Mplus VERSION 8.8
MUTHEN & MUTHEN
11/27/2022 10:56 AM
OUTPUT SECTIONS
INPUT INSTRUCTIONS
TITLE: Multilevel DSEM model 6 with TINTERVAL
Within level:
- no parameters at this level
Between level:
- two random means, four random slopes, and two random (log) variances
- all random effects are regressed on an observed predictor (which is grand mean ce
- an observed outcome is regressed on all random effects and observed predictor
DATA:
file = MLdata.dat; ! data file
VARIABLE:
NAMES ARE CL TE N RS time person; ! variables names (in the order they appear in the
USEVARIABLES = CL TE N RS; ! which variables to include in the analysis
BETWEEN = N RS; ! which variables only have between-person varianc
CLUSTER = person; ! which variable indicates the clustering of the d
LAGGED = CL(1) TE(1); ! create lagged versions of CL and TE (lag 1)
TINTERVAL = time(1); ! which variable indicates the timing of observati
DEFINE:
CENTER N (GRANDMEAN); ! use grand mean centering for the between level v
ANALYSIS:
TYPE = TWOLEVEL RANDOM; ! two-level data and allow for random slopes and/o
ESTIMATOR = BAYES; ! use Bayesian estimation
PROC = 2; ! use 2 processors
BITER = (5000); ! run at least 5000 iterations (more if needed acc
MODEL:
%WITHIN%
phiCL | CL ON CL&1; ! random autoregression for CL
betaCL | CL ON TE; ! random cross-regression from TE_t -> CL_t
phiTE | TE ON TE&1; ! random autoregression for TE
betaTE | TE ON CL&1; ! random cross-lagged regression from CL_t-1 -> TE
logVCL | CL; ! random residual variance for CL
logVTE | TE; ! random residual variance for TE
%BETWEEN%
CL TE phiCL-logVTE ON N; ! regress all 8 random effects (2 means, 4 slopes,
RS ON CL TE phiCL-logVTE N; ! regress between level outcome on all 8 random ef
OUTPUT:
TECH1 TECH8 STDYX; ! obtain additional output
PLOT:
TYPE = PLOT3; ! enable plot options
FACTOR = ALL(100); ! sample factor scores (for the random effects) pe
*** WARNING
Input line exceeded 90 characters. Some input may be truncated.
- all random effects are regressed on an observed predictor (which is grand mean cen
*** WARNING
Input line exceeded 90 characters. Some input may be truncated.
BETWEEN = N RS; ! which variables only have between-person variance
*** WARNING
Input line exceeded 90 characters. Some input may be truncated.
CLUSTER = person; ! which variable indicates the clustering of the da
*** WARNING
Input line exceeded 90 characters. Some input may be truncated.
TINTERVAL = time(1); ! which variable indicates the timing of observatio
*** WARNING
Input line exceeded 90 characters. Some input may be truncated.
CENTER N (GRANDMEAN); ! use grand mean centering for the between level va
*** WARNING
Input line exceeded 90 characters. Some input may be truncated.
TYPE = TWOLEVEL RANDOM; ! two-level data and allow for random slopes and/or
*** WARNING
Input line exceeded 90 characters. Some input may be truncated.
BITER = (5000); ! run at least 5000 iterations (more if needed acco
*** WARNING
Input line exceeded 90 characters. Some input may be truncated.
betaTE | TE ON CL&1; ! random cross-lagged regression from CL_t-1 -> TE_
*** WARNING
Input line exceeded 90 characters. Some input may be truncated.
RS ON CL TE phiCL-logVTE N; ! regress between level outcome on all 8 random eff
*** WARNING
Input line exceeded 90 characters. Some input may be truncated.
FACTOR = ALL(100); ! sample factor scores (for the random effects) per
10 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS
Multilevel DSEM model 6 with TINTERVAL
Within level:
- no parameters at this level
Between level:
- two random means, four random slopes, and two random (log) variances
- all random effects are regressed on an observed predictor (which is grand mean ce
- an observed outcome is regressed on all random effects and observed predictor
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 19563
Number of dependent variables 3
Number of independent variables 3
Number of continuous latent variables 6
Observed dependent variables
Continuous
RS CL TE
Observed independent variables
N CL&1 TE&1
Continuous latent variables
PHICL BETACL PHITE BETATE LOGVCL LOGVTE
Variables with special functions
Cluster variable PERSON
Within variables
CL&1 TE&1
Between variables
N RS
Centering (GRANDMEAN)
N
Estimator BAYES
Specifications for Bayesian Estimation
Point estimate MEDIAN
Number of Markov chain Monte Carlo (MCMC) chains 2
Random seed for the first chain 0
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 1
Specifications for Bayes Factor Score Estimation
Number of imputed data sets 100
Iteration intervals for thinning 1
Input data file(s)
MLdata.dat
Input data format FREE
SUMMARY OF DATA
Number of clusters 200
Size (s) Cluster ID with Size s
89 186
90 92
92 79 90 147
93 183 23 172
94 15 33 21 28 114 121 163 78 63 24
95 37 200 165 53 124 179 100 162 118 48 75 111 30
96 69 112 81 131 43 175 88 17 192 4 184 38 105 136 135
97 2 182 93 160 139 129 144 67 177 13 45 127 153 133 54
56
98 87 32 159 189 96 91 142 151 193 35 137 180 138 47 72
143 101 22 140 174 31 195 145 122 123 110 104 64 55
198 199 191 42 74 161 5 65 99 152 157 197 20 52 7 80
99 14 36 95 1 11 141 26 83 134 58 49 178 9 130 40 25 171
155 149 84 85 62 181 146 71 39 106 170 125 150 196 176
3 44 98 128 115 50 77 164 168 46 12 57 97 107 120 187
100 173 156 70 10 29 109 113 126 59 132 34 116 169 108 68
41 103 51 18 60 27 185 16 167 73 61 94 8 76 66 86 158
117 82 102 154 19 119 194 148 166 188 190 89 6
SUMMARY OF MISSING DATA PATTERNS
Number of missing data patterns 4
MISSING DATA PATTERNS (x = not missing)
1 2 3 4
RS x x x x
CL x x
TE x x
CL&1 x x
TE&1 x x
N x x x x
MISSING DATA PATTERN FREQUENCIES
Pattern Frequency Pattern Frequency Pattern Frequency
1 4993 3 4794
2 4994 4 4782
COVARIANCE COVERAGE OF DATA
Minimum covariance coverage value 0.100
PROPORTION OF DATA PRESENT
Covariance Coverage
RS CL TE N
________ ________ ________ ________
RS 1.000
CL 0.511 0.511
TE 0.511 0.511 0.511
N 1.000 0.511 0.511 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
RS 29.970 -0.089 27.000 0.50% 29.000 30.000 30.000
200.000 0.869 -0.118 32.000 4.00% 30.000 31.000
CL 4.997 -0.530 -5.930 0.01% 3.620 4.680 5.090
9987.000 3.082 1.444 10.480 0.01% 5.490 6.430
TE 14.942 0.046 9.400 0.01% 13.700 14.600 14.900
9987.000 2.323 -0.049 19.900 0.04% 15.300 16.200
N 0.000 -0.381 -30.516 0.50% -5.716 -1.316 -0.516
200.000 51.518 1.229 18.284 0.50% 1.484 6.284
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:
70
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) 130497.126
Estimated Number of Parameters (pD) 19262.850
MODEL RESULTS
Posterior One-Tailed 95% C.I.
Estimate S.D. P-Value Lower 2.5% Upper 2.5% Significance
Within Level
Between Level
PHICL ON
N 0.013 0.002 0.000 0.009 0.016 *
BETACL ON
N -0.020 0.002 0.000 -0.024 -0.017 *
PHITE ON
N 0.011 0.002 0.000 0.007 0.016 *
BETATE ON
N -0.004 0.002 0.042 -0.007 0.000
LOGVCL ON
N 0.007 0.004 0.041 -0.001 0.014
LOGVTE ON
N -0.003 0.002 0.125 -0.007 0.002
RS ON
PHICL 0.135 2.290 0.473 -5.503 4.243
BETACL 1.730 1.211 0.048 -0.274 4.590
PHITE 1.360 1.278 0.066 -0.462 4.183
BETATE 0.764 1.383 0.268 -1.782 3.823
LOGVCL 0.357 0.232 0.059 -0.099 0.819
LOGVTE 0.154 2.076 0.455 -4.781 4.556
CL ON
N -0.087 0.012 0.000 -0.110 -0.065 *
TE ON
N 0.060 0.010 0.000 0.039 0.080 *
RS ON
CL 0.073 0.064 0.121 -0.053 0.200
TE -0.179 0.069 0.005 -0.315 -0.048 *
N 0.000 0.042 0.494 -0.085 0.089
Intercepts
RS 32.586 1.440 0.000 29.836 35.404 *
CL 5.008 0.082 0.000 4.851 5.168 *
TE 14.932 0.073 0.000 14.792 15.074 *
PHICL 0.240 0.014 0.000 0.213 0.267 *
BETACL -0.204 0.013 0.000 -0.228 -0.178 *
PHITE 0.093 0.017 0.000 0.060 0.128 *
BETATE -0.102 0.014 0.000 -0.130 -0.076 *
LOGVCL 0.018 0.028 0.258 -0.038 0.071
LOGVTE -0.031 0.019 0.037 -0.073 0.002
Residual Variances
RS 0.660 0.107 0.000 0.444 0.869 *
CL 1.250 0.144 0.000 1.007 1.574 *
TE 1.056 0.112 0.000 0.865 1.300 *
PHICL 0.007 0.003 0.000 0.002 0.014 *
BETACL 0.012 0.004 0.000 0.006 0.020 *
PHITE 0.017 0.005 0.000 0.007 0.028 *
BETATE 0.011 0.004 0.000 0.005 0.019 *
LOGVCL 0.110 0.016 0.000 0.083 0.146 *
LOGVTE 0.011 0.007 0.000 0.001 0.026 *
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
PHICL | CL ON
CL&1 0.240 0.013 0.000 0.213 0.264 *
BETACL | CL ON
TE -0.181 0.009 0.000 -0.198 -0.161 *
PHITE | TE ON
TE&1 0.093 0.014 0.000 0.067 0.121 *
BETATE | TE ON
CL&1 -0.112 0.013 0.000 -0.141 -0.087 *
LOGVCL |
CL 0.847 0.007 0.000 0.832 0.860 *
LOGVTE |
TE 0.928 0.007 0.000 0.914 0.941 *
Between Level
PHICL ON
N 0.634 0.107 0.000 0.429 0.854 *
BETACL ON
N -0.681 0.064 0.000 -0.814 -0.559 *
PHITE ON
N 0.406 0.099 0.000 0.226 0.625 *
BETATE ON
N -0.176 0.097 0.042 -0.362 0.025
LOGVCL ON
N 0.102 0.058 0.041 -0.014 0.215
LOGVTE ON
N -0.141 0.144 0.125 -0.504 0.087
RS ON
PHICL 0.015 0.225 0.473 -0.489 0.427
BETACL 0.272 0.172 0.048 -0.043 0.624
PHITE 0.202 0.151 0.066 -0.067 0.514
BETATE 0.085 0.136 0.268 -0.184 0.350
LOGVCL 0.124 0.079 0.059 -0.033 0.276
LOGVTE 0.017 0.163 0.455 -0.305 0.343
CL ON
N -0.368 0.044 0.000 -0.450 -0.275 *
TE ON
N 0.284 0.047 0.000 0.185 0.370 *
RS ON
CL 0.091 0.080 0.121 -0.064 0.248
TE -0.200 0.075 0.005 -0.344 -0.053 *
N 0.002 0.222 0.494 -0.442 0.461
Intercepts
RS 33.863 2.025 0.000 29.817 37.676 *
CL 4.163 0.235 0.000 3.696 4.622 *
TE 13.909 0.702 0.000 12.589 15.332 *
PHICL 2.287 0.413 0.000 1.676 3.295 *
BETACL -1.352 0.153 0.000 -1.681 -1.088 *
PHITE 0.660 0.166 0.000 0.386 1.036 *
BETATE -0.974 0.235 0.000 -1.544 -0.648 *
LOGVCL 0.055 0.084 0.258 -0.110 0.215
LOGVTE -0.297 0.187 0.037 -0.720 0.032
Residual Variances
RS 0.717 0.101 0.000 0.478 0.870 *
CL 0.864 0.032 0.000 0.797 0.924 *
TE 0.919 0.026 0.000 0.863 0.966 *
PHICL 0.598 0.137 0.000 0.269 0.816 *
BETACL 0.537 0.087 0.000 0.338 0.688 *
PHITE 0.835 0.085 0.000 0.608 0.949 *
BETATE 0.969 0.035 0.000 0.869 1.000 *
LOGVCL 0.990 0.013 0.000 0.953 1.000 *
LOGVTE 0.980 0.066 0.000 0.746 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%
CL 0.153 0.007 0.000 0.140 0.168
TE 0.072 0.007 0.000 0.059 0.086
Between Level
Posterior One-Tailed 95% C.I.
Variable Estimate S.D. P-Value Lower 2.5% Upper 2.5%
RS 0.283 0.101 0.000 0.130 0.522
CL 0.136 0.032 0.000 0.075 0.203
TE 0.081 0.026 0.000 0.034 0.137
Posterior One-Tailed 95% C.I.
Variable Estimate S.D. P-Value Lower 2.5% Upper 2.5%
PHICL 0.402 0.137 0.000 0.184 0.729
BETACL 0.463 0.087 0.000 0.312 0.661
PHITE 0.165 0.085 0.000 0.051 0.391
BETATE 0.031 0.035 0.000 0.000 0.130
LOGVCL 0.010 0.013 0.000 0.000 0.046
LOGVTE 0.020 0.066 0.000 0.000 0.253
TECHNICAL 1 OUTPUT
PARAMETER SPECIFICATION FOR WITHIN
NU
CL TE CL&1 TE&1
________ ________ ________ ________
0 0 0 0
LAMBDA
CL TE CL&1 TE&1
________ ________ ________ ________
CL 0 0 0 0
TE 0 0 0 0
CL&1 0 0 0 0
TE&1 0 0 0 0
THETA
CL TE CL&1 TE&1
________ ________ ________ ________
CL 0
TE 0 0
CL&1 0 0 0
TE&1 0 0 0 0
ALPHA
CL TE CL&1 TE&1
________ ________ ________ ________
0 0 0 0
BETA
CL TE CL&1 TE&1
________ ________ ________ ________
CL 0 0 0 0
TE 0 0 0 0
CL&1 0 0 0 0
TE&1 0 0 0 0
PSI
CL TE CL&1 TE&1
________ ________ ________ ________
CL 0
TE 0 0
CL&1 0 0 0
TE&1 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN
NU
RS CL TE N
________ ________ ________ ________
0 0 0 0
LAMBDA
PHICL BETACL PHITE BETATE LOGVCL
________ ________ ________ ________ ________
RS 0 0 0 0 0
CL 0 0 0 0 0
TE 0 0 0 0 0
N 0 0 0 0 0
LAMBDA
LOGVTE RS CL TE N
________ ________ ________ ________ ________
RS 0 0 0 0 0
CL 0 0 0 0 0
TE 0 0 0 0 0
N 0 0 0 0 0
THETA
RS CL TE N
________ ________ ________ ________
RS 0
CL 0 0
TE 0 0 0
N 0 0 0 0
ALPHA
PHICL BETACL PHITE BETATE LOGVCL
________ ________ ________ ________ ________
1 2 3 4 5
ALPHA
LOGVTE RS CL TE N
________ ________ ________ ________ ________
6 7 8 9 0
BETA
PHICL BETACL PHITE BETATE LOGVCL
________ ________ ________ ________ ________
PHICL 0 0 0 0 0
BETACL 0 0 0 0 0
PHITE 0 0 0 0 0
BETATE 0 0 0 0 0
LOGVCL 0 0 0 0 0
LOGVTE 0 0 0 0 0
RS 16 17 18 19 20
CL 0 0 0 0 0
TE 0 0 0 0 0
N 0 0 0 0 0
BETA
LOGVTE RS CL TE N
________ ________ ________ ________ ________
PHICL 0 0 0 0 10
BETACL 0 0 0 0 11
PHITE 0 0 0 0 12
BETATE 0 0 0 0 13
LOGVCL 0 0 0 0 14
LOGVTE 0 0 0 0 15
RS 21 0 22 23 24
CL 0 0 0 0 25
TE 0 0 0 0 26
N 0 0 0 0 0
PSI
PHICL BETACL PHITE BETATE LOGVCL
________ ________ ________ ________ ________
PHICL 27
BETACL 0 28
PHITE 0 0 29
BETATE 0 0 0 30
LOGVCL 0 0 0 0 31
LOGVTE 0 0 0 0 0
RS 0 0 0 0 0
CL 0 0 0 0 0
TE 0 0 0 0 0
N 0 0 0 0 0
PSI
LOGVTE RS CL TE N
________ ________ ________ ________ ________
LOGVTE 32
RS 0 33
CL 0 0 34
TE 0 0 0 35
N 0 0 0 0 0
STARTING VALUES FOR WITHIN
NU
CL TE CL&1 TE&1
________ ________ ________ ________
0.000 0.000 0.000 0.000
LAMBDA
CL TE CL&1 TE&1
________ ________ ________ ________
CL 1.000 0.000 0.000 0.000
TE 0.000 1.000 0.000 0.000
CL&1 0.000 0.000 1.000 0.000
TE&1 0.000 0.000 0.000 1.000
THETA
CL TE CL&1 TE&1
________ ________ ________ ________
CL 0.000
TE 0.000 0.000
CL&1 0.000 0.000 0.000
TE&1 0.000 0.000 0.000 0.000
ALPHA
CL TE CL&1 TE&1
________ ________ ________ ________
0.000 0.000 0.000 0.000
BETA
CL TE CL&1 TE&1
________ ________ ________ ________
CL 0.000 0.000 0.000 0.000
TE 0.000 0.000 0.000 0.000
CL&1 0.000 0.000 0.000 0.000
TE&1 0.000 0.000 0.000 0.000
PSI
CL TE CL&1 TE&1
________ ________ ________ ________
CL 0.000
TE 0.000 0.000
CL&1 0.000 0.000 1.541
TE&1 0.000 0.000 0.000 1.162
STARTING VALUES FOR BETWEEN
NU
RS CL TE N
________ ________ ________ ________
0.000 0.000 0.000 0.000
LAMBDA
PHICL BETACL PHITE BETATE LOGVCL
________ ________ ________ ________ ________
RS 0.000 0.000 0.000 0.000 0.000
CL 0.000 0.000 0.000 0.000 0.000
TE 0.000 0.000 0.000 0.000 0.000
N 0.000 0.000 0.000 0.000 0.000
LAMBDA
LOGVTE RS CL TE N
________ ________ ________ ________ ________
RS 0.000 1.000 0.000 0.000 0.000
CL 0.000 0.000 1.000 0.000 0.000
TE 0.000 0.000 0.000 1.000 0.000
N 0.000 0.000 0.000 0.000 1.000
THETA
RS CL TE N
________ ________ ________ ________
RS 0.000
CL 0.000 0.000
TE 0.000 0.000 0.000
N 0.000 0.000 0.000 0.000
ALPHA
PHICL BETACL PHITE BETATE LOGVCL
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
ALPHA
LOGVTE RS CL TE N
________ ________ ________ ________ ________
0.000 29.970 4.997 14.942 0.000
BETA
PHICL BETACL PHITE BETATE LOGVCL
________ ________ ________ ________ ________
PHICL 0.000 0.000 0.000 0.000 0.000
BETACL 0.000 0.000 0.000 0.000 0.000
PHITE 0.000 0.000 0.000 0.000 0.000
BETATE 0.000 0.000 0.000 0.000 0.000
LOGVCL 0.000 0.000 0.000 0.000 0.000
LOGVTE 0.000 0.000 0.000 0.000 0.000
RS 0.000 0.000 0.000 0.000 0.000
CL 0.000 0.000 0.000 0.000 0.000
TE 0.000 0.000 0.000 0.000 0.000
N 0.000 0.000 0.000 0.000 0.000
BETA
LOGVTE RS CL TE N
________ ________ ________ ________ ________
PHICL 0.000 0.000 0.000 0.000 0.000
BETACL 0.000 0.000 0.000 0.000 0.000
PHITE 0.000 0.000 0.000 0.000 0.000
BETATE 0.000 0.000 0.000 0.000 0.000
LOGVCL 0.000 0.000 0.000 0.000 0.000
LOGVTE 0.000 0.000 0.000 0.000 0.000
RS 0.000 0.000 0.000 0.000 0.000
CL 0.000 0.000 0.000 0.000 0.000
TE 0.000 0.000 0.000 0.000 0.000
N 0.000 0.000 0.000 0.000 0.000
PSI
PHICL BETACL PHITE BETATE LOGVCL
________ ________ ________ ________ ________
PHICL 1.000
BETACL 0.000 1.000
PHITE 0.000 0.000 1.000
BETATE 0.000 0.000 0.000 1.000
LOGVCL 0.000 0.000 0.000 0.000 1.000
LOGVTE 0.000 0.000 0.000 0.000 0.000
RS 0.000 0.000 0.000 0.000 0.000
CL 0.000 0.000 0.000 0.000 0.000
TE 0.000 0.000 0.000 0.000 0.000
N 0.000 0.000 0.000 0.000 0.000
PSI
LOGVTE RS CL TE N
________ ________ ________ ________ ________
LOGVTE 1.000
RS 0.000 0.434
CL 0.000 0.000 1.541
TE 0.000 0.000 0.000 1.162
N 0.000 0.000 0.000 0.000 25.846
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 0
2 285380
POTENTIAL PARAMETER WITH
ITERATION SCALE REDUCTION HIGHEST PSR
100 1.936 6
200 1.315 18
300 1.259 21
400 1.125 4
500 1.068 4
600 1.059 18
700 1.058 18
800 1.094 6
900 1.094 16
1000 1.086 16
1100 1.108 32
1200 1.121 32
1300 1.097 32
1400 1.100 32
1500 1.079 27
1600 1.082 27
1700 1.065 27
1800 1.059 27
1900 1.058 27
2000 1.043 27
2100 1.034 27
2200 1.031 27
2300 1.030 27
2400 1.033 4
2500 1.042 4
2600 1.038 4
2700 1.021 4
2800 1.022 24
2900 1.022 32
3000 1.025 18
3100 1.024 18
3200 1.021 32
3300 1.015 1
3400 1.012 32
3500 1.016 32
3600 1.019 32
3700 1.030 32
3800 1.032 32
3900 1.039 32
4000 1.052 32
4100 1.065 32
4200 1.075 32
4300 1.076 32
4400 1.085 32
4500 1.069 32
4600 1.059 32
4700 1.063 6
4800 1.057 32
4900 1.064 32
5000 1.071 32
SUMMARIES OF PLAUSIBLE VALUES (N = NUMBER OF OBSERVATIONS * NUMBER OF IMPUTATIONS)
SAMPLE STATISTICS
Means
PHICL BETACL PHITE BETATE LOGVCL
________ ________ ________ ________ ________
0.229 -0.205 0.095 -0.108 0.026
Means
LOGVTE B_CL B_TE
________ ________ ________
-0.038 5.020 14.927
Covariances
PHICL BETACL PHITE BETATE LOGVCL
________ ________ ________ ________ ________
PHICL 0.018
BETACL -0.014 0.034
PHITE 0.008 -0.012 0.023
BETATE -0.002 0.003 -0.002 0.013
LOGVCL 0.006 -0.009 0.004 0.000 0.118
LOGVTE -0.002 0.003 -0.002 0.001 0.000
B_CL -0.057 0.087 -0.044 0.018 -0.026
B_TE 0.033 -0.049 0.031 -0.006 0.039
Covariances
LOGVTE B_CL B_TE
________ ________ ________
LOGVTE 0.022
B_CL 0.006 1.560
B_TE -0.013 -0.626 1.214
Correlations
PHICL BETACL PHITE BETATE LOGVCL
________ ________ ________ ________ ________
PHICL 1.000
BETACL -0.566 1.000
PHITE 0.372 -0.414 1.000
BETATE -0.146 0.148 -0.112 1.000
LOGVCL 0.125 -0.145 0.077 -0.002 1.000
LOGVTE -0.079 0.099 -0.094 0.064 0.001
B_CL -0.341 0.378 -0.233 0.123 -0.060
B_TE 0.223 -0.242 0.183 -0.044 0.104
Correlations
LOGVTE B_CL B_TE
________ ________ ________
LOGVTE 1.000
B_CL 0.030 1.000
B_TE -0.079 -0.455 1.000
SUMMARY OF PLAUSIBLE STANDARD DEVIATION (N = NUMBER OF OBSERVATIONS)
SAMPLE STATISTICS
Means
PHICL_SD BETACL_S PHITE_SD BETATE_S LOGVCL_S
________ ________ ________ ________ ________
0.084 0.087 0.107 0.094 0.165
Means
LOGVTE_S B_CL_SD B_TE_SD
________ ________ ________
0.119 0.190 0.159
Covariances
PHICL_SD BETACL_S PHITE_SD BETATE_S LOGVCL_S
________ ________ ________ ________ ________
PHICL_SD 0.000
BETACL_S 0.000 0.000
PHITE_SD 0.000 0.000 0.000
BETATE_S 0.000 0.000 0.000 0.000
LOGVCL_S 0.000 0.000 0.000 0.000 0.001
LOGVTE_S 0.000 0.000 0.000 0.000 0.000
B_CL_SD 0.000 0.000 0.000 0.000 0.000
B_TE_SD 0.000 0.000 0.000 0.000 0.000
Covariances
LOGVTE_S B_CL_SD B_TE_SD
________ ________ ________
LOGVTE_S 0.000
B_CL_SD 0.000 0.007
B_TE_SD 0.000 0.003 0.002
Correlations
PHICL_SD BETACL_S PHITE_SD BETATE_S LOGVCL_S
________ ________ ________ ________ ________
PHICL_SD 1.000
BETACL_S 0.166 1.000
PHITE_SD 0.063 0.069 1.000
BETATE_S 0.254 -0.232 0.006 1.000
LOGVCL_S 0.143 -0.117 -0.011 0.100 1.000
LOGVTE_S -0.070 0.017 -0.065 0.080 -0.162
B_CL_SD -0.180 0.181 0.017 -0.440 0.072
B_TE_SD -0.170 -0.095 -0.022 -0.179 0.154
Correlations
LOGVTE_S B_CL_SD B_TE_SD
________ ________ ________
LOGVTE_S 1.000
B_CL_SD -0.031 1.000
B_TE_SD -0.039 0.813 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: 10:56:39
Ending Time: 11:00:29
Elapsed Time: 00:03:50
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