Mplus VERSION 7.3
MUTHEN & MUTHEN
09/22/2014   5:17 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of a two-level CFA with
  	continuous factor indicators with two
  	factors on the within level and one factor
  	on the between level

  montecarlo:
  	names are y1-y6 x1 x2 w;
  	nobservations = 1000;
  	ncsizes = 3;
  	csizes = 40 (5) 50 (10) 20 (15);
  	seed = 58459;
  	nreps = 1;
  	save = ex4.5.dat;
  	within = x1 x2;
  	between = w;

  ANALYSIS:	TYPE = TWOLEVEL;

  MODEL POPULATION:

  	%WITHIN%
  	x1-x2@1;
  	fw1 by y1@1 y2-y3*1;
  	fw2 by y4@1 y5-y6*1;
  	fw1-fw2*1;
  	y1-y6*1;

  	fw1 on x1*.5 x2*.7;
  	fw2 on x1*.7 x2*.5;

  	%BETWEEN%
  	[w@0]; w*1;
  	fb BY y1@1 y2-y6*1;
  	y1-y6*.3;
  	fb*.5;
  	fb on w*1;

  MODEL:

  	%WITHIN%

  	fw1 by y1@1 y2-y3*1;
  	fw2 by y4@1 y5-y6*1;
  	fw1-fw2*1;
  	y1-y6*1;

  	fw1 on x1*.5 x2*.7;
  	fw2 on x1*.7 x2*.5;

  	%BETWEEN%
  	
  	fb BY y1@1 y2-y6*1;
  	y1-y6*.3;
  	fb*.5;
  	fb on w*1;

  output:
  	tech8 tech9;



INPUT READING TERMINATED NORMALLY



this is an example of a two-level CFA with
continuous factor indicators with two
factors on the within level and one factor
on the between level

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        1000

Number of replications
    Requested                                                    1
    Completed                                                    1
Value of seed                                                58459

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

Observed dependent variables

  Continuous
   Y1          Y2          Y3          Y4          Y5          Y6

Observed independent variables
   X1          X2          W

Continuous latent variables
   FW1         FW2         FB

Variables with special functions

  Within variables
   X1          X2

  Between variables
   W


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
Maximum number of iterations for H1                           2000
Convergence criterion for H1                             0.100D-03
Optimization algorithm                                         EMA


SUMMARY OF DATA FOR THE FIRST REPLICATION

     Cluster information

       Size (s)    Number of clusters of Size s

          5            40
         10            50
         15            20

     Average cluster size        9.091

     Estimated Intraclass Correlations for the Y Variables

                Intraclass              Intraclass              Intraclass
     Variable  Correlation   Variable  Correlation   Variable  Correlation

     Y1           0.399      Y2           0.388      Y3           0.377
     Y4           0.377      Y5           0.427      Y6           0.444


SAMPLE STATISTICS FOR THE FIRST REPLICATION

NOTE:  The sample statistics for within and between refer to the
       maximum-likelihood estimated within and between covariance
       matrices, respectively.


     ESTIMATED SAMPLE STATISTICS FOR WITHIN


           Means
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           Means
              Y6            X1            X2            W
              ________      ________      ________      ________
 1              0.000        -0.022        -0.032         0.000


           Covariances
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             3.016
 Y2             1.865         2.814
 Y3             1.825         1.753         2.756
 Y4             0.695         0.620         0.641         2.649
 Y5             0.751         0.666         0.705         1.718         2.882
 Y6             0.711         0.704         0.606         1.496         1.656
 X1             0.390         0.350         0.376         0.657         0.677
 X2             0.822         0.740         0.713         0.501         0.568
 W              0.000         0.000         0.000         0.000         0.000


           Covariances
              Y6            X1            X2            W
              ________      ________      ________      ________
 Y6             2.415
 X1             0.637         0.914
 X2             0.481        -0.012         1.004
 W              0.000         0.000         0.000         0.000


           Correlations
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             1.000
 Y2             0.640         1.000
 Y3             0.633         0.629         1.000
 Y4             0.246         0.227         0.237         1.000
 Y5             0.255         0.234         0.250         0.622         1.000
 Y6             0.264         0.270         0.235         0.592         0.628
 X1             0.235         0.218         0.237         0.422         0.417
 X2             0.472         0.440         0.429         0.307         0.334
 W              0.000         0.000         0.000         0.000         0.000


           Correlations
              Y6            X1            X2            W
              ________      ________      ________      ________
 Y6             1.000
 X1             0.429         1.000
 X2             0.309        -0.013         1.000
 W              0.000         0.000         0.000         0.000


     ESTIMATED SAMPLE STATISTICS FOR BETWEEN


           Means
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1             -0.030        -0.015         0.029         0.000        -0.064


           Means
              Y6            X1            X2            W
              ________      ________      ________      ________
 1              0.098         0.000         0.000         0.027


           Covariances
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             2.007
 Y2             1.609         1.787
 Y3             1.610         1.433         1.666
 Y4             1.395         1.325         1.338         1.604
 Y5             1.741         1.706         1.640         1.598         2.150
 Y6             1.654         1.497         1.507         1.404         1.741
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              1.162         1.033         1.003         0.832         1.098


           Covariances
              Y6            X1            X2            W
              ________      ________      ________      ________
 Y6             1.931
 X1             0.000         0.000
 X2             0.000         0.000         0.000
 W              1.047         0.000         0.000         1.069


           Correlations
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             1.000
 Y2             0.850         1.000
 Y3             0.880         0.830         1.000
 Y4             0.777         0.782         0.818         1.000
 Y5             0.838         0.870         0.866         0.861         1.000
 Y6             0.840         0.806         0.840         0.798         0.854
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.793         0.747         0.751         0.636         0.724


           Correlations
              Y6            X1            X2            W
              ________      ________      ________      ________
 Y6             1.000
 X1             0.000         0.000
 X2             0.000         0.000         0.000
 W              0.729         0.000         0.000         1.000




MODEL FIT INFORMATION

Number of Free Parameters                       36

Loglikelihood

    H0 Value

        Mean                            -10370.838
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000       -10370.838     -10370.838
           0.980       0.000       -10370.838     -10370.838
           0.950       0.000       -10370.838     -10370.838
           0.900       0.000       -10370.838     -10370.838
           0.800       0.000       -10370.838     -10370.838
           0.700       0.000       -10370.838     -10370.838
           0.500       0.000       -10370.838     -10370.838
           0.300       0.000       -10370.838     -10370.838
           0.200       0.000       -10370.838     -10370.838
           0.100       0.000       -10370.838     -10370.838
           0.050       0.000       -10370.838     -10370.838
           0.020       0.000       -10370.838     -10370.838
           0.010       0.000       -10370.838     -10370.838

    H1 Value

        Mean                            -10358.871
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000       -10358.871     -10358.871
           0.980       0.000       -10358.871     -10358.871
           0.950       0.000       -10358.871     -10358.871
           0.900       0.000       -10358.871     -10358.871
           0.800       0.000       -10358.871     -10358.871
           0.700       0.000       -10358.871     -10358.871
           0.500       0.000       -10358.871     -10358.871
           0.300       0.000       -10358.871     -10358.871
           0.200       0.000       -10358.871     -10358.871
           0.100       0.000       -10358.871     -10358.871
           0.050       0.000       -10358.871     -10358.871
           0.020       0.000       -10358.871     -10358.871
           0.010       0.000       -10358.871     -10358.871

Information Criteria

    Akaike (AIC)

        Mean                             20813.677
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000        20813.677      20813.677
           0.980       0.000        20813.677      20813.677
           0.950       0.000        20813.677      20813.677
           0.900       0.000        20813.677      20813.677
           0.800       0.000        20813.677      20813.677
           0.700       0.000        20813.677      20813.677
           0.500       0.000        20813.677      20813.677
           0.300       0.000        20813.677      20813.677
           0.200       0.000        20813.677      20813.677
           0.100       0.000        20813.677      20813.677
           0.050       0.000        20813.677      20813.677
           0.020       0.000        20813.677      20813.677
           0.010       0.000        20813.677      20813.677

    Bayesian (BIC)

        Mean                             20990.356
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000        20990.356      20990.356
           0.980       0.000        20990.356      20990.356
           0.950       0.000        20990.356      20990.356
           0.900       0.000        20990.356      20990.356
           0.800       0.000        20990.356      20990.356
           0.700       0.000        20990.356      20990.356
           0.500       0.000        20990.356      20990.356
           0.300       0.000        20990.356      20990.356
           0.200       0.000        20990.356      20990.356
           0.100       0.000        20990.356      20990.356
           0.050       0.000        20990.356      20990.356
           0.020       0.000        20990.356      20990.356
           0.010       0.000        20990.356      20990.356

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

        Mean                             20876.018
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000        20876.018      20876.018
           0.980       0.000        20876.018      20876.018
           0.950       0.000        20876.018      20876.018
           0.900       0.000        20876.018      20876.018
           0.800       0.000        20876.018      20876.018
           0.700       0.000        20876.018      20876.018
           0.500       0.000        20876.018      20876.018
           0.300       0.000        20876.018      20876.018
           0.200       0.000        20876.018      20876.018
           0.100       0.000        20876.018      20876.018
           0.050       0.000        20876.018      20876.018
           0.020       0.000        20876.018      20876.018
           0.010       0.000        20876.018      20876.018

Chi-Square Test of Model Fit

        Degrees of freedom                      30

        Mean                                24.676
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       1.000           14.953         24.676
           0.980       1.000           16.306         24.676
           0.950       1.000           18.493         24.676
           0.900       1.000           20.599         24.676
           0.800       1.000           23.364         24.676
           0.700       0.000           25.508         24.676
           0.500       0.000           29.336         24.676
           0.300       0.000           33.530         24.676
           0.200       0.000           36.250         24.676
           0.100       0.000           40.256         24.676
           0.050       0.000           43.773         24.676
           0.020       0.000           47.962         24.676
           0.010       0.000           50.892         24.676

RMSEA (Root Mean Square Error Of Approximation)

        Mean                                 0.000
        Std Dev                              0.000
        Number of successful computations        1

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

SRMR (Standardized Root Mean Square Residual) for the WITHIN level

        Mean                                 0.009
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000            0.009          0.009
           0.980       0.000            0.009          0.009
           0.950       0.000            0.009          0.009
           0.900       0.000            0.009          0.009
           0.800       0.000            0.009          0.009
           0.700       0.000            0.009          0.009
           0.500       0.000            0.009          0.009
           0.300       0.000            0.009          0.009
           0.200       0.000            0.009          0.009
           0.100       0.000            0.009          0.009
           0.050       0.000            0.009          0.009
           0.020       0.000            0.009          0.009
           0.010       0.000            0.009          0.009

SRMR (Standardized Root Mean Square Residual) for the BETWEEN level

        Mean                                 0.023
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000            0.023          0.023
           0.980       0.000            0.023          0.023
           0.950       0.000            0.023          0.023
           0.900       0.000            0.023          0.023
           0.800       0.000            0.023          0.023
           0.700       0.000            0.023          0.023
           0.500       0.000            0.023          0.023
           0.300       0.000            0.023          0.023
           0.200       0.000            0.023          0.023
           0.100       0.000            0.023          0.023
           0.050       0.000            0.023          0.023
           0.020       0.000            0.023          0.023
           0.010       0.000            0.023          0.023



MODEL RESULTS

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

 FW1      BY
  Y1                  1.000     1.0000     0.0000     0.0000     0.0000 1.000 0.000
  Y2                  1.000     0.9373     0.0000     0.0385     0.0039 1.000 1.000
  Y3                  1.000     0.9197     0.0000     0.0418     0.0064 1.000 1.000

 FW2      BY
  Y4                  1.000     1.0000     0.0000     0.0000     0.0000 1.000 0.000
  Y5                  1.000     1.0941     0.0000     0.0418     0.0088 0.000 1.000
  Y6                  1.000     0.9602     0.0000     0.0387     0.0016 1.000 1.000

 FW1        ON
  X1                  0.500     0.4388     0.0000     0.0446     0.0037 1.000 1.000
  X2                  0.700     0.7974     0.0000     0.0483     0.0095 0.000 1.000

 FW2        ON
  X1                  0.700     0.7089     0.0000     0.0492     0.0001 1.000 1.000
  X2                  0.500     0.5156     0.0000     0.0334     0.0002 1.000 1.000

 FW2      WITH
  FW1                 0.000     0.0035     0.0000     0.0430     0.0000 1.000 0.000

 Residual Variances
  Y1                  1.000     1.0244     0.0000     0.0705     0.0006 1.000 1.000
  Y2                  1.000     1.0545     0.0000     0.0740     0.0030 1.000 1.000
  Y3                  1.000     1.0615     0.0000     0.0749     0.0038 1.000 1.000
  Y4                  1.000     1.0813     0.0000     0.0731     0.0066 1.000 1.000
  Y5                  1.000     1.0100     0.0000     0.0756     0.0001 1.000 1.000
  Y6                  1.000     0.9589     0.0000     0.0674     0.0017 1.000 1.000
  FW1                 1.000     1.1928     0.0000     0.0930     0.0372 0.000 1.000
  FW2                 1.000     0.8628     0.0000     0.0580     0.0188 0.000 1.000

Between Level

 FB       BY
  Y1                  1.000     1.0000     0.0000     0.0000     0.0000 1.000 0.000
  Y2                  1.000     0.9250     0.0000     0.0674     0.0056 1.000 1.000
  Y3                  1.000     0.9107     0.0000     0.0566     0.0080 1.000 1.000
  Y4                  1.000     0.8293     0.0000     0.0793     0.0292 0.000 1.000
  Y5                  1.000     1.0391     0.0000     0.0867     0.0015 1.000 1.000
  Y6                  1.000     0.9515     0.0000     0.0804     0.0024 1.000 1.000

 FB         ON
  W                   1.000     1.0223     0.0000     0.0896     0.0005 1.000 1.000

 Intercepts
  Y1                  0.000    -0.0242     0.0000     0.0964     0.0006 1.000 0.000
  Y2                  0.000    -0.0087     0.0000     0.0978     0.0001 1.000 0.000
  Y3                  0.000     0.0351     0.0000     0.0937     0.0012 1.000 0.000
  Y4                  0.000     0.0133     0.0000     0.1047     0.0002 1.000 0.000
  Y5                  0.000    -0.0540     0.0000     0.1070     0.0029 1.000 0.000
  Y6                  0.000     0.1046     0.0000     0.1002     0.0109 1.000 0.000

 Residual Variances
  Y1                  0.300     0.2506     0.0000     0.0693     0.0024 1.000 1.000
  Y2                  0.300     0.3119     0.0000     0.0855     0.0001 1.000 1.000
  Y3                  0.300     0.2182     0.0000     0.0593     0.0067 1.000 1.000
  Y4                  0.300     0.3522     0.0000     0.0856     0.0027 1.000 1.000
  Y5                  0.300     0.2304     0.0000     0.0743     0.0048 1.000 1.000
  Y6                  0.300     0.3386     0.0000     0.0738     0.0015 1.000 1.000
  FB                  0.500     0.6256     0.0000     0.1138     0.0158 1.000 1.000


QUALITY OF NUMERICAL RESULTS

     Average Condition Number for the Information Matrix      0.870E-04
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR WITHIN


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              Y6            X1            X2            W
              ________      ________      ________      ________
 1                  0             0             0             0


           LAMBDA
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 Y1                 0             0             0             0             0
 Y2                 1             0             0             0             0
 Y3                 2             0             0             0             0
 Y4                 0             0             0             0             0
 Y5                 0             3             0             0             0
 Y6                 0             4             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           LAMBDA
              W
              ________
 Y1                 0
 Y2                 0
 Y3                 0
 Y4                 0
 Y5                 0
 Y6                 0
 X1                 0
 X2                 0
 W                  0


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1                 5
 Y2                 0             6
 Y3                 0             0             7
 Y4                 0             0             0             8
 Y5                 0             0             0             0             9
 Y6                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              Y6            X1            X2            W
              ________      ________      ________      ________
 Y6                10
 X1                 0             0
 X2                 0             0             0
 W                  0             0             0             0


           ALPHA
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           ALPHA
              W
              ________
 1                  0


           BETA
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 FW1                0             0             0            11            12
 FW2                0             0             0            13            14
 FB                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           BETA
              W
              ________
 FW1                0
 FW2                0
 FB                 0
 X1                 0
 X2                 0
 W                  0


           PSI
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 FW1               15
 FW2               16            17
 FB                 0             0             0
 X1                 0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              W
              ________
 W                  0


     PARAMETER SPECIFICATION FOR BETWEEN


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1                 18            19            20            21            22


           NU
              Y6            X1            X2            W
              ________      ________      ________      ________
 1                 23             0             0             0


           LAMBDA
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 Y1                 0             0             0             0             0
 Y2                 0             0            24             0             0
 Y3                 0             0            25             0             0
 Y4                 0             0            26             0             0
 Y5                 0             0            27             0             0
 Y6                 0             0            28             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           LAMBDA
              W
              ________
 Y1                 0
 Y2                 0
 Y3                 0
 Y4                 0
 Y5                 0
 Y6                 0
 X1                 0
 X2                 0
 W                  0


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1                29
 Y2                 0            30
 Y3                 0             0            31
 Y4                 0             0             0            32
 Y5                 0             0             0             0            33
 Y6                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              Y6            X1            X2            W
              ________      ________      ________      ________
 Y6                34
 X1                 0             0
 X2                 0             0             0
 W                  0             0             0             0


           ALPHA
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           ALPHA
              W
              ________
 1                  0


           BETA
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 FW1                0             0             0             0             0
 FW2                0             0             0             0             0
 FB                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           BETA
              W
              ________
 FW1                0
 FW2                0
 FB                35
 X1                 0
 X2                 0
 W                  0


           PSI
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 FW1                0
 FW2                0             0
 FB                 0             0            36
 X1                 0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              W
              ________
 W                  0


     STARTING VALUES FOR WITHIN


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              Y6            X1            X2            W
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           LAMBDA
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 Y1             1.000         0.000         0.000         0.000         0.000
 Y2             1.000         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
 Y5             0.000         1.000         0.000         0.000         0.000
 Y6             0.000         1.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         1.000         0.000
 X2             0.000         0.000         0.000         0.000         1.000
 W              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              W
              ________
 Y1             0.000
 Y2             0.000
 Y3             0.000
 Y4             0.000
 Y5             0.000
 Y6             0.000
 X1             0.000
 X2             0.000
 W              1.000


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             1.000
 Y2             0.000         1.000
 Y3             0.000         0.000         1.000
 Y4             0.000         0.000         0.000         1.000
 Y5             0.000         0.000         0.000         0.000         1.000
 Y6             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              Y6            X1            X2            W
              ________      ________      ________      ________
 Y6             1.000
 X1             0.000         0.000
 X2             0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000


           ALPHA
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           ALPHA
              W
              ________
 1              0.000


           BETA
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 FW1            0.000         0.000         0.000         0.500         0.700
 FW2            0.000         0.000         0.000         0.700         0.500
 FB             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           BETA
              W
              ________
 FW1            0.000
 FW2            0.000
 FB             0.000
 X1             0.000
 X2             0.000
 W              0.000


           PSI
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 FW1            1.000
 FW2            0.000         1.000
 FB             0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.500
 X2             0.000         0.000         0.000         0.000         0.500
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              W
              ________
 W              0.000


     STARTING VALUES FOR BETWEEN


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              Y6            X1            X2            W
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           LAMBDA
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 Y1             0.000         0.000         1.000         0.000         0.000
 Y2             0.000         0.000         1.000         0.000         0.000
 Y3             0.000         0.000         1.000         0.000         0.000
 Y4             0.000         0.000         1.000         0.000         0.000
 Y5             0.000         0.000         1.000         0.000         0.000
 Y6             0.000         0.000         1.000         0.000         0.000
 X1             0.000         0.000         0.000         1.000         0.000
 X2             0.000         0.000         0.000         0.000         1.000
 W              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              W
              ________
 Y1             0.000
 Y2             0.000
 Y3             0.000
 Y4             0.000
 Y5             0.000
 Y6             0.000
 X1             0.000
 X2             0.000
 W              1.000


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             0.300
 Y2             0.000         0.300
 Y3             0.000         0.000         0.300
 Y4             0.000         0.000         0.000         0.300
 Y5             0.000         0.000         0.000         0.000         0.300
 Y6             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              Y6            X1            X2            W
              ________      ________      ________      ________
 Y6             0.300
 X1             0.000         0.000
 X2             0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000


           ALPHA
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           ALPHA
              W
              ________
 1              0.000


           BETA
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 FW1            0.000         0.000         0.000         0.000         0.000
 FW2            0.000         0.000         0.000         0.000         0.000
 FB             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           BETA
              W
              ________
 FW1            0.000
 FW2            0.000
 FB             1.000
 X1             0.000
 X2             0.000
 W              0.000


           PSI
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 FW1            0.000
 FW2            0.000         0.000
 FB             0.000         0.000         0.500
 X1             0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              W
              ________
 W              0.500


     POPULATION VALUES FOR WITHIN


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              Y6            X1            X2            W
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           LAMBDA
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 Y1             1.000         0.000         0.000         0.000         0.000
 Y2             1.000         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
 Y5             0.000         1.000         0.000         0.000         0.000
 Y6             0.000         1.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         1.000         0.000
 X2             0.000         0.000         0.000         0.000         1.000
 W              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              W
              ________
 Y1             0.000
 Y2             0.000
 Y3             0.000
 Y4             0.000
 Y5             0.000
 Y6             0.000
 X1             0.000
 X2             0.000
 W              1.000


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             1.000
 Y2             0.000         1.000
 Y3             0.000         0.000         1.000
 Y4             0.000         0.000         0.000         1.000
 Y5             0.000         0.000         0.000         0.000         1.000
 Y6             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              Y6            X1            X2            W
              ________      ________      ________      ________
 Y6             1.000
 X1             0.000         0.000
 X2             0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000


           ALPHA
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           ALPHA
              W
              ________
 1              0.000


           BETA
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 FW1            0.000         0.000         0.000         0.500         0.700
 FW2            0.000         0.000         0.000         0.700         0.500
 FB             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           BETA
              W
              ________
 FW1            0.000
 FW2            0.000
 FB             0.000
 X1             0.000
 X2             0.000
 W              0.000


           PSI
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 FW1            1.000
 FW2            0.000         1.000
 FB             0.000         0.000         0.000
 X1             0.000         0.000         0.000         1.000
 X2             0.000         0.000         0.000         0.000         1.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              W
              ________
 W              0.000


     POPULATION VALUES FOR BETWEEN


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              Y6            X1            X2            W
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           LAMBDA
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 Y1             0.000         0.000         1.000         0.000         0.000
 Y2             0.000         0.000         1.000         0.000         0.000
 Y3             0.000         0.000         1.000         0.000         0.000
 Y4             0.000         0.000         1.000         0.000         0.000
 Y5             0.000         0.000         1.000         0.000         0.000
 Y6             0.000         0.000         1.000         0.000         0.000
 X1             0.000         0.000         0.000         1.000         0.000
 X2             0.000         0.000         0.000         0.000         1.000
 W              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              W
              ________
 Y1             0.000
 Y2             0.000
 Y3             0.000
 Y4             0.000
 Y5             0.000
 Y6             0.000
 X1             0.000
 X2             0.000
 W              1.000


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             0.300
 Y2             0.000         0.300
 Y3             0.000         0.000         0.300
 Y4             0.000         0.000         0.000         0.300
 Y5             0.000         0.000         0.000         0.000         0.300
 Y6             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              Y6            X1            X2            W
              ________      ________      ________      ________
 Y6             0.300
 X1             0.000         0.000
 X2             0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000


           ALPHA
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           ALPHA
              W
              ________
 1              0.000


           BETA
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 FW1            0.000         0.000         0.000         0.000         0.000
 FW2            0.000         0.000         0.000         0.000         0.000
 FB             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           BETA
              W
              ________
 FW1            0.000
 FW2            0.000
 FB             1.000
 X1             0.000
 X2             0.000
 W              0.000


           PSI
              FW1           FW2           FB            X1            X2
              ________      ________      ________      ________      ________
 FW1            0.000
 FW2            0.000         0.000
 FB             0.000         0.000         0.500
 X1             0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              W
              ________
 W              1.000


TECHNICAL 8 OUTPUT


   TECHNICAL 8 OUTPUT FOR REPLICATION 1


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.10396616D+05    0.0000000    0.0000000  EM
              2 -0.10372421D+05   24.1954952    0.0023272  EM
              3 -0.10371218D+05    1.2021229    0.0001159  EM
              4 -0.10370982D+05    0.2365635    0.0000228  EM
              5 -0.10370902D+05    0.0801610    0.0000077  EM
              6 -0.10370868D+05    0.0337230    0.0000033  EM
              7 -0.10370853D+05    0.0154238    0.0000015  EM
              8 -0.10370845D+05    0.0073259    0.0000007  EM
              9 -0.10370842D+05    0.0035544    0.0000003  EM
             10 -0.10370840D+05    0.0017482    0.0000002  EM
             11 -0.10370839D+05    0.0008673    0.0000001  EM
             12 -0.10370839D+05    0.0004341    0.0000000  EM
             13 -0.10370838D+05    0.0002183    0.0000000  EM
             14 -0.10370838D+05    0.0001102    0.0000000  EM
             15 -0.10370838D+05    0.0000558    0.0000000  EM
             16 -0.10370838D+05    0.0000283    0.0000000  EM


   TECHNICAL 8 OUTPUT FOR THE H1 MODEL FOR REPLICATION 1


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.11819554D+05    0.0000000    0.0000000  EM
              2 -0.10383748D+05 1435.8059799    0.1214772  EM
              3 -0.10361669D+05   22.0794570    0.0021263  EM
              4 -0.10360199D+05    1.4700407    0.0001419  EM
              5 -0.10359644D+05    0.5547613    0.0000535  EM
              6 -0.10359352D+05    0.2914098    0.0000281  EM
              7 -0.10359183D+05    0.1689732    0.0000163  EM
              8 -0.10359079D+05    0.1039437    0.0000100  EM
              9 -0.10359013D+05    0.0665527    0.0000064  EM
             10 -0.10358969D+05    0.0438549    0.0000042  EM
             11 -0.10358940D+05    0.0295260    0.0000029  EM
             12 -0.10358919D+05    0.0202104    0.0000020  EM
             13 -0.10358905D+05    0.0140152    0.0000014  EM
             14 -0.10358896D+05    0.0098209    0.0000009  EM
             15 -0.10358889D+05    0.0069403    0.0000007  EM
             16 -0.10358884D+05    0.0049389    0.0000005  EM
             17 -0.10358880D+05    0.0035349    0.0000003  EM
             18 -0.10358878D+05    0.0025422    0.0000002  EM
             19 -0.10358876D+05    0.0018357    0.0000002  EM
             20 -0.10358874D+05    0.0013300    0.0000001  EM
             21 -0.10358873D+05    0.0009664    0.0000001  EM
             22 -0.10358873D+05    0.0007039    0.0000001  EM
             23 -0.10358872D+05    0.0005138    0.0000000  EM
             24 -0.10358872D+05    0.0003756    0.0000000  EM
             25 -0.10358872D+05    0.0002751    0.0000000  EM
             26 -0.10358871D+05    0.0002017    0.0000000  EM
             27 -0.10358871D+05    0.0001480    0.0000000  EM
             28 -0.10358871D+05    0.0001087    0.0000000  EM
             29 -0.10358871D+05    0.0000800    0.0000000  EM


   TECHNICAL 8 OUTPUT FOR THE BASELINE MODEL


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.12146056D+05    0.0000000    0.0000000  EM
              2 -0.12145751D+05    0.3054927    0.0000252  EM
              3 -0.12145738D+05    0.0132351    0.0000011  EM
              4 -0.12145737D+05    0.0010744    0.0000001  EM
              5 -0.12145736D+05    0.0001009    0.0000000  EM
              6 -0.12145736D+05    0.0000098    0.0000000  EM


   TECHNICAL 8 OUTPUT FOR THE H1 MODEL FOR REPLICATION 1


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.11819554D+05    0.0000000    0.0000000  EM
              2 -0.10383748D+05 1435.8059799    0.1214772  EM
              3 -0.10361669D+05   22.0794570    0.0021263  EM
              4 -0.10360199D+05    1.4700407    0.0001419  EM
              5 -0.10359644D+05    0.5547613    0.0000535  EM
              6 -0.10359352D+05    0.2914098    0.0000281  EM
              7 -0.10359183D+05    0.1689732    0.0000163  EM
              8 -0.10359079D+05    0.1039437    0.0000100  EM
              9 -0.10359013D+05    0.0665527    0.0000064  EM
             10 -0.10358969D+05    0.0438549    0.0000042  EM
             11 -0.10358940D+05    0.0295260    0.0000029  EM
             12 -0.10358919D+05    0.0202104    0.0000020  EM
             13 -0.10358905D+05    0.0140152    0.0000014  EM
             14 -0.10358896D+05    0.0098209    0.0000009  EM
             15 -0.10358889D+05    0.0069403    0.0000007  EM
             16 -0.10358884D+05    0.0049389    0.0000005  EM
             17 -0.10358880D+05    0.0035349    0.0000003  EM
             18 -0.10358878D+05    0.0025422    0.0000002  EM
             19 -0.10358876D+05    0.0018357    0.0000002  EM
             20 -0.10358874D+05    0.0013300    0.0000001  EM
             21 -0.10358873D+05    0.0009664    0.0000001  EM
             22 -0.10358873D+05    0.0007039    0.0000001  EM
             23 -0.10358872D+05    0.0005138    0.0000000  EM
             24 -0.10358872D+05    0.0003756    0.0000000  EM
             25 -0.10358872D+05    0.0002751    0.0000000  EM
             26 -0.10358871D+05    0.0002017    0.0000000  EM
             27 -0.10358871D+05    0.0001480    0.0000000  EM
             28 -0.10358871D+05    0.0001087    0.0000000  EM
             29 -0.10358871D+05    0.0000800    0.0000000  EM


TECHNICAL 9 OUTPUT

  Error messages for each replication (if any)



SAVEDATA INFORMATION

  Order of variables

    Y1
    Y2
    Y3
    Y4
    Y5
    Y6
    X1
    X2
    W
    CLUSTER

  Save file
    ex4.5.dat

  Save file format           Free
  Save file record length    10000


     Beginning Time:  17:17:45
        Ending Time:  17:17:45
       Elapsed Time:  00:00:00



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