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

INPUT INSTRUCTIONS

  TITLE:	this is an example of modeling with data
  		not missing at random (NMAR) using a
  		pattern-mixture model
  DATA:		FILE = ex11.4.dat;
  VARIABLE:	NAMES = z1-z5 y0 y1-y5;
  		USEVARIABLES = y0-y5 d1-d5;
  		MISSING = ALL (999);
  DATA MISSING:
  		NAMES = y0-y5;
  		TYPE = DDROPOUT;
  		BINARY = d1-d5;
  MODEL:	i s | y0@0 y1@1 y2@2 y3@3 y4@4 y5@5;
  		i ON d1-d5;
  		s ON d3-d5;
  		s ON d1 (1);
  		s ON d2 (1);
  OUTPUT:	TECH1;



INPUT READING TERMINATED NORMALLY



this is an example of modeling with data
not missing at random (NMAR) using a
pattern-mixture model

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        1000

Number of dependent variables                                    6
Number of independent variables                                  5
Number of continuous latent variables                            2

Observed dependent variables

  Continuous
   Y0          Y1          Y2          Y3          Y4          Y5

Observed independent variables
   D1          D2          D3          D4          D5

Continuous latent variables
   I           S


Estimator                                                       ML
Information matrix                                        OBSERVED
Maximum number of iterations                                  1000
Convergence criterion                                    0.500D-04
Maximum number of steepest descent iterations                   20
Maximum number of iterations for H1                           2000
Convergence criterion for H1                             0.100D-03

Input data file(s)
  ex11.4.dat

Input data format  FREE


SUMMARY OF DATA

     Number of missing data patterns            32


COVARIANCE COVERAGE OF DATA

Minimum covariance coverage value   0.100


     PROPORTION OF DATA PRESENT


           Covariance Coverage
              Y0            Y1            Y2            Y3            Y4
              ________      ________      ________      ________      ________
 Y0             1.000
 Y1             0.736         0.736
 Y2             0.693         0.535         0.693
 Y3             0.615         0.491         0.469         0.615
 Y4             0.724         0.562         0.555         0.516         0.724
 Y5             0.687         0.541         0.530         0.501         0.573
 D1             1.000         0.736         0.693         0.615         0.724
 D2             1.000         0.736         0.693         0.615         0.724
 D3             1.000         0.736         0.693         0.615         0.724
 D4             1.000         0.736         0.693         0.615         0.724
 D5             1.000         0.736         0.693         0.615         0.724


           Covariance Coverage
              Y5            D1            D2            D3            D4
              ________      ________      ________      ________      ________
 Y5             0.687
 D1             0.687         1.000
 D2             0.687         1.000         1.000
 D3             0.687         1.000         1.000         1.000
 D4             0.687         1.000         1.000         1.000         1.000
 D5             0.687         1.000         1.000         1.000         1.000


           Covariance Coverage
              D5
              ________
 D5             1.000



THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       20

Loglikelihood

          H0 Value                       -5454.840
          H1 Value                       -5439.295

Information Criteria

          Akaike (AIC)                   10949.679
          Bayesian (BIC)                 11047.835
          Sample-Size Adjusted BIC       10984.313
            (n* = (n + 2) / 24)

Chi-Square Test of Model Fit

          Value                             31.090
          Degrees of Freedom                    37
          P-Value                           0.7418

RMSEA (Root Mean Square Error Of Approximation)

          Estimate                           0.000
          90 Percent C.I.                    0.000  0.017
          Probability RMSEA <= .05           1.000

CFI/TLI

          CFI                                1.000
          TLI                                1.003

Chi-Square Test of Model Fit for the Baseline Model

          Value                           2249.197
          Degrees of Freedom                    45
          P-Value                           0.0000

SRMR (Standardized Root Mean Square Residual)

          Value                              0.141



MODEL RESULTS

                                                    Two-Tailed
                    Estimate       S.E.  Est./S.E.    P-Value

 I        |
    Y0                 1.000      0.000    999.000    999.000
    Y1                 1.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 1.000      0.000    999.000    999.000
    Y4                 1.000      0.000    999.000    999.000
    Y5                 1.000      0.000    999.000    999.000

 S        |
    Y0                 0.000      0.000    999.000    999.000
    Y1                 1.000      0.000    999.000    999.000
    Y2                 2.000      0.000    999.000    999.000
    Y3                 3.000      0.000    999.000    999.000
    Y4                 4.000      0.000    999.000    999.000
    Y5                 5.000      0.000    999.000    999.000

 I        ON
    D1                 0.543      0.145      3.754      0.000
    D2                 0.309      0.140      2.213      0.027
    D3                 0.509      0.109      4.650      0.000
    D4                 0.123      0.119      1.033      0.302
    D5                 0.211      0.063      3.335      0.001

 S        ON
    D3                 0.375      0.072      5.220      0.000
    D4                 0.328      0.062      5.295      0.000
    D5                 0.234      0.031      7.555      0.000
    D1                 0.421      0.156      2.695      0.007
    D2                 0.421      0.156      2.695      0.007

 S        WITH
    I                 -0.017      0.008     -1.970      0.049

 Intercepts
    Y0                 0.000      0.000    999.000    999.000
    Y1                 0.000      0.000    999.000    999.000
    Y2                 0.000      0.000    999.000    999.000
    Y3                 0.000      0.000    999.000    999.000
    Y4                 0.000      0.000    999.000    999.000
    Y5                 0.000      0.000    999.000    999.000
    I                  1.903      0.026     74.416      0.000
    S                 -1.123      0.012    -92.386      0.000

 Residual Variances
    Y0                 0.465      0.030     15.513      0.000
    Y1                 0.350      0.023     15.257      0.000
    Y2                 0.328      0.022     15.084      0.000
    Y3                 0.255      0.021     12.290      0.000
    Y4                 0.447      0.034     13.101      0.000
    Y5                 0.424      0.044      9.700      0.000
    I                  0.207      0.023      8.935      0.000
    S                  0.075      0.005     14.610      0.000


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.397E-03
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION


           NU
              Y0            Y1            Y2            Y3            Y4
              ________      ________      ________      ________      ________
      1           0             0             0             0             0


           NU
              Y5            D1            D2            D3            D4
              ________      ________      ________      ________      ________
      1           0             0             0             0             0


           NU
              D5
              ________
      1           0


           LAMBDA
              I             S             D1            D2            D3
              ________      ________      ________      ________      ________
 Y0                 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
 Y5                 0             0             0             0             0
 D1                 0             0             0             0             0
 D2                 0             0             0             0             0
 D3                 0             0             0             0             0
 D4                 0             0             0             0             0
 D5                 0             0             0             0             0


           LAMBDA
              D4            D5
              ________      ________
 Y0                 0             0
 Y1                 0             0
 Y2                 0             0
 Y3                 0             0
 Y4                 0             0
 Y5                 0             0
 D1                 0             0
 D2                 0             0
 D3                 0             0
 D4                 0             0
 D5                 0             0


           THETA
              Y0            Y1            Y2            Y3            Y4
              ________      ________      ________      ________      ________
 Y0                 1
 Y1                 0             2
 Y2                 0             0             3
 Y3                 0             0             0             4
 Y4                 0             0             0             0             5
 Y5                 0             0             0             0             0
 D1                 0             0             0             0             0
 D2                 0             0             0             0             0
 D3                 0             0             0             0             0
 D4                 0             0             0             0             0
 D5                 0             0             0             0             0


           THETA
              Y5            D1            D2            D3            D4
              ________      ________      ________      ________      ________
 Y5                 6
 D1                 0             0
 D2                 0             0             0
 D3                 0             0             0             0
 D4                 0             0             0             0             0
 D5                 0             0             0             0             0


           THETA
              D5
              ________
 D5                 0


           ALPHA
              I             S             D1            D2            D3
              ________      ________      ________      ________      ________
      1           7             8             0             0             0


           ALPHA
              D4            D5
              ________      ________
      1           0             0


           BETA
              I             S             D1            D2            D3
              ________      ________      ________      ________      ________
 I                  0             0             9            10            11
 S                  0             0            14            14            15
 D1                 0             0             0             0             0
 D2                 0             0             0             0             0
 D3                 0             0             0             0             0
 D4                 0             0             0             0             0
 D5                 0             0             0             0             0


           BETA
              D4            D5
              ________      ________
 I                 12            13
 S                 16            17
 D1                 0             0
 D2                 0             0
 D3                 0             0
 D4                 0             0
 D5                 0             0


           PSI
              I             S             D1            D2            D3
              ________      ________      ________      ________      ________
 I                 18
 S                 19            20
 D1                 0             0             0
 D2                 0             0             0             0
 D3                 0             0             0             0             0
 D4                 0             0             0             0             0
 D5                 0             0             0             0             0


           PSI
              D4            D5
              ________      ________
 D4                 0
 D5                 0             0


     STARTING VALUES


           NU
              Y0            Y1            Y2            Y3            Y4
              ________      ________      ________      ________      ________
      1         0.000         0.000         0.000         0.000         0.000


           NU
              Y5            D1            D2            D3            D4
              ________      ________      ________      ________      ________
      1         0.000         0.000         0.000         0.000         0.000


           NU
              D5
              ________
      1         0.000


           LAMBDA
              I             S             D1            D2            D3
              ________      ________      ________      ________      ________
 Y0             1.000         0.000         0.000         0.000         0.000
 Y1             1.000         1.000         0.000         0.000         0.000
 Y2             1.000         2.000         0.000         0.000         0.000
 Y3             1.000         3.000         0.000         0.000         0.000
 Y4             1.000         4.000         0.000         0.000         0.000
 Y5             1.000         5.000         0.000         0.000         0.000
 D1             0.000         0.000         1.000         0.000         0.000
 D2             0.000         0.000         0.000         1.000         0.000
 D3             0.000         0.000         0.000         0.000         1.000
 D4             0.000         0.000         0.000         0.000         0.000
 D5             0.000         0.000         0.000         0.000         0.000


           LAMBDA
              D4            D5
              ________      ________
 Y0             0.000         0.000
 Y1             0.000         0.000
 Y2             0.000         0.000
 Y3             0.000         0.000
 Y4             0.000         0.000
 Y5             0.000         0.000
 D1             0.000         0.000
 D2             0.000         0.000
 D3             0.000         0.000
 D4             1.000         0.000
 D5             0.000         1.000


           THETA
              Y0            Y1            Y2            Y3            Y4
              ________      ________      ________      ________      ________
 Y0             0.346
 Y1             0.000         0.324
 Y2             0.000         0.000         0.484
 Y3             0.000         0.000         0.000         0.584
 Y4             0.000         0.000         0.000         0.000         0.985
 Y5             0.000         0.000         0.000         0.000         0.000
 D1             0.000         0.000         0.000         0.000         0.000
 D2             0.000         0.000         0.000         0.000         0.000
 D3             0.000         0.000         0.000         0.000         0.000
 D4             0.000         0.000         0.000         0.000         0.000
 D5             0.000         0.000         0.000         0.000         0.000


           THETA
              Y5            D1            D2            D3            D4
              ________      ________      ________      ________      ________
 Y5             1.191
 D1             0.000         0.000
 D2             0.000         0.000         0.000
 D3             0.000         0.000         0.000         0.000
 D4             0.000         0.000         0.000         0.000         0.000
 D5             0.000         0.000         0.000         0.000         0.000


           THETA
              D5
              ________
 D5             0.000


           ALPHA
              I             S             D1            D2            D3
              ________      ________      ________      ________      ________
      1         2.084        -0.942         0.033         0.035         0.054


           ALPHA
              D4            D5
              ________      ________
      1         0.040         0.151


           BETA
              I             S             D1            D2            D3
              ________      ________      ________      ________      ________
 I              0.000         0.000         0.000         0.000         0.000
 S              0.000         0.000         0.000         0.000         0.000
 D1             0.000         0.000         0.000         0.000         0.000
 D2             0.000         0.000         0.000         0.000         0.000
 D3             0.000         0.000         0.000         0.000         0.000
 D4             0.000         0.000         0.000         0.000         0.000
 D5             0.000         0.000         0.000         0.000         0.000


           BETA
              D4            D5
              ________      ________
 I              0.000         0.000
 S              0.000         0.000
 D1             0.000         0.000
 D2             0.000         0.000
 D3             0.000         0.000
 D4             0.000         0.000
 D5             0.000         0.000


           PSI
              I             S             D1            D2            D3
              ________      ________      ________      ________      ________
 I              0.530
 S              0.000         0.232
 D1             0.000         0.000         0.032
 D2             0.000         0.000        -0.001         0.034
 D3             0.000         0.000        -0.002        -0.002         0.051
 D4             0.000         0.000        -0.001        -0.001        -0.002
 D5             0.000         0.000        -0.005        -0.005        -0.008


           PSI
              D4            D5
              ________      ________
 D4             0.038
 D5            -0.006         0.128


     Beginning Time:  17:42:55
        Ending Time:  17:42:55
       Elapsed Time:  00:00:00



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