Mplus VERSION 8.8
MUTHEN & MUTHEN
11/27/2022 10:46 AM

OUTPUT SECTIONS


INPUT INSTRUCTIONS

  TITLE: Multilevel DSEM model 5 with TINTERVAL (without any residual covariances)

         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
         - fix the residual covariance of CL and TE to zero (is by default estimated)

  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;             ! which variables to include in the analysis
      BETWEEN = N;                        ! which variable only has between-person variance
      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,
      CL WITH TE@0;                       ! residual covariance fixed to zero (is by default

  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;                        ! which variable only has 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.
      FACTOR = ALL(100);                  ! sample factor scores (for the random effects) per
   9 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS



Multilevel DSEM model 5 with TINTERVAL (without any residual covariances)

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
- fix the residual covariance of CL and TE to zero (is by default estimated)

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                       19563

Number of dependent variables                                    2
Number of independent variables                                  3
Number of continuous latent variables                            6

Observed dependent variables

  Continuous
   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

  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
 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
              CL            TE            N
              ________      ________      ________
 CL             0.511
 TE             0.511         0.511
 N              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

     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                              24

Information Criteria

          Deviance (DIC)                       129921.140
          Estimated Number of Parameters (pD)   19261.361



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       0.017      *

 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                 -0.003       0.002      0.037      -0.007       0.000

 LOGVCL     ON
    N                  0.007       0.004      0.038      -0.001       0.015

 LOGVTE     ON
    N                 -0.002       0.002      0.159      -0.007       0.003

 CL         ON
    N                 -0.087       0.011      0.000      -0.109      -0.065      *

 TE         ON
    N                  0.060       0.011      0.000       0.040       0.081      *

 CL       WITH
    TE                 0.000       0.000      1.000       0.000       0.000

 Intercepts
    CL                 5.011       0.081      0.000       4.850       5.174      *
    TE                14.932       0.073      0.000      14.792      15.083      *
    PHICL              0.239       0.014      0.000       0.211       0.264      *
    BETACL            -0.204       0.013      0.000      -0.230      -0.179      *
    PHITE              0.096       0.018      0.000       0.060       0.129      *
    BETATE            -0.101       0.015      0.000      -0.129      -0.070      *
    LOGVCL             0.018       0.028      0.256      -0.037       0.071
    LOGVTE            -0.037       0.017      0.017      -0.071      -0.003      *

 Residual Variances
    CL                 1.239       0.144      0.000       0.996       1.575      *
    TE                 1.058       0.111      0.000       0.866       1.304      *
    PHICL              0.007       0.004      0.000       0.002       0.016      *
    BETACL             0.013       0.004      0.000       0.007       0.021      *
    PHITE              0.017       0.005      0.000       0.009       0.029      *
    BETATE             0.011       0.003      0.000       0.006       0.019      *
    LOGVCL             0.111       0.016      0.000       0.084       0.146      *
    LOGVTE             0.015       0.006      0.000       0.006       0.030      *


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       0.011      0.000       0.217       0.261      *

 BETACL | CL ON
    TE                -0.179       0.010      0.000      -0.199      -0.162      *

 PHITE | TE ON
    TE&1               0.094       0.015      0.000       0.064       0.123      *

 BETATE | TE ON
    CL&1              -0.111       0.014      0.000      -0.138      -0.084      *

 LOGVCL |
    CL                 0.845       0.007      0.000       0.832       0.859      *

 LOGVTE |
    TE                 0.926       0.006      0.000       0.913       0.938      *

Between Level

 PHICL      ON
    N                  0.614       0.112      0.000       0.405       0.844      *

 BETACL     ON
    N                 -0.672       0.059      0.000      -0.789      -0.558      *

 PHITE      ON
    N                  0.404       0.088      0.000       0.232       0.576      *

 BETATE     ON
    N                 -0.166       0.094      0.037      -0.346       0.015

 LOGVCL     ON
    N                  0.103       0.058      0.038      -0.011       0.216

 LOGVTE     ON
    N                 -0.099       0.101      0.159      -0.297       0.101

 CL         ON
    N                 -0.368       0.045      0.000      -0.448      -0.277      *

 TE         ON
    N                  0.283       0.047      0.000       0.188       0.374      *

 CL       WITH
    TE                 0.000       0.000      1.000       0.000       0.000

 Intercepts
    CL                 4.178       0.235      0.000       3.724       4.648      *
    TE                13.913       0.697      0.000      12.563      15.314      *
    PHICL              2.210       0.407      0.000       1.599       3.191      *
    BETACL            -1.322       0.143      0.000      -1.640      -1.074      *
    PHITE              0.659       0.155      0.000       0.387       0.998      *
    BETATE            -0.937       0.207      0.000      -1.428      -0.595      *
    LOGVCL             0.055       0.083      0.256      -0.108       0.215
    LOGVTE            -0.305       0.152      0.017      -0.626      -0.025      *

 Residual Variances
    CL                 0.865       0.032      0.000       0.799       0.923      *
    TE                 0.920       0.027      0.000       0.860       0.965      *
    PHICL              0.624       0.141      0.000       0.288       0.836      *
    BETACL             0.549       0.080      0.000       0.377       0.688      *
    PHITE              0.836       0.072      0.000       0.667       0.946      *
    BETATE             0.972       0.033      0.000       0.880       1.000      *
    LOGVCL             0.989       0.013      0.000       0.953       1.000      *
    LOGVTE             0.989       0.024      0.000       0.912       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                 0.155       0.007      0.000       0.141       0.168
    TE                 0.074       0.006      0.000       0.062       0.087

Between Level

                                Posterior  One-Tailed         95% C.I.
    Variable        Estimate       S.D.      P-Value   Lower 2.5%  Upper 2.5%

    CL                 0.135       0.032      0.000       0.077       0.201
    TE                 0.080       0.027      0.000       0.035       0.140

                                Posterior  One-Tailed         95% C.I.
    Variable        Estimate       S.D.      P-Value   Lower 2.5%  Upper 2.5%

    PHICL              0.376       0.141      0.000       0.164       0.712
    BETACL             0.451       0.080      0.000       0.311       0.622
    PHITE              0.164       0.072      0.000       0.054       0.332
    BETATE             0.028       0.033      0.000       0.000       0.120
    LOGVCL             0.011       0.013      0.000       0.000       0.047
    LOGVTE             0.011       0.024      0.000       0.000       0.088


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
              CL            TE            N
              ________      ________      ________
                    0             0             0


           LAMBDA
              PHICL         BETACL        PHITE         BETATE        LOGVCL
              ________      ________      ________      ________      ________
 CL                 0             0             0             0             0
 TE                 0             0             0             0             0
 N                  0             0             0             0             0


           LAMBDA
              LOGVTE        CL            TE            N
              ________      ________      ________      ________
 CL                 0             0             0             0
 TE                 0             0             0             0
 N                  0             0             0             0


           THETA
              CL            TE            N
              ________      ________      ________
 CL                 0
 TE                 0             0
 N                  0             0             0


           ALPHA
              PHICL         BETACL        PHITE         BETATE        LOGVCL
              ________      ________      ________      ________      ________
                    1             2             3             4             5


           ALPHA
              LOGVTE        CL            TE            N
              ________      ________      ________      ________
                    6             7             8             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
 CL                 0             0             0             0             0
 TE                 0             0             0             0             0
 N                  0             0             0             0             0


           BETA
              LOGVTE        CL            TE            N
              ________      ________      ________      ________
 PHICL              0             0             0             9
 BETACL             0             0             0            10
 PHITE              0             0             0            11
 BETATE             0             0             0            12
 LOGVCL             0             0             0            13
 LOGVTE             0             0             0            14
 CL                 0             0             0            15
 TE                 0             0             0            16
 N                  0             0             0             0


           PSI
              PHICL         BETACL        PHITE         BETATE        LOGVCL
              ________      ________      ________      ________      ________
 PHICL             17
 BETACL             0            18
 PHITE              0             0            19
 BETATE             0             0             0            20
 LOGVCL             0             0             0             0            21
 LOGVTE             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        CL            TE            N
              ________      ________      ________      ________
 LOGVTE            22
 CL                 0            23
 TE                 0             0            24
 N                  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
              CL            TE            N
              ________      ________      ________
                0.000         0.000         0.000


           LAMBDA
              PHICL         BETACL        PHITE         BETATE        LOGVCL
              ________      ________      ________      ________      ________
 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        CL            TE            N
              ________      ________      ________      ________
 CL             0.000         1.000         0.000         0.000
 TE             0.000         0.000         1.000         0.000
 N              0.000         0.000         0.000         1.000


           THETA
              CL            TE            N
              ________      ________      ________
 CL             0.000
 TE             0.000         0.000
 N              0.000         0.000         0.000


           ALPHA
              PHICL         BETACL        PHITE         BETATE        LOGVCL
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           ALPHA
              LOGVTE        CL            TE            N
              ________      ________      ________      ________
                0.000         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
 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        CL            TE            N
              ________      ________      ________      ________
 PHICL          0.000         0.000         0.000         0.000
 BETACL         0.000         0.000         0.000         0.000
 PHITE          0.000         0.000         0.000         0.000
 BETATE         0.000         0.000         0.000         0.000
 LOGVCL         0.000         0.000         0.000         0.000
 LOGVTE         0.000         0.000         0.000         0.000
 CL             0.000         0.000         0.000         0.000
 TE             0.000         0.000         0.000         0.000
 N              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
 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        CL            TE            N
              ________      ________      ________      ________
 LOGVTE         1.000
 CL             0.000         1.541
 TE             0.000         0.000         1.162
 N              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~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~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 24~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              1.475               4
     200              1.221               2
     300              1.117               2
     400              1.019               3
     500              1.053               3
     600              1.055               22
     700              1.195               22
     800              1.205               22
     900              1.190               22
     1000             1.090               22
     1100             1.055               22
     1200             1.045               22
     1300             1.041               22
     1400             1.042               3
     1500             1.053               22
     1600             1.054               22
     1700             1.025               22
     1800             1.031               3
     1900             1.038               3
     2000             1.046               6
     2100             1.036               22
     2200             1.045               6
     2300             1.048               22
     2400             1.048               22
     2500             1.056               22
     2600             1.039               22
     2700             1.034               22
     2800             1.025               22
     2900             1.016               1
     3000             1.012               22
     3100             1.015               1
     3200             1.016               1
     3300             1.019               1
     3400             1.025               1
     3500             1.026               1
     3600             1.019               1
     3700             1.014               1
     3800             1.013               1
     3900             1.010               1
     4000             1.008               1
     4100             1.008               1
     4200             1.006               3
     4300             1.010               3
     4400             1.012               3
     4500             1.017               3
     4600             1.016               3
     4700             1.011               3
     4800             1.011               3
     4900             1.012               3
     5000             1.015               3


SUMMARIES OF PLAUSIBLE VALUES (N = NUMBER OF OBSERVATIONS * NUMBER OF IMPUTATIONS)


     SAMPLE STATISTICS


           Means
              PHICL         BETACL        PHITE         BETATE        LOGVCL
              ________      ________      ________      ________      ________
                0.241        -0.201         0.098        -0.098         0.017


           Means
              LOGVTE        B_CL          B_TE
              ________      ________      ________
               -0.034         5.017        14.929


           Covariances
              PHICL         BETACL        PHITE         BETATE        LOGVCL
              ________      ________      ________      ________      ________
 PHICL          0.017
 BETACL        -0.014         0.033
 PHITE          0.009        -0.012         0.023
 BETATE        -0.003         0.004        -0.003         0.012
 LOGVCL         0.006        -0.009         0.004         0.000         0.109
 LOGVTE        -0.002         0.003        -0.002         0.001         0.000
 B_CL          -0.062         0.085        -0.051         0.020        -0.028
 B_TE           0.037        -0.047         0.034        -0.007         0.052


           Covariances
              LOGVTE        B_CL          B_TE
              ________      ________      ________
 LOGVTE         0.026
 B_CL          -0.001         1.580
 B_TE          -0.013        -0.631         1.211


           Correlations
              PHICL         BETACL        PHITE         BETATE        LOGVCL
              ________      ________      ________      ________      ________
 PHICL          1.000
 BETACL        -0.594         1.000
 PHITE          0.438        -0.449         1.000
 BETATE        -0.195         0.191        -0.160         1.000
 LOGVCL         0.131        -0.147         0.084         0.001         1.000
 LOGVTE        -0.090         0.096        -0.093         0.073        -0.003
 B_CL          -0.373         0.374        -0.270         0.147        -0.066
 B_TE           0.256        -0.237         0.203        -0.060         0.144


           Correlations
              LOGVTE        B_CL          B_TE
              ________      ________      ________
 LOGVTE         1.000
 B_CL          -0.006         1.000
 B_TE          -0.071        -0.456         1.000


SUMMARY OF PLAUSIBLE STANDARD DEVIATION (N = NUMBER OF OBSERVATIONS)


     SAMPLE STATISTICS


           Means
              PHICL_SD      BETACL_S      PHITE_SD      BETATE_S      LOGVCL_S
              ________      ________      ________      ________      ________
                0.078         0.090         0.104         0.089         0.166


           Means
              LOGVTE_S      B_CL_SD       B_TE_SD
              ________      ________      ________
                0.126         0.191         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         0.009
 B_TE_SD        0.000         0.005         0.003


           Correlations
              PHICL_SD      BETACL_S      PHITE_SD      BETATE_S      LOGVCL_S
              ________      ________      ________      ________      ________
 PHICL_SD       1.000
 BETACL_S       0.027         1.000
 PHITE_SD       0.146         0.170         1.000
 BETATE_S       0.106        -0.362        -0.085         1.000
 LOGVCL_S       0.127         0.032         0.070         0.098         1.000
 LOGVTE_S       0.078         0.067         0.019         0.180         0.221
 B_CL_SD       -0.116         0.254         0.244        -0.470        -0.004
 B_TE_SD       -0.035         0.076         0.215        -0.297         0.056


           Correlations
              LOGVTE_S      B_CL_SD       B_TE_SD
              ________      ________      ________
 LOGVTE_S       1.000
 B_CL_SD       -0.103         1.000
 B_TE_SD       -0.049         0.896         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:  10:46:18
        Ending Time:  10:49:42
       Elapsed Time:  00:03:24



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