Mplus VERSION 7.2
MUTHEN & MUTHEN
05/07/2014   2:04 PM

INPUT INSTRUCTIONS

  title:	this is an example of a growth model with
  	individually-varying times of observation
  	and random slopes for time-varying
  	covariates for a continuous outcome

  montecarlo:
  	names = y1-y4 x a11-a14 a21-a24;
  	tscores = a11(0 0) a12(1 0.05) a13(2 0.05) a14(3 0.05);
  	nobs = 500;
  	nreps = 1;
  	save = ex6.12.dat;

  analysis:
  	type = random;

  model population:

  	[x@0 a21-a24@0]; x@1 a21-a24@1;
  	!uncorrelated by default

  	i s | y1-y4 AT a11-a14;
  	
  	y1-y4*.5;

  	st | y1 on a21;
  	st | y2 on a22;
  	st | y3 on a23;
  	st | y4 on a24;
  	
  	[i*.5 s*1];
  	i*1; s*.2;

  	[st*.5]; st*.4;

  	i on x*.7;
  	s on x*.3;
  	st on x*.2;

  model:
  	
  	i s | y1-y4 AT a11-a14;
  	
  	y1-y4*.5;

  	st | y1 on a21;
  	st | y2 on a22;
  	st | y3 on a23;
  	st | y4 on a24;
  	
  	[i*.5 s*1];
  	i*1; s*.2;

  	i with s*0; !!this should not be needed

  	[st*.5]; st*.4;

  	i on x*.7;
  	s on x*.3;
  	st on x*.2;


  output:
  	tech8 tech9;




INPUT READING TERMINATED NORMALLY



this is an example of a growth model with
individually-varying times of observation
and random slopes for time-varying
covariates for a continuous outcome

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                         500

Number of replications
    Requested                                                    1
    Completed                                                    1
Value of seed                                                    0

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

Observed dependent variables

  Continuous
   Y1          Y2          Y3          Y4

Observed independent variables
   X           A21         A22         A23         A24

Continuous latent variables
   ST          I           S

Variables with special functions

  Time scores
   A11         A12         A13         A14


Estimator                                                      MLR
Information matrix                                        OBSERVED
Maximum number of iterations                                   100
Convergence criterion                                    0.100D-05
Maximum number of EM iterations                                500
Convergence criteria for the EM algorithm
  Loglikelihood change                                   0.100D-02
  Relative loglikelihood change                          0.100D-05
  Derivative                                             0.100D-03
Minimum variance                                         0.100D-03
Maximum number of steepest descent iterations                   20
Optimization algorithm                                         EMA


SAMPLE STATISTICS FOR THE FIRST REPLICATION


     ESTIMATED SAMPLE STATISTICS


           Means
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 1              0.426         1.459         2.485         3.413        -0.029


           Means
              A21           A22           A23           A24
              ________      ________      ________      ________
 1             -0.038         0.011         0.007        -0.059


           Covariances
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 Y1             2.391
 Y2             1.501         3.515
 Y3             1.986         3.006         4.739
 Y4             2.094         3.460         4.676         6.973
 X              0.699         1.152         1.507         1.752         1.063
 A21            0.460        -0.137        -0.092        -0.209        -0.019
 A22           -0.161         0.459        -0.098        -0.096         0.025
 A23            0.204         0.156         0.554         0.243         0.035
 A24            0.067         0.125         0.148         0.550         0.045


           Covariances
              A21           A22           A23           A24
              ________      ________      ________      ________
 A21            1.079
 A22           -0.006         1.052
 A23            0.063         0.040         0.943
 A24           -0.006        -0.034         0.012         1.033


           Correlations
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 Y1             1.000
 Y2             0.518         1.000
 Y3             0.590         0.737         1.000
 Y4             0.513         0.699         0.813         1.000
 X              0.439         0.596         0.671         0.643         1.000
 A21            0.286        -0.071        -0.041        -0.076        -0.017
 A22           -0.101         0.239        -0.044        -0.035         0.024
 A23            0.136         0.086         0.262         0.095         0.035
 A24            0.042         0.066         0.067         0.205         0.043


           Correlations
              A21           A22           A23           A24
              ________      ________      ________      ________
 A21            1.000
 A22           -0.005         1.000
 A23            0.063         0.041         1.000
 A24           -0.006        -0.032         0.012         1.000




MODEL FIT INFORMATION

Number of Free Parameters                       14

Loglikelihood

    H0 Value

        Mean                             -3166.918
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000        -3166.918      -3166.918
           0.980       0.000        -3166.918      -3166.918
           0.950       0.000        -3166.918      -3166.918
           0.900       0.000        -3166.918      -3166.918
           0.800       0.000        -3166.918      -3166.918
           0.700       0.000        -3166.918      -3166.918
           0.500       0.000        -3166.918      -3166.918
           0.300       0.000        -3166.918      -3166.918
           0.200       0.000        -3166.918      -3166.918
           0.100       0.000        -3166.918      -3166.918
           0.050       0.000        -3166.918      -3166.918
           0.020       0.000        -3166.918      -3166.918
           0.010       0.000        -3166.918      -3166.918

Information Criteria

    Akaike (AIC)

        Mean                              6361.835
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000         6361.835       6361.835
           0.980       0.000         6361.835       6361.835
           0.950       0.000         6361.835       6361.835
           0.900       0.000         6361.835       6361.835
           0.800       0.000         6361.835       6361.835
           0.700       0.000         6361.835       6361.835
           0.500       0.000         6361.835       6361.835
           0.300       0.000         6361.835       6361.835
           0.200       0.000         6361.835       6361.835
           0.100       0.000         6361.835       6361.835
           0.050       0.000         6361.835       6361.835
           0.020       0.000         6361.835       6361.835
           0.010       0.000         6361.835       6361.835

    Bayesian (BIC)

        Mean                              6420.840
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000         6420.840       6420.840
           0.980       0.000         6420.840       6420.840
           0.950       0.000         6420.840       6420.840
           0.900       0.000         6420.840       6420.840
           0.800       0.000         6420.840       6420.840
           0.700       0.000         6420.840       6420.840
           0.500       0.000         6420.840       6420.840
           0.300       0.000         6420.840       6420.840
           0.200       0.000         6420.840       6420.840
           0.100       0.000         6420.840       6420.840
           0.050       0.000         6420.840       6420.840
           0.020       0.000         6420.840       6420.840
           0.010       0.000         6420.840       6420.840

    Sample-Size Adjusted BIC (n* = (n + 2) / 24)

        Mean                              6376.403
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000         6376.403       6376.403
           0.980       0.000         6376.403       6376.403
           0.950       0.000         6376.403       6376.403
           0.900       0.000         6376.403       6376.403
           0.800       0.000         6376.403       6376.403
           0.700       0.000         6376.403       6376.403
           0.500       0.000         6376.403       6376.403
           0.300       0.000         6376.403       6376.403
           0.200       0.000         6376.403       6376.403
           0.100       0.000         6376.403       6376.403
           0.050       0.000         6376.403       6376.403
           0.020       0.000         6376.403       6376.403
           0.010       0.000         6376.403       6376.403



MODEL RESULTS

                              ESTIMATES              S. E.     M. S. E.  95%  % Sig
                 Population   Average   Std. Dev.   Average             Cover Coeff
 I          ON
  X                   0.700     0.6966     0.0000     0.0513     0.0000 1.000 1.000

 S          ON
  X                   0.300     0.3329     0.0000     0.0249     0.0011 1.000 1.000

 ST         ON
  X                   0.200     0.1561     0.0000     0.0354     0.0019 1.000 1.000

 I        WITH
  S                   0.000     0.0254     0.0000     0.0316     0.0006 1.000 0.000

 Intercepts
  Y1                  0.000     0.0000     0.0000     0.0000     0.0000 1.000 0.000
  Y2                  0.000     0.0000     0.0000     0.0000     0.0000 1.000 0.000
  Y3                  0.000     0.0000     0.0000     0.0000     0.0000 1.000 0.000
  Y4                  0.000     0.0000     0.0000     0.0000     0.0000 1.000 0.000
  ST                  0.500     0.4529     0.0000     0.0356     0.0022 1.000 1.000
  I                   0.500     0.4631     0.0000     0.0512     0.0014 1.000 1.000
  S                   1.000     1.0068     0.0000     0.0247     0.0000 1.000 1.000

 Residual Variances
  Y1                  0.500     0.4680     0.0000     0.0637     0.0010 1.000 1.000
  Y2                  0.500     0.5010     0.0000     0.0578     0.0000 1.000 1.000
  Y3                  0.500     0.4050     0.0000     0.0576     0.0090 1.000 1.000
  Y4                  0.500     0.5564     0.0000     0.0921     0.0032 1.000 1.000
  ST                  0.400     0.3659     0.0000     0.0407     0.0012 1.000 1.000
  I                   1.000     0.8695     0.0000     0.0817     0.0170 1.000 1.000
  S                   0.200     0.1747     0.0000     0.0199     0.0006 1.000 1.000


QUALITY OF NUMERICAL RESULTS

     Average Condition Number for the Information Matrix      0.176E-01
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION


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


           NU
              A21           A22           A23           A24
              ________      ________      ________      ________
 1                  0             0             0             0


           LAMBDA
              ST            I             S             Y1            Y2
              ________      ________      ________      ________      ________
 Y1                 0             0             0             0             0
 Y2                 0             0             0             0             0
 Y3                 0             0             0             0             0
 Y4                 0             0             0             0             0
 X                  0             0             0             0             0
 A21                0             0             0             0             0
 A22                0             0             0             0             0
 A23                0             0             0             0             0
 A24                0             0             0             0             0


           LAMBDA
              Y3            Y4            X             A21           A22
              ________      ________      ________      ________      ________
 Y1                 0             0             0             0             0
 Y2                 0             0             0             0             0
 Y3                 0             0             0             0             0
 Y4                 0             0             0             0             0
 X                  0             0             0             0             0
 A21                0             0             0             0             0
 A22                0             0             0             0             0
 A23                0             0             0             0             0
 A24                0             0             0             0             0


           LAMBDA
              A23           A24
              ________      ________
 Y1                 0             0
 Y2                 0             0
 Y3                 0             0
 Y4                 0             0
 X                  0             0
 A21                0             0
 A22                0             0
 A23                0             0
 A24                0             0


           THETA
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 Y1                 0
 Y2                 0             0
 Y3                 0             0             0
 Y4                 0             0             0             0
 X                  0             0             0             0             0
 A21                0             0             0             0             0
 A22                0             0             0             0             0
 A23                0             0             0             0             0
 A24                0             0             0             0             0


           THETA
              A21           A22           A23           A24
              ________      ________      ________      ________
 A21                0
 A22                0             0
 A23                0             0             0
 A24                0             0             0             0


           ALPHA
              ST            I             S             Y1            Y2
              ________      ________      ________      ________      ________
 1                  1             2             3             0             0


           ALPHA
              Y3            Y4            X             A21           A22
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           ALPHA
              A23           A24
              ________      ________
 1                  0             0


           BETA
              ST            I             S             Y1            Y2
              ________      ________      ________      ________      ________
 ST                 0             0             0             0             0
 I                  0             0             0             0             0
 S                  0             0             0             0             0
 Y1                 0             0             0             0             0
 Y2                 0             0             0             0             0
 Y3                 0             0             0             0             0
 Y4                 0             0             0             0             0
 X                  0             0             0             0             0
 A21                0             0             0             0             0
 A22                0             0             0             0             0
 A23                0             0             0             0             0
 A24                0             0             0             0             0


           BETA
              Y3            Y4            X             A21           A22
              ________      ________      ________      ________      ________
 ST                 0             0             4             0             0
 I                  0             0             5             0             0
 S                  0             0             6             0             0
 Y1                 0             0             0             0             0
 Y2                 0             0             0             0             0
 Y3                 0             0             0             0             0
 Y4                 0             0             0             0             0
 X                  0             0             0             0             0
 A21                0             0             0             0             0
 A22                0             0             0             0             0
 A23                0             0             0             0             0
 A24                0             0             0             0             0


           BETA
              A23           A24
              ________      ________
 ST                 0             0
 I                  0             0
 S                  0             0
 Y1                 0             0
 Y2                 0             0
 Y3                 0             0
 Y4                 0             0
 X                  0             0
 A21                0             0
 A22                0             0
 A23                0             0
 A24                0             0


           PSI
              ST            I             S             Y1            Y2
              ________      ________      ________      ________      ________
 ST                 7
 I                  0             8
 S                  0             9            10
 Y1                 0             0             0            11
 Y2                 0             0             0             0            12
 Y3                 0             0             0             0             0
 Y4                 0             0             0             0             0
 X                  0             0             0             0             0
 A21                0             0             0             0             0
 A22                0             0             0             0             0
 A23                0             0             0             0             0
 A24                0             0             0             0             0


           PSI
              Y3            Y4            X             A21           A22
              ________      ________      ________      ________      ________
 Y3                13
 Y4                 0            14
 X                  0             0             0
 A21                0             0             0             0
 A22                0             0             0             0             0
 A23                0             0             0             0             0
 A24                0             0             0             0             0


           PSI
              A23           A24
              ________      ________
 A23                0
 A24                0             0


     STARTING VALUES


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


           NU
              A21           A22           A23           A24
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           LAMBDA
              ST            I             S             Y1            Y2
              ________      ________      ________      ________      ________
 Y1             0.000         0.000         0.000         1.000         0.000
 Y2             0.000         0.000         0.000         0.000         1.000
 Y3             0.000         0.000         0.000         0.000         0.000
 Y4             0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 A21            0.000         0.000         0.000         0.000         0.000
 A22            0.000         0.000         0.000         0.000         0.000
 A23            0.000         0.000         0.000         0.000         0.000
 A24            0.000         0.000         0.000         0.000         0.000


           LAMBDA
              Y3            Y4            X             A21           A22
              ________      ________      ________      ________      ________
 Y1             0.000         0.000         0.000         0.000         0.000
 Y2             0.000         0.000         0.000         0.000         0.000
 Y3             1.000         0.000         0.000         0.000         0.000
 Y4             0.000         1.000         0.000         0.000         0.000
 X              0.000         0.000         1.000         0.000         0.000
 A21            0.000         0.000         0.000         1.000         0.000
 A22            0.000         0.000         0.000         0.000         1.000
 A23            0.000         0.000         0.000         0.000         0.000
 A24            0.000         0.000         0.000         0.000         0.000


           LAMBDA
              A23           A24
              ________      ________
 Y1             0.000         0.000
 Y2             0.000         0.000
 Y3             0.000         0.000
 Y4             0.000         0.000
 X              0.000         0.000
 A21            0.000         0.000
 A22            0.000         0.000
 A23            1.000         0.000
 A24            0.000         1.000


           THETA
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 Y1             0.000
 Y2             0.000         0.000
 Y3             0.000         0.000         0.000
 Y4             0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 A21            0.000         0.000         0.000         0.000         0.000
 A22            0.000         0.000         0.000         0.000         0.000
 A23            0.000         0.000         0.000         0.000         0.000
 A24            0.000         0.000         0.000         0.000         0.000


           THETA
              A21           A22           A23           A24
              ________      ________      ________      ________
 A21            0.000
 A22            0.000         0.000
 A23            0.000         0.000         0.000
 A24            0.000         0.000         0.000         0.000


           ALPHA
              ST            I             S             Y1            Y2
              ________      ________      ________      ________      ________
 1              0.500         0.500         1.000         0.000         0.000


           ALPHA
              Y3            Y4            X             A21           A22
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           ALPHA
              A23           A24
              ________      ________
 1              0.000         0.000


           BETA
              ST            I             S             Y1            Y2
              ________      ________      ________      ________      ________
 ST             0.000         0.000         0.000         0.000         0.000
 I              0.000         0.000         0.000         0.000         0.000
 S              0.000         0.000         0.000         0.000         0.000
 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
 X              0.000         0.000         0.000         0.000         0.000
 A21            0.000         0.000         0.000         0.000         0.000
 A22            0.000         0.000         0.000         0.000         0.000
 A23            0.000         0.000         0.000         0.000         0.000
 A24            0.000         0.000         0.000         0.000         0.000


           BETA
              Y3            Y4            X             A21           A22
              ________      ________      ________      ________      ________
 ST             0.000         0.000         0.200         0.000         0.000
 I              0.000         0.000         0.700         0.000         0.000
 S              0.000         0.000         0.300         0.000         0.000
 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
 X              0.000         0.000         0.000         0.000         0.000
 A21            0.000         0.000         0.000         0.000         0.000
 A22            0.000         0.000         0.000         0.000         0.000
 A23            0.000         0.000         0.000         0.000         0.000
 A24            0.000         0.000         0.000         0.000         0.000


           BETA
              A23           A24
              ________      ________
 ST             0.000         0.000
 I              0.000         0.000
 S              0.000         0.000
 Y1             0.000         0.000
 Y2             0.000         0.000
 Y3             0.000         0.000
 Y4             0.000         0.000
 X              0.000         0.000
 A21            0.000         0.000
 A22            0.000         0.000
 A23            0.000         0.000
 A24            0.000         0.000


           PSI
              ST            I             S             Y1            Y2
              ________      ________      ________      ________      ________
 ST             0.400
 I              0.000         1.000
 S              0.000         0.000         0.200
 Y1             0.000         0.000         0.000         0.500
 Y2             0.000         0.000         0.000         0.000         0.500
 Y3             0.000         0.000         0.000         0.000         0.000
 Y4             0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 A21            0.000         0.000         0.000         0.000         0.000
 A22            0.000         0.000         0.000         0.000         0.000
 A23            0.000         0.000         0.000         0.000         0.000
 A24            0.000         0.000         0.000         0.000         0.000


           PSI
              Y3            Y4            X             A21           A22
              ________      ________      ________      ________      ________
 Y3             0.500
 Y4             0.000         0.500
 X              0.000         0.000         0.500
 A21            0.000         0.000         0.000         0.500
 A22            0.000         0.000         0.000         0.000         0.500
 A23            0.000         0.000         0.000         0.000         0.000
 A24            0.000         0.000         0.000         0.000         0.000


           PSI
              A23           A24
              ________      ________
 A23            0.500
 A24            0.000         0.500


     POPULATION VALUES


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


           NU
              A21           A22           A23           A24
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           LAMBDA
              ST            I             S             Y1            Y2
              ________      ________      ________      ________      ________
 Y1             0.000         0.000         0.000         1.000         0.000
 Y2             0.000         0.000         0.000         0.000         1.000
 Y3             0.000         0.000         0.000         0.000         0.000
 Y4             0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 A21            0.000         0.000         0.000         0.000         0.000
 A22            0.000         0.000         0.000         0.000         0.000
 A23            0.000         0.000         0.000         0.000         0.000
 A24            0.000         0.000         0.000         0.000         0.000


           LAMBDA
              Y3            Y4            X             A21           A22
              ________      ________      ________      ________      ________
 Y1             0.000         0.000         0.000         0.000         0.000
 Y2             0.000         0.000         0.000         0.000         0.000
 Y3             1.000         0.000         0.000         0.000         0.000
 Y4             0.000         1.000         0.000         0.000         0.000
 X              0.000         0.000         1.000         0.000         0.000
 A21            0.000         0.000         0.000         1.000         0.000
 A22            0.000         0.000         0.000         0.000         1.000
 A23            0.000         0.000         0.000         0.000         0.000
 A24            0.000         0.000         0.000         0.000         0.000


           LAMBDA
              A23           A24
              ________      ________
 Y1             0.000         0.000
 Y2             0.000         0.000
 Y3             0.000         0.000
 Y4             0.000         0.000
 X              0.000         0.000
 A21            0.000         0.000
 A22            0.000         0.000
 A23            1.000         0.000
 A24            0.000         1.000


           THETA
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 Y1             0.000
 Y2             0.000         0.000
 Y3             0.000         0.000         0.000
 Y4             0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 A21            0.000         0.000         0.000         0.000         0.000
 A22            0.000         0.000         0.000         0.000         0.000
 A23            0.000         0.000         0.000         0.000         0.000
 A24            0.000         0.000         0.000         0.000         0.000


           THETA
              A21           A22           A23           A24
              ________      ________      ________      ________
 A21            0.000
 A22            0.000         0.000
 A23            0.000         0.000         0.000
 A24            0.000         0.000         0.000         0.000


           ALPHA
              ST            I             S             Y1            Y2
              ________      ________      ________      ________      ________
 1              0.500         0.500         1.000         0.000         0.000


           ALPHA
              Y3            Y4            X             A21           A22
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           ALPHA
              A23           A24
              ________      ________
 1              0.000         0.000


           BETA
              ST            I             S             Y1            Y2
              ________      ________      ________      ________      ________
 ST             0.000         0.000         0.000         0.000         0.000
 I              0.000         0.000         0.000         0.000         0.000
 S              0.000         0.000         0.000         0.000         0.000
 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
 X              0.000         0.000         0.000         0.000         0.000
 A21            0.000         0.000         0.000         0.000         0.000
 A22            0.000         0.000         0.000         0.000         0.000
 A23            0.000         0.000         0.000         0.000         0.000
 A24            0.000         0.000         0.000         0.000         0.000


           BETA
              Y3            Y4            X             A21           A22
              ________      ________      ________      ________      ________
 ST             0.000         0.000         0.200         0.000         0.000
 I              0.000         0.000         0.700         0.000         0.000
 S              0.000         0.000         0.300         0.000         0.000
 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
 X              0.000         0.000         0.000         0.000         0.000
 A21            0.000         0.000         0.000         0.000         0.000
 A22            0.000         0.000         0.000         0.000         0.000
 A23            0.000         0.000         0.000         0.000         0.000
 A24            0.000         0.000         0.000         0.000         0.000


           BETA
              A23           A24
              ________      ________
 ST             0.000         0.000
 I              0.000         0.000
 S              0.000         0.000
 Y1             0.000         0.000
 Y2             0.000         0.000
 Y3             0.000         0.000
 Y4             0.000         0.000
 X              0.000         0.000
 A21            0.000         0.000
 A22            0.000         0.000
 A23            0.000         0.000
 A24            0.000         0.000


           PSI
              ST            I             S             Y1            Y2
              ________      ________      ________      ________      ________
 ST             0.400
 I              0.000         1.000
 S              0.000         0.000         0.200
 Y1             0.000         0.000         0.000         0.500
 Y2             0.000         0.000         0.000         0.000         0.500
 Y3             0.000         0.000         0.000         0.000         0.000
 Y4             0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 A21            0.000         0.000         0.000         0.000         0.000
 A22            0.000         0.000         0.000         0.000         0.000
 A23            0.000         0.000         0.000         0.000         0.000
 A24            0.000         0.000         0.000         0.000         0.000


           PSI
              Y3            Y4            X             A21           A22
              ________      ________      ________      ________      ________
 Y3             0.500
 Y4             0.000         0.500
 X              0.000         0.000         1.000
 A21            0.000         0.000         0.000         1.000
 A22            0.000         0.000         0.000         0.000         1.000
 A23            0.000         0.000         0.000         0.000         0.000
 A24            0.000         0.000         0.000         0.000         0.000


           PSI
              A23           A24
              ________      ________
 A23            1.000
 A24            0.000         1.000


TECHNICAL 8 OUTPUT


   TECHNICAL 8 OUTPUT FOR REPLICATION 1


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.31738377D+04    0.0000000    0.0000000  EM
              2 -0.31688196D+04    5.0180874    0.0015811  EM
              3 -0.31677175D+04    1.1020608    0.0003478  EM
              4 -0.31673652D+04    0.3523194    0.0001112  EM
              5 -0.31672210D+04    0.1442076    0.0000455  EM
              6 -0.31671459D+04    0.0751181    0.0000237  EM
              7 -0.31670985D+04    0.0473672    0.0000150  EM
              8 -0.31670647D+04    0.0338078    0.0000107  EM
              9 -0.31670388D+04    0.0259206    0.0000082  EM
             10 -0.31670181D+04    0.0206684    0.0000065  EM
             11 -0.31670013D+04    0.0168302    0.0000053  EM
             12 -0.31669874D+04    0.0138587    0.0000044  EM
             13 -0.31669760D+04    0.0114804    0.0000036  EM
             14 -0.31669664D+04    0.0095418    0.0000030  EM
             15 -0.31669585D+04    0.0079460    0.0000025  EM
             16 -0.31669519D+04    0.0066256    0.0000021  EM
             17 -0.31669463D+04    0.0055297    0.0000017  EM
             18 -0.31669417D+04    0.0046192    0.0000015  EM
             19 -0.31669378D+04    0.0038610    0.0000012  EM
             20 -0.31669346D+04    0.0032300    0.0000010  EM
             21 -0.31669319D+04    0.0027034    0.0000009  EM
             22 -0.31669296D+04    0.0022645    0.0000007  EM
             23 -0.31669277D+04    0.0018981    0.0000006  EM
             24 -0.31669262D+04    0.0015919    0.0000005  EM
             25 -0.31669248D+04    0.0013360    0.0000004  EM
             26 -0.31669237D+04    0.0011217    0.0000004  EM
             27 -0.31669228D+04    0.0009422    0.0000003  EM
             28 -0.31669220D+04    0.0007919    0.0000003  EM
             29 -0.31669213D+04    0.0006658    0.0000002  EM
             30 -0.31669207D+04    0.0005601    0.0000002  EM
             31 -0.31669203D+04    0.0004713    0.0000001  EM
             32 -0.31669199D+04    0.0003967    0.0000001  EM
             33 -0.31669195D+04    0.0003341    0.0000001  EM
             34 -0.31669193D+04    0.0002814    0.0000001  EM
             35 -0.31669190D+04    0.0002370    0.0000001  EM
             36 -0.31669188D+04    0.0001997    0.0000001  EM
             37 -0.31669179D+04    0.0008849    0.0000003  FS
             38 -0.31669178D+04    0.0001322    0.0000000  FS
             39 -0.31669178D+04    0.0000385    0.0000000  FS
             40 -0.31669177D+04    0.0000127    0.0000000  FS
             41 -0.31669177D+04    0.0000043    0.0000000  FS


TECHNICAL 9 OUTPUT

  Error messages for each replication (if any)



SAVEDATA INFORMATION

  Order of variables

    Y1
    Y2
    Y3
    Y4
    X
    A21
    A22
    A23
    A24
    A11
    A12
    A13
    A14

  Save file
    ex6.12.dat

  Save file format           Free
  Save file record length    10000


     Beginning Time:  14:04:50
        Ending Time:  14:04:50
       Elapsed Time:  00:00:00



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