Mplus VERSION 8.8
MUTHEN & MUTHEN
04/19/2022  10:57 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



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

     Y                     1.487      -0.080      -9.293    0.10%      -0.866      0.810      1.531
            1000.000       7.718       0.106      10.374    0.10%       2.257      3.885
     X1                   -0.024      -0.022      -3.006    0.10%      -0.887     -0.320     -0.036
            1000.000       1.008      -0.185       3.145    0.10%       0.237      0.860
     X2                   -0.055      -0.036      -3.111    0.10%      -0.903     -0.306     -0.051
            1000.000       0.961      -0.141       2.811    0.10%       0.206      0.780
     W                    -0.084      -0.367      -2.894    0.91%      -0.853     -0.241     -0.033
             110.000       0.947       0.046       1.927    0.91%       0.174      0.720

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 CLASSES
BASED ON ESTIMATED POSTERIOR PROBABILITIES

    Latent
   Classes

       1        432.25177          0.43225
       2        567.74823          0.56775


FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP

Class Counts and Proportions

    Latent
   Classes

       1              425          0.42500
       2              575          0.57500


CLASSIFICATION QUALITY

     Entropy                         0.795


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     -2.648      0.008

 Intercepts
    CB#1              -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)


RESULTS IN PROBABILITY SCALE

                    Estimate

Within Level

Between Level

Latent Class 1

 U1
    Category 1         0.819
    Category 2         0.181
 U2
    Category 1         0.780
    Category 2         0.220
 U3
    Category 1         0.874
    Category 2         0.126
 U4
    Category 1         0.343
    Category 2         0.657
 U5
    Category 1         0.246
    Category 2         0.754
 U6
    Category 1         0.273
    Category 2         0.727

Latent Class 2

 U1
    Category 1         0.277
    Category 2         0.723
 U2
    Category 1         0.309
    Category 2         0.691
 U3
    Category 1         0.429
    Category 2         0.571
 U4
    Category 1         0.642
    Category 2         0.358
 U5
    Category 1         0.622
    Category 2         0.378
 U6
    Category 1         0.682
    Category 2         0.318


ALTERNATIVE PARAMETERIZATIONS FOR THE CATEGORICAL LATENT VARIABLE REGRESSION

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

Parameterization using Reference Class 1

 CB#2     ON
    W                  1.432      0.541      2.648      0.008

 Intercepts
    CB#2               0.383      0.447      0.858      0.391


ODDS RATIO FOR THE ALTERNATIVE PARAMETERIZATIONS FOR THE CATEGORICAL LATENT VARIABLE REGRESSION

                                                95% C.I.
                    Estimate       S.E.  Lower 2.5% Upper 2.5%

Parameterization using Reference Class 1

 CB#2     ON
    W                  4.186      2.263      1.451     12.079


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS 1


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


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


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


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


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


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


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


           TAU(U) FOR LATENT CLASS 2
              U6$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
              ________      ________      ________      ________      ________
                    8             9            10            11            12


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


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


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


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART (WITHIN)


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


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


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


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


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


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


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


           TAU(U) FOR LATENT CLASS 2
              U6$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
              ________      ________      ________      ________      ________
               -0.927        -0.927        -0.479        -0.964        -1.182


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


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


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


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART (WITHIN)


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


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.29517169D+04    0.0000000    0.0000000  EM
              2 -0.21566311D+04  795.0857154    0.2693638  EM
              3 -0.20644506D+04   92.1805809    0.0427429  EM
              4 -0.20318971D+04   32.5534378    0.0157686  EM
              5 -0.20220288D+04    9.8683251    0.0048567  EM
              6 -0.20188821D+04    3.1466938    0.0015562  EM
              7 -0.20216797D+04   -2.7976438   -0.0013857  EM
              8 -0.20136428D+04    8.0369498    0.0039754  EM
              9 -0.20112580D+04    2.3847925    0.0011843  EM
             10 -0.20092120D+04    2.0459764    0.0010173  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.47089582D+04    0.0000000    0.0000000  EM
              2 -0.23969681D+04 2311.9900511    0.4909770  EM
              3 -0.22035253D+04  193.4428659    0.0807031  EM
              4 -0.20842392D+04  119.2860452    0.0541342  EM
              5 -0.20451586D+04   39.0806656    0.0187506  EM
              6 -0.20279138D+04   17.2447601    0.0084320  EM
              7 -0.20227466D+04    5.1671880    0.0025480  EM
              8 -0.20199168D+04    2.8298475    0.0013990  EM
              9 -0.20166719D+04    3.2448901    0.0016064  EM
             10 -0.20142731D+04    2.3988228    0.0011895  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.65385499D+04    0.0000000    0.0000000  EM
              2 -0.24278551D+04 4110.6948093    0.6286860  EM
              3 -0.21224937D+04  305.3613701    0.1257741  EM
              4 -0.20833251D+04   39.1686794    0.0184541  EM
              5 -0.20769376D+04    6.3874190    0.0030660  EM
              6 -0.20805038D+04   -3.5662135   -0.0017171  EM
              7 -0.20755917D+04    4.9121956    0.0023611  EM
              8 -0.20755812D+04    0.0104725    0.0000050  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.40755919D+04    0.0000000    0.0000000  EM
              2 -0.24698047D+04 1605.7871607    0.3940010  EM
              3 -0.21950675D+04  274.7372216    0.1112384  EM
              4 -0.21396515D+04   55.4160482    0.0252457  EM
              5 -0.21259454D+04   13.7060207    0.0064057  EM
              6 -0.21264890D+04   -0.5435822   -0.0002557  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.29959211D+04    0.0000000    0.0000000  EM
              2 -0.21065620D+04  889.3591425    0.2968567  EM
              3 -0.20447484D+04   61.8135297    0.0293433  EM
              4 -0.20372723D+04    7.4761181    0.0036563  EM
              5 -0.20306110D+04    6.6612818    0.0032697  EM
              6 -0.20239066D+04    6.7044824    0.0033017  EM
              7 -0.20190828D+04    4.8237643    0.0023834  EM
              8 -0.20171375D+04    1.9452795    0.0009634  EM
              9 -0.20131907D+04    3.9468003    0.0019566  EM
             10 -0.20087187D+04    4.4720464    0.0022214  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.41578722D+04    0.0000000    0.0000000  EM
              2 -0.22724375D+04 1885.4346819    0.4534614  EM
              3 -0.21271024D+04  145.3351189    0.0639556  EM
              4 -0.21247443D+04    2.3581186    0.0011086  EM
              5 -0.21161271D+04    8.6172511    0.0040557  EM
              6 -0.21156259D+04    0.5011698    0.0002368  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.85079814D+04    0.0000000    0.0000000  EM
              2 -0.25200563D+04 5987.9250839    0.7038009  EM
              3 -0.20884725D+04  431.5838229    0.1712596  EM
              4 -0.20111122D+04   77.3602814    0.0370416  EM
              5 -0.20045460D+04    6.5662027    0.0032650  EM
              6 -0.20005887D+04    3.9572542    0.0019741  EM
              7 -0.19975672D+04    3.0215800    0.0015103  EM
              8 -0.19944917D+04    3.0754414    0.0015396  EM
              9 -0.19917404D+04    2.7513333    0.0013795  EM
             10 -0.19900610D+04    1.6793625    0.0008432  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.58427686D+04    0.0000000    0.0000000  EM
              2 -0.23475730D+04 3495.1956269    0.5982088  EM
              3 -0.20824394D+04  265.1335853    0.1129394  EM
              4 -0.20305778D+04   51.8616190    0.0249043  EM
              5 -0.20074099D+04   23.1679086    0.0114095  EM
              6 -0.19877281D+04   19.6817962    0.0098046  EM
              7 -0.19813443D+04    6.3837529    0.0032116  EM
              8 -0.19757586D+04    5.5857260    0.0028192  EM
              9 -0.19726939D+04    3.0646838    0.0015511  EM
             10 -0.19699817D+04    2.7122197    0.0013749  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.41862396D+04    0.0000000    0.0000000  EM
              2 -0.21793968D+04 2006.8427933    0.4793903  EM
              3 -0.20211560D+04  158.2407385    0.0726076  EM
              4 -0.20066678D+04   14.4882799    0.0071683  EM
              5 -0.19995091D+04    7.1586652    0.0035674  EM
              6 -0.19935630D+04    5.9460496    0.0029738  EM
              7 -0.19888847D+04    4.6783343    0.0023467  EM
              8 -0.19854773D+04    3.4074591    0.0017133  EM
              9 -0.19829822D+04    2.4950265    0.0012566  EM
             10 -0.19810158D+04    1.9664664    0.0009917  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.75109245D+04    0.0000000    0.0000000  EM
              2 -0.25324741D+04 4978.4503921    0.6628279  EM
              3 -0.21591401D+04  373.3340092    0.1474187  EM
              4 -0.21161775D+04   42.9625646    0.0198980  EM
              5 -0.21001150D+04   16.0625766    0.0075904  EM
              6 -0.21055747D+04   -5.4597299   -0.0025997  EM
              7 -0.20993982D+04    6.1764793    0.0029334  EM
              8 -0.20918346D+04    7.5636409    0.0036028  EM
              9 -0.20904410D+04    1.3935695    0.0006662  EM
             10 -0.20905347D+04   -0.0937368   -0.0000448  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.30733568D+04    0.0000000    0.0000000  EM
              2 -0.23165335D+04  756.8232908    0.2462530  EM
              3 -0.22174312D+04   99.1022961    0.0427804  EM
              4 -0.21784836D+04   38.9476128    0.0175643  EM
              5 -0.21796163D+04   -1.1326868   -0.0005199  EM
              6 -0.21842863D+04   -4.6700200   -0.0021426  EM
              7 -0.21862572D+04   -1.9708747   -0.0009023  EM
              8 -0.21800341D+04    6.2231139    0.0028465  EM
              9 -0.21863183D+04   -6.2841756   -0.0028826  EM
             10 -0.21781734D+04    8.1448236    0.0037254  EM


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7




   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.58427686D+04    0.0000000    0.0000000  EM
              2 -0.23475730D+04 3495.1956269    0.5982088  EM
              3 -0.20824394D+04  265.1335853    0.1129394  EM
              4 -0.20305778D+04   51.8616190    0.0249043  EM
              5 -0.20074099D+04   23.1679086    0.0114095  EM
              6 -0.19877281D+04   19.6817962    0.0098046  EM
              7 -0.19813443D+04    6.3837529    0.0032116  EM
              8 -0.19757586D+04    5.5857260    0.0028192  EM
              9 -0.19726939D+04    3.0646838    0.0015511  EM
             10 -0.19699817D+04    2.7122197    0.0013749  EM
             11 -0.19667719D+04    3.2097829    0.0016293  EM
             12 -0.19639169D+04    2.8550333    0.0014516  EM
             13 -0.19619077D+04    2.0091430    0.0010230  EM
             14 -0.19601681D+04    1.7396204    0.0008867  EM
             15 -0.19587308D+04    1.4373405    0.0007333  EM
             16 -0.19575521D+04    1.1786890    0.0006018  EM
             17 -0.19564744D+04    1.0776325    0.0005505  EM
             18 -0.19554596D+04    1.0148745    0.0005187  EM
             19 -0.19545822D+04    0.8773226    0.0004487  EM
             20 -0.19538829D+04    0.6993734    0.0003578  EM
             21 -0.19533238D+04    0.5590852    0.0002861  EM
             22 -0.19528658D+04    0.4580133    0.0002345  EM
             23 -0.19524835D+04    0.3823111    0.0001958  EM
             24 -0.19521566D+04    0.3268461    0.0001674  EM
             25 -0.19518586D+04    0.2980126    0.0001527  EM
             26 -0.19515327D+04    0.3258610    0.0001669  EM
             27 -0.19510476D+04    0.4851776    0.0002486  EM
             28 -0.19501791D+04    0.8684489    0.0004451  EM
             29 -0.19487904D+04    1.3887549    0.0007121  EM
             30 -0.19472812D+04    1.5092052    0.0007744  EM
             31 -0.19462216D+04    1.0596067    0.0005441  EM
             32 -0.19456260D+04    0.5955551    0.0003060  EM
             33 -0.19452648D+04    0.3612399    0.0001857  EM
             34 -0.19450165D+04    0.2482199    0.0001276  EM
             35 -0.19448329D+04    0.1836772    0.0000944  EM
             36 -0.19446931D+04    0.1397243    0.0000718  EM
             37 -0.19445859D+04    0.1072056    0.0000551  EM
             38 -0.19442987D+04    0.2872565    0.0001477  FS
             39 -0.19442349D+04    0.0637296    0.0000328  EM
             40 -0.19442270D+04    0.0079880    0.0000041  EM
             41 -0.19442237D+04    0.0032364    0.0000017  EM
             42 -0.19442219D+04    0.0017876    0.0000009  EM
             43 -0.19442208D+04    0.0011617    0.0000006  EM
             44 -0.19442199D+04    0.0008472    0.0000004  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8




   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.41862396D+04    0.0000000    0.0000000  EM
              2 -0.21793968D+04 2006.8427933    0.4793903  EM
              3 -0.20211560D+04  158.2407385    0.0726076  EM
              4 -0.20066678D+04   14.4882799    0.0071683  EM
              5 -0.19995091D+04    7.1586652    0.0035674  EM
              6 -0.19935630D+04    5.9460496    0.0029738  EM
              7 -0.19888847D+04    4.6783343    0.0023467  EM
              8 -0.19854773D+04    3.4074591    0.0017133  EM
              9 -0.19829822D+04    2.4950265    0.0012566  EM
             10 -0.19810158D+04    1.9664664    0.0009917  EM
             11 -0.19792733D+04    1.7424276    0.0008796  EM
             12 -0.19776897D+04    1.5836184    0.0008001  EM
             13 -0.19762468D+04    1.4429473    0.0007296  EM
             14 -0.19749328D+04    1.3139423    0.0006649  EM
             15 -0.19737321D+04    1.2007506    0.0006080  EM
             16 -0.19726218D+04    1.1102440    0.0005625  EM
             17 -0.19715737D+04    1.0481392    0.0005313  EM
             18 -0.19705560D+04    1.0176784    0.0005162  EM
             19 -0.19695362D+04    1.0197946    0.0005175  EM
             20 -0.19684848D+04    1.0514425    0.0005339  EM
             21 -0.19673815D+04    1.1033234    0.0005605  EM
             22 -0.19662189D+04    1.1625451    0.0005909  EM
             23 -0.19649982D+04    1.2206766    0.0006208  EM
             24 -0.19637193D+04    1.2788970    0.0006508  EM
             25 -0.19623755D+04    1.3438678    0.0006843  EM
             26 -0.19609564D+04    1.4190243    0.0007231  EM
             27 -0.19594598D+04    1.4966650    0.0007632  EM
             28 -0.19579061D+04    1.5536420    0.0007929  EM
             29 -0.19563492D+04    1.5569555    0.0007952  EM
             30 -0.19548650D+04    1.4841582    0.0007586  EM
             31 -0.19535209D+04    1.3441672    0.0006876  EM
             32 -0.19523487D+04    1.1721695    0.0006000  EM
             33 -0.19513459D+04    1.0027458    0.0005136  EM
             34 -0.19504927D+04    0.8532391    0.0004373  EM
             35 -0.19497658D+04    0.7268574    0.0003727  EM
             36 -0.19491448D+04    0.6210497    0.0003185  EM
             37 -0.19478629D+04    1.2818905    0.0006577  FS
             38 -0.19475970D+04    0.2659321    0.0001365  FS
             39 -0.19472681D+04    0.3288561    0.0001689  FS
             40 -0.19457415D+04    1.5266430    0.0007840  EM
             41 -0.19454254D+04    0.3160462    0.0001624  EM
             42 -0.19452332D+04    0.1921775    0.0000988  EM
             43 -0.19450945D+04    0.1387228    0.0000713  EM
             44 -0.19449881D+04    0.1063858    0.0000547  EM
             45 -0.19449035D+04    0.0845955    0.0000435  EM
             46 -0.19448344D+04    0.0690956    0.0000355  EM
             47 -0.19447768D+04    0.0576677    0.0000297  EM
             48 -0.19447278D+04    0.0490258    0.0000252  EM
             49 -0.19446854D+04    0.0423674    0.0000218  EM
             50 -0.19446482D+04    0.0371613    0.0000191  EM
             51 -0.19446152D+04    0.0330366    0.0000170  EM
             52 -0.19445855D+04    0.0297262    0.0000153  EM
             53 -0.19445584D+04    0.0270320    0.0000139  EM
             54 -0.19445336D+04    0.0248044    0.0000128  EM
             55 -0.19445107D+04    0.0229307    0.0000118  EM
             56 -0.19444894D+04    0.0213245    0.0000110  EM
             57 -0.19444695D+04    0.0199200    0.0000102  EM
             58 -0.19444508D+04    0.0186675    0.0000096  EM
             59 -0.19444333D+04    0.0175293    0.0000090  EM
             60 -0.19444168D+04    0.0164775    0.0000085  EM
             61 -0.19444013D+04    0.0154916    0.0000080  EM
             62 -0.19443867D+04    0.0145570    0.0000075  EM
             63 -0.19443731D+04    0.0136638    0.0000070  EM
             64 -0.19443603D+04    0.0128058    0.0000066  EM
             65 -0.19443483D+04    0.0119795    0.0000062  EM
             66 -0.19443371D+04    0.0111832    0.0000058  EM
             67 -0.19443267D+04    0.0104170    0.0000054  EM
             68 -0.19443170D+04    0.0096813    0.0000050  EM
             69 -0.19442725D+04    0.0445318    0.0000229  QN
             70 -0.19442425D+04    0.0299487    0.0000154  EM
             71 -0.19442377D+04    0.0047758    0.0000025  EM
             72 -0.19442348D+04    0.0029886    0.0000015  EM
             73 -0.19442324D+04    0.0023556    0.0000012  EM
             74 -0.19442304D+04    0.0019985    0.0000010  EM
             75 -0.19442287D+04    0.0017464    0.0000009  EM
             76 -0.19442271D+04    0.0015455    0.0000008  EM
             77 -0.19442257D+04    0.0013746    0.0000007  EM
             78 -0.19442245D+04    0.0012251    0.0000006  EM
             79 -0.19442234D+04    0.0010931    0.0000006  EM
             80 -0.19442224D+04    0.0009755    0.0000005  EM


     Beginning Time:  22:57:23
        Ending Time:  22:57:27
       Elapsed Time:  00:00:04



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