Mplus VERSION 7
MUTHEN & MUTHEN
09/22/2012  10:08 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of a two-level MIMIC with
  	continuous factor indicators, random factor loadings,
      two covariates on within, and one covariate on between

  montecarlo:
      names are y1-y4 x1 x2 w;
      nobservations = 1000;
      nreps = 1;
      ncsizes = 3;
      CSIZES = 40(5) 50(10) 20(15);	
      save = ex9.19.dat;
  	WITHIN = x1 x2;
  	BETWEEN = w;

  ANALYSIS:	TYPE = TWOLEVEL RANDOM;
      estimator = bayes;
      proc = 2;

  MODEL POPULATION:

  	%WITHIN%
  	x1-x2@1;
  	s1-s4 | f by y1-y4;
      [f@0]; f@1;
      f ON x1*.8 x2*.4;
  	y1-y4*1;

  	%BETWEEN%
  	w@1;
      f*.4;
      [f@0];
  	y1-y4*.5;
      [y1-y4*.5];
      s1-s4*.3;
      [s1-s4*1];
      f ON w*.6;


  MODEL:
  	%WITHIN%
  !	x1-x2@1;
  	s1-s4 | f by y1-y4;
      [f@0]; f@1;
      f ON x1*.8 x2*.4;
  	y1-y4*1;

  	%BETWEEN%
  !	w@1;
      f*.4;
      [f@0];
  	y1-y4*.5;
      [y1-y4*.5];
      s1-s4*.3;
      [s1-s4*1];
      f ON w*.6;

  output:
  	tech8 tech9;



INPUT READING TERMINATED NORMALLY



this is an example of a two-level MIMIC with
continuous factor indicators, random factor loadings,
two covariates on within, and one covariate on between

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        1000

Number of replications
    Requested                                                    1
    Completed                                                    1
Value of seed                                                    0

Number of dependent variables                                    4
Number of independent variables                                  3
Number of continuous latent variables                            5

Observed dependent variables

  Continuous
   Y1          Y2          Y3          Y4

Observed independent variables
   X1          X2          W

Continuous latent variables
   F           S1          S2          S3          S4

Variables with special functions

  Within variables
   X1          X2

  Between variables
   W


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
  Treatment of categorical mediator                         LATENT
  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


SUMMARY OF DATA FOR THE FIRST REPLICATION

     Cluster information

       Size (s)    Number of clusters of Size s

          5            40
         10            50
         15            20





MODEL FIT INFORMATION

Number of Free Parameters                       24



MODEL RESULTS

                           ESTIMATES              S. E.     M. S. E.  95%  % Sig
              Population   Average   Std. Dev.   Average             Cover Coeff
Within Level

 F          ON
  X1               0.800     0.8303     0.0000     0.0413     0.0009 1.000 1.000
  X2               0.400     0.3820     0.0000     0.0388     0.0003 1.000 1.000

 Intercepts
  F                0.000     0.0000     0.0000     0.0000     0.0000 1.000 0.000

 Residual Variances
  Y1               1.000     0.9892     0.0000     0.0675     0.0001 1.000 1.000
  Y2               1.000     1.1517     0.0000     0.0725     0.0230 0.000 1.000
  Y3               1.000     0.9224     0.0000     0.0638     0.0060 1.000 1.000
  Y4               1.000     0.9606     0.0000     0.0609     0.0016 1.000 1.000
  F                1.000     1.0000     0.0000     0.0000     0.0000 1.000 0.000

Between Level

 F          ON
  W                0.600     0.5833     0.0000     0.0762     0.0003 1.000 1.000

 Means
  Y1               0.500     0.4690     0.0000     0.0943     0.0010 1.000 1.000
  Y2               0.500     0.4082     0.0000     0.1058     0.0084 1.000 1.000
  Y3               0.500     0.3860     0.0000     0.0997     0.0130 1.000 1.000
  Y4               0.500     0.3964     0.0000     0.0952     0.0107 1.000 1.000
  S1               1.000     1.0796     0.0000     0.0654     0.0063 1.000 1.000
  S2               1.000     0.9672     0.0000     0.0636     0.0011 1.000 1.000
  S3               1.000     1.0455     0.0000     0.0670     0.0021 1.000 1.000
  S4               1.000     1.0539     0.0000     0.0785     0.0029 1.000 1.000

 Intercepts
  F                0.000     0.0000     0.0000     0.0000     0.0000 1.000 0.000

 Variances
  Y1               0.500     0.5055     0.0000     0.1350     0.0000 1.000 1.000
  Y2               0.500     0.7344     0.0000     0.1446     0.0549 0.000 1.000
  Y3               0.500     0.5176     0.0000     0.1249     0.0003 1.000 1.000
  Y4               0.500     0.4941     0.0000     0.1308     0.0000 1.000 1.000
  S1               0.300     0.2780     0.0000     0.0585     0.0005 1.000 1.000
  S2               0.300     0.2139     0.0000     0.0543     0.0074 1.000 1.000
  S3               0.300     0.3011     0.0000     0.0583     0.0000 1.000 1.000
  S4               0.300     0.4806     0.0000     0.0949     0.0326 0.000 1.000

 Residual Variances
  F                0.400     0.3435     0.0000     0.1017     0.0032 1.000 1.000


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR WITHIN


           NU
              Y1            Y2            Y3            Y4            X1
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              X2            W
              ________      ________
 1                  0             0


           LAMBDA
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 Y1                 0             0             0             0             0
 Y2                 0             0             0             0             0
 Y3                 0             0             0             0             0
 Y4                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           LAMBDA
              S4            X1            X2            W
              ________      ________      ________      ________
 Y1                 0             0             0             0
 Y2                 0             0             0             0
 Y3                 0             0             0             0
 Y4                 0             0             0             0
 X1                 0             0             0             0
 X2                 0             0             0             0
 W                  0             0             0             0


           THETA
              Y1            Y2            Y3            Y4            X1
              ________      ________      ________      ________      ________
 Y1                 1
 Y2                 0             2
 Y3                 0             0             3
 Y4                 0             0             0             4
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              X2            W
              ________      ________
 X2                 0
 W                  0             0


           ALPHA
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           ALPHA
              S4            X1            X2            W
              ________      ________      ________      ________
 1                  0             0             0             0


           BETA
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 F%W                0             0             0             0             0
 F%B                0             0             0             0             0
 S1                 0             0             0             0             0
 S2                 0             0             0             0             0
 S3                 0             0             0             0             0
 S4                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           BETA
              S4            X1            X2            W
              ________      ________      ________      ________
 F%W                0             5             6             0
 F%B                0             0             0             0
 S1                 0             0             0             0
 S2                 0             0             0             0
 S3                 0             0             0             0
 S4                 0             0             0             0
 X1                 0             0             0             0
 X2                 0             0             0             0
 W                  0             0             0             0


           PSI
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 F%W                0
 F%B                0             0
 S1                 0             0             0
 S2                 0             0             0             0
 S3                 0             0             0             0             0
 S4                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              S4            X1            X2            W
              ________      ________      ________      ________
 S4                 0
 X1                 0             0
 X2                 0             0             0
 W                  0             0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN


           NU
              Y1            Y2            Y3            Y4            X1
              ________      ________      ________      ________      ________
 1                  7             8             9            10             0


           NU
              X2            W
              ________      ________
 1                  0             0


           LAMBDA
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 Y1                 0             0             0             0             0
 Y2                 0             0             0             0             0
 Y3                 0             0             0             0             0
 Y4                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           LAMBDA
              S4            X1            X2            W
              ________      ________      ________      ________
 Y1                 0             0             0             0
 Y2                 0             0             0             0
 Y3                 0             0             0             0
 Y4                 0             0             0             0
 X1                 0             0             0             0
 X2                 0             0             0             0
 W                  0             0             0             0


           THETA
              Y1            Y2            Y3            Y4            X1
              ________      ________      ________      ________      ________
 Y1                11
 Y2                 0            12
 Y3                 0             0            13
 Y4                 0             0             0            14
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              X2            W
              ________      ________
 X2                 0
 W                  0             0


           ALPHA
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 1                  0             0            15            16            17


           ALPHA
              S4            X1            X2            W
              ________      ________      ________      ________
 1                 18             0             0             0


           BETA
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 F%W                0             0             0             0             0
 F%B                0             0             0             0             0
 S1                 0             0             0             0             0
 S2                 0             0             0             0             0
 S3                 0             0             0             0             0
 S4                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           BETA
              S4            X1            X2            W
              ________      ________      ________      ________
 F%W                0             0             0             0
 F%B                0             0             0            19
 S1                 0             0             0             0
 S2                 0             0             0             0
 S3                 0             0             0             0
 S4                 0             0             0             0
 X1                 0             0             0             0
 X2                 0             0             0             0
 W                  0             0             0             0


           PSI
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 F%W                0
 F%B                0            20
 S1                 0             0            21
 S2                 0             0             0            22
 S3                 0             0             0             0            23
 S4                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              S4            X1            X2            W
              ________      ________      ________      ________
 S4                24
 X1                 0             0
 X2                 0             0             0
 W                  0             0             0             0


     STARTING VALUES FOR WITHIN


           NU
              Y1            Y2            Y3            Y4            X1
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              X2            W
              ________      ________
 1              0.000         0.000


           LAMBDA
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 Y1             0.000         0.000         0.000         0.000         0.000
 Y2             0.000         0.000         0.000         0.000         0.000
 Y3             0.000         0.000         0.000         0.000         0.000
 Y4             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              S4            X1            X2            W
              ________      ________      ________      ________
 Y1             0.000         0.000         0.000         0.000
 Y2             0.000         0.000         0.000         0.000
 Y3             0.000         0.000         0.000         0.000
 Y4             0.000         0.000         0.000         0.000
 X1             0.000         1.000         0.000         0.000
 X2             0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         1.000


           THETA
              Y1            Y2            Y3            Y4            X1
              ________      ________      ________      ________      ________
 Y1             1.000
 Y2             0.000         1.000
 Y3             0.000         0.000         1.000
 Y4             0.000         0.000         0.000         1.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              X2            W
              ________      ________
 X2             0.000
 W              0.000         0.000


           ALPHA
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           ALPHA
              S4            X1            X2            W
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           BETA
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 F%W            0.000         0.000         0.000         0.000         0.000
 F%B            0.000         0.000         0.000         0.000         0.000
 S1             0.000         0.000         0.000         0.000         0.000
 S2             0.000         0.000         0.000         0.000         0.000
 S3             0.000         0.000         0.000         0.000         0.000
 S4             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           BETA
              S4            X1            X2            W
              ________      ________      ________      ________
 F%W            0.000         0.800         0.400         0.000
 F%B            0.000         0.000         0.000         0.000
 S1             0.000         0.000         0.000         0.000
 S2             0.000         0.000         0.000         0.000
 S3             0.000         0.000         0.000         0.000
 S4             0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000


           PSI
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 F%W            1.000
 F%B            0.000         0.000
 S1             0.000         0.000         0.000
 S2             0.000         0.000         0.000         0.000
 S3             0.000         0.000         0.000         0.000         0.000
 S4             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              S4            X1            X2            W
              ________      ________      ________      ________
 S4             0.000
 X1             0.000         0.500
 X2             0.000         0.000         0.500
 W              0.000         0.000         0.000         0.000


     STARTING VALUES FOR BETWEEN


           NU
              Y1            Y2            Y3            Y4            X1
              ________      ________      ________      ________      ________
 1              0.500         0.500         0.500         0.500         0.000


           NU
              X2            W
              ________      ________
 1              0.000         0.000


           LAMBDA
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 Y1             0.000         0.000         0.000         0.000         0.000
 Y2             0.000         0.000         0.000         0.000         0.000
 Y3             0.000         0.000         0.000         0.000         0.000
 Y4             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              S4            X1            X2            W
              ________      ________      ________      ________
 Y1             0.000         0.000         0.000         0.000
 Y2             0.000         0.000         0.000         0.000
 Y3             0.000         0.000         0.000         0.000
 Y4             0.000         0.000         0.000         0.000
 X1             0.000         1.000         0.000         0.000
 X2             0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         1.000


           THETA
              Y1            Y2            Y3            Y4            X1
              ________      ________      ________      ________      ________
 Y1             0.500
 Y2             0.000         0.500
 Y3             0.000         0.000         0.500
 Y4             0.000         0.000         0.000         0.500
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              X2            W
              ________      ________
 X2             0.000
 W              0.000         0.000


           ALPHA
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 1              0.000         0.000         1.000         1.000         1.000


           ALPHA
              S4            X1            X2            W
              ________      ________      ________      ________
 1              1.000         0.000         0.000         0.000


           BETA
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 F%W            0.000         0.000         0.000         0.000         0.000
 F%B            0.000         0.000         0.000         0.000         0.000
 S1             0.000         0.000         0.000         0.000         0.000
 S2             0.000         0.000         0.000         0.000         0.000
 S3             0.000         0.000         0.000         0.000         0.000
 S4             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           BETA
              S4            X1            X2            W
              ________      ________      ________      ________
 F%W            0.000         0.000         0.000         0.000
 F%B            0.000         0.000         0.000         0.600
 S1             0.000         0.000         0.000         0.000
 S2             0.000         0.000         0.000         0.000
 S3             0.000         0.000         0.000         0.000
 S4             0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000


           PSI
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 F%W            0.000
 F%B            0.000         0.400
 S1             0.000         0.000         0.300
 S2             0.000         0.000         0.000         0.300
 S3             0.000         0.000         0.000         0.000         0.300
 S4             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              S4            X1            X2            W
              ________      ________      ________      ________
 S4             0.300
 X1             0.000         0.000
 X2             0.000         0.000         0.000
 W              0.000         0.000         0.000         0.500


     POPULATION VALUES FOR WITHIN


           NU
              Y1            Y2            Y3            Y4            X1
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              X2            W
              ________      ________
 1              0.000         0.000


           LAMBDA
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 Y1             0.000         0.000         0.000         0.000         0.000
 Y2             0.000         0.000         0.000         0.000         0.000
 Y3             0.000         0.000         0.000         0.000         0.000
 Y4             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              S4            X1            X2            W
              ________      ________      ________      ________
 Y1             0.000         0.000         0.000         0.000
 Y2             0.000         0.000         0.000         0.000
 Y3             0.000         0.000         0.000         0.000
 Y4             0.000         0.000         0.000         0.000
 X1             0.000         1.000         0.000         0.000
 X2             0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         1.000


           THETA
              Y1            Y2            Y3            Y4            X1
              ________      ________      ________      ________      ________
 Y1             1.000
 Y2             0.000         1.000
 Y3             0.000         0.000         1.000
 Y4             0.000         0.000         0.000         1.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              X2            W
              ________      ________
 X2             0.000
 W              0.000         0.000


           ALPHA
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           ALPHA
              S4            X1            X2            W
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           BETA
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 F%W            0.000         0.000         0.000         0.000         0.000
 F%B            0.000         0.000         0.000         0.000         0.000
 S1             0.000         0.000         0.000         0.000         0.000
 S2             0.000         0.000         0.000         0.000         0.000
 S3             0.000         0.000         0.000         0.000         0.000
 S4             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           BETA
              S4            X1            X2            W
              ________      ________      ________      ________
 F%W            0.000         0.800         0.400         0.000
 F%B            0.000         0.000         0.000         0.000
 S1             0.000         0.000         0.000         0.000
 S2             0.000         0.000         0.000         0.000
 S3             0.000         0.000         0.000         0.000
 S4             0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000


           PSI
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 F%W            1.000
 F%B            0.000         0.000
 S1             0.000         0.000         0.000
 S2             0.000         0.000         0.000         0.000
 S3             0.000         0.000         0.000         0.000         0.000
 S4             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              S4            X1            X2            W
              ________      ________      ________      ________
 S4             0.000
 X1             0.000         1.000
 X2             0.000         0.000         1.000
 W              0.000         0.000         0.000         0.000


     POPULATION VALUES FOR BETWEEN


           NU
              Y1            Y2            Y3            Y4            X1
              ________      ________      ________      ________      ________
 1              0.500         0.500         0.500         0.500         0.000


           NU
              X2            W
              ________      ________
 1              0.000         0.000


           LAMBDA
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 Y1             0.000         0.000         0.000         0.000         0.000
 Y2             0.000         0.000         0.000         0.000         0.000
 Y3             0.000         0.000         0.000         0.000         0.000
 Y4             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              S4            X1            X2            W
              ________      ________      ________      ________
 Y1             0.000         0.000         0.000         0.000
 Y2             0.000         0.000         0.000         0.000
 Y3             0.000         0.000         0.000         0.000
 Y4             0.000         0.000         0.000         0.000
 X1             0.000         1.000         0.000         0.000
 X2             0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         1.000


           THETA
              Y1            Y2            Y3            Y4            X1
              ________      ________      ________      ________      ________
 Y1             0.500
 Y2             0.000         0.500
 Y3             0.000         0.000         0.500
 Y4             0.000         0.000         0.000         0.500
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              X2            W
              ________      ________
 X2             0.000
 W              0.000         0.000


           ALPHA
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 1              0.000         0.000         1.000         1.000         1.000


           ALPHA
              S4            X1            X2            W
              ________      ________      ________      ________
 1              1.000         0.000         0.000         0.000


           BETA
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 F%W            0.000         0.000         0.000         0.000         0.000
 F%B            0.000         0.000         0.000         0.000         0.000
 S1             0.000         0.000         0.000         0.000         0.000
 S2             0.000         0.000         0.000         0.000         0.000
 S3             0.000         0.000         0.000         0.000         0.000
 S4             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           BETA
              S4            X1            X2            W
              ________      ________      ________      ________
 F%W            0.000         0.000         0.000         0.000
 F%B            0.000         0.000         0.000         0.600
 S1             0.000         0.000         0.000         0.000
 S2             0.000         0.000         0.000         0.000
 S3             0.000         0.000         0.000         0.000
 S4             0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000


           PSI
              F%W           F%B           S1            S2            S3
              ________      ________      ________      ________      ________
 F%W            0.000
 F%B            0.000         0.400
 S1             0.000         0.000         0.300
 S2             0.000         0.000         0.000         0.300
 S3             0.000         0.000         0.000         0.000         0.300
 S4             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              S4            X1            X2            W
              ________      ________      ________      ________
 S4             0.300
 X1             0.000         0.000
 X2             0.000         0.000         0.000
 W              0.000         0.000         0.000         1.000



     PRIORS FOR ALL PARAMETERS            PRIOR MEAN      PRIOR VARIANCE     PRIOR STD. DEV.

     Parameter 1~IG(-1.000,0.000)          infinity            infinity            infinity
     Parameter 2~IG(-1.000,0.000)          infinity            infinity            infinity
     Parameter 3~IG(-1.000,0.000)          infinity            infinity            infinity
     Parameter 4~IG(-1.000,0.000)          infinity            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~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 12~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 13~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 14~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 15~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 16~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 17~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 18~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 19~N(0.000,infinity)          0.0000            infinity            infinity
     Parameter 20~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 21~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 22~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 23~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 24~IG(-1.000,0.000)         infinity            infinity            infinity


TECHNICAL 8 OUTPUT

   TECHNICAL 8 OUTPUT FOR BAYES ESTIMATION

     CHAIN    BSEED
     1        0
     2        285380

     REPLICATION 1:


                     POTENTIAL       PARAMETER WITH
     ITERATION    SCALE REDUCTION      HIGHEST PSR
     100              1.172               5
     200              1.247               20
     300              1.136               11
     400              1.149               20
     500              1.101               20
     600              1.044               7



     Kolmogorov-Smirnov comparing posterior distributions across chains 1 and 2 using 100 draws.





     Parameter   KS Statistic P-value
     Parameter 20    0.2000    0.0314
     Parameter 6    0.1800    0.0691
     Parameter 7    0.1800    0.0691
     Parameter 21    0.1700    0.0994
     Parameter 15    0.1600    0.1400
     Parameter 18    0.1500    0.1930
     Parameter 11    0.1500    0.1930
     Parameter 16    0.1400    0.2606
     Parameter 17    0.1400    0.2606
     Parameter 13    0.1400    0.2606
     Parameter 9    0.1200    0.4431
     Parameter 14    0.1200    0.4431
     Parameter 10    0.1100    0.5560
     Parameter 12    0.1100    0.5560
     Parameter 8    0.1100    0.5560
     Parameter 23    0.1000    0.6766
     Parameter 5    0.1000    0.6766
     Parameter 2    0.0900    0.7942
     Parameter 3    0.0800    0.8938
     Parameter 1    0.0700    0.9610
     Parameter 24    0.0700    0.9610
     Parameter 4    0.0700    0.9610
     Parameter 19    0.0700    0.9610
     Parameter 22    0.0500    0.9995



     Simulated prior distributions

     Parameter       Prior Mean  Prior Variance  Prior Std. Dev.


     Parameter 1 Improper Prior
     Parameter 2 Improper Prior
     Parameter 3 Improper Prior
     Parameter 4 Improper Prior
     Parameter 5 Improper Prior
     Parameter 6 Improper Prior
     Parameter 7 Improper Prior
     Parameter 8 Improper Prior
     Parameter 9 Improper Prior
     Parameter 10 Improper Prior
     Parameter 11 Improper Prior
     Parameter 12 Improper Prior
     Parameter 13 Improper Prior
     Parameter 14 Improper Prior
     Parameter 15 Improper Prior
     Parameter 16 Improper Prior
     Parameter 17 Improper Prior
     Parameter 18 Improper Prior
     Parameter 19 Improper Prior
     Parameter 20 Improper Prior
     Parameter 21 Improper Prior
     Parameter 22 Improper Prior
     Parameter 23 Improper Prior
     Parameter 24 Improper Prior


TECHNICAL 9 OUTPUT

  Error messages for each replication (if any)



SAVEDATA INFORMATION

  Order of variables

    Y1
    Y2
    Y3
    Y4
    X1
    X2
    W
    CLUSTER

  Save file
    ex9.19.dat

  Save file format           Free
  Save file record length    10000


     Beginning Time:  22:08:04
        Ending Time:  22:08:06
       Elapsed Time:  00:00:02



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