Mplus VERSION 7.4
MUTHEN & MUTHEN
06/02/2016  11:43 AM

INPUT INSTRUCTIONS

  title:

  	NLSY cohort 64

  	hd82-hd89 (ages 18 - 25)


  data:
  	file is big.dat;
  	format is
    2f5,f2,t14,5f7,t50,f8,t60,6f1.0,t67,2f2.0,t71,8f1.0,t79,f2.0,t82,4f2.0;


  variable:
  	names are
  		id houseid cohort
  		weight82 weight83 weight84 weight88 weight89 weight94
  		hd82 hd83 hd84 hd88 hd89 hd94
  		dep89 dep94 male black hisp es fh1 fh23 fh123 hsdrp coll
  		ed89 ed94 cd89 cd94;

      useobservations = cohort EQ 64 AND (coll GT 0 AND coll LT 20);

      usev are hd84 male black hisp es fh123 hsdrp;

      censored = hd84 (bi);

      missing are .;


  analysis:

      estimator = mlr;


  model:

      hd84 on male black hisp es fh123 hsdrp;
      hd84#1 on male black hisp es fh123 hsdrp;


  output:

  	tech1 tech8 standardized sampstat;






*** WARNING
  Data set contains cases with missing on x-variables.
  These cases were not included in the analysis.
  Number of cases with missing on x-variables:  20
*** WARNING
  Data set contains cases with missing on all variables except
  x-variables.  These cases were not included in the analysis.
  Number of cases with missing on all variables except x-variables:  19
   2 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS





NLSY cohort 64

hd82-hd89 (ages 18 - 25)

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        1153

Number of dependent variables                                    1
Number of independent variables                                  6
Number of continuous latent variables                            0

Observed dependent variables

  Censored
   HD84

Observed independent variables
   MALE        BLACK       HISP        ES          FH123       HSDRP


Estimator                                                      MLR
Information matrix                                        OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
  Maximum number of iterations                                 100
  Convergence criterion                                  0.100D-05
Optimization Specifications for the EM Algorithm
  Maximum number of iterations                                 500
  Convergence criteria
    Loglikelihood change                                 0.100D-02
    Relative loglikelihood change                        0.100D-05
    Derivative                                           0.100D-02
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-02
  Basis for M step termination                           ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-02
  Basis for M step termination                           ITERATION
  Maximum value for logit thresholds                            15
  Minimum value for logit thresholds                           -15
  Minimum expected cell size for chi-square              0.100D-01
Maximum number of iterations for H1                           2000
Convergence criterion for H1                             0.100D-03
Optimization algorithm                                         EMA
Integration Specifications
  Type                                                    STANDARD
  Number of integration points                                  15
  Dimensions of numerical integration                            0
  Adaptive quadrature                                           ON
Cholesky                                                       OFF

Input data file(s)
  big.dat
Input data format
  (2F5,F2,T14,5F7,T50,F8,T60,6F1.0,T67,2F2.0,T71,8F1.0,T79,F2.0,T82,4F2.0)


SUMMARY OF DATA



COVARIANCE COVERAGE OF DATA

Minimum covariance coverage value   0.100


SUMMARY OF CENSORED LIMITS

      HD84               0.000


SAMPLE STATISTICS


     SAMPLE STATISTICS


           Means
              MALE          BLACK         HISP          ES            FH123
              ________      ________      ________      ________      ________
 1              0.513         0.271         0.160         0.146         0.106


           Means
              HSDRP
              ________
 1              0.195


           Covariances
              MALE          BLACK         HISP          ES            FH123
              ________      ________      ________      ________      ________
 MALE           0.250
 BLACK         -0.004         0.197
 HISP           0.004        -0.043         0.135
 ES             0.015        -0.018         0.005         0.124
 FH123         -0.011        -0.009         0.003         0.004         0.095
 HSDRP          0.008        -0.004         0.018         0.005        -0.002


           Covariances
              HSDRP
              ________
 HSDRP          0.157


           Correlations
              MALE          BLACK         HISP          ES            FH123
              ________      ________      ________      ________      ________
 MALE           1.000
 BLACK         -0.019         1.000
 HISP           0.020        -0.266         1.000
 ES             0.083        -0.113         0.040         1.000
 FH123         -0.071        -0.064         0.026         0.034         1.000
 HSDRP          0.038        -0.024         0.125         0.032        -0.020


           Correlations
              HSDRP
              ________
 HSDRP          1.000


UNIVARIATE SAMPLE STATISTICS


     UNIVARIATE HIGHER-ORDER MOMENT DESCRIPTIVE STATISTICS

         Variable/         Mean/     Skewness/   Minimum/ % with                Percentiles
        Sample Size      Variance    Kurtosis    Maximum  Min/Max      20%/60%    40%/80%    Median

     MALE                  0.513      -0.050       0.000   48.74%       0.000      0.000      1.000
            1153.000       0.250      -1.997       1.000   51.26%       1.000      1.000
     BLACK                 0.271       1.033       0.000   72.94%       0.000      0.000      0.000
            1153.000       0.197      -0.934       1.000   27.06%       0.000      1.000
     HISP                  0.160       1.850       0.000   83.95%       0.000      0.000      0.000
            1153.000       0.135       1.424       1.000   16.05%       0.000      0.000
     ES                    0.146       2.008       0.000   85.43%       0.000      0.000      0.000
            1153.000       0.124       2.034       1.000   14.57%       0.000      0.000
     FH123                 0.106       2.563       0.000   89.42%       0.000      0.000      0.000
            1153.000       0.095       4.569       1.000   10.58%       0.000      0.000
     HSDRP                 0.195       1.538       0.000   80.49%       0.000      0.000      0.000
            1153.000       0.157       0.367       1.000   19.51%       0.000      0.000


THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       15

Loglikelihood

          H0 Value                       -1499.409
          H0 Scaling Correction Factor      0.9951
            for MLR

Information Criteria

          Akaike (AIC)                    3028.818
          Bayesian (BIC)                  3104.570
          Sample-Size Adjusted BIC        3056.925
            (n* = (n + 2) / 24)



MODEL RESULTS

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

 HD84       ON
    MALE               0.957      0.236      4.057      0.000
    BLACK             -1.150      0.282     -4.073      0.000
    HISP              -0.405      0.320     -1.264      0.206
    ES                 0.585      0.276      2.120      0.034
    FH123             -0.031      0.329     -0.095      0.924
    HSDRP              0.390      0.263      1.487      0.137

 HD84#1     ON
    MALE              -1.025      0.166     -6.157      0.000
    BLACK              0.962      0.208      4.621      0.000
    HISP               0.570      0.215      2.651      0.008
    ES                -0.204      0.198     -1.032      0.302
    FH123             -0.512      0.273     -1.876      0.061
    HSDRP              0.040      0.188      0.213      0.831

 Intercepts
    HD84#1             0.412      0.145      2.848      0.004
    HD84               1.567      0.189      8.290      0.000

 Residual Variances
    HD84               3.168      0.286     11.089      0.000


STANDARDIZED MODEL RESULTS


STDYX Standardization

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

 HD84       ON
    MALE               0.247      0.057      4.304      0.000
    BLACK             -0.264      0.059     -4.482      0.000
    HISP              -0.077      0.060     -1.273      0.203
    ES                 0.107      0.050      2.122      0.034
    FH123             -0.005      0.052     -0.095      0.924
    HSDRP              0.080      0.053      1.494      0.135

 HD84#1     ON
    MALE              -0.264      0.040     -6.633      0.000
    BLACK              0.220      0.045      4.850      0.000
    HISP               0.108      0.040      2.679      0.007
    ES                -0.037      0.036     -1.032      0.302
    FH123             -0.081      0.043     -1.890      0.059
    HSDRP              0.008      0.038      0.213      0.831

 Intercepts
    HD84#1             0.212      0.074      2.885      0.004
    HD84               0.808      0.119      6.803      0.000

 Residual Variances
    HD84               0.843      0.041     20.573      0.000


STDY Standardization

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

 HD84       ON
    MALE               0.494      0.114      4.319      0.000
    BLACK             -0.593      0.132     -4.499      0.000
    HISP              -0.209      0.164     -1.274      0.203
    ES                 0.302      0.142      2.124      0.034
    FH123             -0.016      0.170     -0.095      0.924
    HSDRP              0.201      0.135      1.495      0.135

 HD84#1     ON
    MALE              -0.528      0.079     -6.688      0.000
    BLACK              0.495      0.102      4.873      0.000
    HISP               0.293      0.109      2.684      0.007
    ES                -0.105      0.102     -1.032      0.302
    FH123             -0.263      0.139     -1.891      0.059
    HSDRP              0.021      0.097      0.213      0.831

 Intercepts
    HD84#1             0.212      0.074      2.885      0.004
    HD84               0.808      0.119      6.803      0.000

 Residual Variances
    HD84               0.843      0.041     20.573      0.000


STD Standardization

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

 HD84       ON
    MALE               0.957      0.236      4.057      0.000
    BLACK             -1.150      0.282     -4.073      0.000
    HISP              -0.405      0.320     -1.264      0.206
    ES                 0.585      0.276      2.120      0.034
    FH123             -0.031      0.329     -0.095      0.924
    HSDRP              0.390      0.263      1.487      0.137

 HD84#1     ON
    MALE              -1.025      0.166     -6.157      0.000
    BLACK              0.962      0.208      4.621      0.000
    HISP               0.570      0.215      2.651      0.008
    ES                -0.204      0.198     -1.032      0.302
    FH123             -0.512      0.273     -1.876      0.061
    HSDRP              0.040      0.188      0.213      0.831

 Intercepts
    HD84#1             0.412      0.145      2.848      0.004
    HD84               1.567      0.189      8.290      0.000

 Residual Variances
    HD84               3.168      0.286     11.089      0.000


R-SQUARE

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

    HD84               0.128      0.030      4.281      0.000
    HD84               0.157      0.041      3.822      0.000


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.106E-01
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION


           NU
              HD84#1        HD84          MALE          BLACK         HISP
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              ES            FH123         HSDRP
              ________      ________      ________
 1                  0             0             0


           LAMBDA
              HD84#1        HD84          MALE          BLACK         HISP
              ________      ________      ________      ________      ________
 HD84#1             0             0             0             0             0
 HD84               0             0             0             0             0
 MALE               0             0             0             0             0
 BLACK              0             0             0             0             0
 HISP               0             0             0             0             0
 ES                 0             0             0             0             0
 FH123              0             0             0             0             0
 HSDRP              0             0             0             0             0


           LAMBDA
              ES            FH123         HSDRP
              ________      ________      ________
 HD84#1             0             0             0
 HD84               0             0             0
 MALE               0             0             0
 BLACK              0             0             0
 HISP               0             0             0
 ES                 0             0             0
 FH123              0             0             0
 HSDRP              0             0             0


           THETA
              HD84#1        HD84          MALE          BLACK         HISP
              ________      ________      ________      ________      ________
 HD84#1             0
 HD84               0             0
 MALE               0             0             0
 BLACK              0             0             0             0
 HISP               0             0             0             0             0
 ES                 0             0             0             0             0
 FH123              0             0             0             0             0
 HSDRP              0             0             0             0             0


           THETA
              ES            FH123         HSDRP
              ________      ________      ________
 ES                 0
 FH123              0             0
 HSDRP              0             0             0


           ALPHA
              HD84#1        HD84          MALE          BLACK         HISP
              ________      ________      ________      ________      ________
 1                  1             2             0             0             0


           ALPHA
              ES            FH123         HSDRP
              ________      ________      ________
 1                  0             0             0


           BETA
              HD84#1        HD84          MALE          BLACK         HISP
              ________      ________      ________      ________      ________
 HD84#1             0             0             3             4             5
 HD84               0             0             9            10            11
 MALE               0             0             0             0             0
 BLACK              0             0             0             0             0
 HISP               0             0             0             0             0
 ES                 0             0             0             0             0
 FH123              0             0             0             0             0
 HSDRP              0             0             0             0             0


           BETA
              ES            FH123         HSDRP
              ________      ________      ________
 HD84#1             6             7             8
 HD84              12            13            14
 MALE               0             0             0
 BLACK              0             0             0
 HISP               0             0             0
 ES                 0             0             0
 FH123              0             0             0
 HSDRP              0             0             0


           PSI
              HD84#1        HD84          MALE          BLACK         HISP
              ________      ________      ________      ________      ________
 HD84#1             0
 HD84               0            15
 MALE               0             0             0
 BLACK              0             0             0             0
 HISP               0             0             0             0             0
 ES                 0             0             0             0             0
 FH123              0             0             0             0             0
 HSDRP              0             0             0             0             0


           PSI
              ES            FH123         HSDRP
              ________      ________      ________
 ES                 0
 FH123              0             0
 HSDRP              0             0             0


     STARTING VALUES


           NU
              HD84#1        HD84          MALE          BLACK         HISP
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              ES            FH123         HSDRP
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA
              HD84#1        HD84          MALE          BLACK         HISP
              ________      ________      ________      ________      ________
 HD84#1         1.000         0.000         0.000         0.000         0.000
 HD84           0.000         1.000         0.000         0.000         0.000
 MALE           0.000         0.000         1.000         0.000         0.000
 BLACK          0.000         0.000         0.000         1.000         0.000
 HISP           0.000         0.000         0.000         0.000         1.000
 ES             0.000         0.000         0.000         0.000         0.000
 FH123          0.000         0.000         0.000         0.000         0.000
 HSDRP          0.000         0.000         0.000         0.000         0.000


           LAMBDA
              ES            FH123         HSDRP
              ________      ________      ________
 HD84#1         0.000         0.000         0.000
 HD84           0.000         0.000         0.000
 MALE           0.000         0.000         0.000
 BLACK          0.000         0.000         0.000
 HISP           0.000         0.000         0.000
 ES             1.000         0.000         0.000
 FH123          0.000         1.000         0.000
 HSDRP          0.000         0.000         1.000


           THETA
              HD84#1        HD84          MALE          BLACK         HISP
              ________      ________      ________      ________      ________
 HD84#1         0.000
 HD84           0.000         0.000
 MALE           0.000         0.000         0.000
 BLACK          0.000         0.000         0.000         0.000
 HISP           0.000         0.000         0.000         0.000         0.000
 ES             0.000         0.000         0.000         0.000         0.000
 FH123          0.000         0.000         0.000         0.000         0.000
 HSDRP          0.000         0.000         0.000         0.000         0.000


           THETA
              ES            FH123         HSDRP
              ________      ________      ________
 ES             0.000
 FH123          0.000         0.000
 HSDRP          0.000         0.000         0.000


           ALPHA
              HD84#1        HD84          MALE          BLACK         HISP
              ________      ________      ________      ________      ________
 1              0.424         1.029         0.000         0.000         0.000


           ALPHA
              ES            FH123         HSDRP
              ________      ________      ________
 1              0.000         0.000         0.000


           BETA
              HD84#1        HD84          MALE          BLACK         HISP
              ________      ________      ________      ________      ________
 HD84#1         0.000         0.000         0.000         0.000         0.000
 HD84           0.000         0.000         0.000         0.000         0.000
 MALE           0.000         0.000         0.000         0.000         0.000
 BLACK          0.000         0.000         0.000         0.000         0.000
 HISP           0.000         0.000         0.000         0.000         0.000
 ES             0.000         0.000         0.000         0.000         0.000
 FH123          0.000         0.000         0.000         0.000         0.000
 HSDRP          0.000         0.000         0.000         0.000         0.000


           BETA
              ES            FH123         HSDRP
              ________      ________      ________
 HD84#1         0.000         0.000         0.000
 HD84           0.000         0.000         0.000
 MALE           0.000         0.000         0.000
 BLACK          0.000         0.000         0.000
 HISP           0.000         0.000         0.000
 ES             0.000         0.000         0.000
 FH123          0.000         0.000         0.000
 HSDRP          0.000         0.000         0.000


           PSI
              HD84#1        HD84          MALE          BLACK         HISP
              ________      ________      ________      ________      ________
 HD84#1         0.000
 HD84           0.000         1.272
 MALE           0.000         0.000         0.125
 BLACK          0.000         0.000         0.000         0.099
 HISP           0.000         0.000         0.000         0.000         0.067
 ES             0.000         0.000         0.000         0.000         0.000
 FH123          0.000         0.000         0.000         0.000         0.000
 HSDRP          0.000         0.000         0.000         0.000         0.000


           PSI
              ES            FH123         HSDRP
              ________      ________      ________
 ES             0.062
 FH123          0.000         0.047
 HSDRP          0.000         0.000         0.079


TECHNICAL 8 OUTPUT


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.20423926D+04    0.0000000    0.0000000  EM
              2 -0.14994474D+04  542.9452444    0.2658378  EM
              3 -0.14994092D+04    0.0382116    0.0000255  EM
              4 -0.14994092D+04    0.0000228    0.0000000  EM


DIAGRAM INFORMATION

  Use View Diagram under the Diagram menu in the Mplus Editor to view the diagram.
  If running Mplus from the Mplus Diagrammer, the diagram opens automatically.

  Diagram output
    c:\users\bengt 2013\documents\bengt\mplus runs\a book - topic 2 mplus runs\nlsy hd tobit cens-in

     Beginning Time:  11:43:58
        Ending Time:  11:43:58
       Elapsed Time:  00:00:00



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