Mplus VERSION 7.2
MUTHEN & MUTHEN
05/07/2014   2:40 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of a multiple group CFA
  	with covariates (MIMIC) with categorical
  	factor indicators and a threshold
  	structure
  DATA:	FILE IS ex5.16.dat;
  VARIABLE:	NAMES ARE u1-u6 x1-x3 g;
  	CATEGORICAL ARE u1-u6;
  	GROUPING IS g (1=male 2=female);
  MODEL:	f1 BY u1-u3;
  	f2 BY u4-u6;
  	f1 f2 ON x1-x3;
  MODEL female:
  	f1 BY u3;
  	[u3$1];
  	{u3@1};



INPUT READING TERMINATED NORMALLY



this is an example of a multiple group CFA
with covariates (MIMIC) with categorical
factor indicators and a threshold
structure

SUMMARY OF ANALYSIS

Number of groups                                                 2
Number of observations
   Group MALE                                                 1000
   Group FEMALE                                               1200
   Total sample size                                          2200

Number of dependent variables                                    6
Number of independent variables                                  3
Number of continuous latent variables                            2

Observed dependent variables

  Binary and ordered categorical (ordinal)
   U1          U2          U3          U4          U5          U6

Observed independent variables
   X1          X2          X3

Continuous latent variables
   F1          F2

Variables with special functions

  Grouping variable     G

Estimator                                                    WLSMV
Maximum number of iterations                                  1000
Convergence criterion                                    0.500D-04
Maximum number of steepest descent iterations                   20
Parameterization                                             DELTA

Input data file(s)
  ex5.16.dat

Input data format  FREE


UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

  Group MALE
    U1
      Category 1    0.260      260.000
      Category 2    0.740      740.000
    U2
      Category 1    0.354      354.000
      Category 2    0.646      646.000
    U3
      Category 1    0.432      432.000
      Category 2    0.568      568.000
    U4
      Category 1    0.495      495.000
      Category 2    0.505      505.000
    U5
      Category 1    0.547      547.000
      Category 2    0.453      453.000
    U6
      Category 1    0.631      631.000
      Category 2    0.369      369.000

  Group FEMALE
    U1
      Category 1    0.271      325.000
      Category 2    0.729      875.000
    U2
      Category 1    0.382      458.000
      Category 2    0.618      742.000
    U3
      Category 1    0.692      831.000
      Category 2    0.308      369.000
    U4
      Category 1    0.512      614.000
      Category 2    0.488      586.000
    U5
      Category 1    0.571      685.000
      Category 2    0.429      515.000
    U6
      Category 1    0.638      766.000
      Category 2    0.362      434.000



THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       37

Chi-Square Test of Model Fit

          Value                             33.718*
          Degrees of Freedom                    41
          P-Value                           0.7830

Chi-Square Contribution From Each Group

          MALE                              16.002
          FEMALE                            17.717

*   The chi-square value for MLM, MLMV, MLR, ULSMV, WLSM and WLSMV cannot be used
    for chi-square difference testing in the regular way.  MLM, MLR and WLSM
    chi-square difference testing is described on the Mplus website.  MLMV, WLSMV,
    and ULSMV difference testing is done using the DIFFTEST option.

RMSEA (Root Mean Square Error Of Approximation)

          Estimate                           0.000
          90 Percent C.I.                    0.000  0.014
          Probability RMSEA <= .05           1.000

CFI/TLI

          CFI                                1.000
          TLI                                1.002

Chi-Square Test of Model Fit for the Baseline Model

          Value                           6573.773
          Degrees of Freedom                    66
          P-Value                           0.0000

WRMR (Weighted Root Mean Square Residual)

          Value                              0.740



MODEL RESULTS

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

Group MALE

 F1       BY
    U1                 1.000      0.000    999.000    999.000
    U2                 0.957      0.049     19.609      0.000
    U3                 0.978      0.049     20.074      0.000

 F2       BY
    U4                 1.000      0.000    999.000    999.000
    U5                 1.002      0.044     22.888      0.000
    U6                 0.991      0.045     22.037      0.000

 F1       ON
    X1                 0.499      0.044     11.288      0.000
    X2                 0.550      0.045     12.308      0.000
    X3                 0.671      0.046     14.497      0.000

 F2       ON
    X1                 0.644      0.045     14.262      0.000
    X2                 0.619      0.043     14.241      0.000
    X3                 0.450      0.041     10.903      0.000

 F2       WITH
    F1                 0.005      0.043      0.117      0.907

 Intercepts
    F1                 0.000      0.000    999.000    999.000
    F2                 0.000      0.000    999.000    999.000

 Thresholds
    U1$1              -0.905      0.057    -15.937      0.000
    U2$1              -0.536      0.052    -10.361      0.000
    U3$1              -0.230      0.047     -4.920      0.000
    U4$1              -0.013      0.045     -0.295      0.768
    U5$1               0.198      0.042      4.669      0.000
    U6$1               0.499      0.049     10.286      0.000

 Residual Variances
    F1                 0.741      0.051     14.570      0.000
    F2                 0.691      0.044     15.554      0.000

 Scales
    U1                 1.000      0.000    999.000    999.000
    U2                 1.000      0.000    999.000    999.000
    U3                 1.000      0.000    999.000    999.000
    U4                 1.000      0.000    999.000    999.000
    U5                 1.000      0.000    999.000    999.000
    U6                 1.000      0.000    999.000    999.000

Group FEMALE

 F1       BY
    U1                 1.000      0.000    999.000    999.000
    U2                 0.957      0.049     19.609      0.000
    U3                 0.777      0.166      4.678      0.000

 F2       BY
    U4                 1.000      0.000    999.000    999.000
    U5                 1.002      0.044     22.888      0.000
    U6                 0.991      0.045     22.037      0.000

 F1       ON
    X1                 0.397      0.086      4.613      0.000
    X2                 0.471      0.100      4.700      0.000
    X3                 0.522      0.111      4.720      0.000

 F2       ON
    X1                 0.780      0.121      6.446      0.000
    X2                 0.648      0.103      6.273      0.000
    X3                 0.530      0.087      6.063      0.000

 F2       WITH
    F1                -0.039      0.036     -1.077      0.281

 Intercepts
    F1                -0.171      0.128     -1.339      0.181
    F2                -0.035      0.064     -0.545      0.586

 Thresholds
    U1$1              -0.905      0.057    -15.937      0.000
    U2$1              -0.536      0.052    -10.361      0.000
    U3$1               0.430      0.129      3.330      0.001
    U4$1              -0.013      0.045     -0.295      0.768
    U5$1               0.198      0.042      4.669      0.000
    U6$1               0.499      0.049     10.286      0.000

 Residual Variances
    F1                 0.410      0.172      2.384      0.017
    F2                 0.830      0.251      3.306      0.001

 Scales
    U1                 1.348      0.275      4.899      0.000
    U2                 1.355      0.302      4.483      0.000
    U3                 1.000      0.000    999.000    999.000
    U4                 0.939      0.142      6.636      0.000
    U5                 0.931      0.142      6.579      0.000
    U6                 0.917      0.133      6.874      0.000


R-SQUARE

Group MALE

    Observed                   Residual
    Variable        Estimate   Variance

    U1                 0.877      0.259
    U2                 0.840      0.321
    U3                 0.858      0.292
    U4                 0.852      0.309
    U5                 0.854      0.307
    U6                 0.845      0.321

     Latent
    Variable        Estimate

    F1                 0.598
    F2                 0.612

Group FEMALE

    Observed                   Residual
    Variable        Estimate   Variance

    U1                 0.889      0.140
    U2                 0.859      0.169
    U3                 0.474      0.753
    U4                 0.882      0.304
    U5                 0.877      0.320
    U6                 0.857      0.374

     Latent
    Variable        Estimate

    F1                 0.636
    F2                 0.636


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.256E-03
       (ratio of smallest to largest eigenvalue)


     Beginning Time:  14:40:39
        Ending Time:  14:40:40
       Elapsed Time:  00:00:01



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