Mplus VERSION 7.3
MUTHEN & MUTHEN
09/22/2014   5:16 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of a Monte Carlo simulation study for a
    two-level IRT mixture analysis with binary factor indicators and a
    between-level categorical latent variable
  montecarlo:
  	names are u1-u8;
  	generate = u1-u8(1);
  	categorical = u1-u8;
  	genclasses = cb(2 b) c(2);
  	classes = cb(2) c(2);
  	nobservations = 2000;
  	ncsizes = 1;
  	csizes = 100(20);
  	between = cb;
  	seed = 3454367;
  	nrep = 1;
  	save = ex10.5.dat;

  analysis:
  	type = twolevel mixture;

  model population:

  	%within%
  	%overall%

      f by u1@1 u2-u8*1;
      [f@0];

  	[c#1*0.5];

  	%between%
  	%overall%
  	[cb#1*0];

  	%cb#1.c#1%

  	[u1$1*2 u2$1*2 u3$1*2 u4$1*2 u5$1*-2 u6$1*-2 u7$1*-2 u8$1*-2];

  	%cb#1.c#2%

  	[u1$1*-2 u2$1*-2 u3$1*-2 u4$1*-2 u5$1*2 u6$1*2 u7$1*2 u8$1*2];

  	%cb#2.c#1%
  	[u1$1*1 u2$1*1 u3$1*1 u4$1*1 u5$1*0 u6$1*0 u7$1*0 u8$1*0];

  	%cb#2.c#2%
  	[u1$1*-2 u2$1*-2 u3$1*-2 u4$1*2 u5$1*2 u6$1*2 u7$1*2 u8$1*2];



  model population-c:
  	%within%
  	
  	%c#1%
      f*3;

  	%c#2%
      f*2;


  model:

  	%within%
  	%overall%

      f by u1@1 u2-u8*1;
      [f@0];

  	[c#1*0.5];

  	%between%
  	%overall%
  	[cb#1*0];

  	%cb#1.c#1%

  	[u1$1*2 u2$1*2 u3$1*2 u4$1*2 u5$1*-2 u6$1*-2 u7$1*-2 u8$1*-2];

  	%cb#1.c#2%

  	[u1$1*-2 u2$1*-2 u3$1*-2 u4$1*-2 u5$1*2 u6$1*2 u7$1*2 u8$1*2];

  	%cb#2.c#1%
  	[u1$1*1 u2$1*1 u3$1*1 u4$1*1 u5$1*0 u6$1*0 u7$1*0 u8$1*0];

  	%cb#2.c#2%
  	[u1$1*-2 u2$1*-2 u3$1*-2 u4$1*2 u5$1*2 u6$1*2 u7$1*2 u8$1*2];



  model c:
  	%within%
  	
  	%c#1%
      f*3;

  	%c#2%
      f*2;

  output:
  	tech8 tech9;
  	
  	
  	

  	
  	



INPUT READING TERMINATED NORMALLY



this is an example of a Monte Carlo simulation study for 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 replications
    Requested                                                    1
    Completed                                                    1
Value of seed                                              3454367

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


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
Parameterization                                             LOGIT
Link                                                         LOGIT
Cholesky                                                        ON


SUMMARY OF DATA FOR THE FIRST REPLICATION

     Cluster information

       Size (s)    Number of clusters of Size s

         20           100





MODEL FIT INFORMATION

Number of Free Parameters                       43

Loglikelihood

    H0 Value

        Mean                             -9004.562
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000        -9004.562      -9004.562
           0.980       0.000        -9004.562      -9004.562
           0.950       0.000        -9004.562      -9004.562
           0.900       0.000        -9004.562      -9004.562
           0.800       0.000        -9004.562      -9004.562
           0.700       0.000        -9004.562      -9004.562
           0.500       0.000        -9004.562      -9004.562
           0.300       0.000        -9004.562      -9004.562
           0.200       0.000        -9004.562      -9004.562
           0.100       0.000        -9004.562      -9004.562
           0.050       0.000        -9004.562      -9004.562
           0.020       0.000        -9004.562      -9004.562
           0.010       0.000        -9004.562      -9004.562

Information Criteria

    Akaike (AIC)

        Mean                             18095.124
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000        18095.124      18095.124
           0.980       0.000        18095.124      18095.124
           0.950       0.000        18095.124      18095.124
           0.900       0.000        18095.124      18095.124
           0.800       0.000        18095.124      18095.124
           0.700       0.000        18095.124      18095.124
           0.500       0.000        18095.124      18095.124
           0.300       0.000        18095.124      18095.124
           0.200       0.000        18095.124      18095.124
           0.100       0.000        18095.124      18095.124
           0.050       0.000        18095.124      18095.124
           0.020       0.000        18095.124      18095.124
           0.010       0.000        18095.124      18095.124

    Bayesian (BIC)

        Mean                             18335.963
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000        18335.963      18335.963
           0.980       0.000        18335.963      18335.963
           0.950       0.000        18335.963      18335.963
           0.900       0.000        18335.963      18335.963
           0.800       0.000        18335.963      18335.963
           0.700       0.000        18335.963      18335.963
           0.500       0.000        18335.963      18335.963
           0.300       0.000        18335.963      18335.963
           0.200       0.000        18335.963      18335.963
           0.100       0.000        18335.963      18335.963
           0.050       0.000        18335.963      18335.963
           0.020       0.000        18335.963      18335.963
           0.010       0.000        18335.963      18335.963

    Sample-Size Adjusted BIC (n* = (n + 2) / 24)

        Mean                             18199.349
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000        18199.349      18199.349
           0.980       0.000        18199.349      18199.349
           0.950       0.000        18199.349      18199.349
           0.900       0.000        18199.349      18199.349
           0.800       0.000        18199.349      18199.349
           0.700       0.000        18199.349      18199.349
           0.500       0.000        18199.349      18199.349
           0.300       0.000        18199.349      18199.349
           0.200       0.000        18199.349      18199.349
           0.100       0.000        18199.349      18199.349
           0.050       0.000        18199.349      18199.349
           0.020       0.000        18199.349      18199.349
           0.010       0.000        18199.349      18199.349



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 CLASS PATTERNS
BASED ON ESTIMATED POSTERIOR PROBABILITIES

  Latent Class
    Pattern

    1  1        509.05234          0.25453
    1  2        313.93761          0.15697
    2  1        735.58762          0.36779
    2  2        441.42243          0.22071


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

  Latent Class
    Variable    Class

    CB             1       822.98993          0.41149
                   2      1177.01001          0.58851
    C              1      1244.63989          0.62232
                   2       755.36005          0.37768


FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS
BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN

Class Counts and Proportions

  Latent Class
    Pattern

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


FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE
BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN

  Latent Class
    Variable    Class

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


CLASSIFICATION QUALITY

     Entropy                         0.874


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   0.966    0.034    0.000    0.000
    2   0.006    0.994    0.000    0.000
    3   0.003    0.001    0.921    0.075
    4   0.000    0.001    0.148    0.851


MODEL RESULTS

                              ESTIMATES              S. E.     M. S. E.  95%  % Sig
                 Population   Average   Std. Dev.   Average             Cover Coeff
Within Level

Latent Class Pattern 1 1

 F        BY
  U1                  1.000     1.0000     0.0000     0.0000     0.0000 1.000 0.000
  U2                  1.000     1.0455     0.0000     0.1232     0.0021 1.000 1.000
  U3                  1.000     1.1132     0.0000     0.1403     0.0128 1.000 1.000
  U4                  1.000     1.1398     0.0000     0.1383     0.0195 1.000 1.000
  U5                  1.000     1.1162     0.0000     0.1467     0.0135 1.000 1.000
  U6                  1.000     0.9938     0.0000     0.1462     0.0000 1.000 1.000
  U7                  1.000     1.0225     0.0000     0.1505     0.0005 1.000 1.000
  U8                  1.000     1.0568     0.0000     0.1511     0.0032 1.000 1.000

 Means
  F                   0.000     0.0000     0.0000     0.0000     0.0000 1.000 0.000

 Variances
  F                   3.000     2.5330     0.0000     0.4995     0.2181 1.000 1.000

Latent Class Pattern 1 2

 F        BY
  U1                  1.000     1.0000     0.0000     0.0000     0.0000 1.000 0.000
  U2                  1.000     1.0455     0.0000     0.1232     0.0021 1.000 1.000
  U3                  1.000     1.1132     0.0000     0.1403     0.0128 1.000 1.000
  U4                  1.000     1.1398     0.0000     0.1383     0.0195 1.000 1.000
  U5                  1.000     1.1162     0.0000     0.1467     0.0135 1.000 1.000
  U6                  1.000     0.9938     0.0000     0.1462     0.0000 1.000 1.000
  U7                  1.000     1.0225     0.0000     0.1505     0.0005 1.000 1.000
  U8                  1.000     1.0568     0.0000     0.1511     0.0032 1.000 1.000

 Means
  F                   0.000     0.0000     0.0000     0.0000     0.0000 1.000 0.000

 Variances
  F                   2.000     2.3604     0.0000     0.5694     0.1299 1.000 1.000

Latent Class Pattern 2 1

 F        BY
  U1                  1.000     1.0000     0.0000     0.0000     0.0000 1.000 0.000
  U2                  1.000     1.0455     0.0000     0.1232     0.0021 1.000 1.000
  U3                  1.000     1.1132     0.0000     0.1403     0.0128 1.000 1.000
  U4                  1.000     1.1398     0.0000     0.1383     0.0195 1.000 1.000
  U5                  1.000     1.1162     0.0000     0.1467     0.0135 1.000 1.000
  U6                  1.000     0.9938     0.0000     0.1462     0.0000 1.000 1.000
  U7                  1.000     1.0225     0.0000     0.1505     0.0005 1.000 1.000
  U8                  1.000     1.0568     0.0000     0.1511     0.0032 1.000 1.000

 Means
  F                   0.000     0.0000     0.0000     0.0000     0.0000 1.000 0.000

 Variances
  F                   3.000     2.5330     0.0000     0.4995     0.2181 1.000 1.000

Latent Class Pattern 2 2

 F        BY
  U1                  1.000     1.0000     0.0000     0.0000     0.0000 1.000 0.000
  U2                  1.000     1.0455     0.0000     0.1232     0.0021 1.000 1.000
  U3                  1.000     1.1132     0.0000     0.1403     0.0128 1.000 1.000
  U4                  1.000     1.1398     0.0000     0.1383     0.0195 1.000 1.000
  U5                  1.000     1.1162     0.0000     0.1467     0.0135 1.000 1.000
  U6                  1.000     0.9938     0.0000     0.1462     0.0000 1.000 1.000
  U7                  1.000     1.0225     0.0000     0.1505     0.0005 1.000 1.000
  U8                  1.000     1.0568     0.0000     0.1511     0.0032 1.000 1.000

 Means
  F                   0.000     0.0000     0.0000     0.0000     0.0000 1.000 0.000

 Variances
  F                   2.000     2.3604     0.0000     0.5694     0.1299 1.000 1.000

Between Level

Latent Class Pattern 1 1

 Thresholds
  U1$1                2.000     1.6395     0.0000     0.1688     0.1300 0.000 1.000
  U2$1                2.000     1.9198     0.0000     0.1743     0.0064 1.000 1.000
  U3$1                2.000     2.2391     0.0000     0.2022     0.0572 1.000 1.000
  U4$1                2.000     2.0376     0.0000     0.1785     0.0014 1.000 1.000
  U5$1               -2.000    -1.7286     0.0000     0.1724     0.0737 1.000 1.000
  U6$1               -2.000    -1.9889     0.0000     0.1661     0.0001 1.000 1.000
  U7$1               -2.000    -1.9636     0.0000     0.1854     0.0013 1.000 1.000
  U8$1               -2.000    -1.9713     0.0000     0.1975     0.0008 1.000 1.000

Latent Class Pattern 1 2

 Thresholds
  U1$1               -2.000    -1.9935     0.0000     0.2269     0.0000 1.000 1.000
  U2$1               -2.000    -1.8855     0.0000     0.2197     0.0131 1.000 1.000
  U3$1               -2.000    -1.9549     0.0000     0.1996     0.0020 1.000 1.000
  U4$1               -2.000    -2.3038     0.0000     0.2705     0.0923 1.000 1.000
  U5$1                2.000     2.0690     0.0000     0.2224     0.0048 1.000 1.000
  U6$1                2.000     2.2720     0.0000     0.2318     0.0740 1.000 1.000
  U7$1                2.000     1.8761     0.0000     0.2379     0.0154 1.000 1.000
  U8$1                2.000     1.8345     0.0000     0.2541     0.0274 1.000 1.000

Latent Class Pattern 2 1

 Thresholds
  U1$1                1.000     1.0445     0.0000     0.1424     0.0020 1.000 1.000
  U2$1                1.000     0.8888     0.0000     0.1608     0.0124 1.000 1.000
  U3$1                1.000     1.1215     0.0000     0.1517     0.0148 1.000 1.000
  U4$1                1.000     1.1377     0.0000     0.1828     0.0190 1.000 1.000
  U5$1                0.000    -0.0077     0.0000     0.1603     0.0001 1.000 0.000
  U6$1                0.000     0.0063     0.0000     0.1546     0.0000 1.000 0.000
  U7$1                0.000    -0.0862     0.0000     0.1589     0.0074 1.000 0.000
  U8$1                0.000    -0.0591     0.0000     0.1902     0.0035 1.000 0.000

Latent Class Pattern 2 2

 Thresholds
  U1$1               -2.000    -1.9932     0.0000     0.2970     0.0000 1.000 1.000
  U2$1               -2.000    -2.0972     0.0000     0.3464     0.0094 1.000 1.000
  U3$1               -2.000    -2.1869     0.0000     0.3125     0.0349 1.000 1.000
  U4$1                2.000     1.6069     0.0000     0.2576     0.1545 1.000 1.000
  U5$1                2.000     1.7989     0.0000     0.2497     0.0405 1.000 1.000
  U6$1                2.000     1.7677     0.0000     0.2597     0.0540 1.000 1.000
  U7$1                2.000     1.8003     0.0000     0.2239     0.0399 1.000 1.000
  U8$1                2.000     2.0350     0.0000     0.2600     0.0012 1.000 1.000

Categorical Latent Variables

Within Level

 Means
  C#1                 0.500     0.4994     0.0000     0.0710     0.0000 1.000 1.000

Between Level

 Means
  CB#1                0.000    -0.3578     0.0000     0.2039     0.1280 1.000 0.000


QUALITY OF NUMERICAL RESULTS

     Average Condition Number for the Information Matrix      0.432E-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              3.000
 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              2.000
 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              3.000
 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              2.000
 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              2.000         2.000         2.000         2.000        -2.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1
              U6$1          U7$1          U8$1
              ________      ________      ________
 1             -2.000        -2.000        -2.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1             -2.000        -2.000        -2.000        -2.000         2.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2
              U6$1          U7$1          U8$1
              ________      ________      ________
 1              2.000         2.000         2.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         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             -2.000        -2.000        -2.000         2.000         2.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2
              U6$1          U7$1          U8$1
              ________      ________      ________
 1              2.000         2.000         2.000


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART (WITHIN)


           ALPHA(C)
              CB#1          CB#2          C#1           C#2
              ________      ________      ________      ________
 1              0.000         0.000         0.500         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


     POPULATION 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             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              3.000
 CB#1           0.000         0.000
 C#1            0.000         0.000         0.000


     POPULATION 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             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              2.000
 CB#1           0.000         0.000
 C#1            0.000         0.000         0.000


     POPULATION 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             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              3.000
 CB#1           0.000         0.000
 C#1            0.000         0.000         0.000


     POPULATION 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             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              2.000
 CB#1           0.000         0.000
 C#1            0.000         0.000         0.000


     POPULATION 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


     POPULATION 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


     POPULATION 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


     POPULATION 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


     POPULATION 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


     POPULATION 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              2.000         2.000         2.000         2.000        -2.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1
              U6$1          U7$1          U8$1
              ________      ________      ________
 1             -2.000        -2.000        -2.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1             -2.000        -2.000        -2.000        -2.000         2.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2
              U6$1          U7$1          U8$1
              ________      ________      ________
 1              2.000         2.000         2.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         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             -2.000        -2.000        -2.000         2.000         2.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2
              U6$1          U7$1          U8$1
              ________      ________      ________
 1              2.000         2.000         2.000


     POPULATION VALUES FOR LATENT CLASS REGRESSION MODEL PART (WITHIN)


           ALPHA(C)
              CB#1          CB#2          C#1           C#2
              ________      ________      ________      ________
 1              0.000         0.000         0.500         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


     POPULATION 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


  TECHNICAL 8 OUTPUT FOR REPLICATION 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.90284340D+04    0.0000000    0.0000000    513.803   311.239    EM
                                                    752.394   422.564
     2 -0.90078795D+04   20.5544688    0.0022766    512.873   310.834    EM
                                                    751.624   424.668
     3 -0.90063990D+04    1.4805298    0.0001644    512.363   311.023    EM
                                                    749.337   427.277
     4 -0.90058025D+04    0.5964638    0.0000662    511.954   311.313    EM
                                                    747.172   429.560
     5 -0.90054656D+04    0.3369369    0.0000374    511.594   311.609    EM
                                                    745.320   431.477
     6 -0.90052455D+04    0.2200616    0.0000244    511.272   311.885    EM
                                                    743.773   433.070
     7 -0.90050915D+04    0.1540236    0.0000171    510.987   312.133    EM
                                                    742.490   434.390
     8 -0.90049794D+04    0.1121370    0.0000125    510.735   312.354    EM
                                                    741.423   435.488
     9 -0.90048956D+04    0.0837941    0.0000093    510.514   312.548    EM
                                                    740.533   436.404
    10 -0.90048318D+04    0.0638189    0.0000071    510.322   312.720    EM
                                                    739.787   437.172
    11 -0.90047824D+04    0.0493416    0.0000055    510.153   312.870    EM
                                                    739.158   437.818
    12 -0.90047438D+04    0.0386314    0.0000043    510.007   313.003    EM
                                                    738.626   438.365
    13 -0.90047132D+04    0.0305814    0.0000034    509.879   313.119    EM
                                                    738.173   438.828
    14 -0.90046888D+04    0.0244530    0.0000027    509.768   313.222    EM
                                                    737.787   439.223
    15 -0.90046690D+04    0.0197377    0.0000022    509.671   313.312    EM
                                                    737.458   439.559
    16 -0.90046530D+04    0.0160766    0.0000018    509.586   313.392    EM
                                                    737.175   439.847
    17 -0.90046397D+04    0.0132094    0.0000015    509.512   313.462    EM
                                                    736.932   440.094
    18 -0.90046288D+04    0.0109472    0.0000012    509.448   313.523    EM
                                                    736.724   440.305
    19 -0.90046196D+04    0.0091504    0.0000010    509.392   313.578    EM
                                                    736.545   440.486
    20 -0.90046119D+04    0.0077128    0.0000009    509.343   313.625    EM
                                                    736.391   440.641
    21 -0.90046054D+04    0.0065547    0.0000007    509.301   313.667    EM
                                                    736.258   440.774
    22 -0.90045998D+04    0.0056152    0.0000006    509.264   313.704    EM
                                                    736.145   440.887
    23 -0.90045949D+04    0.0048476    0.0000005    509.231   313.737    EM
                                                    736.048   440.984
    24 -0.90045907D+04    0.0042159    0.0000005    509.204   313.765    EM
                                                    735.965   441.066
    25 -0.90045870D+04    0.0036922    0.0000004    509.179   313.790    EM
                                                    735.894   441.136
    26 -0.90045838D+04    0.0032548    0.0000004    509.159   313.812    EM
                                                    735.835   441.195
    27 -0.90045809D+04    0.0028866    0.0000003    509.140   313.831    EM
                                                    735.784   441.244
    28 -0.90045783D+04    0.0025743    0.0000003    509.125   313.848    EM
                                                    735.742   441.285
    29 -0.90045760D+04    0.0023074    0.0000003    509.112   313.863    EM
                                                    735.706   441.319
    30 -0.90045739D+04    0.0020776    0.0000002    509.100   313.876    EM
                                                    735.677   441.347
    31 -0.90045720D+04    0.0018783    0.0000002    509.090   313.887    EM
                                                    735.653   441.369
    32 -0.90045703D+04    0.0017042    0.0000002    509.082   313.897    EM
                                                    735.634   441.387
    33 -0.90045688D+04    0.0015512    0.0000002    509.075   313.905    EM
                                                    735.619   441.400
    34 -0.90045674D+04    0.0014158    0.0000002    509.069   313.913    EM
                                                    735.608   441.410
    35 -0.90045661D+04    0.0012953    0.0000001    509.064   313.919    EM
                                                    735.599   441.417
    36 -0.90045649D+04    0.0011876    0.0000001    509.060   313.925    EM
                                                    735.593   441.422
    37 -0.90045638D+04    0.0010908    0.0000001    509.057   313.930    EM
                                                    735.590   441.424
    38 -0.90045628D+04    0.0010035    0.0000001    509.054   313.934    EM
                                                    735.588   441.424
    39 -0.90045619D+04    0.0009244    0.0000001    509.052   313.938    EM
                                                    735.588   441.422


TECHNICAL 9 OUTPUT

  Error messages for each replication (if any)



SAVEDATA INFORMATION

  Order of variables

    U1
    U2
    U3
    U4
    U5
    U6
    U7
    U8
    CB
    C
    CLUSTER

  Save file
    ex10.5.dat

  Save file format           Free
  Save file record length    10000


     Beginning Time:  17:16:27
        Ending Time:  17:16:31
       Elapsed Time:  00:00:04



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