Mplus VERSION 7
MUTHEN & MUTHEN
09/22/2012  10:46 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of multiple imputation
  		using a two-level factor model
  		with categorical outcomes
  DATA:           FILE = ex11.8.dat;
  VARIABLE:	NAMES are u11 u21 u31 u12 u22 u32 u13 u23 u33 clus;
  		CATEGORICAL = u11-u33;
  		CLUSTER = clus;
  		MISSING = ALL (999);
  ANALYSIS:	TYPE = TWOLEVEL;
  		ESTIMATOR = BAYES;
  		PROCESSORS = 2;
  MODEL:	%WITHIN%
  		f1w BY u11
  		u21 (1)
  		u31 (2);
  		f2w BY u12
  		u22 (1)
  		u32 (2);
  		f3w BY u13
  		u23 (1)
  		u33 (2);
  		%BETWEEN%
  		fb BY u11-u33*1;
  		fb@1;
  DATA IMPUTATION:
  		IMPUTE = u11-u33(c);
                  SAVE = ex11.8imp*.dat;
  OUTPUT:	TECH1 TECH8;



*** WARNING in OUTPUT command
  TECH1 option is the default for multiple imputation.
   1 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS



this is an example of multiple imputation
using a two-level factor model
with categorical outcomes

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        1000

Number of replications
    Requested                                                    5
    Completed                                                    5

Number of dependent variables                                    9
Number of independent variables                                  0
Number of continuous latent variables                            4

Observed dependent variables

  Binary and ordered categorical (ordinal)
   U11         U21         U31         U12         U22         U32
   U13         U23         U33

Continuous latent variables
   F1W         F2W         F3W         FB

Variables with special functions

  Cluster variable      CLUS

Variables used for imputation

  Variables imputed as categorical
   U11         U21         U31         U12         U22         U32
   U13         U23         U33


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
Specifications for Data Imputation
  Number of imputed data sets                                    5
  Iteration intervals for thinning                             100

Input data file(s)
  ex11.8.dat
Input data format  FREE


SUMMARY OF DATA

     Number of clusters                         20



SUMMARY OF MISSING DATA PATTERNS

     Number of missing data patterns            63


     MISSING DATA PATTERNS (x = not missing) FOR WITHIN

           1  2  3  4  5  6  7  8  9 10 11 12 13 14 15 16 17 18 19 20
 U11       x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x
 U21       x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x
 U31       x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x
 U12       x  x  x  x     x  x  x  x  x  x  x  x  x     x  x
 U22       x  x  x     x  x     x     x     x  x           x  x  x  x
 U32       x  x  x  x  x  x        x     x  x  x  x     x     x     x
 U13       x  x  x  x  x        x  x  x        x     x  x  x  x  x
 U23       x  x     x  x  x  x  x  x  x  x  x     x  x           x
 U33       x     x  x  x  x  x  x        x           x  x  x  x  x  x

          21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40
 U11       x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x
 U21       x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x
 U31       x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x
 U12       x     x        x              x           x  x  x  x
 U22       x  x           x  x  x  x  x     x  x  x  x  x  x
 U32       x     x  x  x     x        x        x  x  x           x  x
 U13             x  x  x     x  x  x  x  x  x                    x  x
 U23          x     x  x  x        x  x  x     x  x        x
 U33                   x                 x  x     x  x  x  x        x

          41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
 U11       x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x
 U21       x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x
 U31       x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x  x
 U12          x     x  x     x  x  x  x        x                    x
 U22       x           x              x  x                 x
 U32          x           x              x  x  x              x
 U13             x  x  x        x  x                 x
 U23       x     x        x  x  x                       x     x  x
 U33       x  x     x     x                 x        x  x           x

          61 62 63
 U11       x  x  x
 U21       x  x  x
 U31       x  x  x
 U12
 U22          x
 U32
 U13             x
 U23
 U33       x  x


     MISSING DATA PATTERN FREQUENCIES FOR WITHIN

    Pattern   Frequency     Pattern   Frequency     Pattern   Frequency
          1         256          22           5          43           3
          2          73          23           4          44           5
          3          65          24           6          45           4
          4          57          25          11          46           3
          5          56          26           3          47           1
          6          62          27           6          48           2
          7           8          28           4          49           1
          8          56          29           6          50           1
          9          19          30          16          51           2
         10          19          31          12          52           4
         11          21          32           5          53           2
         12          10          33           5          54           1
         13          21          34          10          55           1
         14           4          35          18          56           1
         15           2          36           4          57           1
         16          14          37          11          58           1
         17          18          38           1          59           1
         18          17          39           4          60           2
         19          13          40           6          61           1
         20          15          41           7          62           1
         21           7          42           4          63           1


COVARIANCE COVERAGE OF DATA

Minimum covariance coverage value   0.100


     PROPORTION OF DATA PRESENT


           Covariance Coverage
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 U11            1.000
 U21            1.000         1.000
 U31            1.000         1.000         1.000
 U12            0.785         0.785         0.785         0.785
 U22            0.797         0.797         0.797         0.628         0.797
 U32            0.799         0.799         0.799         0.637         0.639
 U13            0.783         0.783         0.783         0.626         0.635
 U23            0.760         0.760         0.760         0.614         0.608
 U33            0.766         0.766         0.766         0.613         0.614


           Covariance Coverage
              U32           U13           U23           U33
              ________      ________      ________      ________
 U32            0.799
 U13            0.631         0.783
 U23            0.610         0.607         0.760
 U33            0.619         0.594         0.586         0.766


UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    U11
      Category 1    0.511      511.000
      Category 2    0.489      489.000
    U21
      Category 1    0.460      460.000
      Category 2    0.540      540.000
    U31
      Category 1    0.602      602.000
      Category 2    0.398      398.000
    U12
      Category 1    0.315      247.000
      Category 2    0.685      538.000
    U22
      Category 1    0.228      182.000
      Category 2    0.772      615.000
    U32
      Category 1    0.378      302.000
      Category 2    0.622      497.000
    U13
      Category 1    0.241      189.000
      Category 2    0.759      594.000
    U23
      Category 1    0.167      127.000
      Category 2    0.833      633.000
    U33
      Category 1    0.329      252.000
      Category 2    0.671      514.000



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.



Number of Free Parameters                              35



MODEL RESULTS

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

Within Level

 F1W      BY
    U11                1.000       0.000      0.000       1.000       1.000
    U21                1.192       0.136      0.000       1.006       1.513      *
    U31                0.939       0.092      0.000       0.751       1.100      *

 F2W      BY
    U12                1.000       0.000      0.000       1.000       1.000
    U22                1.192       0.136      0.000       1.006       1.513      *
    U32                0.939       0.092      0.000       0.751       1.100      *

 F3W      BY
    U13                1.000       0.000      0.000       1.000       1.000
    U23                1.192       0.136      0.000       1.006       1.513      *
    U33                0.939       0.092      0.000       0.751       1.100      *

 F2W      WITH
    F1W                0.795       0.122      0.000       0.594       1.076      *

 F3W      WITH
    F1W                0.750       0.138      0.000       0.525       1.055      *
    F2W                1.552       0.232      0.000       1.132       2.035      *

 Variances
    F1W                1.196       0.201      0.000       0.873       1.651      *
    F2W                1.408       0.250      0.000       0.989       1.914      *
    F3W                2.752       0.496      0.000       1.817       3.741      *

Between Level

 FB       BY
    U11                0.748       0.335      0.010       0.123       1.457      *
    U21                0.819       0.422      0.024       0.002       1.697      *
    U31                0.608       0.349      0.031      -0.046       1.357
    U12                1.052       0.488      0.009       0.217       2.209      *
    U22                1.632       0.594      0.001       0.624       3.004      *
    U32                0.614       0.399      0.045      -0.107       1.493
    U13                1.287       0.528      0.004       0.386       2.485      *
    U23                1.531       0.662      0.004       0.404       2.963      *
    U33                1.015       0.465      0.007       0.198       2.083      *

 Thresholds
    U11$1              0.111       0.260      0.315      -0.403       0.650
    U21$1             -0.193       0.344      0.283      -0.854       0.499
    U31$1              0.528       0.276      0.026      -0.009       1.112
    U12$1             -1.039       0.336      0.003      -1.739      -0.361      *
    U22$1             -1.668       0.470      0.001      -2.592      -0.756      *
    U32$1             -0.592       0.289      0.021      -1.168      -0.025      *
    U13$1             -1.589       0.402      0.000      -2.413      -0.833      *
    U23$1             -2.451       0.439      0.000      -3.375      -1.632      *
    U33$1             -0.954       0.353      0.006      -1.654      -0.291      *

 Variances
    FB                 1.000       0.000      0.000       1.000       1.000

 Residual Variances
    U11                0.758       0.436      0.000       0.279       1.991      *
    U21                1.411       0.841      0.000       0.605       3.727      *
    U31                0.875       0.512      0.000       0.339       2.295      *
    U12                1.040       0.748      0.000       0.222       3.174      *
    U22                1.497       0.939      0.000       0.554       4.212      *
    U32                1.093       0.560      0.000       0.498       2.581      *
    U13                1.103       0.714      0.000       0.357       3.129      *
    U23                0.805       0.822      0.000       0.090       3.017      *
    U33                0.887       0.625      0.000       0.294       2.558      *


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR WITHIN


           TAU
              U11$1         U21$1         U31$1         U12$1         U22$1
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           TAU
              U32$1         U13$1         U23$1         U33$1
              ________      ________      ________      ________
 1                  0             0             0             0


           NU
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U32           U13           U23           U33
              ________      ________      ________      ________
 1                  0             0             0             0


           LAMBDA
              F1W           F2W           F3W           FB
              ________      ________      ________      ________
 U11                0             0             0             0
 U21                1             0             0             0
 U31                2             0             0             0
 U12                0             0             0             0
 U22                0             1             0             0
 U32                0             2             0             0
 U13                0             0             0             0
 U23                0             0             1             0
 U33                0             0             2             0


           THETA
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 U11                0
 U21                0             0
 U31                0             0             0
 U12                0             0             0             0
 U22                0             0             0             0             0
 U32                0             0             0             0             0
 U13                0             0             0             0             0
 U23                0             0             0             0             0
 U33                0             0             0             0             0


           THETA
              U32           U13           U23           U33
              ________      ________      ________      ________
 U32                0
 U13                0             0
 U23                0             0             0
 U33                0             0             0             0


           ALPHA
              F1W           F2W           F3W           FB
              ________      ________      ________      ________
 1                  0             0             0             0


           BETA
              F1W           F2W           F3W           FB
              ________      ________      ________      ________
 F1W                0             0             0             0
 F2W                0             0             0             0
 F3W                0             0             0             0
 FB                 0             0             0             0


           PSI
              F1W           F2W           F3W           FB
              ________      ________      ________      ________
 F1W                3
 F2W                4             5
 F3W                6             7             8
 FB                 0             0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN


           TAU
              U11$1         U21$1         U31$1         U12$1         U22$1
              ________      ________      ________      ________      ________
 1                 27            28            29            30            31


           TAU
              U32$1         U13$1         U23$1         U33$1
              ________      ________      ________      ________
 1                 32            33            34            35


           NU
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U32           U13           U23           U33
              ________      ________      ________      ________
 1                  0             0             0             0


           LAMBDA
              F1W           F2W           F3W           FB
              ________      ________      ________      ________
 U11                0             0             0             9
 U21                0             0             0            10
 U31                0             0             0            11
 U12                0             0             0            12
 U22                0             0             0            13
 U32                0             0             0            14
 U13                0             0             0            15
 U23                0             0             0            16
 U33                0             0             0            17


           THETA
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 U11               18
 U21                0            19
 U31                0             0            20
 U12                0             0             0            21
 U22                0             0             0             0            22
 U32                0             0             0             0             0
 U13                0             0             0             0             0
 U23                0             0             0             0             0
 U33                0             0             0             0             0


           THETA
              U32           U13           U23           U33
              ________      ________      ________      ________
 U32               23
 U13                0            24
 U23                0             0            25
 U33                0             0             0            26


           ALPHA
              F1W           F2W           F3W           FB
              ________      ________      ________      ________
 1                  0             0             0             0


           BETA
              F1W           F2W           F3W           FB
              ________      ________      ________      ________
 F1W                0             0             0             0
 F2W                0             0             0             0
 F3W                0             0             0             0
 FB                 0             0             0             0


           PSI
              F1W           F2W           F3W           FB
              ________      ________      ________      ________
 F1W                0
 F2W                0             0
 F3W                0             0             0
 FB                 0             0             0             0


     STARTING VALUES FOR WITHIN


           TAU
              U11$1         U21$1         U31$1         U12$1         U22$1
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           TAU
              U32$1         U13$1         U23$1         U33$1
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           NU
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U32           U13           U23           U33
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           LAMBDA
              F1W           F2W           F3W           FB
              ________      ________      ________      ________
 U11            1.000         0.000         0.000         0.000
 U21            1.000         0.000         0.000         0.000
 U31            1.000         0.000         0.000         0.000
 U12            0.000         1.000         0.000         0.000
 U22            0.000         1.000         0.000         0.000
 U32            0.000         1.000         0.000         0.000
 U13            0.000         0.000         1.000         0.000
 U23            0.000         0.000         1.000         0.000
 U33            0.000         0.000         1.000         0.000


           THETA
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 U11            1.000
 U21            0.000         1.000
 U31            0.000         0.000         1.000
 U12            0.000         0.000         0.000         1.000
 U22            0.000         0.000         0.000         0.000         1.000
 U32            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U33            0.000         0.000         0.000         0.000         0.000


           THETA
              U32           U13           U23           U33
              ________      ________      ________      ________
 U32            1.000
 U13            0.000         1.000
 U23            0.000         0.000         1.000
 U33            0.000         0.000         0.000         1.000


           ALPHA
              F1W           F2W           F3W           FB
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           BETA
              F1W           F2W           F3W           FB
              ________      ________      ________      ________
 F1W            0.000         0.000         0.000         0.000
 F2W            0.000         0.000         0.000         0.000
 F3W            0.000         0.000         0.000         0.000
 FB             0.000         0.000         0.000         0.000


           PSI
              F1W           F2W           F3W           FB
              ________      ________      ________      ________
 F1W            1.000
 F2W            0.000         1.000
 F3W            0.000         0.000         1.000
 FB             0.000         0.000         0.000         0.000


     STARTING VALUES FOR BETWEEN


           TAU
              U11$1         U21$1         U31$1         U12$1         U22$1
              ________      ________      ________      ________      ________
 1              0.024        -0.089         0.230        -0.432        -0.676


           TAU
              U32$1         U13$1         U23$1         U33$1
              ________      ________      ________      ________
 1             -0.277        -0.636        -0.892        -0.396


           NU
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U32           U13           U23           U33
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           LAMBDA
              F1W           F2W           F3W           FB
              ________      ________      ________      ________
 U11            0.000         0.000         0.000         1.000
 U21            0.000         0.000         0.000         1.000
 U31            0.000         0.000         0.000         1.000
 U12            0.000         0.000         0.000         1.000
 U22            0.000         0.000         0.000         1.000
 U32            0.000         0.000         0.000         1.000
 U13            0.000         0.000         0.000         1.000
 U23            0.000         0.000         0.000         1.000
 U33            0.000         0.000         0.000         1.000


           THETA
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 U11            1.000
 U21            0.000         1.000
 U31            0.000         0.000         1.000
 U12            0.000         0.000         0.000         1.000
 U22            0.000         0.000         0.000         0.000         1.000
 U32            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U33            0.000         0.000         0.000         0.000         0.000


           THETA
              U32           U13           U23           U33
              ________      ________      ________      ________
 U32            1.000
 U13            0.000         1.000
 U23            0.000         0.000         1.000
 U33            0.000         0.000         0.000         1.000


           ALPHA
              F1W           F2W           F3W           FB
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           BETA
              F1W           F2W           F3W           FB
              ________      ________      ________      ________
 F1W            0.000         0.000         0.000         0.000
 F2W            0.000         0.000         0.000         0.000
 F3W            0.000         0.000         0.000         0.000
 FB             0.000         0.000         0.000         0.000


           PSI
              F1W           F2W           F3W           FB
              ________      ________      ________      ________
 F1W            0.000
 F2W            0.000         0.000
 F3W            0.000         0.000         0.000
 FB             0.000         0.000         0.000         1.000



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

     Parameter 1~N(0.000,5.000)              0.0000              5.0000              2.2361
     Parameter 2~N(0.000,5.000)              0.0000              5.0000              2.2361
     Parameter 3~IW(1.000,4)               infinity            infinity            infinity
     Parameter 4~IW(0.000,4)               infinity            infinity            infinity
     Parameter 5~IW(1.000,4)               infinity            infinity            infinity
     Parameter 6~IW(0.000,4)               infinity            infinity            infinity
     Parameter 7~IW(0.000,4)               infinity            infinity            infinity
     Parameter 8~IW(1.000,4)               infinity            infinity            infinity
     Parameter 9~N(0.000,5.000)              0.0000              5.0000              2.2361
     Parameter 10~N(0.000,5.000)             0.0000              5.0000              2.2361
     Parameter 11~N(0.000,5.000)             0.0000              5.0000              2.2361
     Parameter 12~N(0.000,5.000)             0.0000              5.0000              2.2361
     Parameter 13~N(0.000,5.000)             0.0000              5.0000              2.2361
     Parameter 14~N(0.000,5.000)             0.0000              5.0000              2.2361
     Parameter 15~N(0.000,5.000)             0.0000              5.0000              2.2361
     Parameter 16~N(0.000,5.000)             0.0000              5.0000              2.2361
     Parameter 17~N(0.000,5.000)             0.0000              5.0000              2.2361
     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
     Parameter 25~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 26~IG(-1.000,0.000)         infinity            infinity            infinity
     Parameter 27~N(0.000,5.000)             0.0000              5.0000              2.2361
     Parameter 28~N(0.000,5.000)             0.0000              5.0000              2.2361
     Parameter 29~N(0.000,5.000)             0.0000              5.0000              2.2361
     Parameter 30~N(0.000,5.000)             0.0000              5.0000              2.2361
     Parameter 31~N(0.000,5.000)             0.0000              5.0000              2.2361
     Parameter 32~N(0.000,5.000)             0.0000              5.0000              2.2361
     Parameter 33~N(0.000,5.000)             0.0000              5.0000              2.2361
     Parameter 34~N(0.000,5.000)             0.0000              5.0000              2.2361
     Parameter 35~N(0.000,5.000)             0.0000              5.0000              2.2361


TECHNICAL 8 OUTPUT

   TECHNICAL 8 OUTPUT FOR BAYES ESTIMATION

     CHAIN    BSEED
     1        0
     2        285380

                     POTENTIAL       PARAMETER WITH
     ITERATION    SCALE REDUCTION      HIGHEST PSR
     100              2.893               2
     200              4.232               1
     300              4.516               2
     400              3.436               3
     500              3.099               3
     600              2.959               1
     700              3.501               1
     800              2.425               8
     900              2.959               8
     1000             3.395               8
     1100             2.957               8
     1200             2.026               2
     1300             1.719               2
     1400             1.355               2
     1500             1.351               2
     1600             1.296               2
     1700             1.296               2
     1800             1.282               1
     1900             1.299               1
     2000             1.289               1
     2100             1.327               1
     2200             1.347               1
     2300             1.327               1
     2400             1.291               1
     2500             1.289               1
     2600             1.289               1
     2700             1.146               1
     2800             1.048               8



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





     Parameter   KS Statistic P-value
     Parameter 1    0.2400    0.0050
     Parameter 31    0.2300    0.0082
     Parameter 3    0.2200    0.0131
     Parameter 16    0.1900    0.0470
     Parameter 24    0.1900    0.0470
     Parameter 7    0.1800    0.0691
     Parameter 8    0.1600    0.1400
     Parameter 19    0.1600    0.1400
     Parameter 9    0.1600    0.1400
     Parameter 5    0.1500    0.1930
     Parameter 18    0.1500    0.1930
     Parameter 34    0.1500    0.1930
     Parameter 32    0.1400    0.2606
     Parameter 2    0.1400    0.2606
     Parameter 35    0.1400    0.2606
     Parameter 30    0.1400    0.2606
     Parameter 33    0.1300    0.3439
     Parameter 17    0.1300    0.3439
     Parameter 15    0.1200    0.4431
     Parameter 22    0.1200    0.4431
     Parameter 23    0.1100    0.5560
     Parameter 28    0.1100    0.5560
     Parameter 12    0.1100    0.5560
     Parameter 13    0.1100    0.5560
     Parameter 26    0.1100    0.5560
     Parameter 25    0.1000    0.6766
     Parameter 6    0.1000    0.6766
     Parameter 10    0.1000    0.6766
     Parameter 14    0.0900    0.7942
     Parameter 27    0.0900    0.7942
     Parameter 20    0.0800    0.8938
     Parameter 21    0.0800    0.8938
     Parameter 4    0.0700    0.9610
     Parameter 11    0.0700    0.9610
     Parameter 29    0.0500    0.9995



     Simulated prior distributions

     Parameter       Prior Mean  Prior Variance  Prior Std. Dev.


     Parameter 1         0.0050          4.9231          2.2188
     Parameter 2         0.0037          4.9991          2.2359
     Parameter 3         2.9645        104.4783         10.2215
     Parameter 4        -0.1764         96.3738          9.8170
     Parameter 5         4.1470        697.1191         26.4030
     Parameter 6         0.2224         69.0397          8.3090
     Parameter 7        -0.9204        398.9022         19.9725
     Parameter 8         3.5855        388.5451         19.7115
     Parameter 9        -0.0395          5.2395          2.2890
     Parameter 10         0.1095          5.4076          2.3254
     Parameter 11         0.0316          4.9704          2.2294
     Parameter 12        -0.1059          4.9900          2.2338
     Parameter 13         0.0194          5.0519          2.2476
     Parameter 14        -0.0873          4.7525          2.1800
     Parameter 15         0.0234          4.9602          2.2272
     Parameter 16        -0.0846          5.0345          2.2438
     Parameter 17        -0.0328          4.8962          2.2127
     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
     Parameter 25 Improper Prior
     Parameter 26 Improper Prior
     Parameter 27        -0.0506          4.9769          2.2309
     Parameter 28         0.0139          5.0036          2.2369
     Parameter 29        -0.0942          4.4533          2.1103
     Parameter 30         0.0202          4.7989          2.1906
     Parameter 31         0.0284          5.1699          2.2737
     Parameter 32         0.0342          4.9647          2.2282
     Parameter 33        -0.0277          5.1642          2.2725
     Parameter 34        -0.1211          4.8914          2.2117
     Parameter 35        -0.0238          4.8717          2.2072


SAVEDATA INFORMATION


  Save file
    ex11.8imp*.dat

  Order of variables

    U11
    U21
    U31
    U12
    U22
    U32
    U13
    U23
    U33
    CLUS

  Save file format           Free

  Save file record length    10000


     Beginning Time:  22:46:17
        Ending Time:  22:46:27
       Elapsed Time:  00:00:10



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