Mplus VERSION 7.3
MUTHEN & MUTHEN
09/22/2014   5:42 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of multiple imputation of
  		plausible values generated from a multiple
  		indicator linear growth model for categorical
  		outcomes using Bayesian estimation
  DATA:           FILE = ex11.7.dat;
  VARIABLE:	NAMES = u11 u21 u31 u12 u22 u32 u13 u23 u33;
  		CATEGORICAL = u11-u33;
  ANALYSIS:	ESTIMATOR = BAYES;
  		PROCESSORS = 2;
  MODEL:	f1 BY	u11
  		u21-u31 (1-2);
  		f2 BY 	u12
  		u22-u32 (1-2);
  		f3 BY 	u13
  		u23-u33 (1-2);
  		[u11$1 u12$1 u13$1] (3);
  		[u21$1 u22$1 u23$1] (4);
  		[u31$1 u32$1 u33$1] (5);
  		i s | f1@0 f2@1 f3@2;
  DATA IMPUTATION:	
  		NDATASETS = 20;
                  SAVE = ex11.7imp*.dat;
  OUTPUT:	TECH1 TECH8;
  SAVEDATA:       FILE = ex11.7plaus.dat;
  	SAVE = FSCORES(20) LRESPONSES;



*** 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 of
plausible values generated from a multiple
indicator linear growth model for categorical
outcomes using Bayesian estimation

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                         500

Number of replications
    Requested                                                   20
    Completed                                                   20

Number of dependent variables                                    9
Number of independent variables                                  0
Number of continuous latent variables                            5

Observed dependent variables

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

Continuous latent variables
   F1          F2          F3          I           S


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                                   20
  Iteration intervals for thinning                             100

Input data file(s)
  ex11.7.dat
Input data format  FREE


UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    U11
      Category 1    0.310      155.000
      Category 2    0.690      345.000
    U21
      Category 1    0.502      251.000
      Category 2    0.498      249.000
    U31
      Category 1    0.642      321.000
      Category 2    0.358      179.000
    U12
      Category 1    0.124       62.000
      Category 2    0.876      438.000
    U22
      Category 1    0.218      109.000
      Category 2    0.782      391.000
    U32
      Category 1    0.312      156.000
      Category 2    0.688      344.000
    U13
      Category 1    0.028       14.000
      Category 2    0.972      486.000
    U23
      Category 1    0.072       36.000
      Category 2    0.928      464.000
    U33
      Category 1    0.130       65.000
      Category 2    0.870      435.000



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.



MODEL FIT INFORMATION

Number of Free Parameters                              12

Bayesian Posterior Predictive Checking using Chi-Square

          95% Confidence Interval for the Difference Between
          the Observed and the Replicated Chi-Square Values

                                -27.846            29.682

          Posterior Predictive P-Value              0.493



MODEL RESULTS

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

 I        |
    F1                 1.000       0.000      0.000       1.000       1.000
    F2                 1.000       0.000      0.000       1.000       1.000
    F3                 1.000       0.000      0.000       1.000       1.000

 S        |
    F1                 0.000       0.000      1.000       0.000       0.000
    F2                 1.000       0.000      0.000       1.000       1.000
    F3                 2.000       0.000      0.000       2.000       2.000

 F1       BY
    U11                1.000       0.000      0.000       1.000       1.000
    U21                1.081       0.120      0.000       0.859       1.340      *
    U31                1.147       0.138      0.000       0.911       1.423      *

 F2       BY
    U12                1.000       0.000      0.000       1.000       1.000
    U22                1.081       0.120      0.000       0.859       1.340      *
    U32                1.147       0.138      0.000       0.911       1.423      *

 F3       BY
    U13                1.000       0.000      0.000       1.000       1.000
    U23                1.081       0.120      0.000       0.859       1.340      *
    U33                1.147       0.138      0.000       0.911       1.423      *

 S        WITH
    I                 -0.121       0.074      0.004      -0.301      -0.015      *

 Means
    I                  0.000       0.000      1.000       0.000       0.000
    S                  0.930       0.061      0.000       0.822       1.058      *

 Intercepts
    F1                 0.000       0.000      1.000       0.000       0.000
    F2                 0.000       0.000      1.000       0.000       0.000
    F3                 0.000       0.000      1.000       0.000       0.000

 Thresholds
    U11$1             -0.661       0.067      0.000      -0.799      -0.534      *
    U21$1             -0.017       0.071      0.400      -0.149       0.130
    U31$1              0.488       0.093      0.000       0.320       0.676      *
    U12$1             -0.661       0.067      0.000      -0.799      -0.534      *
    U22$1             -0.017       0.071      0.400      -0.149       0.130
    U32$1              0.488       0.093      0.000       0.320       0.676      *
    U13$1             -0.661       0.067      0.000      -0.799      -0.534      *
    U23$1             -0.017       0.071      0.400      -0.149       0.130
    U33$1              0.488       0.093      0.000       0.320       0.676      *

 Variances
    I                  0.535       0.144      0.000       0.298       0.839      *
    S                  0.076       0.051      0.000       0.026       0.216      *

 Residual Variances
    F1                 0.496       0.182      0.000       0.178       0.912      *
    F2                 0.391       0.114      0.000       0.196       0.658      *
    F3                 0.438       0.199      0.000       0.054       0.792      *


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION


           TAU
              U11$1         U21$1         U31$1         U12$1         U22$1
              ________      ________      ________      ________      ________
 1                 10            11            12            10            11


           TAU
              U32$1         U13$1         U23$1         U33$1
              ________      ________      ________      ________
 1                 12            10            11            12


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


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


           LAMBDA
              F1            F2            F3            I             S
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U21                1             0             0             0             0
 U31                2             0             0             0             0
 U12                0             0             0             0             0
 U22                0             1             0             0             0
 U32                0             2             0             0             0
 U13                0             0             0             0             0
 U23                0             0             1             0             0
 U33                0             0             2             0             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
              F1            F2            F3            I             S
              ________      ________      ________      ________      ________
 1                  0             0             0             0             3


           BETA
              F1            F2            F3            I             S
              ________      ________      ________      ________      ________
 F1                 0             0             0             0             0
 F2                 0             0             0             0             0
 F3                 0             0             0             0             0
 I                  0             0             0             0             0
 S                  0             0             0             0             0


           PSI
              F1            F2            F3            I             S
              ________      ________      ________      ________      ________
 F1                 4
 F2                 0             5
 F3                 0             0             6
 I                  0             0             0             7
 S                  0             0             0             8             9


     STARTING VALUES


           TAU
              U11$1         U21$1         U31$1         U12$1         U22$1
              ________      ________      ________      ________      ________
 1             -1.167        -0.708        -0.390        -1.167        -0.708


           TAU
              U32$1         U13$1         U23$1         U33$1
              ________      ________      ________      ________
 1             -0.390        -1.167        -0.708        -0.390


           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
              F1            F2            F3            I             S
              ________      ________      ________      ________      ________
 U11            1.000         0.000         0.000         0.000         0.000
 U21            1.000         0.000         0.000         0.000         0.000
 U31            1.000         0.000         0.000         0.000         0.000
 U12            0.000         1.000         0.000         0.000         0.000
 U22            0.000         1.000         0.000         0.000         0.000
 U32            0.000         1.000         0.000         0.000         0.000
 U13            0.000         0.000         1.000         0.000         0.000
 U23            0.000         0.000         1.000         0.000         0.000
 U33            0.000         0.000         1.000         0.000         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
              F1            F2            F3            I             S
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           BETA
              F1            F2            F3            I             S
              ________      ________      ________      ________      ________
 F1             0.000         0.000         0.000         1.000         0.000
 F2             0.000         0.000         0.000         1.000         1.000
 F3             0.000         0.000         0.000         1.000         2.000
 I              0.000         0.000         0.000         0.000         0.000
 S              0.000         0.000         0.000         0.000         0.000


           PSI
              F1            F2            F3            I             S
              ________      ________      ________      ________      ________
 F1             1.000
 F2             0.000         1.000
 F3             0.000         0.000         1.000
 I              0.000         0.000         0.000         1.000
 S              0.000         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~N(0.000,infinity)           0.0000            infinity            infinity
     Parameter 4~IG(-1.000,0.000)          infinity            infinity            infinity
     Parameter 5~IG(-1.000,0.000)          infinity            infinity            infinity
     Parameter 6~IG(-1.000,0.000)          infinity            infinity            infinity
     Parameter 7~IW(0.000,-3)              infinity            infinity            infinity
     Parameter 8~IW(0.000,-3)              infinity            infinity            infinity
     Parameter 9~IW(0.000,-3)              infinity            infinity            infinity
     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


TECHNICAL 8 OUTPUT



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





     Parameter   KS Statistic P-value
     Parameter 6    0.3300    0.0000

     THE KOLMOGOROV-SMIRNOV DISTRIBUTION TEST FOR PARAMETER 6 HAS A P-VALUE 0.0000,
     INDICATING DISCREPANT POSTERIOR DISTRIBUTIONS IN THE DIFFERENT MCMC CHAINS.
     THIS MAY INDICATE NON-CONVERGENCE DUE TO AN INSUFFICIENT NUMBER OF MCMC ITERATIONS OR IT MAY
     INDICATE A NON-IDENTIFIED MODEL. SPECIFY A LARGER NUMBER OF MCMC ITERATIONS USING THE FBITER
     OPTION OF THE ANALYSIS COMMAND TO INVESTIGATE THE PROBLEM.

     Parameter 1    0.2600    0.0018
     Parameter 7    0.2100    0.0205
     Parameter 4    0.2000    0.0314
     Parameter 8    0.2000    0.0314
     Parameter 10    0.1500    0.1930
     Parameter 9    0.1200    0.4431
     Parameter 5    0.1100    0.5560
     Parameter 11    0.1000    0.6766
     Parameter 2    0.0700    0.9610
     Parameter 12    0.0500    0.9995
     Parameter 3    0.0500    0.9995



     Simulated prior distributions

     Parameter       Prior Mean  Prior Variance  Prior Std. Dev.


     Parameter 1        -0.0363          4.9630          2.2278
     Parameter 2         0.0002          5.0431          2.2457
     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        -0.0118          5.1335          2.2657
     Parameter 11        -0.0846          4.6815          2.1637
     Parameter 12         0.0690          5.0250          2.2417


   TECHNICAL 8 OUTPUT FOR BAYES ESTIMATION

     CHAIN    BSEED
     1        0
     2        285380

                     POTENTIAL       PARAMETER WITH
     ITERATION    SCALE REDUCTION      HIGHEST PSR
     100              2.764               2
     200              3.037               3
     300              2.611               1
     400              2.371               3
     500              2.673               3
     600              2.399               3
     700              2.296               3
     800              1.797               3
     900              1.874               3
     1000             1.933               3
     1100             2.268               3
     1200             2.224               3
     1300             1.821               3
     1400             1.482               3
     1500             1.573               3
     1600             1.708               3
     1700             1.731               3
     1800             1.648               3
     1900             1.491               3
     2000             1.263               3
     2100             1.187               3
     2200             1.160               3
     2300             1.111               6
     2400             1.095               9
     2500             1.102               6
     2600             1.121               6
     2700             1.118               6
     2800             1.097               6
     2900             1.078               6


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


     SAMPLE STATISTICS


           Means
              U11*          U21*          U31*          U12*          U22*
              ________      ________      ________      ________      ________
 1              0.022        -0.012        -0.042         0.931         1.058


           Means
              U32*          U13*          U23*          U33*          F1
              ________      ________      ________      ________      ________
 1              1.101         1.887         2.055         2.097        -0.008


           Means
              F2            F3            I             S
              ________      ________      ________      ________
 1              0.966         1.898        -0.001         0.959


           Covariances
              U11*          U21*          U31*          U12*          U22*
              ________      ________      ________      ________      ________
 U11*           2.056
 U21*           1.134         2.200
 U31*           1.162         1.246         2.272
 U12*           0.450         0.421         0.492         1.838
 U22*           0.445         0.489         0.534         0.861         1.912
 U32*           0.433         0.473         0.510         0.836         0.919
 U13*           0.350         0.378         0.400         0.308         0.334
 U23*           0.350         0.344         0.404         0.307         0.359
 U33*           0.372         0.384         0.403         0.357         0.363
 F1             1.036         1.110         1.132         0.429         0.456
 F2             0.438         0.453         0.504         0.811         0.858
 F3             0.316         0.332         0.367         0.312         0.325
 I              0.592         0.624         0.643         0.433         0.463
 S             -0.147        -0.151        -0.155        -0.062        -0.068


           Covariances
              U32*          U13*          U23*          U33*          F1
              ________      ________      ________      ________      ________
 U32*           1.911
 U13*           0.346         1.855
 U23*           0.381         0.920         2.020
 U33*           0.380         0.962         1.018         2.132
 F1             0.440         0.343         0.331         0.348         1.017
 F2             0.849         0.315         0.326         0.348         0.429
 F3             0.332         0.864         0.910         0.943         0.307
 I              0.457         0.329         0.337         0.351         0.581
 S             -0.069        -0.002        -0.005        -0.003        -0.142


           Covariances
              F2            F3            I             S
              ________      ________      ________      ________
 F2             0.804
 F3             0.308         0.854
 I              0.432         0.308         0.583
 S             -0.063         0.004        -0.142         0.075


           Correlations
              U11*          U21*          U31*          U12*          U22*
              ________      ________      ________      ________      ________
 U11*           1.000
 U21*           0.533         1.000
 U31*           0.538         0.557         1.000
 U12*           0.232         0.209         0.241         1.000
 U22*           0.224         0.239         0.256         0.459         1.000
 U32*           0.218         0.231         0.245         0.446         0.481
 U13*           0.179         0.187         0.195         0.167         0.177
 U23*           0.172         0.163         0.189         0.160         0.183
 U33*           0.178         0.177         0.183         0.180         0.180
 F1             0.716         0.742         0.745         0.313         0.327
 F2             0.341         0.341         0.373         0.667         0.692
 F3             0.238         0.243         0.263         0.249         0.255
 I              0.541         0.551         0.559         0.419         0.438
 S             -0.373        -0.371        -0.374        -0.166        -0.178


           Correlations
              U32*          U13*          U23*          U33*          F1
              ________      ________      ________      ________      ________
 U32*           1.000
 U13*           0.184         1.000
 U23*           0.194         0.475         1.000
 U33*           0.188         0.484         0.490         1.000
 F1             0.315         0.250         0.231         0.236         1.000
 F2             0.685         0.258         0.256         0.266         0.475
 F3             0.260         0.687         0.693         0.699         0.329
 I              0.433         0.317         0.310         0.315         0.754
 S             -0.180        -0.004        -0.012        -0.008        -0.513


           Correlations
              F2            F3            I             S
              ________      ________      ________      ________
 F2             1.000
 F3             0.372         1.000
 I              0.632         0.436         1.000
 S             -0.255         0.018        -0.675         1.000


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


     SAMPLE STATISTICS


           Means
              U11*_SD       U21*_SD       U31*_SD       U12*_SD       U22*_SD
              ________      ________      ________      ________      ________
 1              0.831         0.818         0.853         0.958         0.882


           Means
              U32*_SD       U13*_SD       U23*_SD       U33*_SD       F1_SD
              ________      ________      ________      ________      ________
 1              0.827         1.156         1.128         1.077         0.612


           Means
              F2_SD         F3_SD         I_SD          S_SD
              ________      ________      ________      ________
 1              0.619         0.741         0.563         0.247


           Covariances
              U11*_SD       U21*_SD       U31*_SD       U12*_SD       U22*_SD
              ________      ________      ________      ________      ________
 U11*_SD        0.047
 U21*_SD        0.017         0.042
 U31*_SD        0.001         0.017         0.044
 U12*_SD        0.010        -0.001        -0.007         0.059
 U22*_SD        0.012         0.005        -0.003         0.029         0.058
 U32*_SD        0.011         0.006         0.001         0.018         0.023
 U13*_SD        0.004        -0.005        -0.010         0.012         0.013
 U23*_SD        0.008        -0.001        -0.006         0.014         0.013
 U33*_SD        0.009        -0.004        -0.006         0.017         0.014
 F1_SD          0.009         0.011         0.010         0.001         0.003
 F2_SD          0.005         0.002         0.000         0.014         0.016
 F3_SD          0.006        -0.001        -0.003         0.008         0.006
 I_SD           0.005         0.005         0.003         0.002         0.003
 S_SD           0.001         0.001         0.001         0.000        -0.001


           Covariances
              U32*_SD       U13*_SD       U23*_SD       U33*_SD       F1_SD
              ________      ________      ________      ________      ________
 U32*_SD        0.050
 U13*_SD        0.007         0.059
 U23*_SD        0.012         0.028         0.070
 U33*_SD        0.013         0.033         0.036         0.085
 F1_SD          0.004        -0.002         0.001         0.003         0.015
 F2_SD          0.014         0.004         0.006         0.008         0.002
 F3_SD          0.006         0.021         0.023         0.026         0.001
 I_SD           0.003         0.001         0.002         0.004         0.005
 S_SD           0.001        -0.001         0.000         0.000         0.001


           Covariances
              F2_SD         F3_SD         I_SD          S_SD
              ________      ________      ________      ________
 F2_SD          0.016
 F3_SD          0.004         0.023
 I_SD           0.003         0.002         0.010
 S_SD           0.000         0.000         0.002         0.002


           Correlations
              U11*_SD       U21*_SD       U31*_SD       U12*_SD       U22*_SD
              ________      ________      ________      ________      ________
 U11*_SD        1.000
 U21*_SD        0.376         1.000
 U31*_SD        0.030         0.402         1.000
 U12*_SD        0.184        -0.024        -0.136         1.000
 U22*_SD        0.224         0.095        -0.066         0.497         1.000
 U32*_SD        0.220         0.129         0.011         0.325         0.438
 U13*_SD        0.068        -0.097        -0.197         0.203         0.223
 U23*_SD        0.136        -0.023        -0.104         0.213         0.209
 U33*_SD        0.136        -0.070        -0.100         0.243         0.201
 F1_SD          0.358         0.426         0.387         0.045         0.114
 F2_SD          0.172         0.071        -0.013         0.456         0.524
 F3_SD          0.185        -0.029        -0.079         0.229         0.169
 I_SD           0.225         0.238         0.120         0.091         0.136
 S_SD           0.054         0.105         0.136         0.008        -0.046


           Correlations
              U32*_SD       U13*_SD       U23*_SD       U33*_SD       F1_SD
              ________      ________      ________      ________      ________
 U32*_SD        1.000
 U13*_SD        0.136         1.000
 U23*_SD        0.205         0.440         1.000
 U33*_SD        0.204         0.461         0.464         1.000
 F1_SD          0.137        -0.068         0.047         0.071         1.000
 F2_SD          0.496         0.130         0.191         0.227         0.152
 F3_SD          0.163         0.569         0.561         0.592         0.036
 I_SD           0.146         0.030         0.075         0.134         0.435
 S_SD           0.050        -0.047        -0.010        -0.016         0.193


           Correlations
              F2_SD         F3_SD         I_SD          S_SD
              ________      ________      ________      ________
 F2_SD          1.000
 F3_SD          0.209         1.000
 I_SD           0.245         0.139         1.000
 S_SD          -0.002         0.001         0.445         1.000


SAVEDATA INFORMATION


  Save file
    ex11.7imp*.dat

  Order of variables

    U11
    U21
    U31
    U12
    U22
    U32
    U13
    U23
    U33
    U11*
    U21*
    U31*
    U12*
    U22*
    U32*
    U13*
    U23*
    U33*
    F1
    F2
    F3
    I
    S

  Save file format           Free

  Save file record length    10000


  Save file
    ex11.7plaus.dat

  Order and format of variables

    U11                              F10.3
    U21                              F10.3
    U31                              F10.3
    U12                              F10.3
    U22                              F10.3
    U32                              F10.3
    U13                              F10.3
    U23                              F10.3
    U33                              F10.3
    U11* Mean                        F10.3
    U11* Median                      F10.3
    U11* Standard Deviation          F10.3
    U11* 2.5% Value                  F10.3
    U11* 97.5% Value                 F10.3
    U21* Mean                        F10.3
    U21* Median                      F10.3
    U21* Standard Deviation          F10.3
    U21* 2.5% Value                  F10.3
    U21* 97.5% Value                 F10.3
    U31* Mean                        F10.3
    U31* Median                      F10.3
    U31* Standard Deviation          F10.3
    U31* 2.5% Value                  F10.3
    U31* 97.5% Value                 F10.3
    U12* Mean                        F10.3
    U12* Median                      F10.3
    U12* Standard Deviation          F10.3
    U12* 2.5% Value                  F10.3
    U12* 97.5% Value                 F10.3
    U22* Mean                        F10.3
    U22* Median                      F10.3
    U22* Standard Deviation          F10.3
    U22* 2.5% Value                  F10.3
    U22* 97.5% Value                 F10.3
    U32* Mean                        F10.3
    U32* Median                      F10.3
    U32* Standard Deviation          F10.3
    U32* 2.5% Value                  F10.3
    U32* 97.5% Value                 F10.3
    U13* Mean                        F10.3
    U13* Median                      F10.3
    U13* Standard Deviation          F10.3
    U13* 2.5% Value                  F10.3
    U13* 97.5% Value                 F10.3
    U23* Mean                        F10.3
    U23* Median                      F10.3
    U23* Standard Deviation          F10.3
    U23* 2.5% Value                  F10.3
    U23* 97.5% Value                 F10.3
    U33* Mean                        F10.3
    U33* Median                      F10.3
    U33* Standard Deviation          F10.3
    U33* 2.5% Value                  F10.3
    U33* 97.5% Value                 F10.3
    F1 Mean                          F10.3
    F1 Median                        F10.3
    F1 Standard Deviation            F10.3
    F1 2.5% Value                    F10.3
    F1 97.5% Value                   F10.3
    F2 Mean                          F10.3
    F2 Median                        F10.3
    F2 Standard Deviation            F10.3
    F2 2.5% Value                    F10.3
    F2 97.5% Value                   F10.3
    F3 Mean                          F10.3
    F3 Median                        F10.3
    F3 Standard Deviation            F10.3
    F3 2.5% Value                    F10.3
    F3 97.5% Value                   F10.3
    I Mean                           F10.3
    I Median                         F10.3
    I Standard Deviation             F10.3
    I 2.5% Value                     F10.3
    I 97.5% Value                    F10.3
    S Mean                           F10.3
    S Median                         F10.3
    S Standard Deviation             F10.3
    S 2.5% Value                     F10.3
    S 97.5% Value                    F10.3

  Save file format
    79F10.3

  Save file record length    10000


     Beginning Time:  17:42:56
        Ending Time:  17:43:00
       Elapsed Time:  00:00:04



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