Mplus VERSION 7.2
MUTHEN & MUTHEN
05/07/2014   2:25 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of a two-level mixture
  	regression for a continuous dependent variable with
          between-level categorical latent class indicators
          for a between-level categorical latent variable
  DATA:	FILE = ex10.3.dat;
  VARIABLE:	NAMES ARE u1-u6 y x1 x2 w dummy clus;
  	USEVARIABLES = u1-w;
  	CATEGORICAL = u1-u6; CLASSES = cb(2);
  	WITHIN = x1 x2;
  	BETWEEN = cb w u1-u6;
  	CLUSTER = clus;
  ANALYSIS:	TYPE = TWOLEVEL MIXTURE;
  	PROCESSORS = 2;
  MODEL:
  	%WITHIN%
  	%OVERALL%
  	y ON x1 x2;
  	%BETWEEN%
  	%OVERALL%
  	cb ON w;
  	y ON w;
  OUTPUT:	TECH1 TECH8;	




INPUT READING TERMINATED NORMALLY



this is an example of a two-level mixture
regression for a continuous dependent variable with
between-level categorical latent class indicators
for a between-level categorical latent variable

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        1000

Number of dependent variables                                    7
Number of independent variables                                  3
Number of continuous latent variables                            0
Number of categorical latent variables                           1

Observed dependent variables

  Continuous
   Y

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

Observed independent variables
   X1          X2          W

Categorical latent variables
   CB

Variables with special functions

  Cluster variable      CLUS

  Within variables
   X1          X2

  Between variables
   U1          U2          U3          U4          U5          U6
   W


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
Optimization algorithm                                         EMA
Integration Specifications
  Type                                                    STANDARD
  Number of integration points                                  15
  Dimensions of numerical integration                            1
  Adaptive quadrature                                           ON
Random Starts Specifications
  Number of initial stage random starts                         20
  Number of final stage optimizations                            4
  Number of initial stage iterations                            10
  Initial stage convergence criterion                    0.100D+01
  Random starts scale                                    0.500D+01
  Random seed for generating random starts                       0
Link                                                         LOGIT
Cholesky                                                       OFF

Input data file(s)
  ex10.3.dat
Input data format  FREE


SUMMARY OF DATA

     Number of clusters                        110



UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    U1
      Category 1    0.518       57.000
      Category 2    0.482       53.000
    U2
      Category 1    0.518       57.000
      Category 2    0.482       53.000
    U3
      Category 1    0.627       69.000
      Category 2    0.373       41.000
    U4
      Category 1    0.509       56.000
      Category 2    0.491       54.000
    U5
      Category 1    0.455       50.000
      Category 2    0.545       60.000
    U6
      Category 1    0.500       55.000
      Category 2    0.500       55.000


RANDOM STARTS RESULTS RANKED FROM THE BEST TO THE WORST LOGLIKELIHOOD VALUES

Final stage loglikelihood values at local maxima, seeds, and initial stage start numbers:

           -1944.220  76974            16
           -1944.220  462953           7
           -1944.222  939021           8
           -1988.223  68985            17



THE BEST LOGLIKELIHOOD VALUE HAS BEEN REPLICATED.  RERUN WITH AT LEAST TWICE THE
RANDOM STARTS TO CHECK THAT THE BEST LOGLIKELIHOOD IS STILL OBTAINED AND REPLICATED.


THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       21

Loglikelihood

          H0 Value                       -1944.220
          H0 Scaling Correction Factor      1.0332
            for MLR

Information Criteria

          Akaike (AIC)                    3930.440
          Bayesian (BIC)                  4033.503
          Sample-Size Adjusted BIC        3966.806
            (n* = (n + 2) / 24)



FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS
BASED ON ESTIMATED POSTERIOR PROBABILITIES

    Latent
   Classes

       1        432.25177          0.43225
       2        567.74823          0.56775


CLASSIFICATION QUALITY

     Entropy                         0.795


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP

Class Counts and Proportions

    Latent
   Classes

       1              425          0.42500
       2              575          0.57500


Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)

           1        2

    1   0.948    0.052
    2   0.051    0.949


Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)

           1        2

    1   0.932    0.068
    2   0.039    0.961


Logits for the Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)

              1        2

    1      2.622    0.000
    2     -3.210    0.000


MODEL RESULTS

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

Within Level

Latent Class 1

 Y          ON
    X1                 1.958      0.033     59.963      0.000
    X2                 0.976      0.034     28.808      0.000

 Residual Variances
    Y                  1.008      0.045     22.194      0.000

Latent Class 2

 Y          ON
    X1                 1.958      0.033     59.963      0.000
    X2                 0.976      0.034     28.808      0.000

 Residual Variances
    Y                  1.008      0.045     22.194      0.000

Between Level

Latent Class 1

 Y          ON
    W                  0.718      0.127      5.648      0.000

 Intercepts
    Y                  0.903      0.242      3.723      0.000

 Thresholds
    U1$1               1.513      0.584      2.590      0.010
    U2$1               1.263      0.404      3.128      0.002
    U3$1               1.940      0.511      3.796      0.000
    U4$1              -0.650      0.328     -1.979      0.048
    U5$1              -1.120      0.386     -2.905      0.004
    U6$1              -0.979      0.355     -2.754      0.006

 Residual Variances
    Y                  0.497      0.111      4.456      0.000

Latent Class 2

 Y          ON
    W                  0.718      0.127      5.648      0.000

 Intercepts
    Y                  2.164      0.113     19.113      0.000

 Thresholds
    U1$1              -0.960      0.316     -3.038      0.002
    U2$1              -0.805      0.372     -2.166      0.030
    U3$1              -0.285      0.306     -0.929      0.353
    U4$1               0.585      0.334      1.752      0.080
    U5$1               0.496      0.369      1.344      0.179
    U6$1               0.762      0.380      2.003      0.045

 Residual Variances
    Y                  0.497      0.111      4.456      0.000

Categorical Latent Variables

Within Level

Between Level

 CB#1       ON
    W                 -1.432      0.541     -2.649      0.008

 Intercepts
    CB#1              -0.383      0.447     -0.858      0.391


ALTERNATIVE PARAMETERIZATIONS FOR THE CATEGORICAL LATENT VARIABLE REGRESSION

Parameterization using Reference Class 1

 CB#2     ON
    W                  1.432      0.541      2.649      0.008

 Intercepts
    CB#2               0.383      0.447      0.858      0.391


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.275E-02
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS 1


           NU
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U6            Y             X1            X2            W
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           LAMBDA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 U1                 0             0             0             0             0
 U2                 0             0             0             0             0
 U3                 0             0             0             0             0
 U4                 0             0             0             0             0
 U5                 0             0             0             0             0
 U6                 0             0             0             0             0
 Y                  0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 U1                 0
 U2                 0             0
 U3                 0             0             0
 U4                 0             0             0             0
 U5                 0             0             0             0             0
 U6                 0             0             0             0             0
 Y                  0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U6            Y             X1            X2            W
              ________      ________      ________      ________      ________
 U6                 0
 Y                  0             0
 X1                 0             0             0
 X2                 0             0             0             0
 W                  0             0             0             0             0


           ALPHA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           BETA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 Y                  0             0             1             2             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 CB#1               0
 Y                  0             3
 X1                 0             0             0
 X2                 0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS 2


           NU
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U6            Y             X1            X2            W
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           LAMBDA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 U1                 0             0             0             0             0
 U2                 0             0             0             0             0
 U3                 0             0             0             0             0
 U4                 0             0             0             0             0
 U5                 0             0             0             0             0
 U6                 0             0             0             0             0
 Y                  0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 U1                 0
 U2                 0             0
 U3                 0             0             0
 U4                 0             0             0             0
 U5                 0             0             0             0             0
 U6                 0             0             0             0             0
 Y                  0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U6            Y             X1            X2            W
              ________      ________      ________      ________      ________
 U6                 0
 Y                  0             0
 X1                 0             0             0
 X2                 0             0             0             0
 W                  0             0             0             0             0


           ALPHA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           BETA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 Y                  0             0             1             2             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 CB#1               0
 Y                  0             3
 X1                 0             0             0
 X2                 0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS 1


           NU
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U6            Y             X1            X2            W
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           LAMBDA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 U1                 0             0             0             0             0
 U2                 0             0             0             0             0
 U3                 0             0             0             0             0
 U4                 0             0             0             0             0
 U5                 0             0             0             0             0
 U6                 0             0             0             0             0
 Y                  0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 U1                 0
 U2                 0             0
 U3                 0             0             0
 U4                 0             0             0             0
 U5                 0             0             0             0             0
 U6                 0             0             0             0             0
 Y                  0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U6            Y             X1            X2            W
              ________      ________      ________      ________      ________
 U6                 0
 Y                  0             0
 X1                 0             0             0
 X2                 0             0             0             0
 W                  0             0             0             0             0


           ALPHA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 1                  0             4             0             0             0


           BETA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 Y                  0             0             0             0             5
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 CB#1               0
 Y                  0             6
 X1                 0             0             0
 X2                 0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS 2


           NU
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U6            Y             X1            X2            W
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           LAMBDA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 U1                 0             0             0             0             0
 U2                 0             0             0             0             0
 U3                 0             0             0             0             0
 U4                 0             0             0             0             0
 U5                 0             0             0             0             0
 U6                 0             0             0             0             0
 Y                  0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 U1                 0
 U2                 0             0
 U3                 0             0             0
 U4                 0             0             0             0
 U5                 0             0             0             0             0
 U6                 0             0             0             0             0
 Y                  0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U6            Y             X1            X2            W
              ________      ________      ________      ________      ________
 U6                 0
 Y                  0             0
 X1                 0             0             0
 X2                 0             0             0             0
 W                  0             0             0             0             0


           ALPHA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 1                  0             7             0             0             0


           BETA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 Y                  0             0             0             0             5
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 CB#1               0
 Y                  0             6
 X1                 0             0             0
 X2                 0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART (WITHIN)


           TAU(U) FOR LATENT CLASS 1
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           TAU(U) FOR LATENT CLASS 1
              U6$1
              ________
 1                  0


           TAU(U) FOR LATENT CLASS 2
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           TAU(U) FOR LATENT CLASS 2
              U6$1
              ________
 1                  0


     PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART (BETWEEN)


           TAU(U) FOR LATENT CLASS 1
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1                  8             9            10            11            12


           TAU(U) FOR LATENT CLASS 1
              U6$1
              ________
 1                 13


           TAU(U) FOR LATENT CLASS 2
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1                 14            15            16            17            18


           TAU(U) FOR LATENT CLASS 2
              U6$1
              ________
 1                 19


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART (WITHIN)


           ALPHA(C)
              CB#1          CB#2
              ________      ________
 1                  0             0


           GAMMA(C)
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 CB#2               0             0             0             0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART (BETWEEN)


           ALPHA(C)
              CB#1          CB#2
              ________      ________
 1                 20             0


           GAMMA(C)
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0            21
 CB#2               0             0             0             0             0


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS 1


           NU
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U6            Y             X1            X2            W
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 U1             0.000         0.000         0.000         0.000         0.000
 U2             0.000         0.000         0.000         0.000         0.000
 U3             0.000         0.000         0.000         0.000         0.000
 U4             0.000         0.000         0.000         0.000         0.000
 U5             0.000         0.000         0.000         0.000         0.000
 U6             0.000         0.000         0.000         0.000         0.000
 Y              0.000         1.000         0.000         0.000         0.000
 X1             0.000         0.000         1.000         0.000         0.000
 X2             0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 U1             0.000
 U2             0.000         0.000
 U3             0.000         0.000         0.000
 U4             0.000         0.000         0.000         0.000
 U5             0.000         0.000         0.000         0.000         0.000
 U6             0.000         0.000         0.000         0.000         0.000
 Y              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
              U6            Y             X1            X2            W
              ________      ________      ________      ________      ________
 U6             0.000
 Y              0.000         0.000
 X1             0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           ALPHA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           BETA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 Y              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


           PSI
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 CB#1           0.000
 Y              0.000         3.859
 X1             0.000         0.000         0.504
 X2             0.000         0.000         0.000         0.480
 W              0.000         0.000         0.000         0.000         0.000


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS 2


           NU
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U6            Y             X1            X2            W
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 U1             0.000         0.000         0.000         0.000         0.000
 U2             0.000         0.000         0.000         0.000         0.000
 U3             0.000         0.000         0.000         0.000         0.000
 U4             0.000         0.000         0.000         0.000         0.000
 U5             0.000         0.000         0.000         0.000         0.000
 U6             0.000         0.000         0.000         0.000         0.000
 Y              0.000         1.000         0.000         0.000         0.000
 X1             0.000         0.000         1.000         0.000         0.000
 X2             0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 U1             0.000
 U2             0.000         0.000
 U3             0.000         0.000         0.000
 U4             0.000         0.000         0.000         0.000
 U5             0.000         0.000         0.000         0.000         0.000
 U6             0.000         0.000         0.000         0.000         0.000
 Y              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
              U6            Y             X1            X2            W
              ________      ________      ________      ________      ________
 U6             0.000
 Y              0.000         0.000
 X1             0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           ALPHA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           BETA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 Y              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


           PSI
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 CB#1           0.000
 Y              0.000         3.859
 X1             0.000         0.000         0.504
 X2             0.000         0.000         0.000         0.480
 W              0.000         0.000         0.000         0.000         0.000


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS 1


           NU
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U6            Y             X1            X2            W
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 U1             0.000         0.000         0.000         0.000         0.000
 U2             0.000         0.000         0.000         0.000         0.000
 U3             0.000         0.000         0.000         0.000         0.000
 U4             0.000         0.000         0.000         0.000         0.000
 U5             0.000         0.000         0.000         0.000         0.000
 U6             0.000         0.000         0.000         0.000         0.000
 Y              0.000         1.000         0.000         0.000         0.000
 X1             0.000         0.000         1.000         0.000         0.000
 X2             0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 U1             1.000
 U2             0.000         1.000
 U3             0.000         0.000         1.000
 U4             0.000         0.000         0.000         1.000
 U5             0.000         0.000         0.000         0.000         1.000
 U6             0.000         0.000         0.000         0.000         0.000
 Y              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
              U6            Y             X1            X2            W
              ________      ________      ________      ________      ________
 U6             1.000
 Y              0.000         0.000
 X1             0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           ALPHA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 1              0.000        -1.291         0.000         0.000         0.000


           BETA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 Y              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


           PSI
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 CB#1           0.000
 Y              0.000         3.859
 X1             0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.471


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS 2


           NU
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U6            Y             X1            X2            W
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 U1             0.000         0.000         0.000         0.000         0.000
 U2             0.000         0.000         0.000         0.000         0.000
 U3             0.000         0.000         0.000         0.000         0.000
 U4             0.000         0.000         0.000         0.000         0.000
 U5             0.000         0.000         0.000         0.000         0.000
 U6             0.000         0.000         0.000         0.000         0.000
 Y              0.000         1.000         0.000         0.000         0.000
 X1             0.000         0.000         1.000         0.000         0.000
 X2             0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 U1             1.000
 U2             0.000         1.000
 U3             0.000         0.000         1.000
 U4             0.000         0.000         0.000         1.000
 U5             0.000         0.000         0.000         0.000         1.000
 U6             0.000         0.000         0.000         0.000         0.000
 Y              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
              U6            Y             X1            X2            W
              ________      ________      ________      ________      ________
 U6             1.000
 Y              0.000         0.000
 X1             0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           ALPHA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 1              0.000         4.265         0.000         0.000         0.000


           BETA
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 Y              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


           PSI
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 CB#1           0.000
 Y              0.000         3.859
 X1             0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.471


     STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART (WITHIN)


           TAU(U) FOR LATENT CLASS 1
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           TAU(U) FOR LATENT CLASS 1
              U6$1
              ________
 1              0.000


           TAU(U) FOR LATENT CLASS 2
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           TAU(U) FOR LATENT CLASS 2
              U6$1
              ________
 1              0.000


     STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART (BETWEEN)


           TAU(U) FOR LATENT CLASS 1
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1             -0.927        -0.927        -0.479        -0.964        -1.182


           TAU(U) FOR LATENT CLASS 1
              U6$1
              ________
 1             -1.000


           TAU(U) FOR LATENT CLASS 2
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1              1.073         1.073         1.521         1.036         0.818


           TAU(U) FOR LATENT CLASS 2
              U6$1
              ________
 1              1.000


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART (WITHIN)


           ALPHA(C)
              CB#1          CB#2
              ________      ________
 1              0.000         0.000


           GAMMA(C)
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 CB#2           0.000         0.000         0.000         0.000         0.000


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART (BETWEEN)


           ALPHA(C)
              CB#1          CB#2
              ________      ________
 1              0.000         0.000


           GAMMA(C)
              CB#1          Y             X1            X2            W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 CB#2           0.000         0.000         0.000         0.000         0.000


TECHNICAL 8 OUTPUT


  INITIAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.29517169D+04    0.0000000    0.0000000    498.170   501.830    EM
     2 -0.21566311D+04  795.0857154    0.2693638    501.352   498.648    EM
     3 -0.20644506D+04   92.1805809    0.0427429    499.811   500.189    EM
     4 -0.20318971D+04   32.5534378    0.0157686    495.918   504.082    EM
     5 -0.20220288D+04    9.8683251    0.0048567    478.189   521.811    EM
     6 -0.20188821D+04    3.1466938    0.0015562    464.950   535.050    EM
     7 -0.20216797D+04   -2.7976438   -0.0013857    467.777   532.223    EM
     8 -0.20136428D+04    8.0369498    0.0039754    454.055   545.945    EM
     9 -0.20112580D+04    2.3847925    0.0011843    439.534   560.466    EM
    10 -0.20092120D+04    2.0459764    0.0010173    431.745   568.255    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.47089582D+04    0.0000000    0.0000000    304.867   695.133    EM
     2 -0.23969681D+04 2311.9900511    0.4909770    277.556   722.444    EM
     3 -0.22035253D+04  193.4428659    0.0807031    234.673   765.327    EM
     4 -0.20842392D+04  119.2860452    0.0541342    206.858   793.142    EM
     5 -0.20451586D+04   39.0806656    0.0187506    188.215   811.785    EM
     6 -0.20279138D+04   17.2447601    0.0084320    182.944   817.056    EM
     7 -0.20227466D+04    5.1671880    0.0025480    176.452   823.548    EM
     8 -0.20199168D+04    2.8298475    0.0013990    174.434   825.566    EM
     9 -0.20166719D+04    3.2448902    0.0016064    169.692   830.308    EM
    10 -0.20142731D+04    2.3988228    0.0011895    177.251   822.749    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.65385499D+04    0.0000000    0.0000000    400.956   599.044    EM
     2 -0.24278551D+04 4110.6948093    0.6286860    428.176   571.824    EM
     3 -0.21224937D+04  305.3613701    0.1257741    450.132   549.868    EM
     4 -0.20833251D+04   39.1686794    0.0184541    441.958   558.042    EM
     5 -0.20769376D+04    6.3874190    0.0030660    434.410   565.590    EM
     6 -0.20805038D+04   -3.5662135   -0.0017171    453.814   546.186    EM
     7 -0.20755917D+04    4.9121957    0.0023611    435.127   564.873    EM
     8 -0.20755812D+04    0.0104726    0.0000050    436.684   563.316    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.40755919D+04    0.0000000    0.0000000    827.278   172.722    EM
     2 -0.24698047D+04 1605.7871607    0.3940010    764.583   235.417    EM
     3 -0.21950675D+04  274.7372216    0.1112384    806.960   193.040    EM
     4 -0.21396515D+04   55.4159941    0.0252457    822.452   177.548    EM
     5 -0.21259452D+04   13.7063043    0.0064059    822.578   177.422    EM
     6 -0.21264876D+04   -0.5424282   -0.0002551    824.384   175.616    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.29959211D+04    0.0000000    0.0000000    449.967   550.033    EM
     2 -0.21065620D+04  889.3591425    0.2968567    373.446   626.554    EM
     3 -0.20447484D+04   61.8135297    0.0293433    317.786   682.214    EM
     4 -0.20372723D+04    7.4761181    0.0036563    284.129   715.871    EM
     5 -0.20306110D+04    6.6612818    0.0032697    245.744   754.256    EM
     6 -0.20239066D+04    6.7044824    0.0033017    220.593   779.407    EM
     7 -0.20190828D+04    4.8237643    0.0023834    192.669   807.331    EM
     8 -0.20171375D+04    1.9452795    0.0009634    177.935   822.065    EM
     9 -0.20131907D+04    3.9468003    0.0019566    160.200   839.800    EM
    10 -0.20087187D+04    4.4720467    0.0022214    155.670   844.330    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.41578722D+04    0.0000000    0.0000000    983.633    16.367    EM
     2 -0.22724375D+04 1885.4346819    0.4534614    979.527    20.473    EM
     3 -0.21271024D+04  145.3351189    0.0639556    998.621     1.379    EM
     4 -0.21247443D+04    2.3581186    0.0011086    990.374     9.626    EM
     5 -0.21161271D+04    8.6172511    0.0040557    985.000    15.000    EM
     6 -0.21156259D+04    0.5011698    0.0002368    985.523    14.477    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.85079814D+04    0.0000000    0.0000000    583.594   416.406    EM
     2 -0.25200563D+04 5987.9250839    0.7038009    554.549   445.451    EM
     3 -0.20884725D+04  431.5838229    0.1712596    539.082   460.918    EM
     4 -0.20111122D+04   77.3602814    0.0370416    532.375   467.625    EM
     5 -0.20045460D+04    6.5662027    0.0032650    531.700   468.300    EM
     6 -0.20005887D+04    3.9572542    0.0019741    535.323   464.677    EM
     7 -0.19975672D+04    3.0215800    0.0015103    540.198   459.802    EM
     8 -0.19944917D+04    3.0754414    0.0015396    546.291   453.709    EM
     9 -0.19917404D+04    2.7513333    0.0013795    549.950   450.050    EM
    10 -0.19900610D+04    1.6793625    0.0008432    553.158   446.842    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.58427686D+04    0.0000000    0.0000000    524.099   475.901    EM
     2 -0.23475730D+04 3495.1956269    0.5982088    414.224   585.776    EM
     3 -0.20824394D+04  265.1335853    0.1129394    280.058   719.942    EM
     4 -0.20305778D+04   51.8616190    0.0249043    212.454   787.546    EM
     5 -0.20074099D+04   23.1679086    0.0114095    155.831   844.169    EM
     6 -0.19877281D+04   19.6817962    0.0098046    126.487   873.513    EM
     7 -0.19813443D+04    6.3837529    0.0032116    127.425   872.575    EM
     8 -0.19757586D+04    5.5857260    0.0028192    138.217   861.783    EM
     9 -0.19726939D+04    3.0646838    0.0015511    151.937   848.063    EM
    10 -0.19699817D+04    2.7122197    0.0013749    168.069   831.931    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.41862396D+04    0.0000000    0.0000000    780.374   219.626    EM
     2 -0.21793968D+04 2006.8427933    0.4793903    836.335   163.665    EM
     3 -0.20211560D+04  158.2407385    0.0726076    864.768   135.232    EM
     4 -0.20066678D+04   14.4882799    0.0071683    872.229   127.771    EM
     5 -0.19995091D+04    7.1586652    0.0035674    865.846   134.154    EM
     6 -0.19935630D+04    5.9460496    0.0029738    855.290   144.710    EM
     7 -0.19888847D+04    4.6783343    0.0023467    843.792   156.208    EM
     8 -0.19854773D+04    3.4074591    0.0017133    833.934   166.066    EM
     9 -0.19829822D+04    2.4950265    0.0012566    824.877   175.123    EM
    10 -0.19810158D+04    1.9664664    0.0009917    817.241   182.759    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.75109245D+04    0.0000000    0.0000000    655.391   344.609    EM
     2 -0.25324741D+04 4978.4503921    0.6628279    660.659   339.341    EM
     3 -0.21591401D+04  373.3340092    0.1474187    669.462   330.538    EM
     4 -0.21161775D+04   42.9625646    0.0198980    644.714   355.286    EM
     5 -0.21001150D+04   16.0625767    0.0075904    670.484   329.516    EM
     6 -0.21055747D+04   -5.4597301   -0.0025997    683.013   316.987    EM
     7 -0.20993982D+04    6.1764618    0.0029334    667.792   332.208    EM
     8 -0.20918346D+04    7.5636121    0.0036028    680.451   319.549    EM
     9 -0.20904418D+04    1.3928031    0.0006658    683.831   316.169    EM
    10 -0.20905349D+04   -0.0931088   -0.0000445    667.767   332.233    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.30733568D+04    0.0000000    0.0000000    815.580   184.420    EM
     2 -0.23165335D+04  756.8232908    0.2462530    812.196   187.804    EM
     3 -0.22174312D+04   99.1022961    0.0427804    782.771   217.229    EM
     4 -0.21784836D+04   38.9476128    0.0175643    800.089   199.911    EM
     5 -0.21796163D+04   -1.1326864   -0.0005199    800.293   199.707    EM
     6 -0.21842863D+04   -4.6700173   -0.0021426    802.431   197.569    EM
     7 -0.21862572D+04   -1.9708685   -0.0009023    797.480   202.520    EM
     8 -0.21800341D+04    6.2231058    0.0028465    802.719   197.281    EM
     9 -0.21863138D+04   -6.2797065   -0.0028806    810.230   189.770    EM
    10 -0.21781975D+04    8.1163389    0.0037123    814.369   185.631    EM


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7




  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.58427686D+04    0.0000000    0.0000000    524.099   475.901    EM
     2 -0.23475730D+04 3495.1956269    0.5982088    414.224   585.776    EM
     3 -0.20824394D+04  265.1335853    0.1129394    280.058   719.942    EM
     4 -0.20305778D+04   51.8616190    0.0249043    212.454   787.546    EM
     5 -0.20074099D+04   23.1679086    0.0114095    155.831   844.169    EM
     6 -0.19877281D+04   19.6817962    0.0098046    126.487   873.513    EM
     7 -0.19813443D+04    6.3837529    0.0032116    127.425   872.575    EM
     8 -0.19757586D+04    5.5857260    0.0028192    138.217   861.783    EM
     9 -0.19726939D+04    3.0646838    0.0015511    151.937   848.063    EM
    10 -0.19699817D+04    2.7122197    0.0013749    168.069   831.931    EM
    11 -0.19667719D+04    3.2097829    0.0016293    191.990   808.010    EM
    12 -0.19639169D+04    2.8550333    0.0014516    213.078   786.922    EM
    13 -0.19619077D+04    2.0091430    0.0010230    230.005   769.995    EM
    14 -0.19601681D+04    1.7396204    0.0008867    244.413   755.587    EM
    15 -0.19587308D+04    1.4373405    0.0007333    256.529   743.471    EM
    16 -0.19575521D+04    1.1786890    0.0006018    267.231   732.769    EM
    17 -0.19564744D+04    1.0776325    0.0005505    277.410   722.590    EM
    18 -0.19554596D+04    1.0148745    0.0005187    286.553   713.447    EM
    19 -0.19545822D+04    0.8773226    0.0004487    294.087   705.913    EM
    20 -0.19538829D+04    0.6993734    0.0003578    300.123   699.877    EM
    21 -0.19533238D+04    0.5590852    0.0002861    305.088   694.912    EM
    22 -0.19528658D+04    0.4580133    0.0002345    309.257   690.743    EM
    23 -0.19524835D+04    0.3823111    0.0001958    312.819   687.181    EM
    24 -0.19521566D+04    0.3268461    0.0001674    315.981   684.019    EM
    25 -0.19518586D+04    0.2980126    0.0001527    319.071   680.929    EM
    26 -0.19515327D+04    0.3258610    0.0001669    322.811   677.189    EM
    27 -0.19510476D+04    0.4851776    0.0002486    328.829   671.171    EM
    28 -0.19501791D+04    0.8684489    0.0004451    339.510   660.490    EM
    29 -0.19487904D+04    1.3887549    0.0007121    355.425   644.575    EM
    30 -0.19472812D+04    1.5092052    0.0007744    372.127   627.873    EM
    31 -0.19462216D+04    1.0596067    0.0005441    385.272   614.728    EM
    32 -0.19456260D+04    0.5955551    0.0003060    394.430   605.570    EM
    33 -0.19452648D+04    0.3612399    0.0001857    400.741   599.259    EM
    34 -0.19450165D+04    0.2482199    0.0001276    405.242   594.758    EM
    35 -0.19448329D+04    0.1836772    0.0000944    408.624   591.376    EM
    36 -0.19446931D+04    0.1397243    0.0000718    411.298   588.702    EM
    37 -0.19445859D+04    0.1072056    0.0000551    413.498   586.502    EM
    38 -0.19442987D+04    0.2872565    0.0001477    428.058   571.942    FS
    39 -0.19442349D+04    0.0637296    0.0000328    428.536   571.464    EM
    40 -0.19442270D+04    0.0079880    0.0000041    428.930   571.070    EM
    41 -0.19442237D+04    0.0032364    0.0000017    429.193   570.807    EM
    42 -0.19442219D+04    0.0017876    0.0000009    429.368   570.632    EM
    43 -0.19442208D+04    0.0011617    0.0000006    429.488   570.512    EM
    44 -0.19442199D+04    0.0008472    0.0000004    429.577   570.423    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8




  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.41862396D+04    0.0000000    0.0000000    780.374   219.626    EM
     2 -0.21793968D+04 2006.8427933    0.4793903    836.335   163.665    EM
     3 -0.20211560D+04  158.2407385    0.0726076    864.768   135.232    EM
     4 -0.20066678D+04   14.4882799    0.0071683    872.229   127.771    EM
     5 -0.19995091D+04    7.1586652    0.0035674    865.846   134.154    EM
     6 -0.19935630D+04    5.9460496    0.0029738    855.290   144.710    EM
     7 -0.19888847D+04    4.6783343    0.0023467    843.792   156.208    EM
     8 -0.19854773D+04    3.4074591    0.0017133    833.934   166.066    EM
     9 -0.19829822D+04    2.4950265    0.0012566    824.877   175.123    EM
    10 -0.19810158D+04    1.9664664    0.0009917    817.241   182.759    EM
    11 -0.19792733D+04    1.7424276    0.0008796    809.837   190.163    EM
    12 -0.19776897D+04    1.5836184    0.0008001    802.354   197.646    EM
    13 -0.19762468D+04    1.4429473    0.0007296    794.745   205.255    EM
    14 -0.19749328D+04    1.3139423    0.0006649    787.051   212.949    EM
    15 -0.19737321D+04    1.2007506    0.0006080    779.271   220.729    EM
    16 -0.19726218D+04    1.1102440    0.0005625    771.274   228.726    EM
    17 -0.19715737D+04    1.0481392    0.0005313    762.778   237.222    EM
    18 -0.19705560D+04    1.0176784    0.0005162    753.393   246.607    EM
    19 -0.19695362D+04    1.0197946    0.0005175    742.705   257.295    EM
    20 -0.19684848D+04    1.0514425    0.0005339    730.389   269.611    EM
    21 -0.19673815D+04    1.1033234    0.0005605    716.324   283.676    EM
    22 -0.19662189D+04    1.1625451    0.0005909    700.608   299.392    EM
    23 -0.19649982D+04    1.2206766    0.0006208    683.459   316.541    EM
    24 -0.19637193D+04    1.2788970    0.0006508    665.090   334.910    EM
    25 -0.19623755D+04    1.3438678    0.0006843    645.676   354.324    EM
    26 -0.19609564D+04    1.4190243    0.0007231    625.413   374.587    EM
    27 -0.19594598D+04    1.4966650    0.0007632    604.667   395.333    EM
    28 -0.19579061D+04    1.5536420    0.0007929    584.081   415.919    EM
    29 -0.19563492D+04    1.5569555    0.0007952    564.543   435.457    EM
    30 -0.19548650D+04    1.4841582    0.0007586    546.945   453.055    EM
    31 -0.19535209D+04    1.3441672    0.0006876    531.881   468.119    EM
    32 -0.19523487D+04    1.1721695    0.0006000    519.512   480.488    EM
    33 -0.19513459D+04    1.0027458    0.0005136    509.653   490.347    EM
    34 -0.19504927D+04    0.8532391    0.0004373    501.949   498.051    EM
    35 -0.19497658D+04    0.7268574    0.0003727    496.014   503.986    EM
    36 -0.19491448D+04    0.6210497    0.0003185    491.501   508.499    EM
    37 -0.19478629D+04    1.2818905    0.0006577    469.795   530.205    FS
    38 -0.19475970D+04    0.2659321    0.0001365    514.379   485.621    FS
    39 -0.19472681D+04    0.3288561    0.0001689    482.364   517.636    FS
    40 -0.19457415D+04    1.5266430    0.0007840    494.199   505.801    EM
    41 -0.19454254D+04    0.3160462    0.0001624    501.936   498.064    EM
    42 -0.19452332D+04    0.1921775    0.0000988    507.817   492.183    EM
    43 -0.19450945D+04    0.1387228    0.0000713    512.576   487.424    EM
    44 -0.19449881D+04    0.1063858    0.0000547    516.582   483.418    EM
    45 -0.19449035D+04    0.0845955    0.0000435    520.053   479.947    EM
    46 -0.19448344D+04    0.0690956    0.0000355    523.124   476.876    EM
    47 -0.19447768D+04    0.0576677    0.0000297    525.888   474.112    EM
    48 -0.19447278D+04    0.0490258    0.0000252    528.410   471.590    EM
    49 -0.19446854D+04    0.0423674    0.0000218    530.734   469.266    EM
    50 -0.19446482D+04    0.0371613    0.0000191    532.893   467.107    EM
    51 -0.19446152D+04    0.0330366    0.0000170    534.912   465.088    EM
    52 -0.19445855D+04    0.0297262    0.0000153    536.807   463.193    EM
    53 -0.19445584D+04    0.0270320    0.0000139    538.593   461.407    EM
    54 -0.19445336D+04    0.0248044    0.0000128    540.279   459.721    EM
    55 -0.19445107D+04    0.0229307    0.0000118    541.874   458.126    EM
    56 -0.19444894D+04    0.0213245    0.0000110    543.384   456.616    EM
    57 -0.19444695D+04    0.0199200    0.0000102    544.814   455.186    EM
    58 -0.19444508D+04    0.0186675    0.0000096    546.169   453.831    EM
    59 -0.19444333D+04    0.0175293    0.0000090    547.453   452.547    EM
    60 -0.19444168D+04    0.0164775    0.0000085    548.669   451.331    EM
    61 -0.19444013D+04    0.0154916    0.0000080    549.820   450.180    EM
    62 -0.19443867D+04    0.0145570    0.0000075    550.910   449.090    EM
    63 -0.19443731D+04    0.0136638    0.0000070    551.941   448.059    EM
    64 -0.19443603D+04    0.0128058    0.0000066    552.916   447.084    EM
    65 -0.19443483D+04    0.0119795    0.0000062    553.837   446.163    EM
    66 -0.19443371D+04    0.0111832    0.0000058    554.708   445.292    EM
    67 -0.19443267D+04    0.0104170    0.0000054    555.530   444.470    EM
    68 -0.19443170D+04    0.0096813    0.0000050    556.306   443.694    EM
    69 -0.19442725D+04    0.0445318    0.0000229    562.162   437.838    QN
    70 -0.19442425D+04    0.0299487    0.0000154    562.531   437.469    EM
    71 -0.19442377D+04    0.0047758    0.0000025    563.062   436.938    EM
    72 -0.19442348D+04    0.0029886    0.0000015    563.562   436.438    EM
    73 -0.19442324D+04    0.0023556    0.0000012    563.999   436.001    EM
    74 -0.19442304D+04    0.0019985    0.0000010    564.381   435.619    EM
    75 -0.19442287D+04    0.0017464    0.0000009    564.716   435.284    EM
    76 -0.19442271D+04    0.0015455    0.0000008    565.016   434.984    EM
    77 -0.19442257D+04    0.0013746    0.0000007    565.287   434.713    EM
    78 -0.19442245D+04    0.0012251    0.0000006    565.534   434.466    EM
    79 -0.19442234D+04    0.0010931    0.0000006    565.761   434.239    EM
    80 -0.19442224D+04    0.0009755    0.0000005    565.971   434.029    EM


     Beginning Time:  14:25:03
        Ending Time:  14:25:05
       Elapsed Time:  00:00:02



MUTHEN & MUTHEN
3463 Stoner Ave.
Los Angeles, CA  90066

Tel: (310) 391-9971
Fax: (310) 391-8971
Web: www.StatModel.com
Support: Support@StatModel.com

Copyright (c) 1998-2014 Muthen & Muthen

Back to examples