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

INPUT INSTRUCTIONS

  TITLE:	this is an example of a two-level IRT mixture analysis
          with binary factor indicators and a between-level
          categorical latent variable

  VARIABLE:NAMES ARE u1-u8 dumb dum clus;
  	USEVARIABLES = u1-u8;
  	CATEGORICAL = u1-u8;
  	CLASSES = cb(2) c(2);
  	BETWEEN = cb;
  	CLUSTER = clus;
  DATA:	FILE = ex10.5.dat;
  ANALYSIS:	TYPE = TWOLEVEL MIXTURE;
  	ALGORITHM = INTEGRATION;
  	PROCESSORS = 2;
  MODEL:
  	%WITHIN%
  	%OVERALL%
  	f BY u1-u8;
  	[f@0];
  	%BETWEEN%
  	%OVERALL%
  	%cb#1.c#1%
  	[u1$1-u8$1];
  	%cb#1.c#2%
  	[u1$1-u8$1];
  	%cb#2.c#1%
  	[u1$1-u8$1];
  	%cb#2.c#2%
  	[u1$1-u8$1];
  MODEL c:
  	%WITHIN%
  	%c#1%
  	f;
  	%c#2%
  	f;
  OUTPUT:	TECH1 TECH8;




INPUT READING TERMINATED NORMALLY



this is an example of a two-level IRT mixture analysis
with binary factor indicators and a between-level
categorical latent variable

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        2000

Number of dependent variables                                    8
Number of independent variables                                  0
Number of continuous latent variables                            1
Number of categorical latent variables                           2

Observed dependent variables

  Binary and ordered categorical (ordinal)
   U1          U2          U3          U4          U5          U6
   U7          U8

Continuous latent variables
   F

Categorical latent variables
   CB          C

Variables with special functions

  Cluster variable      CLUS

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
Parameterization                                             LOGIT
Link                                                         LOGIT
Cholesky                                                        ON

Input data file(s)
  ex10.5.dat
Input data format  FREE


SUMMARY OF DATA

     Number of clusters                        100



UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    U1
      Category 1    0.514     1028.000
      Category 2    0.486      972.000
    U2
      Category 1    0.513     1026.000
      Category 2    0.487      974.000
    U3
      Category 1    0.530     1061.000
      Category 2    0.470      939.000
    U4
      Category 1    0.641     1283.000
      Category 2    0.359      717.000
    U5
      Category 1    0.540     1081.000
      Category 2    0.460      919.000
    U6
      Category 1    0.538     1075.000
      Category 2    0.463      925.000
    U7
      Category 1    0.526     1052.000
      Category 2    0.474      948.000
    U8
      Category 1    0.533     1065.000
      Category 2    0.468      935.000


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:

           -9004.553  127215           9
           -9033.444  462953           7
           -9033.447  76974            16
           -9033.448  650371           14



     WARNING:  THE BEST LOGLIKELIHOOD VALUE WAS NOT REPLICATED.  THE
     SOLUTION MAY NOT BE TRUSTWORTHY DUE TO LOCAL MAXIMA.  INCREASE THE
     NUMBER OF RANDOM STARTS.


THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       43

Loglikelihood

          H0 Value                       -9004.553
          H0 Scaling Correction Factor      1.0184
            for MLR

Information Criteria

          Akaike (AIC)                   18095.107
          Bayesian (BIC)                 18335.945
          Sample-Size Adjusted BIC       18199.332
            (n* = (n + 2) / 24)



MODEL RESULTS USE THE LATENT CLASS VARIABLE ORDER

   CB  C

  Latent Class Variable Patterns

         CB         C
      Class     Class

         1         1
         1         2
         2         1
         2         2


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

  Latent Class
    Pattern

    1  1        313.90895          0.15695
    1  2        509.17501          0.25459
    2  1        440.55127          0.22028
    2  2        736.36478          0.36818


FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE
BASED ON ESTIMATED POSTERIOR PROBABILITIES

  Latent Class
    Variable    Class

    CB             1       823.08392          0.41154
                   2      1176.91602          0.58846
    C              1       754.46021          0.37723
                   2      1245.53979          0.62277


CLASSIFICATION QUALITY

     Entropy                         0.874


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN

Class Counts and Proportions

  Latent Class
    Pattern

    1  1              297          0.14850
    1  2              523          0.26150
    2  1              455          0.22750
    2  2              725          0.36250


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

  Latent Class Variable Patterns

  Latent Class         CB         C
   Pattern No.      Class     Class

         1             1         1
         2             1         2
         3             2         1
         4             2         2

           1        2        3        4

    1   0.994    0.006    0.000    0.000
    2   0.034    0.966    0.000    0.000
    3   0.001    0.000    0.850    0.149
    4   0.001    0.003    0.074    0.922


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP
FOR EACH LATENT CLASS VARIABLE

  Latent Class
    Variable    Class

    CB             1             820          0.41000
                   2            1180          0.59000
    C              1             752          0.37600
                   2            1248          0.62400


MODEL RESULTS

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

Within Level

Latent Class Pattern 1 1

 F        BY
    U1                 1.000      0.000    999.000    999.000
    U2                 1.045      0.123      8.488      0.000
    U3                 1.113      0.140      7.922      0.000
    U4                 1.152      0.140      8.223      0.000
    U5                 1.133      0.149      7.581      0.000
    U6                 1.010      0.149      6.794      0.000
    U7                 1.040      0.153      6.803      0.000
    U8                 1.075      0.153      7.014      0.000

 Means
    F                  0.000      0.000    999.000    999.000

 Variances
    F                  2.319      0.551      4.206      0.000

Latent Class Pattern 1 2

 F        BY
    U1                 1.000      0.000    999.000    999.000
    U2                 1.045      0.123      8.488      0.000
    U3                 1.113      0.140      7.922      0.000
    U4                 1.152      0.140      8.223      0.000
    U5                 1.133      0.149      7.581      0.000
    U6                 1.010      0.149      6.794      0.000
    U7                 1.040      0.153      6.803      0.000
    U8                 1.075      0.153      7.014      0.000

 Means
    F                  0.000      0.000    999.000    999.000

 Variances
    F                  2.480      0.498      4.978      0.000

Latent Class Pattern 2 1

 F        BY
    U1                 1.000      0.000    999.000    999.000
    U2                 1.045      0.123      8.488      0.000
    U3                 1.113      0.140      7.922      0.000
    U4                 1.152      0.140      8.223      0.000
    U5                 1.133      0.149      7.581      0.000
    U6                 1.010      0.149      6.794      0.000
    U7                 1.040      0.153      6.803      0.000
    U8                 1.075      0.153      7.014      0.000

 Means
    F                  0.000      0.000    999.000    999.000

 Variances
    F                  2.319      0.551      4.206      0.000

Latent Class Pattern 2 2

 F        BY
    U1                 1.000      0.000    999.000    999.000
    U2                 1.045      0.123      8.488      0.000
    U3                 1.113      0.140      7.922      0.000
    U4                 1.152      0.140      8.223      0.000
    U5                 1.133      0.149      7.581      0.000
    U6                 1.010      0.149      6.794      0.000
    U7                 1.040      0.153      6.803      0.000
    U8                 1.075      0.153      7.014      0.000

 Means
    F                  0.000      0.000    999.000    999.000

 Variances
    F                  2.480      0.498      4.978      0.000

Between Level

Latent Class Pattern 1 1

 Thresholds
    U1$1              -1.989      0.226     -8.811      0.000
    U2$1              -1.881      0.219     -8.605      0.000
    U3$1              -1.950      0.198     -9.831      0.000
    U4$1              -2.312      0.272     -8.507      0.000
    U5$1               2.072      0.223      9.272      0.000
    U6$1               2.274      0.233      9.782      0.000
    U7$1               1.879      0.239      7.878      0.000
    U8$1               1.838      0.255      7.206      0.000

Latent Class Pattern 1 2

 Thresholds
    U1$1               1.634      0.168      9.718      0.000
    U2$1               1.913      0.174     11.023      0.000
    U3$1               2.230      0.201     11.091      0.000
    U4$1               2.042      0.179     11.425      0.000
    U5$1              -1.730      0.173    -10.021      0.000
    U6$1              -1.990      0.166    -11.971      0.000
    U7$1              -1.966      0.186    -10.572      0.000
    U8$1              -1.974      0.198     -9.978      0.000

Latent Class Pattern 2 1

 Thresholds
    U1$1              -2.033      0.297     -6.832      0.000
    U2$1              -2.135      0.348     -6.135      0.000
    U3$1              -2.228      0.314     -7.092      0.000
    U4$1               1.575      0.254      6.196      0.000
    U5$1               1.766      0.247      7.139      0.000
    U6$1               1.736      0.259      6.700      0.000
    U7$1               1.771      0.223      7.930      0.000
    U8$1               2.002      0.259      7.723      0.000

Latent Class Pattern 2 2

 Thresholds
    U1$1               1.058      0.141      7.481      0.000
    U2$1               0.902      0.160      5.641      0.000
    U3$1               1.135      0.150      7.543      0.000
    U4$1               1.159      0.182      6.378      0.000
    U5$1               0.015      0.160      0.091      0.927
    U6$1               0.027      0.154      0.178      0.859
    U7$1              -0.066      0.159     -0.416      0.678
    U8$1              -0.038      0.190     -0.198      0.843

Categorical Latent Variables

Within Level

 Means
    C#1               -0.502      0.070     -7.115      0.000

Between Level

 Means
    CB#1              -0.358      0.204     -1.754      0.079


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.426E-02
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1


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


           NU
              U6            U7            U8
              ________      ________      ________
 1                  0             0             0


           LAMBDA
              F             CB#1          C#1
              ________      ________      ________
 U1                 0             0             0
 U2                 1             0             0
 U3                 2             0             0
 U4                 3             0             0
 U5                 4             0             0
 U6                 5             0             0
 U7                 6             0             0
 U8                 7             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
 U7                 0             0             0             0             0
 U8                 0             0             0             0             0


           THETA
              U6            U7            U8
              ________      ________      ________
 U6                 0
 U7                 0             0
 U8                 0             0             0


           ALPHA
              F             CB#1          C#1
              ________      ________      ________
 1                  0             0             0


           BETA
              F             CB#1          C#1
              ________      ________      ________
 F                  0             0             0
 CB#1               0             0             0
 C#1                0             0             0


           PSI
              F             CB#1          C#1
              ________      ________      ________
 F                  8
 CB#1               0             0
 C#1                0             0             0


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2


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


           NU
              U6            U7            U8
              ________      ________      ________
 1                  0             0             0


           LAMBDA
              F             CB#1          C#1
              ________      ________      ________
 U1                 0             0             0
 U2                 1             0             0
 U3                 2             0             0
 U4                 3             0             0
 U5                 4             0             0
 U6                 5             0             0
 U7                 6             0             0
 U8                 7             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
 U7                 0             0             0             0             0
 U8                 0             0             0             0             0


           THETA
              U6            U7            U8
              ________      ________      ________
 U6                 0
 U7                 0             0
 U8                 0             0             0


           ALPHA
              F             CB#1          C#1
              ________      ________      ________
 1                  0             0             0


           BETA
              F             CB#1          C#1
              ________      ________      ________
 F                  0             0             0
 CB#1               0             0             0
 C#1                0             0             0


           PSI
              F             CB#1          C#1
              ________      ________      ________
 F                  9
 CB#1               0             0
 C#1                0             0             0


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1


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


           NU
              U6            U7            U8
              ________      ________      ________
 1                  0             0             0


           LAMBDA
              F             CB#1          C#1
              ________      ________      ________
 U1                 0             0             0
 U2                 1             0             0
 U3                 2             0             0
 U4                 3             0             0
 U5                 4             0             0
 U6                 5             0             0
 U7                 6             0             0
 U8                 7             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
 U7                 0             0             0             0             0
 U8                 0             0             0             0             0


           THETA
              U6            U7            U8
              ________      ________      ________
 U6                 0
 U7                 0             0
 U8                 0             0             0


           ALPHA
              F             CB#1          C#1
              ________      ________      ________
 1                  0             0             0


           BETA
              F             CB#1          C#1
              ________      ________      ________
 F                  0             0             0
 CB#1               0             0             0
 C#1                0             0             0


           PSI
              F             CB#1          C#1
              ________      ________      ________
 F                  8
 CB#1               0             0
 C#1                0             0             0


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2


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


           NU
              U6            U7            U8
              ________      ________      ________
 1                  0             0             0


           LAMBDA
              F             CB#1          C#1
              ________      ________      ________
 U1                 0             0             0
 U2                 1             0             0
 U3                 2             0             0
 U4                 3             0             0
 U5                 4             0             0
 U6                 5             0             0
 U7                 6             0             0
 U8                 7             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
 U7                 0             0             0             0             0
 U8                 0             0             0             0             0


           THETA
              U6            U7            U8
              ________      ________      ________
 U6                 0
 U7                 0             0
 U8                 0             0             0


           ALPHA
              F             CB#1          C#1
              ________      ________      ________
 1                  0             0             0


           BETA
              F             CB#1          C#1
              ________      ________      ________
 F                  0             0             0
 CB#1               0             0             0
 C#1                0             0             0


           PSI
              F             CB#1          C#1
              ________      ________      ________
 F                  9
 CB#1               0             0
 C#1                0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1


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


           NU
              U6            U7            U8
              ________      ________      ________
 1                  0             0             0


           LAMBDA
              F             CB#1          C#1
              ________      ________      ________
 U1                 0             0             0
 U2                 0             0             0
 U3                 0             0             0
 U4                 0             0             0
 U5                 0             0             0
 U6                 0             0             0
 U7                 0             0             0
 U8                 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
 U7                 0             0             0             0             0
 U8                 0             0             0             0             0


           THETA
              U6            U7            U8
              ________      ________      ________
 U6                 0
 U7                 0             0
 U8                 0             0             0


           ALPHA
              F             CB#1          C#1
              ________      ________      ________
 1                  0             0             0


           BETA
              F             CB#1          C#1
              ________      ________      ________
 F                  0             0             0
 CB#1               0             0             0
 C#1                0             0             0


           PSI
              F             CB#1          C#1
              ________      ________      ________
 F                  0
 CB#1               0             0
 C#1                0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 2


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


           NU
              U6            U7            U8
              ________      ________      ________
 1                  0             0             0


           LAMBDA
              F             CB#1          C#1
              ________      ________      ________
 U1                 0             0             0
 U2                 0             0             0
 U3                 0             0             0
 U4                 0             0             0
 U5                 0             0             0
 U6                 0             0             0
 U7                 0             0             0
 U8                 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
 U7                 0             0             0             0             0
 U8                 0             0             0             0             0


           THETA
              U6            U7            U8
              ________      ________      ________
 U6                 0
 U7                 0             0
 U8                 0             0             0


           ALPHA
              F             CB#1          C#1
              ________      ________      ________
 1                  0             0             0


           BETA
              F             CB#1          C#1
              ________      ________      ________
 F                  0             0             0
 CB#1               0             0             0
 C#1                0             0             0


           PSI
              F             CB#1          C#1
              ________      ________      ________
 F                  0
 CB#1               0             0
 C#1                0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 1


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


           NU
              U6            U7            U8
              ________      ________      ________
 1                  0             0             0


           LAMBDA
              F             CB#1          C#1
              ________      ________      ________
 U1                 0             0             0
 U2                 0             0             0
 U3                 0             0             0
 U4                 0             0             0
 U5                 0             0             0
 U6                 0             0             0
 U7                 0             0             0
 U8                 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
 U7                 0             0             0             0             0
 U8                 0             0             0             0             0


           THETA
              U6            U7            U8
              ________      ________      ________
 U6                 0
 U7                 0             0
 U8                 0             0             0


           ALPHA
              F             CB#1          C#1
              ________      ________      ________
 1                  0             0             0


           BETA
              F             CB#1          C#1
              ________      ________      ________
 F                  0             0             0
 CB#1               0             0             0
 C#1                0             0             0


           PSI
              F             CB#1          C#1
              ________      ________      ________
 F                  0
 CB#1               0             0
 C#1                0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 2


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


           NU
              U6            U7            U8
              ________      ________      ________
 1                  0             0             0


           LAMBDA
              F             CB#1          C#1
              ________      ________      ________
 U1                 0             0             0
 U2                 0             0             0
 U3                 0             0             0
 U4                 0             0             0
 U5                 0             0             0
 U6                 0             0             0
 U7                 0             0             0
 U8                 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
 U7                 0             0             0             0             0
 U8                 0             0             0             0             0


           THETA
              U6            U7            U8
              ________      ________      ________
 U6                 0
 U7                 0             0
 U8                 0             0             0


           ALPHA
              F             CB#1          C#1
              ________      ________      ________
 1                  0             0             0


           BETA
              F             CB#1          C#1
              ________      ________      ________
 F                  0             0             0
 CB#1               0             0             0
 C#1                0             0             0


           PSI
              F             CB#1          C#1
              ________      ________      ________
 F                  0
 CB#1               0             0
 C#1                0             0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART (WITHIN)


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


           TAU(U) FOR LATENT CLASS PATTERN 1 1
              U6$1          U7$1          U8$1
              ________      ________      ________
 1                  0             0             0


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


           TAU(U) FOR LATENT CLASS PATTERN 1 2
              U6$1          U7$1          U8$1
              ________      ________      ________
 1                  0             0             0


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


           TAU(U) FOR LATENT CLASS PATTERN 2 1
              U6$1          U7$1          U8$1
              ________      ________      ________
 1                  0             0             0


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


           TAU(U) FOR LATENT CLASS PATTERN 2 2
              U6$1          U7$1          U8$1
              ________      ________      ________
 1                  0             0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART (BETWEEN)


           TAU(U) FOR LATENT CLASS PATTERN 1 1
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1                 10            11            12            13            14


           TAU(U) FOR LATENT CLASS PATTERN 1 1
              U6$1          U7$1          U8$1
              ________      ________      ________
 1                 15            16            17


           TAU(U) FOR LATENT CLASS PATTERN 1 2
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1                 18            19            20            21            22


           TAU(U) FOR LATENT CLASS PATTERN 1 2
              U6$1          U7$1          U8$1
              ________      ________      ________
 1                 23            24            25


           TAU(U) FOR LATENT CLASS PATTERN 2 1
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1                 26            27            28            29            30


           TAU(U) FOR LATENT CLASS PATTERN 2 1
              U6$1          U7$1          U8$1
              ________      ________      ________
 1                 31            32            33


           TAU(U) FOR LATENT CLASS PATTERN 2 2
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1                 34            35            36            37            38


           TAU(U) FOR LATENT CLASS PATTERN 2 2
              U6$1          U7$1          U8$1
              ________      ________      ________
 1                 39            40            41


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART (WITHIN)


           ALPHA(C)
              CB#1          CB#2          C#1           C#2
              ________      ________      ________      ________
 1                  0             0            43             0


           GAMMA(C)
              F             CB#1          C#1
              ________      ________      ________
 CB#1               0             0             0
 CB#2               0             0             0
 C#1                0             0             0
 C#2                0             0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART (BETWEEN)


           ALPHA(C)
              CB#1          CB#2          C#1           C#2
              ________      ________      ________      ________
 1                 42             0             0             0


           GAMMA(C)
              F             CB#1          C#1
              ________      ________      ________
 CB#1               0             0             0
 CB#2               0             0             0
 C#1                0             0             0
 C#2                0             0             0


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1


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


           NU
              U6            U7            U8
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA
              F             CB#1          C#1
              ________      ________      ________
 U1             1.000         0.000         0.000
 U2             1.000         0.000         0.000
 U3             1.000         0.000         0.000
 U4             1.000         0.000         0.000
 U5             1.000         0.000         0.000
 U6             1.000         0.000         0.000
 U7             1.000         0.000         0.000
 U8             1.000         0.000         0.000


           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
 U7             0.000         0.000         0.000         0.000         0.000
 U8             0.000         0.000         0.000         0.000         0.000


           THETA
              U6            U7            U8
              ________      ________      ________
 U6             1.000
 U7             0.000         1.000
 U8             0.000         0.000         1.000


           ALPHA
              F             CB#1          C#1
              ________      ________      ________
 1              0.000         0.000         0.000


           BETA
              F             CB#1          C#1
              ________      ________      ________
 F              0.000         0.000         0.000
 CB#1           0.000         0.000         0.000
 C#1            0.000         0.000         0.000


           PSI
              F             CB#1          C#1
              ________      ________      ________
 F              0.050
 CB#1           0.000         0.000
 C#1            0.000         0.000         0.000


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2


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


           NU
              U6            U7            U8
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA
              F             CB#1          C#1
              ________      ________      ________
 U1             1.000         0.000         0.000
 U2             1.000         0.000         0.000
 U3             1.000         0.000         0.000
 U4             1.000         0.000         0.000
 U5             1.000         0.000         0.000
 U6             1.000         0.000         0.000
 U7             1.000         0.000         0.000
 U8             1.000         0.000         0.000


           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
 U7             0.000         0.000         0.000         0.000         0.000
 U8             0.000         0.000         0.000         0.000         0.000


           THETA
              U6            U7            U8
              ________      ________      ________
 U6             1.000
 U7             0.000         1.000
 U8             0.000         0.000         1.000


           ALPHA
              F             CB#1          C#1
              ________      ________      ________
 1              0.000         0.000         0.000


           BETA
              F             CB#1          C#1
              ________      ________      ________
 F              0.000         0.000         0.000
 CB#1           0.000         0.000         0.000
 C#1            0.000         0.000         0.000


           PSI
              F             CB#1          C#1
              ________      ________      ________
 F              0.050
 CB#1           0.000         0.000
 C#1            0.000         0.000         0.000


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1


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


           NU
              U6            U7            U8
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA
              F             CB#1          C#1
              ________      ________      ________
 U1             1.000         0.000         0.000
 U2             1.000         0.000         0.000
 U3             1.000         0.000         0.000
 U4             1.000         0.000         0.000
 U5             1.000         0.000         0.000
 U6             1.000         0.000         0.000
 U7             1.000         0.000         0.000
 U8             1.000         0.000         0.000


           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
 U7             0.000         0.000         0.000         0.000         0.000
 U8             0.000         0.000         0.000         0.000         0.000


           THETA
              U6            U7            U8
              ________      ________      ________
 U6             1.000
 U7             0.000         1.000
 U8             0.000         0.000         1.000


           ALPHA
              F             CB#1          C#1
              ________      ________      ________
 1              0.000         0.000         0.000


           BETA
              F             CB#1          C#1
              ________      ________      ________
 F              0.000         0.000         0.000
 CB#1           0.000         0.000         0.000
 C#1            0.000         0.000         0.000


           PSI
              F             CB#1          C#1
              ________      ________      ________
 F              0.050
 CB#1           0.000         0.000
 C#1            0.000         0.000         0.000


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2


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


           NU
              U6            U7            U8
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA
              F             CB#1          C#1
              ________      ________      ________
 U1             1.000         0.000         0.000
 U2             1.000         0.000         0.000
 U3             1.000         0.000         0.000
 U4             1.000         0.000         0.000
 U5             1.000         0.000         0.000
 U6             1.000         0.000         0.000
 U7             1.000         0.000         0.000
 U8             1.000         0.000         0.000


           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
 U7             0.000         0.000         0.000         0.000         0.000
 U8             0.000         0.000         0.000         0.000         0.000


           THETA
              U6            U7            U8
              ________      ________      ________
 U6             1.000
 U7             0.000         1.000
 U8             0.000         0.000         1.000


           ALPHA
              F             CB#1          C#1
              ________      ________      ________
 1              0.000         0.000         0.000


           BETA
              F             CB#1          C#1
              ________      ________      ________
 F              0.000         0.000         0.000
 CB#1           0.000         0.000         0.000
 C#1            0.000         0.000         0.000


           PSI
              F             CB#1          C#1
              ________      ________      ________
 F              0.050
 CB#1           0.000         0.000
 C#1            0.000         0.000         0.000


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1


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


           NU
              U6            U7            U8
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA
              F             CB#1          C#1
              ________      ________      ________
 U1             0.000         0.000         0.000
 U2             0.000         0.000         0.000
 U3             0.000         0.000         0.000
 U4             0.000         0.000         0.000
 U5             0.000         0.000         0.000
 U6             0.000         0.000         0.000
 U7             0.000         0.000         0.000
 U8             0.000         0.000         0.000


           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
 U7             0.000         0.000         0.000         0.000         0.000
 U8             0.000         0.000         0.000         0.000         0.000


           THETA
              U6            U7            U8
              ________      ________      ________
 U6             0.000
 U7             0.000         0.000
 U8             0.000         0.000         0.000


           ALPHA
              F             CB#1          C#1
              ________      ________      ________
 1              0.000         0.000         0.000


           BETA
              F             CB#1          C#1
              ________      ________      ________
 F              0.000         0.000         0.000
 CB#1           0.000         0.000         0.000
 C#1            0.000         0.000         0.000


           PSI
              F             CB#1          C#1
              ________      ________      ________
 F              0.000
 CB#1           0.000         0.000
 C#1            0.000         0.000         0.000


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 2


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


           NU
              U6            U7            U8
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA
              F             CB#1          C#1
              ________      ________      ________
 U1             0.000         0.000         0.000
 U2             0.000         0.000         0.000
 U3             0.000         0.000         0.000
 U4             0.000         0.000         0.000
 U5             0.000         0.000         0.000
 U6             0.000         0.000         0.000
 U7             0.000         0.000         0.000
 U8             0.000         0.000         0.000


           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
 U7             0.000         0.000         0.000         0.000         0.000
 U8             0.000         0.000         0.000         0.000         0.000


           THETA
              U6            U7            U8
              ________      ________      ________
 U6             0.000
 U7             0.000         0.000
 U8             0.000         0.000         0.000


           ALPHA
              F             CB#1          C#1
              ________      ________      ________
 1              0.000         0.000         0.000


           BETA
              F             CB#1          C#1
              ________      ________      ________
 F              0.000         0.000         0.000
 CB#1           0.000         0.000         0.000
 C#1            0.000         0.000         0.000


           PSI
              F             CB#1          C#1
              ________      ________      ________
 F              0.000
 CB#1           0.000         0.000
 C#1            0.000         0.000         0.000


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 1


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


           NU
              U6            U7            U8
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA
              F             CB#1          C#1
              ________      ________      ________
 U1             0.000         0.000         0.000
 U2             0.000         0.000         0.000
 U3             0.000         0.000         0.000
 U4             0.000         0.000         0.000
 U5             0.000         0.000         0.000
 U6             0.000         0.000         0.000
 U7             0.000         0.000         0.000
 U8             0.000         0.000         0.000


           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
 U7             0.000         0.000         0.000         0.000         0.000
 U8             0.000         0.000         0.000         0.000         0.000


           THETA
              U6            U7            U8
              ________      ________      ________
 U6             0.000
 U7             0.000         0.000
 U8             0.000         0.000         0.000


           ALPHA
              F             CB#1          C#1
              ________      ________      ________
 1              0.000         0.000         0.000


           BETA
              F             CB#1          C#1
              ________      ________      ________
 F              0.000         0.000         0.000
 CB#1           0.000         0.000         0.000
 C#1            0.000         0.000         0.000


           PSI
              F             CB#1          C#1
              ________      ________      ________
 F              0.000
 CB#1           0.000         0.000
 C#1            0.000         0.000         0.000


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 2


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


           NU
              U6            U7            U8
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA
              F             CB#1          C#1
              ________      ________      ________
 U1             0.000         0.000         0.000
 U2             0.000         0.000         0.000
 U3             0.000         0.000         0.000
 U4             0.000         0.000         0.000
 U5             0.000         0.000         0.000
 U6             0.000         0.000         0.000
 U7             0.000         0.000         0.000
 U8             0.000         0.000         0.000


           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
 U7             0.000         0.000         0.000         0.000         0.000
 U8             0.000         0.000         0.000         0.000         0.000


           THETA
              U6            U7            U8
              ________      ________      ________
 U6             0.000
 U7             0.000         0.000
 U8             0.000         0.000         0.000


           ALPHA
              F             CB#1          C#1
              ________      ________      ________
 1              0.000         0.000         0.000


           BETA
              F             CB#1          C#1
              ________      ________      ________
 F              0.000         0.000         0.000
 CB#1           0.000         0.000         0.000
 C#1            0.000         0.000         0.000


           PSI
              F             CB#1          C#1
              ________      ________      ________
 F              0.000
 CB#1           0.000         0.000
 C#1            0.000         0.000         0.000


     STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART (WITHIN)


           TAU(U) FOR LATENT CLASS PATTERN 1 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 PATTERN 1 1
              U6$1          U7$1          U8$1
              ________      ________      ________
 1              0.000         0.000         0.000


           TAU(U) FOR LATENT CLASS PATTERN 1 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 PATTERN 1 2
              U6$1          U7$1          U8$1
              ________      ________      ________
 1              0.000         0.000         0.000


           TAU(U) FOR LATENT CLASS PATTERN 2 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 PATTERN 2 1
              U6$1          U7$1          U8$1
              ________      ________      ________
 1              0.000         0.000         0.000


           TAU(U) FOR LATENT CLASS PATTERN 2 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 PATTERN 2 2
              U6$1          U7$1          U8$1
              ________      ________      ________
 1              0.000         0.000         0.000


     STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART (BETWEEN)


           TAU(U) FOR LATENT CLASS PATTERN 1 1
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1             -0.944        -0.948        -0.878        -0.418        -0.838


           TAU(U) FOR LATENT CLASS PATTERN 1 1
              U6$1          U7$1          U8$1
              ________      ________      ________
 1             -0.850        -0.896        -0.870


           TAU(U) FOR LATENT CLASS PATTERN 1 2
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1              0.056         0.052         0.122         0.582         0.162


           TAU(U) FOR LATENT CLASS PATTERN 1 2
              U6$1          U7$1          U8$1
              ________      ________      ________
 1              0.150         0.104         0.130


           TAU(U) FOR LATENT CLASS PATTERN 2 1
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1              0.056         0.052         0.122         0.582         0.162


           TAU(U) FOR LATENT CLASS PATTERN 2 1
              U6$1          U7$1          U8$1
              ________      ________      ________
 1              0.150         0.104         0.130


           TAU(U) FOR LATENT CLASS PATTERN 2 2
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1              1.056         1.052         1.122         1.582         1.162


           TAU(U) FOR LATENT CLASS PATTERN 2 2
              U6$1          U7$1          U8$1
              ________      ________      ________
 1              1.150         1.104         1.130


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART (WITHIN)


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


           GAMMA(C)
              F             CB#1          C#1
              ________      ________      ________
 CB#1           0.000         0.000         0.000
 CB#2           0.000         0.000         0.000
 C#1            0.000         0.000         0.000
 C#2            0.000         0.000         0.000


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART (BETWEEN)


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


           GAMMA(C)
              F             CB#1          C#1
              ________      ________      ________
 CB#1           0.000         0.000         0.000
 CB#2           0.000         0.000         0.000
 C#1            0.000         0.000         0.000
 C#2            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 -0.10655918D+05    0.0000000    0.0000000    419.665   579.934    EM
                                                    554.043   446.358
     2 -0.10361688D+05  294.2301640    0.0276119    433.450   536.067    EM
                                                    540.011   490.473
     3 -0.10269168D+05   92.5204319    0.0089291    403.466   472.109    EM
                                                    592.906   531.519
     4 -0.10215981D+05   53.1863646    0.0051792    392.908   425.068    EM
                                                    627.856   554.168
     5 -0.10097145D+05  118.8360876    0.0116324    376.940   371.352    EM
                                                    674.744   576.963
     6 -0.98674110D+04  229.7341034    0.0227524    313.527   278.870    EM
                                                    765.162   642.441
     7 -0.96576941D+04  209.7169260    0.0212535    184.736   153.353    EM
                                                    890.828   771.083
     8 -0.95179407D+04  139.7534152    0.0144707    119.011    92.335    EM
                                                    946.167   842.486
     9 -0.94389517D+04   78.9890203    0.0082990    118.087    87.703    EM
                                                    946.221   847.988
    10 -0.93776249D+04   61.3267607    0.0064972    179.882   129.522    EM
                                                    898.632   791.965


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13787322D+05    0.0000000    0.0000000    174.381    79.452    EM
                                                    959.065   787.102
     2 -0.10252325D+05 3534.9960738    0.2563947     22.600    19.330    EM
                                                   1169.406   788.663
     3 -0.96913895D+04  560.9359300    0.0547130     15.823    11.183    EM
                                                   1193.104   779.890
     4 -0.95215480D+04  169.8415547    0.0175250     13.400     8.092    EM
                                                   1178.710   799.798
     5 -0.94429779D+04   78.5700367    0.0082518     13.013     7.231    EM
                                                   1160.465   819.291
     6 -0.94071735D+04   35.8044398    0.0037916     12.928     7.223    EM
                                                   1144.498   835.352
     7 -0.93900192D+04   17.1543276    0.0018235     12.797     7.391    EM
                                                   1131.147   848.665
     8 -0.93814156D+04    8.6035419    0.0009162     12.624     7.625    EM
                                                   1120.307   859.444
     9 -0.93767724D+04    4.6432210    0.0004949     12.436     7.848    EM
                                                   1111.592   868.124
    10 -0.93740938D+04    2.6785816    0.0002857     12.254     8.032    EM
                                                   1104.607   875.107


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16567434D+05    0.0000000    0.0000000    228.096   323.781    EM
                                                    305.252  1142.871
     2 -0.12461408D+05 4106.0257140    0.2478372    333.966   591.076    EM
                                                    290.056   784.902
     3 -0.10378894D+05 2082.5142885    0.1671171    344.452   568.054    EM
                                                    379.076   708.418
     4 -0.95556526D+04  823.2412234    0.0793188    339.379   519.356    EM
                                                    441.187   700.078
     5 -0.93081191D+04  247.5334479    0.0259044    327.049   482.866    EM
                                                    482.381   707.704
     6 -0.92622757D+04   45.8433694    0.0049251    325.618   468.802    EM
                                                    505.420   700.159
     7 -0.92175195D+04   44.7562736    0.0048321    330.792   469.295    EM
                                                    517.311   682.602
     8 -0.92004604D+04   17.0590173    0.0018507    336.551   470.235    EM
                                                    526.116   667.098
     9 -0.91759890D+04   24.4714279    0.0026598    343.470   472.455    EM
                                                    532.381   651.694
    10 -0.91586157D+04   17.3732742    0.0018933    349.281   473.539    EM
                                                    538.177   639.003


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13096453D+05    0.0000000    0.0000000   1298.594   244.720    EM
                                                    334.197   122.490
     2 -0.10917063D+05 2179.3903311    0.1664107   1027.454   458.169    EM
                                                    404.952   109.425
     3 -0.10101459D+05  815.6044620    0.0747091   1092.053   711.071    EM
                                                    133.912    62.964
     4 -0.97032207D+04  398.2378620    0.0394238   1047.503   881.714    EM
                                                     42.693    28.090
     5 -0.95072514D+04  195.9692893    0.0201963   1005.838   935.501    EM
                                                     33.444    25.217
     6 -0.94287627D+04   78.4886845    0.0082557    994.031   948.265    EM
                                                     33.322    24.382
     7 -0.93872286D+04   41.5341037    0.0044050    994.480   948.381    EM
                                                     33.888    23.252
     8 -0.93634953D+04   23.7332738    0.0025283    999.240   944.450    EM
                                                     33.991    22.319
     9 -0.93491245D+04   14.3708142    0.0015348   1005.277   939.101    EM
                                                     33.952    21.670
    10 -0.93397904D+04    9.3341098    0.0009984   1011.385   933.154    EM
                                                     34.119    21.342


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14976563D+05    0.0000000    0.0000000    867.457   823.028    EM
                                                    113.243   196.272
     2 -0.10953511D+05 4023.0527491    0.2686232   1488.287   417.527    EM
                                                     62.156    32.030
     3 -0.99909900D+04  962.5205140    0.0878732   1131.384   439.180    EM
                                                    280.501   148.934
     4 -0.96431895D+04  347.8005459    0.0348114    957.220   487.848    EM
                                                    355.498   199.434
     5 -0.95051974D+04  137.9920415    0.0143098    916.806   545.236    EM
                                                    327.017   210.942
     6 -0.94317126D+04   73.4848725    0.0077310    912.120   596.263    EM
                                                    275.856   215.761
     7 -0.93823976D+04   49.3149281    0.0052286    903.509   621.511    EM
                                                    238.140   236.839
     8 -0.93282216D+04   54.1760312    0.0057742    832.202   576.672    EM
                                                    270.071   321.054
     9 -0.92495590D+04   78.6625634    0.0084328    725.558   503.940    EM
                                                    339.804   430.697
    10 -0.91737489D+04   75.8100950    0.0081961    665.190   505.541    EM
                                                    357.611   471.659


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13230888D+05    0.0000000    0.0000000   1199.466   555.775    EM
                                                    160.855    83.905
     2 -0.10611756D+05 2619.1324830    0.1979559   1230.391   769.171    EM
                                                      0.252     0.186
     3 -0.99650183D+04  646.7377149    0.0609454   1180.550   819.060    EM
                                                      0.254     0.136
     4 -0.96008010D+04  364.2172368    0.0365496   1175.873   807.686    EM
                                                      9.061     7.380
     5 -0.95410732D+04   59.7278094    0.0062211   1165.242   818.352    EM
                                                      9.044     7.363
     6 -0.95111820D+04   29.8911704    0.0031329   1152.371   833.108    EM
                                                      7.999     6.522
     7 -0.94772514D+04   33.9306470    0.0035674   1135.691   852.980    EM
                                                      6.239     5.090
     8 -0.94449954D+04   32.2560135    0.0034035   1113.587   878.428    EM
                                                      4.397     3.589
     9 -0.94184233D+04   26.5720950    0.0028134   1087.664   906.997    EM
                                                      2.939     2.400
    10 -0.93967600D+04   21.6632546    0.0023001   1060.345   936.144    EM
                                                      1.933     1.578


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18111096D+05    0.0000000    0.0000000    110.503  1093.957    EM
                                                    156.307   639.233
     2 -0.10401178D+05 7709.9184535    0.4257014    149.914   805.010    EM
                                                    211.206   833.869
     3 -0.99933290D+04  407.8486050    0.0392118     96.128   402.904    EM
                                                    350.882  1150.086
     4 -0.97900789D+04  203.2501045    0.0203386     95.341   342.371    EM
                                                    418.317  1143.970
     5 -0.96642269D+04  125.8519688    0.0128551    106.015   339.733    EM
                                                    460.880  1093.372
     6 -0.95838025D+04   80.4243458    0.0083219    126.308   365.420    EM
                                                    483.934  1024.338
     7 -0.95302194D+04   53.5831772    0.0055910    145.548   376.453    EM
                                                    506.311   971.688
     8 -0.94838350D+04   46.3843422    0.0048671    165.991   380.831    EM
                                                    526.411   926.767
     9 -0.94461256D+04   37.7094301    0.0039762    190.135   388.640    EM
                                                    538.632   882.592
    10 -0.94126316D+04   33.4939428    0.0035458    222.218   408.186    EM
                                                    538.218   831.377


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17941679D+05    0.0000000    0.0000000     93.763   418.767    EM
                                                    258.370  1229.100
     2 -0.10714336D+05 7227.3428952    0.4028242    241.709   828.061    EM
                                                    203.493   726.737
     3 -0.96025721D+04 1111.7636586    0.1037641    284.345   848.540    EM
                                                    252.124   614.991
     4 -0.93351671D+04  267.4050316    0.0278472    312.458   834.848    EM
                                                    277.979   574.716
     5 -0.92346364D+04  100.5306115    0.0107690    343.675   818.223    EM
                                                    290.059   548.043
     6 -0.91909616D+04   43.6748789    0.0047295    370.419   796.868    EM
                                                    299.588   533.124
     7 -0.91642128D+04   26.7487879    0.0029103    393.020   774.866    EM
                                                    307.395   524.720
     8 -0.91453802D+04   18.8325462    0.0020550    412.888   754.714    EM
                                                    313.005   519.393
     9 -0.91308360D+04   14.5442354    0.0015903    430.642   736.505    EM
                                                    316.870   515.983
    10 -0.91188658D+04   11.9702165    0.0013110    446.579   720.148    EM
                                                    319.498   513.776


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20263668D+05    0.0000000    0.0000000    361.755   976.301    EM
                                                    202.322   459.622
     2 -0.10558841D+05 9704.8269473    0.4789275    315.963   822.858    EM
                                                    271.595   589.585
     3 -0.10016550D+05  542.2913042    0.0513590    158.537   317.468    EM
                                                    517.515  1006.480
     4 -0.95920329D+04  424.5168035    0.0423815     79.022   118.804    EM
                                                    656.312  1145.862
     5 -0.94411377D+04  150.8952600    0.0157313     92.749   117.242    EM
                                                    692.038  1097.971
     6 -0.93716334D+04   69.5042966    0.0073619    156.493   173.474    EM
                                                    681.455   988.577
     7 -0.93045389D+04   67.0944162    0.0071593    266.467   273.657    EM
                                                    624.459   835.418
     8 -0.92386251D+04   65.9138659    0.0070841    359.217   344.873    EM
                                                    572.674   723.237
     9 -0.91841446D+04   54.4805085    0.0058970    418.518   368.826    EM
                                                    549.633   663.023
    10 -0.91450304D+04   39.1141407    0.0042589    451.076   365.167    EM
                                                    549.037   634.720


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20419120D+05    0.0000000    0.0000000     78.235   177.115    EM
                                                    919.392   825.258
     2 -0.11223079D+05 9196.0403007    0.4503642    246.379   384.993    EM
                                                    661.148   707.481
     3 -0.94700638D+04 1753.0155350    0.1561974    347.859   522.067    EM
                                                    563.230   566.843
     4 -0.92030916D+04  266.9721655    0.0281912    333.066   494.635    EM
                                                    566.749   605.550
     5 -0.91125821D+04   90.5095610    0.0098347    334.590   493.197    EM
                                                    546.679   625.533
     6 -0.90824162D+04   30.1658435    0.0033104    332.978   496.028    EM
                                                    529.408   641.587
     7 -0.90654996D+04   16.9166626    0.0018626    330.262   499.376    EM
                                                    514.601   655.760
     8 -0.90517562D+04   13.7433507    0.0015160    326.804   502.051    EM
                                                    501.536   669.609
     9 -0.90425593D+04    9.1968806    0.0010160    324.278   504.225    EM
                                                    490.885   680.613
    10 -0.90356851D+04    6.8742002    0.0007602    322.464   505.497    EM
                                                    481.953   690.087


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17218905D+05    0.0000000    0.0000000    571.654   216.839    EM
                                                   1038.393   173.115
     2 -0.11133580D+05 6085.3247957    0.3534095    931.161   235.249    EM
                                                    725.746   107.844
     3 -0.10124720D+05 1008.8597273    0.0906141   1024.999   304.244    EM
                                                    566.996   103.761
     4 -0.97964515D+04  328.2687515    0.0324225   1035.173   371.323    EM
                                                    465.400   128.104
     5 -0.96643226D+04  132.1289778    0.0134874    970.048   428.286    EM
                                                    433.715   167.952
     6 -0.95295644D+04  134.7581952    0.0139439    841.695   461.623    EM
                                                    468.993   227.689
     7 -0.93794931D+04  150.0712505    0.0157480    713.981   478.963    EM
                                                    515.573   291.483
     8 -0.93063218D+04   73.1713087    0.0078012    609.318   485.559    EM
                                                    556.742   348.381
     9 -0.92583574D+04   47.9643608    0.0051540    536.089   487.750    EM
                                                    581.670   394.491
    10 -0.92219883D+04   36.3691002    0.0039282    471.920   483.086    EM
                                                    606.649   438.345


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9




  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20419120D+05    0.0000000    0.0000000     78.235   177.115    EM
                                                    919.392   825.258
     2 -0.11223079D+05 9196.0403007    0.4503642    246.379   384.993    EM
                                                    661.148   707.481
     3 -0.94700638D+04 1753.0155350    0.1561974    347.859   522.067    EM
                                                    563.230   566.843
     4 -0.92030916D+04  266.9721655    0.0281912    333.066   494.635    EM
                                                    566.749   605.550
     5 -0.91125821D+04   90.5095610    0.0098347    334.590   493.197    EM
                                                    546.679   625.533
     6 -0.90824162D+04   30.1658435    0.0033104    332.978   496.028    EM
                                                    529.408   641.587
     7 -0.90654996D+04   16.9166626    0.0018626    330.262   499.376    EM
                                                    514.601   655.760
     8 -0.90517562D+04   13.7433507    0.0015160    326.804   502.051    EM
                                                    501.536   669.609
     9 -0.90425593D+04    9.1968806    0.0010160    324.278   504.225    EM
                                                    490.885   680.613
    10 -0.90356851D+04    6.8742002    0.0007602    322.464   505.497    EM
                                                    481.953   690.087
    11 -0.90304825D+04    5.2026658    0.0005758    321.153   506.226    EM
                                                    474.611   698.011
    12 -0.90265203D+04    3.9622096    0.0004388    320.199   506.656    EM
                                                    468.647   704.498
    13 -0.90234666D+04    3.0536815    0.0003383    319.492   506.924    EM
                                                    463.837   709.748
    14 -0.90210738D+04    2.3927397    0.0002652    318.956   507.101    EM
                                                    459.973   713.970
    15 -0.90191631D+04    1.9107172    0.0002118    318.537   507.226    EM
                                                    456.877   717.360
    16 -0.90176073D+04    1.5558377    0.0001725    318.201   507.320    EM
                                                    454.396   720.083
    17 -0.90163164D+04    1.2908628    0.0001431    317.924   507.395    EM
                                                    452.406   722.275
    18 -0.90152267D+04    1.0896889    0.0001209    317.690   507.459    EM
                                                    450.803   724.048
    19 -0.90142926D+04    0.9341059    0.0001036    317.487   507.516    EM
                                                    449.507   725.490
    20 -0.90134811D+04    0.8115405    0.0000900    317.308   507.569    EM
                                                    448.453   726.670
    21 -0.90127678D+04    0.7132618    0.0000791    317.147   507.619    EM
                                                    447.589   727.645
    22 -0.90121347D+04    0.6330762    0.0000702    317.001   507.668    EM
                                                    446.873   728.458
    23 -0.90115681D+04    0.5666042    0.0000629    316.866   507.716    EM
                                                    446.274   729.144
    24 -0.90110574D+04    0.5106974    0.0000567    316.739   507.764    EM
                                                    445.768   729.729
    25 -0.90105944D+04    0.4630616    0.0000514    316.620   507.812    EM
                                                    445.333   730.234
    26 -0.90101724D+04    0.4220013    0.0000468    316.508   507.860    EM
                                                    444.955   730.677
    27 -0.90097861D+04    0.3862456    0.0000429    316.401   507.908    EM
                                                    444.621   731.070
    28 -0.90094313D+04    0.3548271    0.0000394    316.298   507.955    EM
                                                    444.324   731.423
    29 -0.90091043D+04    0.3269996    0.0000363    316.200   508.002    EM
                                                    444.054   731.744
    30 -0.90088021D+04    0.3021790    0.0000335    316.105   508.049    EM
                                                    443.807   732.039
    31 -0.90085222D+04    0.2799016    0.0000311    316.014   508.095    EM
                                                    443.579   732.312
    32 -0.90082624D+04    0.2597961    0.0000288    315.925   508.141    EM
                                                    443.367   732.567
    33 -0.90080209D+04    0.2415613    0.0000268    315.840   508.186    EM
                                                    443.167   732.807
    34 -0.90077959D+04    0.2249477    0.0000250    315.757   508.231    EM
                                                    442.978   733.033
    35 -0.90075862D+04    0.2097513    0.0000233    315.677   508.275    EM
                                                    442.799   733.248
    36 -0.90073904D+04    0.1958011    0.0000217    315.600   508.318    EM
                                                    442.629   733.453
    37 -0.90072074D+04    0.1829533    0.0000203    315.525   508.360    EM
                                                    442.466   733.648
    38 -0.90070363D+04    0.1710858    0.0000190    315.453   508.401    EM
                                                    442.311   733.835
    39 -0.90068762D+04    0.1600952    0.0000178    315.383   508.441    EM
                                                    442.163   734.013
    40 -0.90067263D+04    0.1498926    0.0000166    315.315   508.481    EM
                                                    442.021   734.184
    41 -0.90065859D+04    0.1404015    0.0000156    315.249   508.519    EM
                                                    441.885   734.347
    42 -0.90064544D+04    0.1315559    0.0000146    315.186   508.555    EM
                                                    441.756   734.502
    43 -0.90063311D+04    0.1232984    0.0000137    315.125   508.591    EM
                                                    441.633   734.651
    44 -0.90062155D+04    0.1155787    0.0000128    315.066   508.626    EM
                                                    441.516   734.792
    45 -0.90061072D+04    0.1083530    0.0000120    315.009   508.659    EM
                                                    441.405   734.927
    46 -0.90060056D+04    0.1015826    0.0000113    314.955   508.691    EM
                                                    441.299   735.055
    47 -0.90059103D+04    0.0952331    0.0000106    314.902   508.722    EM
                                                    441.199   735.177
    48 -0.90058211D+04    0.0892742    0.0000099    314.852   508.752    EM
                                                    441.105   735.292
    49 -0.90057374D+04    0.0836785    0.0000093    314.803   508.780    EM
                                                    441.016   735.400
    50 -0.90056590D+04    0.0784216    0.0000087    314.757   508.807    EM
                                                    440.933   735.503
    51 -0.90055855D+04    0.0734814    0.0000082    314.712   508.833    EM
                                                    440.856   735.599
    52 -0.90055167D+04    0.0688376    0.0000076    314.670   508.858    EM
                                                    440.783   735.690
    53 -0.90054522D+04    0.0644721    0.0000072    314.629   508.881    EM
                                                    440.715   735.775
    54 -0.90053918D+04    0.0603680    0.0000067    314.590   508.903    EM
                                                    440.653   735.854
    55 -0.90053353D+04    0.0565098    0.0000063    314.553   508.924    EM
                                                    440.595   735.928
    56 -0.90052824D+04    0.0528833    0.0000059    314.517   508.944    EM
                                                    440.542   735.997
    57 -0.90052329D+04    0.0494750    0.0000055    314.483   508.963    EM
                                                    440.494   736.060
    58 -0.90051867D+04    0.0462725    0.0000051    314.451   508.981    EM
                                                    440.449   736.119
    59 -0.90051434D+04    0.0432646    0.0000048    314.420   508.997    EM
                                                    440.409   736.173
    60 -0.90051030D+04    0.0404405    0.0000045    314.391   509.013    EM
                                                    440.373   736.222
    61 -0.90050652D+04    0.0377876    0.0000042    314.364   509.028    EM
                                                    440.341   736.268
    62 -0.90050299D+04    0.0352990    0.0000039    314.338   509.041    EM
                                                    440.312   736.309
    63 -0.90049969D+04    0.0329644    0.0000037    314.313   509.054    EM
                                                    440.287   736.346
    64 -0.90049661D+04    0.0307752    0.0000034    314.289   509.066    EM
                                                    440.265   736.380
    65 -0.90049374D+04    0.0287232    0.0000032    314.267   509.077    EM
                                                    440.246   736.410
    66 -0.90047508D+04    0.1865773    0.0000207    313.777   509.361    QN
                                                    438.738   738.124
    67 -0.90046567D+04    0.0940958    0.0000104    313.778   509.378    EM
                                                    439.067   737.776
    68 -0.90046451D+04    0.0116577    0.0000013    313.819   509.376    EM
                                                    439.293   737.512
    69 -0.90046371D+04    0.0080307    0.0000009    313.844   509.359    EM
                                                    439.460   737.337
    70 -0.90046302D+04    0.0068328    0.0000008    313.861   509.339    EM
                                                    439.596   737.204
    71 -0.90046241D+04    0.0060976    0.0000007    313.873   509.319    EM
                                                    439.711   737.096
    72 -0.90046186D+04    0.0055326    0.0000006    313.883   509.302    EM
                                                    439.811   737.004
    73 -0.90046135D+04    0.0050593    0.0000006    313.892   509.286    EM
                                                    439.897   736.925
    74 -0.90046089D+04    0.0046471    0.0000005    313.899   509.272    EM
                                                    439.973   736.856
    75 -0.90046046D+04    0.0042804    0.0000005    313.905   509.259    EM
                                                    440.040   736.795
    76 -0.90046007D+04    0.0039504    0.0000004    313.911   509.248    EM
                                                    440.100   736.741
    77 -0.90045970D+04    0.0036509    0.0000004    313.915   509.238    EM
                                                    440.154   736.693
    78 -0.90045936D+04    0.0033776    0.0000004    313.919   509.229    EM
                                                    440.202   736.650
    79 -0.90045905D+04    0.0031273    0.0000003    313.923   509.221    EM
                                                    440.246   736.611
    80 -0.90045609D+04    0.0296106    0.0000033    313.927   509.177    QN
                                                    440.313   736.582
    81 -0.90045541D+04    0.0067870    0.0000008    313.909   509.176    EM
                                                    440.456   736.459
    82 -0.90045533D+04    0.0007717    0.0000001    313.909   509.175    EM
                                                    440.551   736.365


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7




  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17941679D+05    0.0000000    0.0000000     93.763   418.767    EM
                                                    258.370  1229.100
     2 -0.10714336D+05 7227.3428952    0.4028242    241.709   828.061    EM
                                                    203.493   726.737
     3 -0.96025721D+04 1111.7636586    0.1037641    284.345   848.540    EM
                                                    252.124   614.991
     4 -0.93351671D+04  267.4050316    0.0278472    312.458   834.848    EM
                                                    277.979   574.716
     5 -0.92346364D+04  100.5306115    0.0107690    343.675   818.223    EM
                                                    290.059   548.043
     6 -0.91909616D+04   43.6748789    0.0047295    370.419   796.868    EM
                                                    299.588   533.124
     7 -0.91642128D+04   26.7487879    0.0029103    393.020   774.866    EM
                                                    307.395   524.720
     8 -0.91453802D+04   18.8325462    0.0020550    412.888   754.714    EM
                                                    313.005   519.393
     9 -0.91308360D+04   14.5442354    0.0015903    430.642   736.505    EM
                                                    316.870   515.983
    10 -0.91188658D+04   11.9702165    0.0013110    446.579   720.148    EM
                                                    319.498   513.776
    11 -0.91086555D+04   10.2103166    0.0011197    460.810   705.625    EM
                                                    321.294   512.271
    12 -0.90998108D+04    8.8447005    0.0009710    473.412   692.899    EM
                                                    322.551   511.139
    13 -0.90920994D+04    7.7114031    0.0008474    484.507   681.855    EM
                                                    323.458   510.179
    14 -0.90853425D+04    6.7569034    0.0007432    494.272   672.311    EM
                                                    324.128   509.289
    15 -0.90793895D+04    5.9529984    0.0006552    502.902   664.055    EM
                                                    324.616   508.426
    16 -0.90741194D+04    5.2700537    0.0005804    510.580   656.886    EM
                                                    324.950   507.584
    17 -0.90694413D+04    4.6781358    0.0005155    517.455   650.630    EM
                                                    325.142   506.773
    18 -0.90538415D+04   15.5997796    0.0017200    562.727   612.235    FS
                                                    322.648   502.390
    19 -0.90400821D+04   13.7593758    0.0015197    565.507   608.128    EM
                                                    322.287   504.077
    20 -0.90382804D+04    1.8017249    0.0001993    568.318   605.673    EM
                                                    321.990   504.019
    21 -0.90373216D+04    0.9588059    0.0001061    570.468   603.957    EM
                                                    321.864   503.712
    22 -0.90367127D+04    0.6088751    0.0000674    572.104   602.681    EM
                                                    321.816   503.400
    23 -0.90362877D+04    0.4250024    0.0000470    573.384   601.687    EM
                                                    321.801   503.129
    24 -0.90359705D+04    0.3171717    0.0000351    574.415   600.879    EM
                                                    321.799   502.907
    25 -0.90357214D+04    0.2490934    0.0000276    575.272   600.198    EM
                                                    321.800   502.729
    26 -0.90355178D+04    0.2036120    0.0000225    576.004   599.605    EM
                                                    321.803   502.588
    27 -0.90353461D+04    0.1717224    0.0000190    576.645   599.074    EM
                                                    321.804   502.477
    28 -0.90351977D+04    0.1483585    0.0000164    577.218   598.589    EM
                                                    321.804   502.389
    29 -0.90350672D+04    0.1305346    0.0000144    577.740   598.139    EM
                                                    321.802   502.319
    30 -0.90349508D+04    0.1164323    0.0000129    578.220   597.716    EM
                                                    321.800   502.264
    31 -0.90348459D+04    0.1049152    0.0000116    578.668   597.316    EM
                                                    321.797   502.219
    32 -0.90347506D+04    0.0952565    0.0000105    579.088   596.936    EM
                                                    321.793   502.183
    33 -0.90346636D+04    0.0869798    0.0000096    579.484   596.572    EM
                                                    321.789   502.155
    34 -0.90345839D+04    0.0797663    0.0000088    579.860   596.224    EM
                                                    321.785   502.131
    35 -0.90345105D+04    0.0733963    0.0000081    580.218   595.889    EM
                                                    321.781   502.112
    36 -0.90344427D+04    0.0677143    0.0000075    580.559   595.568    EM
                                                    321.777   502.096
    37 -0.90343801D+04    0.0626067    0.0000069    580.886   595.259    EM
                                                    321.773   502.082
    38 -0.90343222D+04    0.0579882    0.0000064    581.198   594.961    EM
                                                    321.769   502.071
    39 -0.90342684D+04    0.0537928    0.0000060    581.498   594.674    EM
                                                    321.766   502.061
    40 -0.90342184D+04    0.0499677    0.0000055    581.786   594.398    EM
                                                    321.763   502.053
    41 -0.90341719D+04    0.0464702    0.0000051    582.063   594.131    EM
                                                    321.760   502.046
    42 -0.90341287D+04    0.0432644    0.0000048    582.330   593.874    EM
                                                    321.757   502.040
    43 -0.90340883D+04    0.0403200    0.0000045    582.586   593.625    EM
                                                    321.754   502.034
    44 -0.90340507D+04    0.0376109    0.0000042    582.834   593.385    EM
                                                    321.752   502.029
    45 -0.90340156D+04    0.0351145    0.0000039    583.073   593.153    EM
                                                    321.750   502.025
    46 -0.90339828D+04    0.0328109    0.0000036    583.303   592.928    EM
                                                    321.749   502.020
    47 -0.90339521D+04    0.0306824    0.0000034    583.526   592.711    EM
                                                    321.747   502.017
    48 -0.90339234D+04    0.0287136    0.0000032    583.741   592.501    EM
                                                    321.746   502.013
    49 -0.90338965D+04    0.0268903    0.0000030    583.949   592.297    EM
                                                    321.745   502.009
    50 -0.90338713D+04    0.0252001    0.0000028    584.150   592.100    EM
                                                    321.744   502.006
    51 -0.90338477D+04    0.0236317    0.0000026    584.345   591.909    EM
                                                    321.743   502.003
    52 -0.90338255D+04    0.0221750    0.0000025    584.534   591.723    EM
                                                    321.743   502.000
    53 -0.90338047D+04    0.0208207    0.0000023    584.717   591.544    EM
                                                    321.742   501.997
    54 -0.90337851D+04    0.0195607    0.0000022    584.894   591.369    EM
                                                    321.742   501.994
    55 -0.90337667D+04    0.0183873    0.0000020    585.066   591.200    EM
                                                    321.742   501.991
    56 -0.90337494D+04    0.0172938    0.0000019    585.233   591.036    EM
                                                    321.742   501.989
    57 -0.90337332D+04    0.0162739    0.0000018    585.395   590.876    EM
                                                    321.742   501.986
    58 -0.90337178D+04    0.0153220    0.0000017    585.552   590.722    EM
                                                    321.743   501.983
    59 -0.90337034D+04    0.0144329    0.0000016    585.705   590.571    EM
                                                    321.743   501.981
    60 -0.90336898D+04    0.0136018    0.0000015    585.853   590.425    EM
                                                    321.744   501.978
    61 -0.90336770D+04    0.0128245    0.0000014    585.997   590.283    EM
                                                    321.744   501.976
    62 -0.90336649D+04    0.0120974    0.0000013    586.137   590.145    EM
                                                    321.745   501.973
    63 -0.90336535D+04    0.0114157    0.0000013    586.273   590.010    EM
                                                    321.746   501.971
    64 -0.90336427D+04    0.0107772    0.0000012    586.405   589.880    EM
                                                    321.746   501.969
    65 -0.90336325D+04    0.0101785    0.0000011    586.534   589.753    EM
                                                    321.747   501.966
    66 -0.90336229D+04    0.0096169    0.0000011    586.659   589.629    EM
                                                    321.748   501.964
    67 -0.90336138D+04    0.0090897    0.0000010    586.781   589.509    EM
                                                    321.749   501.962
    68 -0.90335372D+04    0.0765964    0.0000085    588.961   587.289    QN
                                                    321.898   501.852
    69 -0.90334988D+04    0.0383939    0.0000043    589.061   587.215    EM
                                                    321.831   501.892
    70 -0.90334934D+04    0.0054712    0.0000006    589.147   587.160    EM
                                                    321.804   501.890
    71 -0.90334899D+04    0.0034043    0.0000004    589.204   587.113    EM
                                                    321.793   501.890
    72 -0.90334873D+04    0.0026551    0.0000003    589.250   587.069    EM
                                                    321.790   501.891
    73 -0.90334850D+04    0.0022911    0.0000003    589.293   587.025    EM
                                                    321.789   501.893
    74 -0.90334829D+04    0.0020752    0.0000002    589.335   586.982    EM
                                                    321.790   501.894
    75 -0.90334810D+04    0.0019252    0.0000002    589.377   586.938    EM
                                                    321.790   501.895
    76 -0.90334792D+04    0.0018079    0.0000002    589.420   586.894    EM
                                                    321.791   501.895
    77 -0.90334775D+04    0.0017087    0.0000002    589.464   586.849    EM
                                                    321.791   501.896
    78 -0.90334759D+04    0.0016205    0.0000002    589.508   586.805    EM
                                                    321.792   501.896
    79 -0.90334743D+04    0.0015399    0.0000002    589.552   586.760    EM
                                                    321.792   501.896
    80 -0.90334729D+04    0.0014651    0.0000002    589.595   586.716    EM
                                                    321.793   501.896
    81 -0.90334715D+04    0.0013949    0.0000002    589.639   586.672    EM
                                                    321.794   501.895
    82 -0.90334701D+04    0.0013287    0.0000001    589.682   586.629    EM
                                                    321.794   501.895
    83 -0.90334494D+04    0.0207214    0.0000023    591.286   585.137    QN
                                                    321.758   501.818
    84 -0.90334447D+04    0.0046966    0.0000005    591.229   585.128    EM
                                                    321.787   501.855
    85 -0.90334443D+04    0.0004424    0.0000000    591.216   585.124    EM
                                                    321.798   501.862


     Beginning Time:  14:25:11
        Ending Time:  14:26:19
       Elapsed Time:  00:01:08



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