Mplus VERSION 7
MUTHEN & MUTHEN
09/22/2012  10:34 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  462953           7
           -1944.222  939021           8
           -1950.818  650371           14
           -1988.222  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      1.0238
            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        429.57057          0.42957
       2        570.42943          0.57043


CLASSIFICATION QUALITY

     Entropy                         0.802


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   0.046    0.954


MODEL RESULTS

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

Within Level

Latent Class 1

 Y          ON
    X1                 1.958      0.033     59.954      0.000
    X2                 0.976      0.034     28.802      0.000

 Residual Variances
    Y                  1.008      0.045     22.194      0.000

Latent Class 2

 Y          ON
    X1                 1.958      0.033     59.954      0.000
    X2                 0.976      0.034     28.802      0.000

 Residual Variances
    Y                  1.008      0.045     22.194      0.000

Between Level

Latent Class 1

 Y          ON
    W                  0.702      0.119      5.918      0.000

 Intercepts
    Y                  0.873      0.221      3.951      0.000

 Thresholds
    U1$1               1.526      0.556      2.743      0.006
    U2$1               1.261      0.403      3.124      0.002
    U3$1               1.950      0.506      3.857      0.000
    U4$1              -0.651      0.328     -1.984      0.047
    U5$1              -1.117      0.384     -2.909      0.004
    U6$1              -0.976      0.355     -2.747      0.006

 Residual Variances
    Y                  0.488      0.103      4.714      0.000

Latent Class 2

 Y          ON
    W                  0.702      0.119      5.918      0.000

 Intercepts
    Y                  2.182      0.110     19.880      0.000

 Thresholds
    U1$1              -0.952      0.313     -3.045      0.002
    U2$1              -0.791      0.351     -2.251      0.024
    U3$1              -0.277      0.298     -0.931      0.352
    U4$1               0.578      0.324      1.783      0.075
    U5$1               0.485      0.352      1.379      0.168
    U6$1               0.749      0.358      2.092      0.036

 Residual Variances
    Y                  0.488      0.103      4.714      0.000

Categorical Latent Variables

Within Level

Between Level

 CB#1       ON
    W                 -1.452      0.516     -2.814      0.005

 Intercepts
    CB#1              -0.404      0.418     -0.967      0.334


ALTERNATIVE PARAMETERIZATIONS FOR THE CATEGORICAL LATENT VARIABLE REGRESSION

Parameterization using Reference Class 1

 CB#2     ON
    W                  1.452      0.516      2.814      0.005

 Intercepts
    CB#2               0.404      0.418      0.967      0.334


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.301E-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         3.863
 X1             0.000         0.000         0.504
 X2             0.000         0.000         0.000         0.481
 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         3.863
 X1             0.000         0.000         0.504
 X2             0.000         0.000         0.000         0.481
 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        -1.293         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         3.863
 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         0.472


     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         4.266         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         3.863
 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         0.472


     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 -0.29515573D+04    0.0000000    0.0000000    498.184   501.816    EM
     2 -0.21567607D+04  794.7965800    0.2692804    501.400   498.600    EM
     3 -0.20646190D+04   92.1417221    0.0427223    499.509   500.491    EM
     4 -0.20319786D+04   32.6403300    0.0158094    496.618   503.382    EM
     5 -0.20217764D+04   10.2022004    0.0050208    474.685   525.315    EM
     6 -0.20189870D+04    2.7894454    0.0013797    463.389   536.611    EM
     7 -0.20211278D+04   -2.1408536   -0.0010604    464.144   535.856    EM
     8 -0.20134956D+04    7.6322224    0.0037762    450.155   549.845    EM
     9 -0.20126805D+04    0.8150607    0.0004048    437.623   562.377    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.47071697D+04    0.0000000    0.0000000    304.874   695.126    EM
     2 -0.23970008D+04 2310.1689025    0.4907766    277.577   722.423    EM
     3 -0.22033931D+04  193.6077096    0.0807708    234.674   765.326    EM
     4 -0.20841530D+04  119.2401369    0.0541166    206.904   793.096    EM
     5 -0.20450898D+04   39.0631849    0.0187430    188.230   811.770    EM
     6 -0.20279989D+04   17.0909070    0.0083570    182.257   817.743    EM
     7 -0.20227115D+04    5.2873978    0.0026072    179.606   820.394    EM
     8 -0.20197044D+04    3.0071427    0.0014867    176.363   823.637    EM
     9 -0.20169518D+04    2.7525526    0.0013628    169.308   830.692    EM
    10 -0.20153467D+04    1.6051008    0.0007958    172.410   827.590    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.65349322D+04    0.0000000    0.0000000    400.929   599.071    EM
     2 -0.24278755D+04 4107.0566694    0.6284773    427.908   572.092    EM
     3 -0.21224925D+04  305.3829900    0.1257820    446.807   553.193    EM
     4 -0.20833197D+04   39.1728046    0.0184560    439.651   560.349    EM
     5 -0.20770195D+04    6.3001932    0.0030241    427.244   572.756    EM
     6 -0.20815208D+04   -4.5012605   -0.0021672    430.470   569.530    EM
     7 -0.20777482D+04    3.7725617    0.0018124    432.998   567.002    EM
     8 -0.20745678D+04    3.1804148    0.0015307    423.727   576.273    EM
     9 -0.20716853D+04    2.8824909    0.0013894    429.643   570.357    EM
    10 -0.20769193D+04   -5.2339908   -0.0025264    415.775   584.225    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.40742775D+04    0.0000000    0.0000000    827.348   172.652    EM
     2 -0.24697312D+04 1604.5462992    0.3938235    764.810   235.190    EM
     3 -0.21950648D+04  274.6663199    0.1112130    807.055   192.945    EM
     4 -0.21396972D+04   55.3676016    0.0252237    822.586   177.414    EM
     5 -0.21258898D+04   13.8074107    0.0064530    823.053   176.947    EM
     6 -0.21260281D+04   -0.1382666   -0.0000650    826.328   173.672    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.29957931D+04    0.0000000    0.0000000    449.956   550.044    EM
     2 -0.21066430D+04  889.1500627    0.2967996    373.436   626.564    EM
     3 -0.20447865D+04   61.8564846    0.0293626    317.754   682.246    EM
     4 -0.20372987D+04    7.4877912    0.0036619    284.193   715.807    EM
     5 -0.20306133D+04    6.6854496    0.0032815    245.543   754.457    EM
     6 -0.20237575D+04    6.8557871    0.0033762    221.825   778.175    EM
     7 -0.20180158D+04    5.7416606    0.0028371    191.898   808.102    EM
     8 -0.20172007D+04    0.8151531    0.0004039    177.198   822.802    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.41568110D+04    0.0000000    0.0000000    983.649    16.351    EM
     2 -0.22722800D+04 1884.5310158    0.4533598    979.252    20.748    EM
     3 -0.21281861D+04  144.0938661    0.0634138    998.573     1.427    EM
     4 -0.21267165D+04    1.4696512    0.0006906    997.765     2.235    EM
     5 -0.21226389D+04    4.0775311    0.0019173    999.993     0.007    EM
     6 -0.21134894D+04    9.1495774    0.0043105    998.181     1.819    EM
     7 -0.21151737D+04   -1.6843792   -0.0007970    998.647     1.353    EM
     8 -0.21087029D+04    6.4708432    0.0030592   1000.000     0.000    EM
     9 -0.21082530D+04    0.4499166    0.0002134   1000.000     0.000    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.85023242D+04    0.0000000    0.0000000    583.605   416.395    EM
     2 -0.25200228D+04 5982.3014193    0.7036078    554.548   445.452    EM
     3 -0.20884137D+04  431.6091417    0.1712719    539.160   460.840    EM
     4 -0.20110937D+04   77.3199633    0.0370233    532.473   467.527    EM
     5 -0.20045567D+04    6.5370695    0.0032505    531.880   468.120    EM
     6 -0.20005937D+04    3.9629311    0.0019770    535.627   464.373    EM
     7 -0.19975342D+04    3.0594950    0.0015293    540.440   459.560    EM
     8 -0.19944791D+04    3.0551730    0.0015295    546.338   453.662    EM
     9 -0.19917575D+04    2.7215589    0.0013645    550.052   449.948    EM
    10 -0.19900764D+04    1.6811436    0.0008441    553.214   446.786    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.58401389D+04    0.0000000    0.0000000    524.086   475.914    EM
     2 -0.23474125D+04 3492.7263592    0.5980554    414.214   585.786    EM
     3 -0.20822198D+04  265.1926713    0.1129723    280.112   719.888    EM
     4 -0.20305009D+04   51.7189640    0.0248384    212.567   787.433    EM
     5 -0.20073764D+04   23.1244310    0.0113885    155.986   844.014    EM
     6 -0.19877553D+04   19.6211088    0.0097745    126.525   873.475    EM
     7 -0.19813485D+04    6.4067988    0.0032231    127.469   872.531    EM
     8 -0.19757515D+04    5.5969854    0.0028248    138.204   861.796    EM
     9 -0.19726990D+04    3.0524943    0.0015450    151.889   848.111    EM
    10 -0.19699967D+04    2.7023628    0.0013699    167.969   832.031    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.41851313D+04    0.0000000    0.0000000    780.388   219.612    EM
     2 -0.21794777D+04 2005.6535435    0.4792331    836.363   163.637    EM
     3 -0.20211923D+04  158.2854749    0.0726254    864.835   135.165    EM
     4 -0.20067015D+04   14.4907776    0.0071694    872.333   127.667    EM
     5 -0.19995451D+04    7.1563524    0.0035662    865.968   134.032    EM
     6 -0.19935968D+04    5.9483563    0.0029749    855.432   144.568    EM
     7 -0.19889158D+04    4.6809426    0.0023480    843.947   156.053    EM
     8 -0.19855043D+04    3.4115313    0.0017153    834.100   165.900    EM
     9 -0.19830060D+04    2.4983274    0.0012583    825.043   174.957    EM
    10 -0.19810372D+04    1.9688130    0.0009928    817.412   182.588    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.75066890D+04    0.0000000    0.0000000    655.418   344.582    EM
     2 -0.25324989D+04 4974.1900116    0.6626344    660.732   339.268    EM
     3 -0.21593259D+04  373.1730660    0.1473537    669.311   330.689    EM
     4 -0.21173858D+04   41.9400833    0.0194228    643.383   356.617    EM
     5 -0.21029805D+04   14.4053159    0.0068033    666.889   333.111    EM
     6 -0.21055964D+04   -2.6158863   -0.0012439    657.502   342.498    EM
     7 -0.21023146D+04    3.2818084    0.0015586    675.513   324.487    EM
     8 -0.21097143D+04   -7.3997788   -0.0035198    649.127   350.873    EM
     9 -0.20976924D+04   12.0219024    0.0056984    667.041   332.959    EM
    10 -0.21001859D+04   -2.4934509   -0.0011887    673.788   326.212    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.30736961D+04    0.0000000    0.0000000    815.658   184.342    EM
     2 -0.23192981D+04  754.3979438    0.2454367    819.248   180.752    EM
     3 -0.22094983D+04  109.7998712    0.0473419    781.339   218.661    EM
     4 -0.21846852D+04   24.8130503    0.0112302    817.349   182.651    EM
     5 -0.22359538D+04  -51.2685490   -0.0234672    793.469   206.531    EM
     6 -0.21787154D+04   57.2384011    0.0255991    811.750   188.250    EM
     7 -0.21789037D+04   -0.1883669   -0.0000865    810.952   189.048    EM


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7




  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.58401389D+04    0.0000000    0.0000000    524.086   475.914    EM
     2 -0.23474125D+04 3492.7263592    0.5980554    414.214   585.786    EM
     3 -0.20822198D+04  265.1926713    0.1129723    280.112   719.888    EM
     4 -0.20305009D+04   51.7189640    0.0248384    212.567   787.433    EM
     5 -0.20073764D+04   23.1244310    0.0113885    155.986   844.014    EM
     6 -0.19877553D+04   19.6211088    0.0097745    126.525   873.475    EM
     7 -0.19813485D+04    6.4067988    0.0032231    127.469   872.531    EM
     8 -0.19757515D+04    5.5969854    0.0028248    138.204   861.796    EM
     9 -0.19726990D+04    3.0524943    0.0015450    151.889   848.111    EM
    10 -0.19699967D+04    2.7023628    0.0013699    167.969   832.031    EM
    11 -0.19668002D+04    3.1964716    0.0016226    191.801   808.199    EM
    12 -0.19639436D+04    2.8565936    0.0014524    212.916   787.084    EM
    13 -0.19619252D+04    2.0183784    0.0010277    229.875   770.125    EM
    14 -0.19601833D+04    1.7418843    0.0008878    244.302   755.698    EM
    15 -0.19587436D+04    1.4397814    0.0007345    256.435   743.565    EM
    16 -0.19575636D+04    1.1800035    0.0006024    267.141   732.859    EM
    17 -0.19564852D+04    1.0783727    0.0005509    277.322   722.678    EM
    18 -0.19554693D+04    1.0158728    0.0005192    286.475   713.525    EM
    19 -0.19545904D+04    0.8789530    0.0004495    294.022   705.978    EM
    20 -0.19538893D+04    0.7010320    0.0003587    300.068   699.932    EM
    21 -0.19533290D+04    0.5602943    0.0002868    305.041   694.959    EM
    22 -0.19528702D+04    0.4588829    0.0002349    309.215   690.785    EM
    23 -0.19524873D+04    0.3828401    0.0001960    312.779   687.221    EM
    24 -0.19521605D+04    0.3268510    0.0001674    315.938   684.062    EM
    25 -0.19518637D+04    0.2967804    0.0001520    319.008   680.992    EM
    26 -0.19515423D+04    0.3213610    0.0001646    322.686   677.314    EM
    27 -0.19510690D+04    0.4733142    0.0002425    328.553   671.447    EM
    28 -0.19502224D+04    0.8466566    0.0004339    338.992   661.008    EM
    29 -0.19488524D+04    1.3699079    0.0007024    354.743   645.257    EM
    30 -0.19473341D+04    1.5183591    0.0007791    371.525   628.475    EM
    31 -0.19462517D+04    1.0824114    0.0005558    384.851   615.149    EM
    32 -0.19456422D+04    0.6094493    0.0003131    394.154   605.846    EM
    33 -0.19452748D+04    0.3674046    0.0001888    400.558   599.442    EM
    34 -0.19450236D+04    0.2512247    0.0001291    405.116   594.884    EM
    35 -0.19448381D+04    0.1855068    0.0000954    408.533   591.467    EM
    36 -0.19446971D+04    0.1410111    0.0000725    411.228   588.772    EM
    37 -0.19445889D+04    0.1081651    0.0000556    413.443   586.557    EM
    38 -0.19442990D+04    0.2899330    0.0001491    428.059   571.941    FS
    39 -0.19442351D+04    0.0638811    0.0000329    428.533   571.467    EM
    40 -0.19442271D+04    0.0080123    0.0000041    428.926   571.074    EM
    41 -0.19442238D+04    0.0032552    0.0000017    429.188   570.812    EM
    42 -0.19442220D+04    0.0018037    0.0000009    429.361   570.639    EM
    43 -0.19442209D+04    0.0011749    0.0000006    429.482   570.518    EM
    44 -0.19442200D+04    0.0008584    0.0000004    429.571   570.429    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8




  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.41851313D+04    0.0000000    0.0000000    780.388   219.612    EM
     2 -0.21794777D+04 2005.6535435    0.4792331    836.363   163.637    EM
     3 -0.20211923D+04  158.2854749    0.0726254    864.835   135.165    EM
     4 -0.20067015D+04   14.4907776    0.0071694    872.333   127.667    EM
     5 -0.19995451D+04    7.1563524    0.0035662    865.968   134.032    EM
     6 -0.19935968D+04    5.9483563    0.0029749    855.432   144.568    EM
     7 -0.19889158D+04    4.6809426    0.0023480    843.947   156.053    EM
     8 -0.19855043D+04    3.4115313    0.0017153    834.100   165.900    EM
     9 -0.19830060D+04    2.4983274    0.0012583    825.043   174.957    EM
    10 -0.19810372D+04    1.9688130    0.0009928    817.412   182.588    EM
    11 -0.19792932D+04    1.7439951    0.0008803    810.015   189.985    EM
    12 -0.19777081D+04    1.5850458    0.0008008    802.540   197.460    EM
    13 -0.19762638D+04    1.4443251    0.0007303    794.936   205.064    EM
    14 -0.19749486D+04    1.3152201    0.0006655    787.247   212.753    EM
    15 -0.19737468D+04    1.2017557    0.0006085    779.474   220.526    EM
    16 -0.19726360D+04    1.1108117    0.0005628    771.487   228.513    EM
    17 -0.19715878D+04    1.0481615    0.0005314    763.009   236.991    EM
    18 -0.19705707D+04    1.0171211    0.0005159    753.652   246.348    EM
    19 -0.19695520D+04    1.0187114    0.0005170    742.997   257.003    EM
    20 -0.19685020D+04    1.0499897    0.0005331    730.717   269.283    EM
    21 -0.19674002D+04    1.1018115    0.0005597    716.687   283.313    EM
    22 -0.19662390D+04    1.1612061    0.0005902    700.998   299.002    EM
    23 -0.19650195D+04    1.2195438    0.0006202    683.869   316.131    EM
    24 -0.19637416D+04    1.2778174    0.0006503    665.515   334.485    EM
    25 -0.19623990D+04    1.3426822    0.0006837    646.111   353.889    EM
    26 -0.19609812D+04    1.4177367    0.0007225    625.853   374.147    EM
    27 -0.19594857D+04    1.4955548    0.0007627    605.101   394.899    EM
    28 -0.19579324D+04    1.5532554    0.0007927    584.495   415.505    EM
    29 -0.19563746D+04    1.5578435    0.0007957    564.920   435.080    EM
    30 -0.19548882D+04    1.4864159    0.0007598    547.272   452.728    EM
    31 -0.19535409D+04    1.3472626    0.0006892    532.151   467.849    EM
    32 -0.19523655D+04    1.1753597    0.0006017    519.729   480.271    EM
    33 -0.19513600D+04    1.0055645    0.0005150    509.824   490.176    EM
    34 -0.19505044D+04    0.8555658    0.0004384    502.082   497.918    EM
    35 -0.19497757D+04    0.7287420    0.0003736    496.116   503.884    EM
    36 -0.19491531D+04    0.6225759    0.0003193    491.579   508.421    EM
    37 -0.19478675D+04    1.2855757    0.0006596    469.818   530.182    FS
    38 -0.19475942D+04    0.2732983    0.0001403    514.426   485.574    FS
    39 -0.19472657D+04    0.3285470    0.0001687    482.434   517.566    FS
    40 -0.19457399D+04    1.5258009    0.0007836    494.267   505.733    EM
    41 -0.19454240D+04    0.3159034    0.0001624    502.004   497.996    EM
    42 -0.19452319D+04    0.1920629    0.0000987    507.884   492.116    EM
    43 -0.19450933D+04    0.1386158    0.0000713    512.642   487.358    EM
    44 -0.19449870D+04    0.1062954    0.0000546    516.648   483.352    EM
    45 -0.19449025D+04    0.0845225    0.0000435    520.117   479.883    EM
    46 -0.19448334D+04    0.0690366    0.0000355    523.187   476.813    EM
    47 -0.19447758D+04    0.0576194    0.0000296    525.950   474.050    EM
    48 -0.19447268D+04    0.0489853    0.0000252    528.470   471.530    EM
    49 -0.19446845D+04    0.0423324    0.0000218    530.793   469.207    EM
    50 -0.19446474D+04    0.0371300    0.0000191    532.951   467.049    EM
    51 -0.19446143D+04    0.0330080    0.0000170    534.968   465.032    EM
    52 -0.19445846D+04    0.0296993    0.0000153    536.862   463.138    EM
    53 -0.19445576D+04    0.0270059    0.0000139    538.646   461.354    EM
    54 -0.19445329D+04    0.0247786    0.0000127    540.330   459.670    EM
    55 -0.19445100D+04    0.0229049    0.0000118    541.923   458.077    EM
    56 -0.19444887D+04    0.0212985    0.0000110    543.432   456.568    EM
    57 -0.19444688D+04    0.0198935    0.0000102    544.860   455.140    EM
    58 -0.19444501D+04    0.0186404    0.0000096    546.213   453.787    EM
    59 -0.19444326D+04    0.0175017    0.0000090    547.495   452.505    EM
    60 -0.19444162D+04    0.0164493    0.0000085    548.710   451.290    EM
    61 -0.19444007D+04    0.0154628    0.0000080    549.859   450.141    EM
    62 -0.19443862D+04    0.0145279    0.0000075    550.947   449.053    EM
    63 -0.19443725D+04    0.0136345    0.0000070    551.977   448.023    EM
    64 -0.19443598D+04    0.0127765    0.0000066    552.950   447.050    EM
    65 -0.19443478D+04    0.0119503    0.0000061    553.870   446.130    EM
    66 -0.19443367D+04    0.0111545    0.0000057    554.739   445.261    EM
    67 -0.19443263D+04    0.0103888    0.0000053    555.560   444.440    EM
    68 -0.19443166D+04    0.0096539    0.0000050    556.335   443.665    EM
    69 -0.19442722D+04    0.0443989    0.0000228    562.190   437.810    QN
    70 -0.19442423D+04    0.0299148    0.0000154    562.557   437.443    EM
    71 -0.19442376D+04    0.0047523    0.0000024    563.087   436.913    EM
    72 -0.19442346D+04    0.0029697    0.0000015    563.584   436.416    EM
    73 -0.19442323D+04    0.0023391    0.0000012    564.021   435.979    EM
    74 -0.19442303D+04    0.0019850    0.0000010    564.401   435.599    EM
    75 -0.19442285D+04    0.0017337    0.0000009    564.735   435.265    EM
    76 -0.19442270D+04    0.0015333    0.0000008    565.034   434.966    EM
    77 -0.19442256D+04    0.0013634    0.0000007    565.303   434.697    EM
    78 -0.19442244D+04    0.0012152    0.0000006    565.549   434.451    EM
    79 -0.19442233D+04    0.0010841    0.0000006    565.775   434.225    EM
    80 -0.19442224D+04    0.0009674    0.0000005    565.984   434.016    EM


     Beginning Time:  22:34:12
        Ending Time:  22:34:14
       Elapsed Time:  00:00:02



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