE 0.181 1.000 B_UE_PRE 0.016 0.262 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. 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