Mplus VERSION 7.3
MUTHEN & MUTHEN
09/22/2014   5:50 PM

INPUT INSTRUCTIONS

  TITLE: 	this is an example of a LTA for two time points with a binary
          covariate influencing the latent transition probabilities
  DATA:	FILE = ex8.13.dat;
  VARIABLE:	NAMES = u11-u15 u21-u25 g;
  	CATEGORICAL = u11-u15 u21-u25;
  	CLASSES = cg (2) c1 (3) c2 (3);
  	KNOWNCLASS = cg (g = 0 g = 1);
  ANALYSIS:	TYPE = MIXTURE;
  PARAMETERIZATION = PROBABILITY;
  MODEL:	%OVERALL%
          c1 ON cg;
  MODEL cg:	%cg#1%
  	c2 ON c1;
  	%cg#2%
  	c2 ON c1;
  MODEL c1:	%c1#1%
  	[u11$1] (1);
  	[u12$1] (2);
  	[u13$1] (3);
  	[u14$1] (4);
  	[u15$1] (5);
  	%c1#2%
  	[u11$1] (6);
  	[u12$1] (7);
  	[u13$1] (8);
  	[u14$1] (9);
  	[u15$1] (10);
  	%c1#3%
  	[u11$1] (11);
  	[u12$1] (12);
  	[u13$1] (13);
  	[u14$1] (14);
  	[u15$1] (15);
  MODEL c2:
  	%c2#1%
  	[u21$1] (1);
  	[u22$1] (2);
  	[u23$1] (3);
  	[u24$1] (4);
  	[u25$1] (5);
  	%c2#2%
  	[u21$1] (6);
  	[u22$1] (7);
  	[u23$1] (8);
  	[u24$1] (9);
  	[u25$1] (10);
  	%c2#3%
  	[u21$1] (11);
  	[u22$1] (12);
  	[u23$1] (13);
  	[u24$1] (14);
  	[u25$1] (15);
  OUTPUT:	TECH1 TECH8 TECH15;



INPUT READING TERMINATED NORMALLY



this is an example of a LTA for two time points with a binary
covariate influencing the latent transition probabilities

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        2000

Number of dependent variables                                   10
Number of independent variables                                  0
Number of continuous latent variables                            0
Number of categorical latent variables                           3

Observed dependent variables

  Binary and ordered categorical (ordinal)
   U11         U12         U13         U14         U15         U21
   U22         U23         U24         U25

Categorical latent variables
   CG          C1          C2

  Knownclass            CG


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-03
    Relative loglikelihood change                        0.100D-06
    Derivative                                           0.100D-03
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-05
  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-05
  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
Random Starts Specifications
  Number of initial stage random starts                         20
  Number of final stage optimizations                            4
  Number of initial stage iterations                            10
  Initial stage convergence criterion                    0.100D+01
  Random starts scale                                    0.500D+01
  Random seed for generating random starts                       0
Parameterization                                       PROBABILITY
Link                                                         LOGIT

Input data file(s)
  ex8.13.dat
Input data format  FREE


UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    U11
      Category 1    0.589     1178.000
      Category 2    0.411      822.000
    U12
      Category 1    0.588     1176.000
      Category 2    0.412      824.000
    U13
      Category 1    0.431      863.000
      Category 2    0.568     1137.000
    U14
      Category 1    0.445      890.000
      Category 2    0.555     1110.000
    U15
      Category 1    0.429      858.000
      Category 2    0.571     1142.000
    U21
      Category 1    0.512     1025.000
      Category 2    0.488      975.000
    U22
      Category 1    0.518     1037.000
      Category 2    0.481      963.000
    U23
      Category 1    0.406      812.000
      Category 2    0.594     1188.000
    U24
      Category 1    0.408      817.000
      Category 2    0.591     1183.000
    U25
      Category 1    0.419      837.000
      Category 2    0.581     1163.000


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

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

          -14596.240  93468            3
          -14596.240  68985            17
          -14596.240  533738           11
          -14596.240  195873           6



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


THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       32

Loglikelihood

          H0 Value                      -14596.240
          H0 Scaling Correction Factor      1.0327
            for MLR

Information Criteria

          Akaike (AIC)                   29256.479
          Bayesian (BIC)                 29435.708
          Sample-Size Adjusted BIC       29334.042
            (n* = (n + 2) / 24)

Chi-Square Test of Model Fit for the Binary and Ordered Categorical
(Ordinal) Outcomes

          Pearson Chi-Square

          Value                           1998.778
          Degrees of Freedom                  2015
          P-Value                           0.5974

          Likelihood Ratio Chi-Square

          Value                           2121.420
          Degrees of Freedom                  2015
          P-Value                           0.0486



MODEL RESULTS USE THE LATENT CLASS VARIABLE ORDER

   CG  C1  C2

  Latent Class Variable Patterns

         CG        C1        C2
      Class     Class     Class

         1         1         1
         1         1         2
         1         1         3
         1         2         1
         1         2         2
         1         2         3
         1         3         1
         1         3         2
         1         3         3
         2         1         1
         2         1         2
         2         1         3
         2         2         1
         2         2         2
         2         2         3
         2         3         1
         2         3         2
         2         3         3


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

  Latent Class
    Pattern

    1  1  1         37.37727          0.01869
    1  1  2        105.26761          0.05263
    1  1  3         49.78102          0.02489
    1  2  1        105.42824          0.05271
    1  2  2        124.63014          0.06232
    1  2  3         36.90354          0.01845
    1  3  1         82.09849          0.04105
    1  3  2        163.03358          0.08152
    1  3  3        302.48011          0.15124
    2  1  1        123.24272          0.06162
    2  1  2        240.24149          0.12012
    2  1  3        141.80010          0.07090
    2  2  1          8.08190          0.00404
    2  2  2        198.43049          0.09922
    2  2  3         76.10929          0.03805
    2  3  1        108.77875          0.05439
    2  3  2         51.09471          0.02555
    2  3  3         45.22055          0.02261


FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE
BASED ON THE ESTIMATED MODEL

  Latent Class
    Variable    Class

    CG             1      1007.00000          0.50350
                   2       993.00006          0.49650
    C1             1       697.71027          0.34886
                   2       549.58362          0.27479
                   3       752.70624          0.37635
    C2             1       465.00739          0.23250
                   2       882.69806          0.44135
                   3       652.29468          0.32615


LATENT TRANSITION PROBABILITIES BASED ON THE ESTIMATED MODEL

  CG Classes (Rows) by C1 Classes (Columns)

            1        2        3

   1     0.191    0.265    0.544
   2     0.509    0.285    0.207

  C1 Classes (Rows) by C2 Classes (Columns)

            1        2        3

   1     0.230    0.495    0.275
   2     0.207    0.588    0.206
   3     0.254    0.284    0.462


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

  Latent Class
    Pattern

    1  1  1         37.37812          0.01869
    1  1  2        105.26872          0.05263
    1  1  3         49.78271          0.02489
    1  2  1        105.42497          0.05271
    1  2  2        124.62746          0.06231
    1  2  3         36.90266          0.01845
    1  3  1         82.09710          0.04105
    1  3  2        163.03734          0.08152
    1  3  3        302.48091          0.15124
    2  1  1        123.24151          0.06162
    2  1  2        240.24463          0.12012
    2  1  3        141.79611          0.07090
    2  2  1          8.08186          0.00404
    2  2  2        198.43190          0.09922
    2  2  3         76.10951          0.03805
    2  3  1        108.77990          0.05439
    2  3  2         51.09407          0.02555
    2  3  3         45.22052          0.02261


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

  Latent Class
    Variable    Class

    CG             1      1007.00000          0.50350
                   2       993.00000          0.49650
    C1             1       697.71179          0.34886
                   2       549.57831          0.27479
                   3       752.70984          0.37635
    C2             1       465.00348          0.23250
                   2       882.70404          0.44135
                   3       652.29242          0.32615


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  1               14          0.00700
    1  1  2              120          0.06000
    1  1  3               27          0.01350
    1  2  1              106          0.05300
    1  2  2              136          0.06800
    1  2  3               24          0.01200
    1  3  1               27          0.01350
    1  3  2              184          0.09200
    1  3  3              369          0.18450
    2  1  1               83          0.04150
    2  1  2              302          0.15100
    2  1  3              184          0.09200
    2  2  1                0          0.00000
    2  2  2              190          0.09500
    2  2  3               52          0.02600
    2  3  1              124          0.06200
    2  3  2               18          0.00900
    2  3  3               40          0.02000


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

  Latent Class
    Variable    Class

    CG             1            1007          0.50350
                   2             993          0.49650
    C1             1             730          0.36500
                   2             508          0.25400
                   3             762          0.38100
    C2             1             354          0.17700
                   2             950          0.47500
                   3             696          0.34800


CLASSIFICATION QUALITY

     Entropy                         0.569


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

  Latent Class Variable Patterns

  Latent Class         CG        C1        C2
   Pattern No.      Class     Class     Class

         1             1         1         1
         2             1         1         2
         3             1         1         3
         4             1         2         1
         5             1         2         2
         6             1         2         3
         7             1         3         1
         8             1         3         2
         9             1         3         3
        10             2         1         1
        11             2         1         2
        12             2         1         3
        13             2         2         1
        14             2         2         2
        15             2         2         3
        16             2         3         1
        17             2         3         2
        18             2         3         3

           1        2        3        4        5        6        7        8        9

    1   0.378    0.142    0.156    0.128    0.020    0.014    0.073    0.019    0.069
    2   0.080    0.443    0.044    0.047    0.135    0.007    0.038    0.160    0.046
    3   0.061    0.078    0.403    0.093    0.056    0.136    0.008    0.007    0.157
    4   0.072    0.056    0.024    0.509    0.176    0.052    0.047    0.026    0.038
    5   0.018    0.154    0.012    0.148    0.519    0.030    0.014    0.083    0.023
    6   0.011    0.010    0.109    0.178    0.065    0.461    0.006    0.004    0.156
    7   0.062    0.021    0.006    0.104    0.015    0.003    0.528    0.128    0.134
    8   0.012    0.067    0.005    0.025    0.052    0.003    0.137    0.550    0.149
    9   0.018    0.021    0.064    0.027    0.016    0.030    0.081    0.066    0.677
   10   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   11   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   12   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   13   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   14   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   15   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   16   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   17   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   18   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000

          10       11       12       13       14       15       16       17       18

    1   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    2   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    3   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    4   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    5   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    6   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    7   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    8   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    9   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   10   0.472    0.147    0.139    0.014    0.056    0.039    0.112    0.008    0.011
   11   0.128    0.526    0.042    0.004    0.181    0.010    0.043    0.062    0.006
   12   0.092    0.115    0.493    0.003    0.041    0.131    0.038    0.011    0.075
   13   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   14   0.050    0.169    0.027    0.016    0.614    0.069    0.025    0.025    0.005
   15   0.061    0.026    0.165    0.025    0.133    0.536    0.025    0.002    0.026
   16   0.117    0.088    0.041    0.007    0.048    0.020    0.505    0.101    0.073
   17   0.011    0.119    0.004    0.001    0.068    0.001    0.217    0.554    0.025
   18   0.033    0.040    0.197    0.001    0.017    0.063    0.172    0.055    0.423



MODEL RESULTS

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

Latent Class Pattern 1 1 1

 Thresholds
    U11$1              0.961      0.310      3.102      0.002
    U12$1              0.719      0.209      3.441      0.001
    U13$1             -1.078      0.173     -6.234      0.000
    U14$1             -0.824      0.147     -5.621      0.000
    U15$1             -1.286      0.247     -5.215      0.000
    U21$1              0.961      0.310      3.102      0.002
    U22$1              0.719      0.209      3.441      0.001
    U23$1             -1.078      0.173     -6.234      0.000
    U24$1             -0.824      0.147     -5.621      0.000
    U25$1             -1.286      0.247     -5.215      0.000

Latent Class Pattern 1 1 2

 Thresholds
    U11$1              0.961      0.310      3.102      0.002
    U12$1              0.719      0.209      3.441      0.001
    U13$1             -1.078      0.173     -6.234      0.000
    U14$1             -0.824      0.147     -5.621      0.000
    U15$1             -1.286      0.247     -5.215      0.000
    U21$1             -1.253      0.279     -4.492      0.000
    U22$1             -0.895      0.203     -4.404      0.000
    U23$1             -0.974      0.099     -9.873      0.000
    U24$1             -1.039      0.110     -9.447      0.000
    U25$1             -0.838      0.096     -8.743      0.000

Latent Class Pattern 1 1 3

 Thresholds
    U11$1              0.961      0.310      3.102      0.002
    U12$1              0.719      0.209      3.441      0.001
    U13$1             -1.078      0.173     -6.234      0.000
    U14$1             -0.824      0.147     -5.621      0.000
    U15$1             -1.286      0.247     -5.215      0.000
    U21$1              1.061      0.101     10.543      0.000
    U22$1              0.959      0.086     11.116      0.000
    U23$1              0.860      0.120      7.144      0.000
    U24$1              0.829      0.107      7.714      0.000
    U25$1              0.941      0.126      7.484      0.000

Latent Class Pattern 1 2 1

 Thresholds
    U11$1             -1.253      0.279     -4.492      0.000
    U12$1             -0.895      0.203     -4.404      0.000
    U13$1             -0.974      0.099     -9.873      0.000
    U14$1             -1.039      0.110     -9.447      0.000
    U15$1             -0.838      0.096     -8.743      0.000
    U21$1              0.961      0.310      3.102      0.002
    U22$1              0.719      0.209      3.441      0.001
    U23$1             -1.078      0.173     -6.234      0.000
    U24$1             -0.824      0.147     -5.621      0.000
    U25$1             -1.286      0.247     -5.215      0.000

Latent Class Pattern 1 2 2

 Thresholds
    U11$1             -1.253      0.279     -4.492      0.000
    U12$1             -0.895      0.203     -4.404      0.000
    U13$1             -0.974      0.099     -9.873      0.000
    U14$1             -1.039      0.110     -9.447      0.000
    U15$1             -0.838      0.096     -8.743      0.000
    U21$1             -1.253      0.279     -4.492      0.000
    U22$1             -0.895      0.203     -4.404      0.000
    U23$1             -0.974      0.099     -9.873      0.000
    U24$1             -1.039      0.110     -9.447      0.000
    U25$1             -0.838      0.096     -8.743      0.000

Latent Class Pattern 1 2 3

 Thresholds
    U11$1             -1.253      0.279     -4.492      0.000
    U12$1             -0.895      0.203     -4.404      0.000
    U13$1             -0.974      0.099     -9.873      0.000
    U14$1             -1.039      0.110     -9.447      0.000
    U15$1             -0.838      0.096     -8.743      0.000
    U21$1              1.061      0.101     10.543      0.000
    U22$1              0.959      0.086     11.116      0.000
    U23$1              0.860      0.120      7.144      0.000
    U24$1              0.829      0.107      7.714      0.000
    U25$1              0.941      0.126      7.484      0.000

Latent Class Pattern 1 3 1

 Thresholds
    U11$1              1.061      0.101     10.543      0.000
    U12$1              0.959      0.086     11.116      0.000
    U13$1              0.860      0.120      7.144      0.000
    U14$1              0.829      0.107      7.714      0.000
    U15$1              0.941      0.126      7.484      0.000
    U21$1              0.961      0.310      3.102      0.002
    U22$1              0.719      0.209      3.441      0.001
    U23$1             -1.078      0.173     -6.234      0.000
    U24$1             -0.824      0.147     -5.621      0.000
    U25$1             -1.286      0.247     -5.215      0.000

Latent Class Pattern 1 3 2

 Thresholds
    U11$1              1.061      0.101     10.543      0.000
    U12$1              0.959      0.086     11.116      0.000
    U13$1              0.860      0.120      7.144      0.000
    U14$1              0.829      0.107      7.714      0.000
    U15$1              0.941      0.126      7.484      0.000
    U21$1             -1.253      0.279     -4.492      0.000
    U22$1             -0.895      0.203     -4.404      0.000
    U23$1             -0.974      0.099     -9.873      0.000
    U24$1             -1.039      0.110     -9.447      0.000
    U25$1             -0.838      0.096     -8.743      0.000

Latent Class Pattern 1 3 3

 Thresholds
    U11$1              1.061      0.101     10.543      0.000
    U12$1              0.959      0.086     11.116      0.000
    U13$1              0.860      0.120      7.144      0.000
    U14$1              0.829      0.107      7.714      0.000
    U15$1              0.941      0.126      7.484      0.000
    U21$1              1.061      0.101     10.543      0.000
    U22$1              0.959      0.086     11.116      0.000
    U23$1              0.860      0.120      7.144      0.000
    U24$1              0.829      0.107      7.714      0.000
    U25$1              0.941      0.126      7.484      0.000

Latent Class Pattern 2 1 1

 Thresholds
    U11$1              0.961      0.310      3.102      0.002
    U12$1              0.719      0.209      3.441      0.001
    U13$1             -1.078      0.173     -6.234      0.000
    U14$1             -0.824      0.147     -5.621      0.000
    U15$1             -1.286      0.247     -5.215      0.000
    U21$1              0.961      0.310      3.102      0.002
    U22$1              0.719      0.209      3.441      0.001
    U23$1             -1.078      0.173     -6.234      0.000
    U24$1             -0.824      0.147     -5.621      0.000
    U25$1             -1.286      0.247     -5.215      0.000

Latent Class Pattern 2 1 2

 Thresholds
    U11$1              0.961      0.310      3.102      0.002
    U12$1              0.719      0.209      3.441      0.001
    U13$1             -1.078      0.173     -6.234      0.000
    U14$1             -0.824      0.147     -5.621      0.000
    U15$1             -1.286      0.247     -5.215      0.000
    U21$1             -1.253      0.279     -4.492      0.000
    U22$1             -0.895      0.203     -4.404      0.000
    U23$1             -0.974      0.099     -9.873      0.000
    U24$1             -1.039      0.110     -9.447      0.000
    U25$1             -0.838      0.096     -8.743      0.000

Latent Class Pattern 2 1 3

 Thresholds
    U11$1              0.961      0.310      3.102      0.002
    U12$1              0.719      0.209      3.441      0.001
    U13$1             -1.078      0.173     -6.234      0.000
    U14$1             -0.824      0.147     -5.621      0.000
    U15$1             -1.286      0.247     -5.215      0.000
    U21$1              1.061      0.101     10.543      0.000
    U22$1              0.959      0.086     11.116      0.000
    U23$1              0.860      0.120      7.144      0.000
    U24$1              0.829      0.107      7.714      0.000
    U25$1              0.941      0.126      7.484      0.000

Latent Class Pattern 2 2 1

 Thresholds
    U11$1             -1.253      0.279     -4.492      0.000
    U12$1             -0.895      0.203     -4.404      0.000
    U13$1             -0.974      0.099     -9.873      0.000
    U14$1             -1.039      0.110     -9.447      0.000
    U15$1             -0.838      0.096     -8.743      0.000
    U21$1              0.961      0.310      3.102      0.002
    U22$1              0.719      0.209      3.441      0.001
    U23$1             -1.078      0.173     -6.234      0.000
    U24$1             -0.824      0.147     -5.621      0.000
    U25$1             -1.286      0.247     -5.215      0.000

Latent Class Pattern 2 2 2

 Thresholds
    U11$1             -1.253      0.279     -4.492      0.000
    U12$1             -0.895      0.203     -4.404      0.000
    U13$1             -0.974      0.099     -9.873      0.000
    U14$1             -1.039      0.110     -9.447      0.000
    U15$1             -0.838      0.096     -8.743      0.000
    U21$1             -1.253      0.279     -4.492      0.000
    U22$1             -0.895      0.203     -4.404      0.000
    U23$1             -0.974      0.099     -9.873      0.000
    U24$1             -1.039      0.110     -9.447      0.000
    U25$1             -0.838      0.096     -8.743      0.000

Latent Class Pattern 2 2 3

 Thresholds
    U11$1             -1.253      0.279     -4.492      0.000
    U12$1             -0.895      0.203     -4.404      0.000
    U13$1             -0.974      0.099     -9.873      0.000
    U14$1             -1.039      0.110     -9.447      0.000
    U15$1             -0.838      0.096     -8.743      0.000
    U21$1              1.061      0.101     10.543      0.000
    U22$1              0.959      0.086     11.116      0.000
    U23$1              0.860      0.120      7.144      0.000
    U24$1              0.829      0.107      7.714      0.000
    U25$1              0.941      0.126      7.484      0.000

Latent Class Pattern 2 3 1

 Thresholds
    U11$1              1.061      0.101     10.543      0.000
    U12$1              0.959      0.086     11.116      0.000
    U13$1              0.860      0.120      7.144      0.000
    U14$1              0.829      0.107      7.714      0.000
    U15$1              0.941      0.126      7.484      0.000
    U21$1              0.961      0.310      3.102      0.002
    U22$1              0.719      0.209      3.441      0.001
    U23$1             -1.078      0.173     -6.234      0.000
    U24$1             -0.824      0.147     -5.621      0.000
    U25$1             -1.286      0.247     -5.215      0.000

Latent Class Pattern 2 3 2

 Thresholds
    U11$1              1.061      0.101     10.543      0.000
    U12$1              0.959      0.086     11.116      0.000
    U13$1              0.860      0.120      7.144      0.000
    U14$1              0.829      0.107      7.714      0.000
    U15$1              0.941      0.126      7.484      0.000
    U21$1             -1.253      0.279     -4.492      0.000
    U22$1             -0.895      0.203     -4.404      0.000
    U23$1             -0.974      0.099     -9.873      0.000
    U24$1             -1.039      0.110     -9.447      0.000
    U25$1             -0.838      0.096     -8.743      0.000

Latent Class Pattern 2 3 3

 Thresholds
    U11$1              1.061      0.101     10.543      0.000
    U12$1              0.959      0.086     11.116      0.000
    U13$1              0.860      0.120      7.144      0.000
    U14$1              0.829      0.107      7.714      0.000
    U15$1              0.941      0.126      7.484      0.000
    U21$1              1.061      0.101     10.543      0.000
    U22$1              0.959      0.086     11.116      0.000
    U23$1              0.860      0.120      7.144      0.000
    U24$1              0.829      0.107      7.714      0.000
    U25$1              0.941      0.126      7.484      0.000

Categorical Latent Variables

 C1#1     ON
    CG#1               0.191      0.052      3.668      0.000
    CG#2               0.509      0.094      5.422      0.000

 C1#2     ON
    CG#1               0.265      0.043      6.110      0.000
    CG#2               0.285      0.077      3.697      0.000

 Means
    CG#1               0.504      0.011     45.036      0.000

Latent Class Pattern 1 1 1

 C2#1     ON
    C1#1               0.194      0.133      1.461      0.144
    C1#2               0.395      0.136      2.901      0.004
    C1#3               0.150      0.077      1.950      0.051

 C2#2     ON
    C1#1               0.547      0.130      4.220      0.000
    C1#2               0.467      0.119      3.939      0.000
    C1#3               0.298      0.067      4.417      0.000

Latent Class Pattern 2 1 1

 C2#1     ON
    C1#1               0.244      0.096      2.548      0.011
    C1#2               0.029      0.086      0.332      0.740
    C1#3               0.530      0.138      3.836      0.000

 C2#2     ON
    C1#1               0.475      0.090      5.288      0.000
    C1#2               0.702      0.081      8.669      0.000
    C1#3               0.249      0.107      2.329      0.020


RESULTS IN PROBABILITY SCALE

Latent Class Pattern 1 1 1

 U11
    Category 1         0.723      0.062     11.669      0.000
    Category 2         0.277      0.062      4.466      0.000
 U12
    Category 1         0.672      0.046     14.611      0.000
    Category 2         0.328      0.046      7.122      0.000
 U13
    Category 1         0.254      0.033      7.747      0.000
    Category 2         0.746      0.033     22.775      0.000
 U14
    Category 1         0.305      0.031      9.809      0.000
    Category 2         0.695      0.031     22.367      0.000
 U15
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.727      0.000
 U21
    Category 1         0.723      0.062     11.669      0.000
    Category 2         0.277      0.062      4.466      0.000
 U22
    Category 1         0.672      0.046     14.611      0.000
    Category 2         0.328      0.046      7.122      0.000
 U23
    Category 1         0.254      0.033      7.747      0.000
    Category 2         0.746      0.033     22.775      0.000
 U24
    Category 1         0.305      0.031      9.809      0.000
    Category 2         0.695      0.031     22.367      0.000
 U25
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.727      0.000

Latent Class Pattern 1 1 2

 U11
    Category 1         0.723      0.062     11.669      0.000
    Category 2         0.277      0.062      4.466      0.000
 U12
    Category 1         0.672      0.046     14.611      0.000
    Category 2         0.328      0.046      7.122      0.000
 U13
    Category 1         0.254      0.033      7.747      0.000
    Category 2         0.746      0.033     22.775      0.000
 U14
    Category 1         0.305      0.031      9.809      0.000
    Category 2         0.695      0.031     22.367      0.000
 U15
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.727      0.000
 U21
    Category 1         0.222      0.048      4.610      0.000
    Category 2         0.778      0.048     16.135      0.000
 U22
    Category 1         0.290      0.042      6.935      0.000
    Category 2         0.710      0.042     16.965      0.000
 U23
    Category 1         0.274      0.020     13.972      0.000
    Category 2         0.726      0.020     36.988      0.000
 U24
    Category 1         0.261      0.021     12.315      0.000
    Category 2         0.739      0.021     34.793      0.000
 U25
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.556      0.000

Latent Class Pattern 1 1 3

 U11
    Category 1         0.723      0.062     11.669      0.000
    Category 2         0.277      0.062      4.466      0.000
 U12
    Category 1         0.672      0.046     14.611      0.000
    Category 2         0.328      0.046      7.122      0.000
 U13
    Category 1         0.254      0.033      7.747      0.000
    Category 2         0.746      0.033     22.775      0.000
 U14
    Category 1         0.305      0.031      9.809      0.000
    Category 2         0.695      0.031     22.367      0.000
 U15
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.727      0.000
 U21
    Category 1         0.743      0.019     38.647      0.000
    Category 2         0.257      0.019     13.374      0.000
 U22
    Category 1         0.723      0.017     41.835      0.000
    Category 2         0.277      0.017     16.036      0.000
 U23
    Category 1         0.703      0.025     27.939      0.000
    Category 2         0.297      0.025     11.824      0.000
 U24
    Category 1         0.696      0.023     30.622      0.000
    Category 2         0.304      0.023     13.364      0.000
 U25
    Category 1         0.719      0.025     28.329      0.000
    Category 2         0.281      0.025     11.051      0.000

Latent Class Pattern 1 2 1

 U11
    Category 1         0.222      0.048      4.610      0.000
    Category 2         0.778      0.048     16.135      0.000
 U12
    Category 1         0.290      0.042      6.935      0.000
    Category 2         0.710      0.042     16.965      0.000
 U13
    Category 1         0.274      0.020     13.972      0.000
    Category 2         0.726      0.020     36.988      0.000
 U14
    Category 1         0.261      0.021     12.315      0.000
    Category 2         0.739      0.021     34.793      0.000
 U15
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.556      0.000
 U21
    Category 1         0.723      0.062     11.669      0.000
    Category 2         0.277      0.062      4.466      0.000
 U22
    Category 1         0.672      0.046     14.611      0.000
    Category 2         0.328      0.046      7.122      0.000
 U23
    Category 1         0.254      0.033      7.747      0.000
    Category 2         0.746      0.033     22.775      0.000
 U24
    Category 1         0.305      0.031      9.809      0.000
    Category 2         0.695      0.031     22.367      0.000
 U25
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.727      0.000

Latent Class Pattern 1 2 2

 U11
    Category 1         0.222      0.048      4.610      0.000
    Category 2         0.778      0.048     16.135      0.000
 U12
    Category 1         0.290      0.042      6.935      0.000
    Category 2         0.710      0.042     16.965      0.000
 U13
    Category 1         0.274      0.020     13.972      0.000
    Category 2         0.726      0.020     36.988      0.000
 U14
    Category 1         0.261      0.021     12.315      0.000
    Category 2         0.739      0.021     34.793      0.000
 U15
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.556      0.000
 U21
    Category 1         0.222      0.048      4.610      0.000
    Category 2         0.778      0.048     16.135      0.000
 U22
    Category 1         0.290      0.042      6.935      0.000
    Category 2         0.710      0.042     16.965      0.000
 U23
    Category 1         0.274      0.020     13.972      0.000
    Category 2         0.726      0.020     36.988      0.000
 U24
    Category 1         0.261      0.021     12.315      0.000
    Category 2         0.739      0.021     34.793      0.000
 U25
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.556      0.000

Latent Class Pattern 1 2 3

 U11
    Category 1         0.222      0.048      4.610      0.000
    Category 2         0.778      0.048     16.135      0.000
 U12
    Category 1         0.290      0.042      6.935      0.000
    Category 2         0.710      0.042     16.965      0.000
 U13
    Category 1         0.274      0.020     13.972      0.000
    Category 2         0.726      0.020     36.988      0.000
 U14
    Category 1         0.261      0.021     12.315      0.000
    Category 2         0.739      0.021     34.793      0.000
 U15
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.556      0.000
 U21
    Category 1         0.743      0.019     38.647      0.000
    Category 2         0.257      0.019     13.374      0.000
 U22
    Category 1         0.723      0.017     41.835      0.000
    Category 2         0.277      0.017     16.036      0.000
 U23
    Category 1         0.703      0.025     27.939      0.000
    Category 2         0.297      0.025     11.824      0.000
 U24
    Category 1         0.696      0.023     30.622      0.000
    Category 2         0.304      0.023     13.364      0.000
 U25
    Category 1         0.719      0.025     28.329      0.000
    Category 2         0.281      0.025     11.051      0.000

Latent Class Pattern 1 3 1

 U11
    Category 1         0.743      0.019     38.647      0.000
    Category 2         0.257      0.019     13.374      0.000
 U12
    Category 1         0.723      0.017     41.835      0.000
    Category 2         0.277      0.017     16.036      0.000
 U13
    Category 1         0.703      0.025     27.939      0.000
    Category 2         0.297      0.025     11.824      0.000
 U14
    Category 1         0.696      0.023     30.622      0.000
    Category 2         0.304      0.023     13.364      0.000
 U15
    Category 1         0.719      0.025     28.329      0.000
    Category 2         0.281      0.025     11.051      0.000
 U21
    Category 1         0.723      0.062     11.669      0.000
    Category 2         0.277      0.062      4.466      0.000
 U22
    Category 1         0.672      0.046     14.611      0.000
    Category 2         0.328      0.046      7.122      0.000
 U23
    Category 1         0.254      0.033      7.747      0.000
    Category 2         0.746      0.033     22.775      0.000
 U24
    Category 1         0.305      0.031      9.809      0.000
    Category 2         0.695      0.031     22.367      0.000
 U25
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.727      0.000

Latent Class Pattern 1 3 2

 U11
    Category 1         0.743      0.019     38.647      0.000
    Category 2         0.257      0.019     13.374      0.000
 U12
    Category 1         0.723      0.017     41.835      0.000
    Category 2         0.277      0.017     16.036      0.000
 U13
    Category 1         0.703      0.025     27.939      0.000
    Category 2         0.297      0.025     11.824      0.000
 U14
    Category 1         0.696      0.023     30.622      0.000
    Category 2         0.304      0.023     13.364      0.000
 U15
    Category 1         0.719      0.025     28.329      0.000
    Category 2         0.281      0.025     11.051      0.000
 U21
    Category 1         0.222      0.048      4.610      0.000
    Category 2         0.778      0.048     16.135      0.000
 U22
    Category 1         0.290      0.042      6.935      0.000
    Category 2         0.710      0.042     16.965      0.000
 U23
    Category 1         0.274      0.020     13.972      0.000
    Category 2         0.726      0.020     36.988      0.000
 U24
    Category 1         0.261      0.021     12.315      0.000
    Category 2         0.739      0.021     34.793      0.000
 U25
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.556      0.000

Latent Class Pattern 1 3 3

 U11
    Category 1         0.743      0.019     38.647      0.000
    Category 2         0.257      0.019     13.374      0.000
 U12
    Category 1         0.723      0.017     41.835      0.000
    Category 2         0.277      0.017     16.036      0.000
 U13
    Category 1         0.703      0.025     27.939      0.000
    Category 2         0.297      0.025     11.824      0.000
 U14
    Category 1         0.696      0.023     30.622      0.000
    Category 2         0.304      0.023     13.364      0.000
 U15
    Category 1         0.719      0.025     28.329      0.000
    Category 2         0.281      0.025     11.051      0.000
 U21
    Category 1         0.743      0.019     38.647      0.000
    Category 2         0.257      0.019     13.374      0.000
 U22
    Category 1         0.723      0.017     41.835      0.000
    Category 2         0.277      0.017     16.036      0.000
 U23
    Category 1         0.703      0.025     27.939      0.000
    Category 2         0.297      0.025     11.824      0.000
 U24
    Category 1         0.696      0.023     30.622      0.000
    Category 2         0.304      0.023     13.364      0.000
 U25
    Category 1         0.719      0.025     28.329      0.000
    Category 2         0.281      0.025     11.051      0.000

Latent Class Pattern 2 1 1

 U11
    Category 1         0.723      0.062     11.669      0.000
    Category 2         0.277      0.062      4.466      0.000
 U12
    Category 1         0.672      0.046     14.611      0.000
    Category 2         0.328      0.046      7.122      0.000
 U13
    Category 1         0.254      0.033      7.747      0.000
    Category 2         0.746      0.033     22.775      0.000
 U14
    Category 1         0.305      0.031      9.809      0.000
    Category 2         0.695      0.031     22.367      0.000
 U15
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.727      0.000
 U21
    Category 1         0.723      0.062     11.669      0.000
    Category 2         0.277      0.062      4.466      0.000
 U22
    Category 1         0.672      0.046     14.611      0.000
    Category 2         0.328      0.046      7.122      0.000
 U23
    Category 1         0.254      0.033      7.747      0.000
    Category 2         0.746      0.033     22.775      0.000
 U24
    Category 1         0.305      0.031      9.809      0.000
    Category 2         0.695      0.031     22.367      0.000
 U25
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.727      0.000

Latent Class Pattern 2 1 2

 U11
    Category 1         0.723      0.062     11.669      0.000
    Category 2         0.277      0.062      4.466      0.000
 U12
    Category 1         0.672      0.046     14.611      0.000
    Category 2         0.328      0.046      7.122      0.000
 U13
    Category 1         0.254      0.033      7.747      0.000
    Category 2         0.746      0.033     22.775      0.000
 U14
    Category 1         0.305      0.031      9.809      0.000
    Category 2         0.695      0.031     22.367      0.000
 U15
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.727      0.000
 U21
    Category 1         0.222      0.048      4.610      0.000
    Category 2         0.778      0.048     16.135      0.000
 U22
    Category 1         0.290      0.042      6.935      0.000
    Category 2         0.710      0.042     16.965      0.000
 U23
    Category 1         0.274      0.020     13.972      0.000
    Category 2         0.726      0.020     36.988      0.000
 U24
    Category 1         0.261      0.021     12.315      0.000
    Category 2         0.739      0.021     34.793      0.000
 U25
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.556      0.000

Latent Class Pattern 2 1 3

 U11
    Category 1         0.723      0.062     11.669      0.000
    Category 2         0.277      0.062      4.466      0.000
 U12
    Category 1         0.672      0.046     14.611      0.000
    Category 2         0.328      0.046      7.122      0.000
 U13
    Category 1         0.254      0.033      7.747      0.000
    Category 2         0.746      0.033     22.775      0.000
 U14
    Category 1         0.305      0.031      9.809      0.000
    Category 2         0.695      0.031     22.367      0.000
 U15
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.727      0.000
 U21
    Category 1         0.743      0.019     38.647      0.000
    Category 2         0.257      0.019     13.374      0.000
 U22
    Category 1         0.723      0.017     41.835      0.000
    Category 2         0.277      0.017     16.036      0.000
 U23
    Category 1         0.703      0.025     27.939      0.000
    Category 2         0.297      0.025     11.824      0.000
 U24
    Category 1         0.696      0.023     30.622      0.000
    Category 2         0.304      0.023     13.364      0.000
 U25
    Category 1         0.719      0.025     28.329      0.000
    Category 2         0.281      0.025     11.051      0.000

Latent Class Pattern 2 2 1

 U11
    Category 1         0.222      0.048      4.610      0.000
    Category 2         0.778      0.048     16.135      0.000
 U12
    Category 1         0.290      0.042      6.935      0.000
    Category 2         0.710      0.042     16.965      0.000
 U13
    Category 1         0.274      0.020     13.972      0.000
    Category 2         0.726      0.020     36.988      0.000
 U14
    Category 1         0.261      0.021     12.315      0.000
    Category 2         0.739      0.021     34.793      0.000
 U15
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.556      0.000
 U21
    Category 1         0.723      0.062     11.669      0.000
    Category 2         0.277      0.062      4.466      0.000
 U22
    Category 1         0.672      0.046     14.611      0.000
    Category 2         0.328      0.046      7.122      0.000
 U23
    Category 1         0.254      0.033      7.747      0.000
    Category 2         0.746      0.033     22.775      0.000
 U24
    Category 1         0.305      0.031      9.809      0.000
    Category 2         0.695      0.031     22.367      0.000
 U25
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.727      0.000

Latent Class Pattern 2 2 2

 U11
    Category 1         0.222      0.048      4.610      0.000
    Category 2         0.778      0.048     16.135      0.000
 U12
    Category 1         0.290      0.042      6.935      0.000
    Category 2         0.710      0.042     16.965      0.000
 U13
    Category 1         0.274      0.020     13.972      0.000
    Category 2         0.726      0.020     36.988      0.000
 U14
    Category 1         0.261      0.021     12.315      0.000
    Category 2         0.739      0.021     34.793      0.000
 U15
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.556      0.000
 U21
    Category 1         0.222      0.048      4.610      0.000
    Category 2         0.778      0.048     16.135      0.000
 U22
    Category 1         0.290      0.042      6.935      0.000
    Category 2         0.710      0.042     16.965      0.000
 U23
    Category 1         0.274      0.020     13.972      0.000
    Category 2         0.726      0.020     36.988      0.000
 U24
    Category 1         0.261      0.021     12.315      0.000
    Category 2         0.739      0.021     34.793      0.000
 U25
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.556      0.000

Latent Class Pattern 2 2 3

 U11
    Category 1         0.222      0.048      4.610      0.000
    Category 2         0.778      0.048     16.135      0.000
 U12
    Category 1         0.290      0.042      6.935      0.000
    Category 2         0.710      0.042     16.965      0.000
 U13
    Category 1         0.274      0.020     13.972      0.000
    Category 2         0.726      0.020     36.988      0.000
 U14
    Category 1         0.261      0.021     12.315      0.000
    Category 2         0.739      0.021     34.793      0.000
 U15
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.556      0.000
 U21
    Category 1         0.743      0.019     38.647      0.000
    Category 2         0.257      0.019     13.374      0.000
 U22
    Category 1         0.723      0.017     41.835      0.000
    Category 2         0.277      0.017     16.036      0.000
 U23
    Category 1         0.703      0.025     27.939      0.000
    Category 2         0.297      0.025     11.824      0.000
 U24
    Category 1         0.696      0.023     30.622      0.000
    Category 2         0.304      0.023     13.364      0.000
 U25
    Category 1         0.719      0.025     28.329      0.000
    Category 2         0.281      0.025     11.051      0.000

Latent Class Pattern 2 3 1

 U11
    Category 1         0.743      0.019     38.647      0.000
    Category 2         0.257      0.019     13.374      0.000
 U12
    Category 1         0.723      0.017     41.835      0.000
    Category 2         0.277      0.017     16.036      0.000
 U13
    Category 1         0.703      0.025     27.939      0.000
    Category 2         0.297      0.025     11.824      0.000
 U14
    Category 1         0.696      0.023     30.622      0.000
    Category 2         0.304      0.023     13.364      0.000
 U15
    Category 1         0.719      0.025     28.329      0.000
    Category 2         0.281      0.025     11.051      0.000
 U21
    Category 1         0.723      0.062     11.669      0.000
    Category 2         0.277      0.062      4.466      0.000
 U22
    Category 1         0.672      0.046     14.611      0.000
    Category 2         0.328      0.046      7.122      0.000
 U23
    Category 1         0.254      0.033      7.747      0.000
    Category 2         0.746      0.033     22.775      0.000
 U24
    Category 1         0.305      0.031      9.809      0.000
    Category 2         0.695      0.031     22.367      0.000
 U25
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.727      0.000

Latent Class Pattern 2 3 2

 U11
    Category 1         0.743      0.019     38.647      0.000
    Category 2         0.257      0.019     13.374      0.000
 U12
    Category 1         0.723      0.017     41.835      0.000
    Category 2         0.277      0.017     16.036      0.000
 U13
    Category 1         0.703      0.025     27.939      0.000
    Category 2         0.297      0.025     11.824      0.000
 U14
    Category 1         0.696      0.023     30.622      0.000
    Category 2         0.304      0.023     13.364      0.000
 U15
    Category 1         0.719      0.025     28.329      0.000
    Category 2         0.281      0.025     11.051      0.000
 U21
    Category 1         0.222      0.048      4.610      0.000
    Category 2         0.778      0.048     16.135      0.000
 U22
    Category 1         0.290      0.042      6.935      0.000
    Category 2         0.710      0.042     16.965      0.000
 U23
    Category 1         0.274      0.020     13.972      0.000
    Category 2         0.726      0.020     36.988      0.000
 U24
    Category 1         0.261      0.021     12.315      0.000
    Category 2         0.739      0.021     34.793      0.000
 U25
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.556      0.000

Latent Class Pattern 2 3 3

 U11
    Category 1         0.743      0.019     38.647      0.000
    Category 2         0.257      0.019     13.374      0.000
 U12
    Category 1         0.723      0.017     41.835      0.000
    Category 2         0.277      0.017     16.036      0.000
 U13
    Category 1         0.703      0.025     27.939      0.000
    Category 2         0.297      0.025     11.824      0.000
 U14
    Category 1         0.696      0.023     30.622      0.000
    Category 2         0.304      0.023     13.364      0.000
 U15
    Category 1         0.719      0.025     28.329      0.000
    Category 2         0.281      0.025     11.051      0.000
 U21
    Category 1         0.743      0.019     38.647      0.000
    Category 2         0.257      0.019     13.374      0.000
 U22
    Category 1         0.723      0.017     41.835      0.000
    Category 2         0.277      0.017     16.036      0.000
 U23
    Category 1         0.703      0.025     27.939      0.000
    Category 2         0.297      0.025     11.824      0.000
 U24
    Category 1         0.696      0.023     30.622      0.000
    Category 2         0.304      0.023     13.364      0.000
 U25
    Category 1         0.719      0.025     28.329      0.000
    Category 2         0.281      0.025     11.051      0.000


LATENT CLASS ODDS RATIO RESULTS

Latent Class Pattern 1 1 1 Compared to Latent Class Pattern 1 1 2

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 1 1 1 Compared to Latent Class Pattern 1 1 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 1 1 1 Compared to Latent Class Pattern 1 2 1

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 1 1 Compared to Latent Class Pattern 1 2 2

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 1 1 1 Compared to Latent Class Pattern 1 2 3

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 1 1 1 Compared to Latent Class Pattern 1 3 1

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 1 1 Compared to Latent Class Pattern 1 3 2

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 1 1 1 Compared to Latent Class Pattern 1 3 3

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 1 1 1 Compared to Latent Class Pattern 2 1 1

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 1 1 Compared to Latent Class Pattern 2 1 2

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 1 1 1 Compared to Latent Class Pattern 2 1 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 1 1 1 Compared to Latent Class Pattern 2 2 1

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 1 1 Compared to Latent Class Pattern 2 2 2

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 1 1 1 Compared to Latent Class Pattern 2 2 3

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 1 1 1 Compared to Latent Class Pattern 2 3 1

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 1 1 Compared to Latent Class Pattern 2 3 2

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 1 1 1 Compared to Latent Class Pattern 2 3 3

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 1 1 2 Compared to Latent Class Pattern 1 1 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 1 1 2 Compared to Latent Class Pattern 1 2 1

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.019      1.230      4.079      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.632      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

Latent Class Pattern 1 1 2 Compared to Latent Class Pattern 1 2 2

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 1 2 Compared to Latent Class Pattern 1 2 3

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 1 1 2 Compared to Latent Class Pattern 1 3 1

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.019      1.230      4.079      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.632      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

Latent Class Pattern 1 1 2 Compared to Latent Class Pattern 1 3 2

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 1 2 Compared to Latent Class Pattern 1 3 3

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 1 1 2 Compared to Latent Class Pattern 2 1 1

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.019      1.230      4.079      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.632      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

Latent Class Pattern 1 1 2 Compared to Latent Class Pattern 2 1 2

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 1 2 Compared to Latent Class Pattern 2 1 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 1 1 2 Compared to Latent Class Pattern 2 2 1

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.019      1.230      4.079      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.632      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

Latent Class Pattern 1 1 2 Compared to Latent Class Pattern 2 2 2

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 1 2 Compared to Latent Class Pattern 2 2 3

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 1 1 2 Compared to Latent Class Pattern 2 3 1

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.019      1.230      4.079      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.632      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

Latent Class Pattern 1 1 2 Compared to Latent Class Pattern 2 3 2

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 1 2 Compared to Latent Class Pattern 2 3 3

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 1 1 3 Compared to Latent Class Pattern 1 2 1

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.365      0.000
 U23
    Category > 1       0.144      0.027      5.319      0.000
 U24
    Category > 1       0.191      0.032      6.065      0.000
 U25
    Category > 1       0.108      0.026      4.137      0.000

Latent Class Pattern 1 1 3 Compared to Latent Class Pattern 1 2 2

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       0.099      0.029      3.419      0.001
 U22
    Category > 1       0.157      0.034      4.677      0.000
 U23
    Category > 1       0.160      0.025      6.458      0.000
 U24
    Category > 1       0.154      0.024      6.377      0.000
 U25
    Category > 1       0.169      0.027      6.253      0.000

Latent Class Pattern 1 1 3 Compared to Latent Class Pattern 1 2 3

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 1 3 Compared to Latent Class Pattern 1 3 1

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.365      0.000
 U23
    Category > 1       0.144      0.027      5.319      0.000
 U24
    Category > 1       0.191      0.032      6.065      0.000
 U25
    Category > 1       0.108      0.026      4.137      0.000

Latent Class Pattern 1 1 3 Compared to Latent Class Pattern 1 3 2

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       0.099      0.029      3.419      0.001
 U22
    Category > 1       0.157      0.034      4.677      0.000
 U23
    Category > 1       0.160      0.025      6.458      0.000
 U24
    Category > 1       0.154      0.024      6.377      0.000
 U25
    Category > 1       0.169      0.027      6.253      0.000

Latent Class Pattern 1 1 3 Compared to Latent Class Pattern 1 3 3

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 1 3 Compared to Latent Class Pattern 2 1 1

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.365      0.000
 U23
    Category > 1       0.144      0.027      5.319      0.000
 U24
    Category > 1       0.191      0.032      6.065      0.000
 U25
    Category > 1       0.108      0.026      4.137      0.000

Latent Class Pattern 1 1 3 Compared to Latent Class Pattern 2 1 2

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       0.099      0.029      3.419      0.001
 U22
    Category > 1       0.157      0.034      4.677      0.000
 U23
    Category > 1       0.160      0.025      6.458      0.000
 U24
    Category > 1       0.154      0.024      6.377      0.000
 U25
    Category > 1       0.169      0.027      6.253      0.000

Latent Class Pattern 1 1 3 Compared to Latent Class Pattern 2 1 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 1 3 Compared to Latent Class Pattern 2 2 1

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.365      0.000
 U23
    Category > 1       0.144      0.027      5.319      0.000
 U24
    Category > 1       0.191      0.032      6.065      0.000
 U25
    Category > 1       0.108      0.026      4.137      0.000

Latent Class Pattern 1 1 3 Compared to Latent Class Pattern 2 2 2

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       0.099      0.029      3.419      0.001
 U22
    Category > 1       0.157      0.034      4.677      0.000
 U23
    Category > 1       0.160      0.025      6.458      0.000
 U24
    Category > 1       0.154      0.024      6.377      0.000
 U25
    Category > 1       0.169      0.027      6.253      0.000

Latent Class Pattern 1 1 3 Compared to Latent Class Pattern 2 2 3

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 1 3 Compared to Latent Class Pattern 2 3 1

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.365      0.000
 U23
    Category > 1       0.144      0.027      5.319      0.000
 U24
    Category > 1       0.191      0.032      6.065      0.000
 U25
    Category > 1       0.108      0.026      4.137      0.000

Latent Class Pattern 1 1 3 Compared to Latent Class Pattern 2 3 2

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       0.099      0.029      3.419      0.001
 U22
    Category > 1       0.157      0.034      4.677      0.000
 U23
    Category > 1       0.160      0.025      6.458      0.000
 U24
    Category > 1       0.154      0.024      6.377      0.000
 U25
    Category > 1       0.169      0.027      6.253      0.000

Latent Class Pattern 1 1 3 Compared to Latent Class Pattern 2 3 3

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 2 1 Compared to Latent Class Pattern 1 2 2

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 1 2 1 Compared to Latent Class Pattern 1 2 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 1 2 1 Compared to Latent Class Pattern 1 3 1

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 2 1 Compared to Latent Class Pattern 1 3 2

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 1 2 1 Compared to Latent Class Pattern 1 3 3

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 1 2 1 Compared to Latent Class Pattern 2 1 1

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.019      1.230      4.079      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.632      0.000
 U15
    Category > 1       0.638      0.186      3.427      0.001
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 2 1 Compared to Latent Class Pattern 2 1 2

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.019      1.230      4.079      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.632      0.000
 U15
    Category > 1       0.638      0.186      3.427      0.001
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 1 2 1 Compared to Latent Class Pattern 2 1 3

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.019      1.230      4.079      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.632      0.000
 U15
    Category > 1       0.638      0.186      3.427      0.001
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 1 2 1 Compared to Latent Class Pattern 2 2 1

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 2 1 Compared to Latent Class Pattern 2 2 2

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 1 2 1 Compared to Latent Class Pattern 2 2 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 1 2 1 Compared to Latent Class Pattern 2 3 1

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 2 1 Compared to Latent Class Pattern 2 3 2

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 1 2 1 Compared to Latent Class Pattern 2 3 3

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 1 2 2 Compared to Latent Class Pattern 1 2 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 1 2 2 Compared to Latent Class Pattern 1 3 1

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.019      1.230      4.079      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.632      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

Latent Class Pattern 1 2 2 Compared to Latent Class Pattern 1 3 2

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 2 2 Compared to Latent Class Pattern 1 3 3

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 1 2 2 Compared to Latent Class Pattern 2 1 1

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.019      1.230      4.079      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.632      0.000
 U15
    Category > 1       0.638      0.186      3.427      0.001
 U21
    Category > 1       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.019      1.230      4.079      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.632      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

Latent Class Pattern 1 2 2 Compared to Latent Class Pattern 2 1 2

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.019      1.230      4.079      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.632      0.000
 U15
    Category > 1       0.638      0.186      3.427      0.001
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 2 2 Compared to Latent Class Pattern 2 1 3

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.019      1.230      4.079      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.632      0.000
 U15
    Category > 1       0.638      0.186      3.427      0.001
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 1 2 2 Compared to Latent Class Pattern 2 2 1

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.019      1.230      4.079      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.632      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

Latent Class Pattern 1 2 2 Compared to Latent Class Pattern 2 2 2

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 2 2 Compared to Latent Class Pattern 2 2 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 1 2 2 Compared to Latent Class Pattern 2 3 1

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.019      1.230      4.079      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.632      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

Latent Class Pattern 1 2 2 Compared to Latent Class Pattern 2 3 2

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 2 2 Compared to Latent Class Pattern 2 3 3

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 1 2 3 Compared to Latent Class Pattern 1 3 1

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.365      0.000
 U23
    Category > 1       0.144      0.027      5.319      0.000
 U24
    Category > 1       0.191      0.032      6.065      0.000
 U25
    Category > 1       0.108      0.026      4.137      0.000

Latent Class Pattern 1 2 3 Compared to Latent Class Pattern 1 3 2

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       0.099      0.029      3.419      0.001
 U22
    Category > 1       0.157      0.034      4.677      0.000
 U23
    Category > 1       0.160      0.025      6.458      0.000
 U24
    Category > 1       0.154      0.024      6.377      0.000
 U25
    Category > 1       0.169      0.027      6.253      0.000

Latent Class Pattern 1 2 3 Compared to Latent Class Pattern 1 3 3

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 2 3 Compared to Latent Class Pattern 2 1 1

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.019      1.230      4.079      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.632      0.000
 U15
    Category > 1       0.638      0.186      3.427      0.001
 U21
    Category > 1       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.365      0.000
 U23
    Category > 1       0.144      0.027      5.319      0.000
 U24
    Category > 1       0.191      0.032      6.065      0.000
 U25
    Category > 1       0.108      0.026      4.137      0.000

Latent Class Pattern 1 2 3 Compared to Latent Class Pattern 2 1 2

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.019      1.230      4.079      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.632      0.000
 U15
    Category > 1       0.638      0.186      3.427      0.001
 U21
    Category > 1       0.099      0.029      3.419      0.001
 U22
    Category > 1       0.157      0.034      4.677      0.000
 U23
    Category > 1       0.160      0.025      6.458      0.000
 U24
    Category > 1       0.154      0.024      6.377      0.000
 U25
    Category > 1       0.169      0.027      6.253      0.000

Latent Class Pattern 1 2 3 Compared to Latent Class Pattern 2 1 3

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.019      1.230      4.079      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.632      0.000
 U15
    Category > 1       0.638      0.186      3.427      0.001
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 2 3 Compared to Latent Class Pattern 2 2 1

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.365      0.000
 U23
    Category > 1       0.144      0.027      5.319      0.000
 U24
    Category > 1       0.191      0.032      6.065      0.000
 U25
    Category > 1       0.108      0.026      4.137      0.000

Latent Class Pattern 1 2 3 Compared to Latent Class Pattern 2 2 2

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       0.099      0.029      3.419      0.001
 U22
    Category > 1       0.157      0.034      4.677      0.000
 U23
    Category > 1       0.160      0.025      6.458      0.000
 U24
    Category > 1       0.154      0.024      6.377      0.000
 U25
    Category > 1       0.169      0.027      6.253      0.000

Latent Class Pattern 1 2 3 Compared to Latent Class Pattern 2 2 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 2 3 Compared to Latent Class Pattern 2 3 1

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.365      0.000
 U23
    Category > 1       0.144      0.027      5.319      0.000
 U24
    Category > 1       0.191      0.032      6.065      0.000
 U25
    Category > 1       0.108      0.026      4.137      0.000

Latent Class Pattern 1 2 3 Compared to Latent Class Pattern 2 3 2

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       0.099      0.029      3.419      0.001
 U22
    Category > 1       0.157      0.034      4.677      0.000
 U23
    Category > 1       0.160      0.025      6.458      0.000
 U24
    Category > 1       0.154      0.024      6.377      0.000
 U25
    Category > 1       0.169      0.027      6.253      0.000

Latent Class Pattern 1 2 3 Compared to Latent Class Pattern 2 3 3

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 3 1 Compared to Latent Class Pattern 1 3 2

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 1 3 1 Compared to Latent Class Pattern 1 3 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 1 3 1 Compared to Latent Class Pattern 2 1 1

 U11
    Category > 1       0.904      0.285      3.170      0.002
 U12
    Category > 1       0.786      0.180      4.365      0.000
 U13
    Category > 1       0.144      0.027      5.319      0.000
 U14
    Category > 1       0.191      0.032      6.065      0.000
 U15
    Category > 1       0.108      0.026      4.137      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 3 1 Compared to Latent Class Pattern 2 1 2

 U11
    Category > 1       0.904      0.285      3.170      0.002
 U12
    Category > 1       0.786      0.180      4.365      0.000
 U13
    Category > 1       0.144      0.027      5.319      0.000
 U14
    Category > 1       0.191      0.032      6.065      0.000
 U15
    Category > 1       0.108      0.026      4.137      0.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 1 3 1 Compared to Latent Class Pattern 2 1 3

 U11
    Category > 1       0.904      0.285      3.170      0.002
 U12
    Category > 1       0.786      0.180      4.365      0.000
 U13
    Category > 1       0.144      0.027      5.319      0.000
 U14
    Category > 1       0.191      0.032      6.065      0.000
 U15
    Category > 1       0.108      0.026      4.137      0.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 1 3 1 Compared to Latent Class Pattern 2 2 1

 U11
    Category > 1       0.099      0.029      3.419      0.001
 U12
    Category > 1       0.157      0.034      4.677      0.000
 U13
    Category > 1       0.160      0.025      6.458      0.000
 U14
    Category > 1       0.154      0.024      6.377      0.000
 U15
    Category > 1       0.169      0.027      6.253      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 3 1 Compared to Latent Class Pattern 2 2 2

 U11
    Category > 1       0.099      0.029      3.419      0.001
 U12
    Category > 1       0.157      0.034      4.677      0.000
 U13
    Category > 1       0.160      0.025      6.458      0.000
 U14
    Category > 1       0.154      0.024      6.377      0.000
 U15
    Category > 1       0.169      0.027      6.253      0.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 1 3 1 Compared to Latent Class Pattern 2 2 3

 U11
    Category > 1       0.099      0.029      3.419      0.001
 U12
    Category > 1       0.157      0.034      4.677      0.000
 U13
    Category > 1       0.160      0.025      6.458      0.000
 U14
    Category > 1       0.154      0.024      6.377      0.000
 U15
    Category > 1       0.169      0.027      6.253      0.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 1 3 1 Compared to Latent Class Pattern 2 3 1

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 3 1 Compared to Latent Class Pattern 2 3 2

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 1 3 1 Compared to Latent Class Pattern 2 3 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 1 3 2 Compared to Latent Class Pattern 1 3 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 1 3 2 Compared to Latent Class Pattern 2 1 1

 U11
    Category > 1       0.904      0.285      3.170      0.002
 U12
    Category > 1       0.786      0.180      4.365      0.000
 U13
    Category > 1       0.144      0.027      5.319      0.000
 U14
    Category > 1       0.191      0.032      6.065      0.000
 U15
    Category > 1       0.108      0.026      4.137      0.000
 U21
    Category > 1       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.019      1.230      4.079      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.632      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

Latent Class Pattern 1 3 2 Compared to Latent Class Pattern 2 1 2

 U11
    Category > 1       0.904      0.285      3.170      0.002
 U12
    Category > 1       0.786      0.180      4.365      0.000
 U13
    Category > 1       0.144      0.027      5.319      0.000
 U14
    Category > 1       0.191      0.032      6.065      0.000
 U15
    Category > 1       0.108      0.026      4.137      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 3 2 Compared to Latent Class Pattern 2 1 3

 U11
    Category > 1       0.904      0.285      3.170      0.002
 U12
    Category > 1       0.786      0.180      4.365      0.000
 U13
    Category > 1       0.144      0.027      5.319      0.000
 U14
    Category > 1       0.191      0.032      6.065      0.000
 U15
    Category > 1       0.108      0.026      4.137      0.000
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 1 3 2 Compared to Latent Class Pattern 2 2 1

 U11
    Category > 1       0.099      0.029      3.419      0.001
 U12
    Category > 1       0.157      0.034      4.677      0.000
 U13
    Category > 1       0.160      0.025      6.458      0.000
 U14
    Category > 1       0.154      0.024      6.377      0.000
 U15
    Category > 1       0.169      0.027      6.253      0.000
 U21
    Category > 1       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.019      1.230      4.079      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.632      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

Latent Class Pattern 1 3 2 Compared to Latent Class Pattern 2 2 2

 U11
    Category > 1       0.099      0.029      3.419      0.001
 U12
    Category > 1       0.157      0.034      4.677      0.000
 U13
    Category > 1       0.160      0.025      6.458      0.000
 U14
    Category > 1       0.154      0.024      6.377      0.000
 U15
    Category > 1       0.169      0.027      6.253      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 3 2 Compared to Latent Class Pattern 2 2 3

 U11
    Category > 1       0.099      0.029      3.419      0.001
 U12
    Category > 1       0.157      0.034      4.677      0.000
 U13
    Category > 1       0.160      0.025      6.458      0.000
 U14
    Category > 1       0.154      0.024      6.377      0.000
 U15
    Category > 1       0.169      0.027      6.253      0.000
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 1 3 2 Compared to Latent Class Pattern 2 3 1

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.019      1.230      4.079      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.632      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

Latent Class Pattern 1 3 2 Compared to Latent Class Pattern 2 3 2

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 3 2 Compared to Latent Class Pattern 2 3 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 1 3 3 Compared to Latent Class Pattern 2 1 1

 U11
    Category > 1       0.904      0.285      3.170      0.002
 U12
    Category > 1       0.786      0.180      4.365      0.000
 U13
    Category > 1       0.144      0.027      5.319      0.000
 U14
    Category > 1       0.191      0.032      6.065      0.000
 U15
    Category > 1       0.108      0.026      4.137      0.000
 U21
    Category > 1       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.365      0.000
 U23
    Category > 1       0.144      0.027      5.319      0.000
 U24
    Category > 1       0.191      0.032      6.065      0.000
 U25
    Category > 1       0.108      0.026      4.137      0.000

Latent Class Pattern 1 3 3 Compared to Latent Class Pattern 2 1 2

 U11
    Category > 1       0.904      0.285      3.170      0.002
 U12
    Category > 1       0.786      0.180      4.365      0.000
 U13
    Category > 1       0.144      0.027      5.319      0.000
 U14
    Category > 1       0.191      0.032      6.065      0.000
 U15
    Category > 1       0.108      0.026      4.137      0.000
 U21
    Category > 1       0.099      0.029      3.419      0.001
 U22
    Category > 1       0.157      0.034      4.677      0.000
 U23
    Category > 1       0.160      0.025      6.458      0.000
 U24
    Category > 1       0.154      0.024      6.377      0.000
 U25
    Category > 1       0.169      0.027      6.253      0.000

Latent Class Pattern 1 3 3 Compared to Latent Class Pattern 2 1 3

 U11
    Category > 1       0.904      0.285      3.170      0.002
 U12
    Category > 1       0.786      0.180      4.365      0.000
 U13
    Category > 1       0.144      0.027      5.319      0.000
 U14
    Category > 1       0.191      0.032      6.065      0.000
 U15
    Category > 1       0.108      0.026      4.137      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 3 3 Compared to Latent Class Pattern 2 2 1

 U11
    Category > 1       0.099      0.029      3.419      0.001
 U12
    Category > 1       0.157      0.034      4.677      0.000
 U13
    Category > 1       0.160      0.025      6.458      0.000
 U14
    Category > 1       0.154      0.024      6.377      0.000
 U15
    Category > 1       0.169      0.027      6.253      0.000
 U21
    Category > 1       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.365      0.000
 U23
    Category > 1       0.144      0.027      5.319      0.000
 U24
    Category > 1       0.191      0.032      6.065      0.000
 U25
    Category > 1       0.108      0.026      4.137      0.000

Latent Class Pattern 1 3 3 Compared to Latent Class Pattern 2 2 2

 U11
    Category > 1       0.099      0.029      3.419      0.001
 U12
    Category > 1       0.157      0.034      4.677      0.000
 U13
    Category > 1       0.160      0.025      6.458      0.000
 U14
    Category > 1       0.154      0.024      6.377      0.000
 U15
    Category > 1       0.169      0.027      6.253      0.000
 U21
    Category > 1       0.099      0.029      3.419      0.001
 U22
    Category > 1       0.157      0.034      4.677      0.000
 U23
    Category > 1       0.160      0.025      6.458      0.000
 U24
    Category > 1       0.154      0.024      6.377      0.000
 U25
    Category > 1       0.169      0.027      6.253      0.000

Latent Class Pattern 1 3 3 Compared to Latent Class Pattern 2 2 3

 U11
    Category > 1       0.099      0.029      3.419      0.001
 U12
    Category > 1       0.157      0.034      4.677      0.000
 U13
    Category > 1       0.160      0.025      6.458      0.000
 U14
    Category > 1       0.154      0.024      6.377      0.000
 U15
    Category > 1       0.169      0.027      6.253      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 1 3 3 Compared to Latent Class Pattern 2 3 1

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.365      0.000
 U23
    Category > 1       0.144      0.027      5.319      0.000
 U24
    Category > 1       0.191      0.032      6.065      0.000
 U25
    Category > 1       0.108      0.026      4.137      0.000

Latent Class Pattern 1 3 3 Compared to Latent Class Pattern 2 3 2

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       0.099      0.029      3.419      0.001
 U22
    Category > 1       0.157      0.034      4.677      0.000
 U23
    Category > 1       0.160      0.025      6.458      0.000
 U24
    Category > 1       0.154      0.024      6.377      0.000
 U25
    Category > 1       0.169      0.027      6.253      0.000

Latent Class Pattern 1 3 3 Compared to Latent Class Pattern 2 3 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 2 1 1 Compared to Latent Class Pattern 2 1 2

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 2 1 1 Compared to Latent Class Pattern 2 1 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 2 1 1 Compared to Latent Class Pattern 2 2 1

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 2 1 1 Compared to Latent Class Pattern 2 2 2

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 2 1 1 Compared to Latent Class Pattern 2 2 3

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 2 1 1 Compared to Latent Class Pattern 2 3 1

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 2 1 1 Compared to Latent Class Pattern 2 3 2

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 2 1 1 Compared to Latent Class Pattern 2 3 3

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 2 1 2 Compared to Latent Class Pattern 2 1 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 2 1 2 Compared to Latent Class Pattern 2 2 1

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.019      1.230      4.079      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.632      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

Latent Class Pattern 2 1 2 Compared to Latent Class Pattern 2 2 2

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 2 1 2 Compared to Latent Class Pattern 2 2 3

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 2 1 2 Compared to Latent Class Pattern 2 3 1

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.019      1.230      4.079      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.632      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

Latent Class Pattern 2 1 2 Compared to Latent Class Pattern 2 3 2

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 2 1 2 Compared to Latent Class Pattern 2 3 3

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 2 1 3 Compared to Latent Class Pattern 2 2 1

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.365      0.000
 U23
    Category > 1       0.144      0.027      5.319      0.000
 U24
    Category > 1       0.191      0.032      6.065      0.000
 U25
    Category > 1       0.108      0.026      4.137      0.000

Latent Class Pattern 2 1 3 Compared to Latent Class Pattern 2 2 2

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       0.099      0.029      3.419      0.001
 U22
    Category > 1       0.157      0.034      4.677      0.000
 U23
    Category > 1       0.160      0.025      6.458      0.000
 U24
    Category > 1       0.154      0.024      6.377      0.000
 U25
    Category > 1       0.169      0.027      6.253      0.000

Latent Class Pattern 2 1 3 Compared to Latent Class Pattern 2 2 3

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.079      0.000
 U13
    Category > 1       1.110      0.250      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.632      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 2 1 3 Compared to Latent Class Pattern 2 3 1

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.365      0.000
 U23
    Category > 1       0.144      0.027      5.319      0.000
 U24
    Category > 1       0.191      0.032      6.065      0.000
 U25
    Category > 1       0.108      0.026      4.137      0.000

Latent Class Pattern 2 1 3 Compared to Latent Class Pattern 2 3 2

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       0.099      0.029      3.419      0.001
 U22
    Category > 1       0.157      0.034      4.677      0.000
 U23
    Category > 1       0.160      0.025      6.458      0.000
 U24
    Category > 1       0.154      0.024      6.377      0.000
 U25
    Category > 1       0.169      0.027      6.253      0.000

Latent Class Pattern 2 1 3 Compared to Latent Class Pattern 2 3 3

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.365      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.225      0.861      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.137      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 2 2 1 Compared to Latent Class Pattern 2 2 2

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 2 2 1 Compared to Latent Class Pattern 2 2 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 2 2 1 Compared to Latent Class Pattern 2 3 1

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 2 2 1 Compared to Latent Class Pattern 2 3 2

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 2 2 1 Compared to Latent Class Pattern 2 3 3

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 2 2 2 Compared to Latent Class Pattern 2 2 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 2 2 2 Compared to Latent Class Pattern 2 3 1

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.019      1.230      4.079      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.632      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

Latent Class Pattern 2 2 2 Compared to Latent Class Pattern 2 3 2

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 2 2 2 Compared to Latent Class Pattern 2 3 3

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 2 2 3 Compared to Latent Class Pattern 2 3 1

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.365      0.000
 U23
    Category > 1       0.144      0.027      5.319      0.000
 U24
    Category > 1       0.191      0.032      6.065      0.000
 U25
    Category > 1       0.108      0.026      4.137      0.000

Latent Class Pattern 2 2 3 Compared to Latent Class Pattern 2 3 2

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       0.099      0.029      3.419      0.001
 U22
    Category > 1       0.157      0.034      4.677      0.000
 U23
    Category > 1       0.160      0.025      6.458      0.000
 U24
    Category > 1       0.154      0.024      6.377      0.000
 U25
    Category > 1       0.169      0.027      6.253      0.000

Latent Class Pattern 2 2 3 Compared to Latent Class Pattern 2 3 3

 U11
    Category > 1      10.113      2.958      3.419      0.001
 U12
    Category > 1       6.382      1.365      4.677      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.474      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       1.000      0.000    999.000    999.000
 U22
    Category > 1       1.000      0.000    999.000    999.000
 U23
    Category > 1       1.000      0.000    999.000    999.000
 U24
    Category > 1       1.000      0.000    999.000    999.000
 U25
    Category > 1       1.000      0.000    999.000    999.000

Latent Class Pattern 2 3 1 Compared to Latent Class Pattern 2 3 2

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.079      0.000
 U23
    Category > 1       1.110      0.250      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.632      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 2 3 1 Compared to Latent Class Pattern 2 3 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.365      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.225      0.861      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.137      0.000

Latent Class Pattern 2 3 2 Compared to Latent Class Pattern 2 3 3

 U11
    Category > 1       1.000      0.000    999.000    999.000
 U12
    Category > 1       1.000      0.000    999.000    999.000
 U13
    Category > 1       1.000      0.000    999.000    999.000
 U14
    Category > 1       1.000      0.000    999.000    999.000
 U15
    Category > 1       1.000      0.000    999.000    999.000
 U21
    Category > 1      10.113      2.958      3.419      0.001
 U22
    Category > 1       6.382      1.365      4.677      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.474      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.627E-03
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 3


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 3


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 3


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 3


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 3


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 3


     PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              CG#1          CG#2          C1#1          C1#2          C1#3
              ________      ________      ________      ________      ________
 1                 16             0             0             0             0


           ALPHA(C)
              C2#1          C2#2          C2#3
              ________      ________      ________
 1                  0             0             0


           BETA(C)
              CG#1          CG#2
              ________      ________
 C1#1              17            19
 C1#2              18            20
 C1#3               0             0


           BETA(CC) FOR CG#1
              C1#1          C1#2          C1#3
              ________      ________      ________
 C2#1              21            23            25
 C2#2              22            24            26
 C2#3               0             0             0


           BETA(CC) FOR CG#2
              C1#1          C1#2          C1#3
              ________      ________      ________
 C2#1              27            29            31
 C2#2              28            30            32
 C2#3               0             0             0


     STARTING VALUES FOR LATENT CLASS PATTERN 1 1 1


     STARTING VALUES FOR LATENT CLASS PATTERN 1 1 2


     STARTING VALUES FOR LATENT CLASS PATTERN 1 1 3


     STARTING VALUES FOR LATENT CLASS PATTERN 1 2 1


     STARTING VALUES FOR LATENT CLASS PATTERN 1 2 2


     STARTING VALUES FOR LATENT CLASS PATTERN 1 2 3


     STARTING VALUES FOR LATENT CLASS PATTERN 1 3 1


     STARTING VALUES FOR LATENT CLASS PATTERN 1 3 2


     STARTING VALUES FOR LATENT CLASS PATTERN 1 3 3


     STARTING VALUES FOR LATENT CLASS PATTERN 2 1 1


     STARTING VALUES FOR LATENT CLASS PATTERN 2 1 2


     STARTING VALUES FOR LATENT CLASS PATTERN 2 1 3


     STARTING VALUES FOR LATENT CLASS PATTERN 2 2 1


     STARTING VALUES FOR LATENT CLASS PATTERN 2 2 2


     STARTING VALUES FOR LATENT CLASS PATTERN 2 2 3


     STARTING VALUES FOR LATENT CLASS PATTERN 2 3 1


     STARTING VALUES FOR LATENT CLASS PATTERN 2 3 2


     STARTING VALUES FOR LATENT CLASS PATTERN 2 3 3


     STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1             -0.295        -0.285        -0.828        -0.796        -0.807


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1             -0.295        -0.285        -0.828        -0.796        -0.807


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1             -0.295        -0.285        -0.828        -0.796        -0.807


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.205         0.215        -0.328        -0.296        -0.307


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1             -0.295        -0.285        -0.828        -0.796        -0.807


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.705         0.715         0.172         0.204         0.193


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.205         0.215        -0.328        -0.296        -0.307


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1             -0.295        -0.285        -0.828        -0.796        -0.807


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.205         0.215        -0.328        -0.296        -0.307


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.205         0.215        -0.328        -0.296        -0.307


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.205         0.215        -0.328        -0.296        -0.307


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.705         0.715         0.172         0.204         0.193


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.705         0.715         0.172         0.204         0.193


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1             -0.295        -0.285        -0.828        -0.796        -0.807


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.705         0.715         0.172         0.204         0.193


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.205         0.215        -0.328        -0.296        -0.307


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.705         0.715         0.172         0.204         0.193


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.705         0.715         0.172         0.204         0.193


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1             -0.295        -0.285        -0.828        -0.796        -0.807


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1             -0.295        -0.285        -0.828        -0.796        -0.807


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1             -0.295        -0.285        -0.828        -0.796        -0.807


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.205         0.215        -0.328        -0.296        -0.307


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1             -0.295        -0.285        -0.828        -0.796        -0.807


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.705         0.715         0.172         0.204         0.193


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.205         0.215        -0.328        -0.296        -0.307


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1             -0.295        -0.285        -0.828        -0.796        -0.807


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.205         0.215        -0.328        -0.296        -0.307


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.205         0.215        -0.328        -0.296        -0.307


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.205         0.215        -0.328        -0.296        -0.307


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.705         0.715         0.172         0.204         0.193


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.705         0.715         0.172         0.204         0.193


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1             -0.295        -0.285        -0.828        -0.796        -0.807


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.705         0.715         0.172         0.204         0.193


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.205         0.215        -0.328        -0.296        -0.307


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.705         0.715         0.172         0.204         0.193


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.705         0.715         0.172         0.204         0.193


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              CG#1          CG#2          C1#1          C1#2          C1#3
              ________      ________      ________      ________      ________
 1              0.500         0.000         0.000         0.000         0.000


           ALPHA(C)
              C2#1          C2#2          C2#3
              ________      ________      ________
 1              0.000         0.000         0.000


           BETA(C)
              CG#1          CG#2
              ________      ________
 C1#1           0.333         0.333
 C1#2           0.333         0.333
 C1#3           0.000         0.000


           BETA(CC) FOR CG#1
              C1#1          C1#2          C1#3
              ________      ________      ________
 C2#1           0.333         0.333         0.333
 C2#2           0.333         0.333         0.333
 C2#3           0.000         0.000         0.000


           BETA(CC) FOR CG#2
              C1#1          C1#2          C1#3
              ________      ________      ________
 C2#1           0.333         0.333         0.333
 C2#2           0.333         0.333         0.333
 C2#3           0.000         0.000         0.000


TECHNICAL 15 OUTPUT


     ESTIMATED CONDITIONAL PROBABILITIES FOR THE CLASS VARIABLES

     P(CG=1)=0.504
     P(CG=2)=0.496


     P(C1=1|CG=1)=0.191
     P(C1=2|CG=1)=0.265
     P(C1=3|CG=1)=0.544


     P(C1=1|CG=2)=0.509
     P(C1=2|CG=2)=0.285
     P(C1=3|CG=2)=0.207


     P(C2=1|CG=1,C1=1)=0.194
     P(C2=2|CG=1,C1=1)=0.547
     P(C2=3|CG=1,C1=1)=0.259


     P(C2=1|CG=1,C1=2)=0.395
     P(C2=2|CG=1,C1=2)=0.467
     P(C2=3|CG=1,C1=2)=0.138


     P(C2=1|CG=1,C1=3)=0.150
     P(C2=2|CG=1,C1=3)=0.298
     P(C2=3|CG=1,C1=3)=0.552


     P(C2=1|CG=2,C1=1)=0.244
     P(C2=2|CG=2,C1=1)=0.475
     P(C2=3|CG=2,C1=1)=0.281


     P(C2=1|CG=2,C1=2)=0.029
     P(C2=2|CG=2,C1=2)=0.702
     P(C2=3|CG=2,C1=2)=0.269


     P(C2=1|CG=2,C1=3)=0.530
     P(C2=2|CG=2,C1=3)=0.249
     P(C2=3|CG=2,C1=3)=0.220



TECHNICAL 8 OUTPUT


  INITIAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14897569D+05    0.0000000    0.0000000    107.368    94.860    EM
                                                     92.862   109.495
                                                    102.893   108.431
                                                    125.964   125.167
                                                    139.959   132.668
                                                    113.815   107.070
                                                    121.820   106.025
                                                    100.325   114.368
                                                    100.897    96.011
     2 -0.14800903D+05   96.6657834    0.0064887    106.088    80.902    EM
                                                     75.232   107.246
                                                     93.040   103.308
                                                    135.883   134.145
                                                    171.157   154.555
                                                    115.735   103.088
                                                    132.907   102.914
                                                     92.844   115.055
                                                     91.955    83.947
     3 -0.14730834D+05   70.0697853    0.0047342    109.145    72.363    EM
                                                     61.587   105.210
                                                     84.200    96.212
                                                    140.645   138.262
                                                    199.376   171.718
                                                    115.544    99.184
                                                    143.447   102.271
                                                     89.240   112.234
                                                     84.556    74.806
     4 -0.14696593D+05   34.2407259    0.0023244    115.241    68.239    EM
                                                     52.002   103.850
                                                     77.683    89.064
                                                    141.376   138.700
                                                    220.845   182.112
                                                    113.581    95.743
                                                    153.569   104.392
                                                     89.196   107.118
                                                     79.152    68.137
     5 -0.14680986D+05   15.6070466    0.0010619    122.631    66.483    EM
                                                     45.421   103.211
                                                     73.135    83.056
                                                    140.225   136.977
                                                    235.862   187.131
                                                    110.166    92.733
                                                    163.604   108.328
                                                     91.483   101.220
                                                     75.294    63.042
     6 -0.14671395D+05    9.5909843    0.0006533    130.072    65.774    EM
                                                     40.926   103.002
                                                     69.751    78.354
                                                    138.767   134.145
                                                    246.207   188.759
                                                    105.467    89.905
                                                    173.917   113.196
                                                     95.134    95.347
                                                     72.447    58.828
     7 -0.14663224D+05    8.1708036    0.0005569    136.987    65.550    EM
                                                     37.870   102.933
                                                     66.960    74.734
                                                    137.742   130.796
                                                    253.428   188.369
                                                     99.616    87.047
                                                    184.753   118.458
                                                     99.606    89.759
                                                     70.279    55.114
     8 -0.14654982D+05    8.2424488    0.0005621    143.155    65.631    EM
                                                     35.806   102.861
                                                     64.481    71.943
                                                    137.366   127.229
                                                    258.527   186.774
                                                     92.812    84.066
                                                    196.127   123.777
                                                    104.577    84.492
                                                     68.642    51.733
     9 -0.14646193D+05    8.7888913    0.0005997    148.456    66.005    EM
                                                     34.440   102.750
                                                     62.218    69.777
                                                    137.617   123.616
                                                    262.120   184.520
                                                     85.377    80.992
                                                    207.777   128.882
                                                    109.783    79.540
                                                     67.497    48.633
    10 -0.14636970D+05    9.2227560    0.0006297    152.772    66.728    EM
                                                     33.577   102.625
                                                     60.170    68.077
                                                    138.364   120.084
                                                    264.603   182.081
                                                     77.739    77.953
                                                    219.176   133.516
                                                    114.936    74.914
                                                     66.863    45.823


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15935606D+05    0.0000000    0.0000000    139.339   123.956    EM
                                                    108.846   104.815
                                                    103.499    78.475
                                                    129.279   110.538
                                                    108.253   153.976
                                                    136.473   101.092
                                                    140.579   125.827
                                                     98.745    92.651
                                                     82.922    60.734
     2 -0.14892820D+05 1042.7858221    0.0654375    124.445   117.669    EM
                                                    103.200    88.014
                                                    100.393    63.033
                                                    143.120   121.630
                                                    145.496   160.896
                                                    146.602    93.590
                                                    150.897   138.307
                                                    100.887    79.988
                                                     74.952    46.879
     3 -0.14757168D+05  135.6527062    0.0091086    112.830   114.350    EM
                                                     95.670    79.067
                                                    104.063    53.207
                                                    146.890   125.093
                                                    175.829   166.096
                                                    150.872    88.163
                                                    155.074   142.158
                                                    100.140    75.724
                                                     72.895    41.878
     4 -0.14702659D+05   54.5085966    0.0036937    105.392   112.276    EM
                                                     88.166    74.774
                                                    109.677    46.184
                                                    146.537   125.133
                                                    198.861   172.335
                                                    152.705    84.066
                                                    157.631   141.486
                                                     98.418    74.249
                                                     72.329    39.781
     5 -0.14683577D+05   19.0822940    0.0012979    101.399   111.180    EM
                                                     82.298    72.497
                                                    115.173    41.342
                                                    144.707   123.657
                                                    214.747   178.233
                                                    152.678    81.005
                                                    159.533   138.805
                                                     96.936    73.990
                                                     72.495    39.326
     6 -0.14676262D+05    7.3144135    0.0004981     99.339   110.509    EM
                                                     78.002    71.019
                                                    119.723    38.087
                                                    142.688   121.985
                                                    225.647   182.986
                                                    151.523    78.509
                                                    161.269   135.869
                                                     96.036    74.065
                                                     73.041    39.703
     7 -0.14672852D+05    3.4099727    0.0002323     98.309   109.935    EM
                                                     74.853    69.907
                                                    123.188    35.886
                                                    140.937   120.599
                                                    233.386   186.475
                                                    149.765    76.306
                                                    163.010   133.336
                                                     95.646    74.137
                                                     73.819    40.506
     8 -0.14670940D+05    1.9118995    0.0001303     97.863   109.349    EM
                                                     72.494    69.010
                                                    125.703    34.362
                                                    139.536   119.570
                                                    239.113   188.884
                                                    147.712    74.284
                                                    164.781   131.308
                                                     95.618    74.115
                                                     74.753    41.545
     9 -0.14669691D+05    1.2490093    0.0000851     97.771   108.738    EM
                                                     70.680    68.265
                                                    127.463    33.283
                                                    138.446   118.841
                                                    243.513   190.458
                                                    145.524    72.406
                                                    166.561   129.710
                                                     95.824    73.993
                                                     75.796    42.728
    10 -0.14668770D+05    0.9210253    0.0000628     97.903   108.112    EM
                                                     69.247    67.636
                                                    128.646    32.504
                                                    137.608   118.339
                                                    247.006   191.412
                                                    143.284    70.654
                                                    168.328   128.430
                                                     96.175    73.793
                                                     76.917    44.007


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19569124D+05    0.0000000    0.0000000    203.648   144.580    EM
                                                    132.480   103.947
                                                     81.833    69.448
                                                    119.766    75.310
                                                     75.986   178.524
                                                    146.682   112.512
                                                    106.853   103.555
                                                     71.023   109.435
                                                     92.248    72.167
     2 -0.15064172D+05 4504.9518897    0.2302071    229.289   157.584    EM
                                                    132.982    89.503
                                                     83.420    58.047
                                                    116.083    71.401
                                                     68.691   177.748
                                                    160.282    99.658
                                                    104.160   124.411
                                                     62.059   104.475
                                                     98.343    61.864
     3 -0.14862918D+05  201.2540444    0.0133598    257.975   165.641    EM
                                                    134.895    75.284
                                                     85.707    52.302
                                                    108.022    66.496
                                                     60.678   171.593
                                                    162.396    93.394
                                                    100.398   141.066
                                                     58.896   103.019
                                                    104.082    58.156
     4 -0.14778424D+05   84.4935911    0.0056849    282.283   168.242    EM
                                                    134.376    64.241
                                                     90.574    50.580
                                                     98.816    62.928
                                                     54.961   161.765
                                                    157.109    88.763
                                                     97.778   154.299
                                                     56.989   105.983
                                                    112.170    58.144
     5 -0.14732799D+05   45.6251573    0.0030873    302.229   167.710    EM
                                                    131.750    56.006
                                                     96.846    51.152
                                                     89.727    60.552
                                                     51.026   150.536
                                                    148.088    85.265
                                                     95.830   163.561
                                                     55.033   112.049
                                                    122.374    60.264
     6 -0.14701250D+05   31.5493211    0.0021414    317.998   165.876    EM
                                                    127.654    49.884
                                                    103.450    52.978
                                                     81.508    59.206
                                                     48.446   138.961
                                                    137.820    82.781
                                                     93.816   169.283
                                                     52.545   119.917
                                                    134.334    63.542
     7 -0.14676092D+05   25.1570549    0.0017112    329.735   163.853    EM
                                                    122.676    45.422
                                                    109.750    55.485
                                                     74.513    58.726
                                                     46.841   127.896
                                                    127.802    81.351
                                                     91.299   172.239
                                                     49.426   128.370
                                                    147.387    67.228
     8 -0.14655638D+05   20.4548517    0.0013938    337.757   162.248    EM
                                                    117.316    42.288
                                                    115.430    58.337
                                                     68.794    58.958
                                                     45.872   117.992
                                                    118.822    81.018
                                                     88.280   173.344
                                                     45.883   136.300
                                                    160.619    70.743
     9 -0.14639641D+05   15.9963114    0.0010915    342.653   161.317    EM
                                                    111.972    40.192
                                                    120.333    61.321
                                                     64.209    59.746
                                                     45.257   109.562
                                                    111.144    81.712
                                                     85.075   173.532
                                                     42.262   142.895
                                                    173.085    73.733
    10 -0.14627758D+05   11.8831809    0.0008117    345.176   161.067    EM
                                                    106.923    38.883
                                                    124.372    64.301
                                                     60.539    60.942
                                                     44.797   102.593
                                                    104.694    83.243
                                                     82.075   173.552
                                                     38.878   147.800
                                                    184.071    76.094


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16799168D+05    0.0000000    0.0000000    109.946   106.086    EM
                                                    121.232    95.226
                                                     86.184   104.751
                                                    125.794   119.825
                                                    137.957   116.394
                                                    118.996   122.688
                                                     99.201   102.302
                                                    109.570   104.492
                                                    106.616   112.743
     2 -0.15215581D+05 1583.5870372    0.0942658    108.427   102.319    EM
                                                    125.999    84.060
                                                     72.038    95.705
                                                    135.187   126.155
                                                    157.109   122.117
                                                    130.035   130.399
                                                     91.938   101.275
                                                    106.396    99.536
                                                    102.684   108.620
     3 -0.15068713D+05  146.8682524    0.0096525    102.676    99.205    EM
                                                    125.112    74.773
                                                     65.067    85.627
                                                    142.141   135.274
                                                    177.124   124.845
                                                    144.947   132.633
                                                     86.783   108.468
                                                    103.602    92.719
                                                     99.757    99.247
     4 -0.14950237D+05  118.4757827    0.0078624     93.439    96.384    EM
                                                    119.566    66.860
                                                     62.800    73.970
                                                    146.503   145.833
                                                    201.645   125.004
                                                    162.905   131.377
                                                     81.584   121.208
                                                    100.479    85.458
                                                     96.971    88.013
     5 -0.14819609D+05  130.6283373    0.0087375     82.505    94.215    EM
                                                    110.115    62.244
                                                     66.073    62.722
                                                    145.819   154.461
                                                    228.847   123.604
                                                    181.297   129.660
                                                     75.164   135.425
                                                     96.848    79.509
                                                     93.339    78.153
     6 -0.14713715D+05  105.8939599    0.0071455     73.162    93.075    EM
                                                     99.512    62.239
                                                     74.325    53.774
                                                    140.173   158.038
                                                    252.702   123.074
                                                    197.204   130.531
                                                     67.775   145.562
                                                     92.701    76.412
                                                     88.443    71.297
     7 -0.14657205D+05   56.5097819    0.0038406     66.950    92.951    EM
                                                     90.495    65.505
                                                     84.739    47.012
                                                    132.669   157.244
                                                    269.436   124.459
                                                    209.868   133.916
                                                     60.557   150.249
                                                     88.105    76.133
                                                     82.955    66.757
     8 -0.14631724D+05   25.4807885    0.0017384     63.107    93.486    EM
                                                     83.737    69.865
                                                     94.637    41.934
                                                    125.660   154.708
                                                    279.866   126.954
                                                    219.711   138.054
                                                     54.280   151.801
                                                     83.491    77.640
                                                     77.687    63.384
     9 -0.14618638D+05   13.0864188    0.0008944     60.527    94.239    EM
                                                     78.709    74.171
                                                    102.700    38.351
                                                    119.878   152.221
                                                    286.203   129.560
                                                    227.200   141.722
                                                     49.104   152.466
                                                     79.350    80.028
                                                     73.015    60.555
    10 -0.14610820D+05    7.8175260    0.0005348     58.604    94.997    EM
                                                     74.834    78.115
                                                    108.689    35.962
                                                    115.304   150.384
                                                    290.110   131.775
                                                    232.691   144.513
                                                     44.917   153.289
                                                     75.934    82.788
                                                     69.019    58.074


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17135258D+05    0.0000000    0.0000000    226.699   142.707    EM
                                                    132.135   117.202
                                                     71.867    74.088
                                                    104.496    65.603
                                                     72.202   199.617
                                                    130.873   140.271
                                                    109.882    71.574
                                                     76.970   107.317
                                                     79.460    77.038
     2 -0.14988142D+05 2147.1165626    0.1253040    238.231   146.449    EM
                                                    139.292   108.865
                                                     63.493    77.975
                                                     93.360    55.689
                                                     83.647   186.660
                                                    117.660   159.442
                                                     95.269    60.456
                                                     81.790   107.116
                                                     86.278    98.329
     3 -0.14838261D+05  149.8810999    0.0100000    259.110   151.671    EM
                                                    144.744    99.248
                                                     55.127    76.002
                                                     82.184    48.000
                                                     90.914   180.823
                                                    110.053   171.137
                                                     84.867    53.115
                                                     81.509   103.674
                                                     92.249   115.574
     4 -0.14779991D+05   58.2695154    0.0039270    274.101   155.843    EM
                                                    145.504    91.986
                                                     50.123    74.999
                                                     72.743    43.209
                                                     98.494   174.077
                                                    103.518   175.907
                                                     78.628    49.293
                                                     81.308   100.804
                                                     99.148   130.318
     5 -0.14751974D+05   28.0168696    0.0018956    284.291   158.782    EM
                                                    143.899    86.213
                                                     46.795    74.705
                                                     65.471    40.183
                                                    106.663   167.553
                                                     97.637   176.817
                                                     74.441    46.982
                                                     80.818    99.215
                                                    106.827   142.709
     6 -0.14734580D+05   17.3941195    0.0011791    291.092   160.693    EM
                                                    141.338    81.491
                                                     44.425    74.964
                                                     59.847    38.200
                                                    114.951   161.230
                                                     92.118   175.858
                                                     71.207    45.360
                                                     80.060    98.748
                                                    115.204   153.214
     7 -0.14721484D+05   13.0960405    0.0008888    295.577   161.822    EM
                                                    138.470    77.548
                                                     42.652    75.655
                                                     55.448    36.885
                                                    122.942   155.042
                                                     86.809   174.109
                                                     68.393    44.054
                                                     79.090    99.109
                                                    124.156   162.237
     8 -0.14710606D+05   10.8786525    0.0007390    298.459   162.377    EM
                                                    135.553    74.212
                                                     41.295    76.699
                                                     51.988    36.058
                                                    130.359   149.016
                                                     81.686   172.105
                                                     65.772    42.913
                                                     77.954   100.049
                                                    133.512   169.995
     9 -0.14701177D+05    9.4287684    0.0006410    300.211   162.520    EM
                                                    132.684    71.372
                                                     40.256    78.043
                                                     49.265    35.625
                                                    137.023   143.242
                                                     76.786   170.110
                                                     63.260    41.885
                                                     76.686   101.390
                                                    143.068   176.573
    10 -0.14692873D+05    8.3036068    0.0005648    301.167   162.380    EM
                                                    129.905    68.945
                                                     39.475    79.647
                                                     47.132    35.527
                                                    142.823   137.818
                                                     72.160   168.262
                                                     60.839    40.963
                                                     75.320   103.015
                                                    152.614   182.009


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18132573D+05    0.0000000    0.0000000     50.248    84.762    EM
                                                     88.289    85.520
                                                    141.246   168.520
                                                     77.793   142.224
                                                    168.398    40.996
                                                     67.183    84.926
                                                     86.591   151.330
                                                    178.481    84.088
                                                    129.483   169.922
     2 -0.15016764D+05 3115.8090886    0.1718349     42.246    79.822    EM
                                                     81.941    82.761
                                                    156.582   187.728
                                                     58.450   137.652
                                                    179.819    26.332
                                                     49.958    70.733
                                                     72.034   154.672
                                                    199.024    82.017
                                                    135.289   202.941
     3 -0.14855357D+05  161.4073817    0.0107485     43.945    86.000    EM
                                                     81.358    87.779
                                                    166.719   194.271
                                                     49.233   119.178
                                                    178.517    22.507
                                                     43.830    68.366
                                                     65.839   149.519
                                                    206.447    81.500
                                                    130.482   224.510
     4 -0.14780305D+05   75.0514378    0.0050521     48.407    95.198    EM
                                                     82.263    92.698
                                                    170.109   192.529
                                                     42.989   102.752
                                                    180.054    19.681
                                                     39.637    65.363
                                                     60.502   143.610
                                                    208.372    81.934
                                                    128.550   245.352
     5 -0.14738829D+05   41.4763856    0.0028062     53.581   104.062    EM
                                                     82.981    96.677
                                                    168.027   187.906
                                                     38.992    89.672
                                                    185.103    17.666
                                                     36.477    62.132
                                                     56.414   137.597
                                                    207.523    83.075
                                                    127.487   264.629
     6 -0.14714825D+05   24.0039300    0.0016286     58.137   110.975    EM
                                                     83.212    99.351
                                                    163.162   183.254
                                                     36.263    79.922
                                                    192.724    16.153
                                                     33.874    58.911
                                                     53.112   131.822
                                                    205.632    84.398
                                                    126.754   282.344
     7 -0.14700894D+05   13.9314130    0.0009468     61.713   115.764    EM
                                                     83.216   100.983
                                                    157.281   179.398
                                                     34.283    72.795
                                                    201.567    14.983
                                                     31.646    55.914
                                                     50.309   126.311
                                                    203.471    85.646
                                                    126.046   298.675
     8 -0.14692073D+05    8.8206807    0.0006000     64.445   118.847    EM
                                                     83.241   101.925
                                                    151.183   176.330
                                                     32.810    67.560
                                                    210.658    14.054
                                                     29.714    53.223
                                                     47.866   121.051
                                                    201.335    86.742
                                                    125.202   313.812
     9 -0.14685778D+05    6.2952101    0.0004285     66.587   120.701    EM
                                                     83.423   102.418
                                                    145.157   173.854
                                                     31.718    63.660
                                                    219.482    13.292
                                                     28.027    50.832
                                                     45.711   116.059
                                                    199.324    87.684
                                                    124.170   327.901
    10 -0.14680911D+05    4.8668730    0.0003314     68.348   121.698    EM
                                                     83.817   102.596
                                                    139.291   171.789
                                                     30.928    60.708
                                                    227.824    12.647
                                                     26.544    48.710
                                                     43.800   111.361
                                                    197.455    88.489
                                                    122.958   341.037


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18395886D+05    0.0000000    0.0000000     20.049    34.048    EM
                                                     89.450    46.321
                                                    107.670   179.397
                                                     80.271   146.274
                                                    303.519    16.976
                                                     30.572    68.649
                                                     30.248    54.811
                                                    136.404    97.479
                                                    153.995   403.867
     2 -0.14955925D+05 3439.9613021    0.1869962     10.728    23.061    EM
                                                     55.413    35.935
                                                    175.056   216.933
                                                     63.784   151.627
                                                    274.464    10.320
                                                     22.834    45.241
                                                     28.214    76.553
                                                    162.217    97.532
                                                    167.486   382.603
     3 -0.14734524D+05  221.4006868    0.0148035     10.970    18.665    EM
                                                     59.474    40.301
                                                    205.947   218.890
                                                     62.120   133.077
                                                    257.556    11.579
                                                     21.194    45.327
                                                     24.814    66.165
                                                    151.059   109.016
                                                    162.467   401.378
     4 -0.14681863D+05   52.6608531    0.0035740     11.314    15.663    EM
                                                     63.951    44.373
                                                    224.811   215.531
                                                     62.377   121.619
                                                    247.362    12.940
                                                     19.667    43.964
                                                     22.743    63.179
                                                    148.356   117.865
                                                    162.139   402.146
     5 -0.14660809D+05   21.0535943    0.0014340     11.643    13.286    EM
                                                     67.692    47.955
                                                    238.317   211.283
                                                     63.204   113.864
                                                    239.756    14.540
                                                     18.486    42.774
                                                     21.161    61.897
                                                    147.564   125.501
                                                    163.224   397.853
     6 -0.14648898D+05   11.9117790    0.0008125     11.972    11.564    EM
                                                     70.865    51.190
                                                    248.533   207.130
                                                     64.292   108.357
                                                    233.096    16.279
                                                     17.492    41.494
                                                     19.858    61.234
                                                    147.456   132.323
                                                    165.210   391.655
     7 -0.14640385D+05    8.5130469    0.0005811     12.348    10.348    EM
                                                     73.727    54.146
                                                    256.616   203.295
                                                     65.575   104.164
                                                    226.782    18.121
                                                     16.625    40.081
                                                     18.769    60.699
                                                    147.477   138.617
                                                    167.707   384.905
     8 -0.14633577D+05    6.8080793    0.0004650     12.802     9.499    EM
                                                     76.458    56.841
                                                    263.167   199.788
                                                     67.042   100.778
                                                    220.625    20.050
                                                     15.868    38.572
                                                     17.862    60.079
                                                    147.394   144.505
                                                    170.473   378.198
     9 -0.14627866D+05    5.7108858    0.0003903     13.341     8.916    EM
                                                     79.145    59.268
                                                    268.537   196.599
                                                     68.677    97.921
                                                    214.595    22.054
                                                     15.218    37.031
                                                     17.111    59.288
                                                    147.122   149.990
                                                    173.350   371.836
    10 -0.14623003D+05    4.8624086    0.0003324     13.959     8.531    EM
                                                     81.796    61.412
                                                    272.961   193.730
                                                     70.445    95.434
                                                    208.730    24.117
                                                     14.677    35.519
                                                     16.492    58.309
                                                    146.651   155.009
                                                    176.227   365.999


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21140288D+05    0.0000000    0.0000000    111.784    62.998    EM
                                                    118.707    85.739
                                                     78.543   133.584
                                                    143.989   101.189
                                                    170.467   130.540
                                                     86.209   148.076
                                                     80.609    48.667
                                                     74.888   156.376
                                                     96.505   171.129
     2 -0.15060065D+05 6080.2229501    0.2876131    122.154    45.642    EM
                                                    103.565    93.267
                                                     97.689   147.639
                                                    144.555    95.774
                                                    156.716   163.436
                                                     85.556   157.738
                                                     71.098    34.825
                                                     55.855   174.949
                                                     84.059   165.484
     3 -0.14806879D+05  253.1860471    0.0168117    130.459    38.260    EM
                                                     92.580    93.399
                                                    111.884   157.250
                                                    143.127    94.158
                                                    145.884   181.116
                                                     83.380   154.923
                                                     68.823    30.414
                                                     47.718   186.141
                                                     79.910   160.574
     4 -0.14731821D+05   75.0584846    0.0050692    139.459    33.159    EM
                                                     86.174    92.871
                                                    124.397   162.903
                                                    140.865    91.280
                                                    135.891   193.390
                                                     80.799   150.220
                                                     65.047    26.819
                                                     42.178   196.595
                                                     77.939   160.013
     5 -0.14699666D+05   32.1553239    0.0021827    148.077    29.654    EM
                                                     82.260    92.123
                                                    134.545   165.542
                                                    138.861    88.179
                                                    127.758   201.374
                                                     78.309   144.224
                                                     60.824    23.914
                                                     38.334   206.458
                                                     77.483   162.081
     6 -0.14681829D+05   17.8363462    0.0012134    155.778    27.277    EM
                                                     79.777    91.611
                                                    142.615   166.086
                                                    137.266    85.374
                                                    121.216   206.266
                                                     76.046   137.255
                                                     56.680    21.542
                                                     35.618   215.866
                                                     78.034   165.692
     7 -0.14669549D+05   12.2800957    0.0008364    162.405    25.685    EM
                                                     78.151    91.554
                                                    149.077   165.221
                                                    136.033    83.049
                                                    115.825   209.041
                                                     74.014   129.521
                                                     52.834    19.581
                                                     33.699   224.884
                                                     79.250   170.176
     8 -0.14659674D+05    9.8751719    0.0006732    167.946    24.638    EM
                                                     77.088    92.025
                                                    154.374   163.390
                                                    135.090    81.222
                                                    111.225   210.395
                                                     72.190   121.246
                                                     49.337    17.943
                                                     32.387   233.470
                                                     80.898   175.134
     9 -0.14650971D+05    8.7024482    0.0005936    172.414    23.975    EM
                                                     76.458    93.020
                                                    158.861   160.871
                                                    134.386    79.837
                                                    107.177   210.829
                                                     70.567   112.707
                                                     46.187    16.569
                                                     31.574   241.470
                                                     82.804   180.293
    10 -0.14643029D+05    7.9420154    0.0005421    175.820    23.586    EM
                                                     76.213    94.489
                                                    162.803   157.853
                                                    133.885    78.816
                                                    103.534   210.716
                                                     69.160   104.205
                                                     43.377    15.423
                                                     31.207   248.657
                                                     84.822   185.433


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18775847D+05    0.0000000    0.0000000    316.320    94.647    EM
                                                    109.237   104.774
                                                     34.422    39.441
                                                    172.339    48.270
                                                     87.551   363.989
                                                    123.519   110.254
                                                    125.409    39.124
                                                     34.438   118.622
                                                     41.851    35.794
     2 -0.14925933D+05 3849.9144175    0.2050461    290.934    95.397    EM
                                                    107.159    80.164
                                                     28.527    32.520
                                                    200.969    39.365
                                                    131.964   332.509
                                                    136.110   103.595
                                                    133.632    52.148
                                                     37.635   111.742
                                                     50.449    35.181
     3 -0.14782937D+05  142.9958422    0.0095804    286.752    90.322    EM
                                                     93.492    78.383
                                                     26.723    30.168
                                                    211.411    37.214
                                                    152.535   347.486
                                                    132.867   104.307
                                                    135.810    49.196
                                                     35.672   106.643
                                                     47.500    33.518
     4 -0.14732262D+05   50.6745424    0.0034279    280.736    86.169    EM
                                                     84.808    77.042
                                                     25.387    29.250
                                                    217.501    35.225
                                                    170.882   354.007
                                                    128.339   106.687
                                                    137.901    47.259
                                                     35.708   103.291
                                                     46.380    33.428
     5 -0.14704688D+05   27.5742702    0.0018717    274.661    83.219    EM
                                                     77.906    76.121
                                                     24.438    28.973
                                                    221.105    33.511
                                                    187.067   356.060
                                                    123.260   109.315
                                                    140.903    46.143
                                                     36.636   100.678
                                                     46.148    33.859
     6 -0.14688942D+05   15.7460896    0.0010708    269.345    81.081    EM
                                                     72.449    75.610
                                                     23.705    29.181
                                                    223.188    31.991
                                                    200.449   355.487
                                                    117.513   111.762
                                                    144.708    45.383
                                                     38.067    98.870
                                                     46.562    34.648
     7 -0.14679535D+05    9.4067626    0.0006404    264.890    79.490    EM
                                                     68.120    75.381
                                                     23.059    29.739
                                                    224.468    30.638
                                                    211.215   353.273
                                                    111.132   113.722
                                                    149.360    44.792
                                                     39.811    97.757
                                                     47.462    35.692
     8 -0.14673113D+05    6.4227146    0.0004375    261.135    78.266    EM
                                                     64.632    75.310
                                                     22.413    30.538
                                                    225.381    29.434
                                                    219.891   349.923
                                                    104.198   115.031
                                                    154.944    44.292
                                                     41.789    97.174
                                                     48.728    36.922
     9 -0.14667781D+05    5.3319888    0.0003634    257.891    77.296    EM
                                                     61.772    75.312
                                                     21.714    31.496
                                                    226.140    28.370
                                                    227.009   345.683
                                                     96.818   115.640
                                                    161.522    43.835
                                                     43.976    96.963
                                                     50.264    38.300
    10 -0.14662556D+05    5.2244801    0.0003562    255.006    76.524    EM
                                                     59.400    75.335
                                                     20.934    32.547
                                                    226.817    27.443
                                                    232.995   340.681
                                                     89.124   115.577
                                                    169.070    43.382
                                                     46.371    96.997
                                                     51.993    39.804


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18992826D+05    0.0000000    0.0000000    108.993    46.975    EM
                                                    124.124    64.857
                                                     44.152   116.451
                                                    160.898    97.491
                                                    243.059   129.633
                                                     51.540   140.469
                                                     61.247    33.928
                                                     73.790   192.842
                                                     84.657   224.895
     2 -0.14966656D+05 4026.1703596    0.2119837    120.987    29.282    EM
                                                    120.968    71.900
                                                     51.847   128.214
                                                    165.772    86.777
                                                    231.254   162.586
                                                     36.768   153.172
                                                     45.230    22.163
                                                     51.759   219.118
                                                     61.875   240.329
     3 -0.14777216D+05  189.4398573    0.0126575    125.646    24.956    EM
                                                    109.553    71.439
                                                     62.095   139.375
                                                    165.194    87.204
                                                    221.538   173.113
                                                     37.274   141.896
                                                     39.018    18.902
                                                     43.804   232.139
                                                     62.592   244.260
     4 -0.14709135D+05   68.0814414    0.0046072    131.044    22.025    EM
                                                    102.733    72.729
                                                     74.561   148.008
                                                    162.446    86.974
                                                    206.480   180.037
                                                     39.064   132.323
                                                     32.608    15.731
                                                     37.039   242.164
                                                     64.431   249.603
     5 -0.14671807D+05   37.3277276    0.0025377    136.143    20.024    EM
                                                     98.423    74.078
                                                     86.641   153.290
                                                    159.820    86.416
                                                    192.164   183.799
                                                     41.017   123.141
                                                     27.688    13.180
                                                     32.451   249.836
                                                     66.622   255.266
     6 -0.14650828D+05   20.9791675    0.0014299    140.526    18.657    EM
                                                     95.940    75.342
                                                     97.146   155.597
                                                    157.844    85.781
                                                    180.166   185.400
                                                     42.790   114.388
                                                     24.275    11.294
                                                     29.697   255.629
                                                     68.783   260.744
     7 -0.14639163D+05   11.6642930    0.0007962    143.967    17.729    EM
                                                     94.674    76.600
                                                    105.934   155.919
                                                    156.509    85.224
                                                    170.445   185.854
                                                     44.324   106.245
                                                     22.047     9.973
                                                     28.322   259.897
                                                     70.757   265.581
     8 -0.14632278D+05    6.8852100    0.0004703    146.425    17.104    EM
                                                     94.179    77.955
                                                    113.399   155.156
                                                    155.574    84.776
                                                    162.431   185.839
                                                     45.682    98.833
                                                     20.622     9.064
                                                     27.897   262.951
                                                     72.543   269.569
     9 -0.14627761D+05    4.5176332    0.0003087    147.991    16.689    EM
                                                     94.172    79.453
                                                    119.980   153.876
                                                    154.821    84.414
                                                    155.605   185.692
                                                     46.937    92.167
                                                     19.717     8.442
                                                     28.115   265.047
                                                     74.198   272.686
    10 -0.14624502D+05    3.2583671    0.0002228    148.816    16.421    EM
                                                     94.477    81.082
                                                    125.973   152.375
                                                    154.119    84.110
                                                    149.627   185.532
                                                     48.130    86.197
                                                     19.154     8.022
                                                     28.785   266.395
                                                     75.779   275.006


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20600692D+05    0.0000000    0.0000000    315.028    47.802    EM
                                                    149.115    67.115
                                                     14.624    43.770
                                                    199.572    41.500
                                                    128.474   421.108
                                                     52.385   186.758
                                                     53.375     6.073
                                                     23.160   161.824
                                                     18.574    69.744
     2 -0.14872070D+05 5728.6216656    0.2780791    312.554    40.307    EM
                                                    145.150    63.113
                                                     13.975    47.609
                                                    203.314    40.299
                                                    140.680   445.678
                                                     42.530   194.116
                                                     45.062     3.785
                                                     18.714   161.394
                                                     13.624    68.098
     3 -0.14819200D+05   52.8702199    0.0035550    314.512    36.962    EM
                                                    140.146    65.664
                                                     16.301    54.935
                                                    199.921    40.484
                                                    138.074   460.423
                                                     36.223   197.469
                                                     40.423     2.702
                                                     15.968   161.798
                                                     10.624    67.368
     4 -0.14788779D+05   30.4206314    0.0020528    316.359    35.281    EM
                                                    133.509    70.141
                                                     20.489    64.879
                                                    194.351    41.616
                                                    130.375   470.342
                                                     34.426   197.176
                                                     38.634     2.367
                                                     14.191   160.751
                                                      9.566    65.547
     5 -0.14759034D+05   29.7452931    0.0020113    317.585    33.998    EM
                                                    126.298    75.023
                                                     26.306    75.977
                                                    187.989    43.199
                                                    120.625   478.054
                                                     34.945   195.168
                                                     37.925     2.245
                                                     12.761   159.236
                                                      9.305    63.361
     6 -0.14733483D+05   25.5511941    0.0017312    319.146    32.883    EM
                                                    119.797    78.926
                                                     32.726    85.715
                                                    182.141    44.705
                                                    110.963   484.029
                                                     37.342   191.902
                                                     37.941     2.260
                                                     11.635   157.357
                                                      9.575    60.959
     7 -0.14716450D+05   17.0321272    0.0011560    321.719    31.884    EM
                                                    114.739    81.419
                                                     38.557    92.568
                                                    177.611    45.831
                                                    102.673   488.907
                                                     40.942   187.789
                                                     38.378     2.374
                                                     10.772   155.242
                                                     10.145    58.450
     8 -0.14707079D+05    9.3711487    0.0006368    325.134    31.013    EM
                                                    111.046    82.814
                                                     43.294    96.655
                                                    174.432    46.581
                                                     96.031   493.335
                                                     45.028   183.200
                                                     39.030     2.549
                                                     10.115   152.999
                                                     10.831    55.914
     9 -0.14701955D+05    5.1239248    0.0003484    328.886    30.291    EM
                                                    108.297    83.561
                                                     47.030    98.854
                                                    172.249    47.067
                                                     90.764   497.680
                                                     49.109   178.415
                                                     39.797     2.754
                                                      9.612   150.699
                                                     11.525    53.409
    10 -0.14698686D+05    3.2693835    0.0002224    332.592    29.708    EM
                                                    106.096    84.020
                                                     50.056   100.004
                                                    170.667    47.374
                                                     86.482   502.068
                                                     52.922   173.630
                                                     40.643     2.974
                                                      9.224   148.381
                                                     12.177    50.980


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17396963D+05    0.0000000    0.0000000    102.576   136.631    EM
                                                     46.150   159.059
                                                    209.213    93.156
                                                     77.657   119.114
                                                     63.444   127.357
                                                    135.478    51.451
                                                    199.173   249.512
                                                     83.235    50.951
                                                     73.205    22.638
     2 -0.14704508D+05 2692.4549492    0.1547658    106.577   131.976    EM
                                                     28.822   154.205
                                                    182.808    82.060
                                                     89.769   133.887
                                                     96.896   150.445
                                                    139.605    41.668
                                                    230.526   272.936
                                                     61.395    35.144
                                                     50.951    10.330
     3 -0.14648704D+05   55.8041517    0.0037950    105.611   130.731    EM
                                                     26.340   153.387
                                                    171.262    80.546
                                                     91.663   136.047
                                                    111.414   150.721
                                                    119.939    41.558
                                                    241.036   280.120
                                                     66.251    31.653
                                                     51.520    10.201
     4 -0.14634189D+05   14.5154997    0.0009909    104.203   130.329    EM
                                                     24.311   151.239
                                                    162.640    79.321
                                                     93.426   136.549
                                                    124.980   151.721
                                                    108.087    43.076
                                                    245.279   282.735
                                                     70.786    28.874
                                                     52.265    10.178
     5 -0.14627759D+05    6.4295361    0.0004394    102.702   129.971    EM
                                                     22.853   149.370
                                                    156.540    78.406
                                                     94.664   136.388
                                                    136.106   152.357
                                                    100.017    44.724
                                                    246.703   283.161
                                                     74.794    27.072
                                                     53.822    10.350
     6 -0.14624032D+05    3.7268752    0.0002548    101.273   129.576    EM
                                                     21.814   147.586
                                                    151.759    77.684
                                                     95.753   136.043
                                                    145.510   152.575
                                                     94.132    46.326
                                                    246.829   282.311
                                                     78.435    25.930
                                                     55.826    10.636
     7 -0.14621402D+05    2.6299515    0.0001798     99.950   129.127    EM
                                                     21.069   145.811
                                                    147.726    77.068
                                                     96.825   135.687
                                                    153.737   152.432
                                                     89.570    47.803
                                                    246.400   280.706
                                                     81.826    25.225
                                                     58.047    10.990
     8 -0.14619324D+05    2.0786166    0.0001422     98.726   128.634    EM
                                                     20.533   144.035
                                                    144.168    76.502
                                                     97.912   135.360
                                                    161.129   152.012
                                                     85.846    49.123
                                                    245.752   278.649
                                                     85.047    24.818
                                                     60.365    11.389
     9 -0.14617578D+05    1.7457477    0.0001194     97.586   128.115    EM
                                                     20.152   142.270
                                                    140.951    75.960
                                                     99.013   135.059
                                                    167.895   151.390
                                                     82.682    50.281
                                                    245.032   276.315
                                                     88.145    24.620
                                                     62.712    11.822
    10 -0.14616062D+05    1.5162312    0.0001037     96.516   127.585    EM
                                                     19.889   140.533
                                                    138.004    75.427
                                                    100.114   134.772
                                                    174.161   150.629
                                                     79.910    51.285
                                                    244.301   273.817
                                                     91.152    24.572
                                                     65.051    12.283


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16090769D+05    0.0000000    0.0000000    174.872   100.954    EM
                                                    104.371   134.683
                                                    104.009    98.900
                                                    124.487    81.531
                                                     83.194   217.296
                                                    113.701   138.104
                                                    123.244    63.523
                                                     71.230   123.937
                                                     65.484    76.482
     2 -0.14857806D+05 1232.9634921    0.0766255    165.375    84.375    EM
                                                     93.370   138.825
                                                    126.424   114.193
                                                    120.539    79.979
                                                     83.920   228.018
                                                    102.015   153.652
                                                    120.531    55.132
                                                     68.242   126.242
                                                     58.999    80.169
     3 -0.14757423D+05  100.3827874    0.0067562    166.321    70.436    EM
                                                     82.409   138.026
                                                    145.119   124.852
                                                    120.034    77.795
                                                     82.010   248.017
                                                     98.060   162.450
                                                    118.978    48.930
                                                     60.693   126.187
                                                     53.775    75.910
     4 -0.14713350D+05   44.0728705    0.0029865    171.247    60.910    EM
                                                     75.497   134.605
                                                    159.246   132.150
                                                    119.370    74.635
                                                     79.340   261.389
                                                     96.159   168.694
                                                    117.194    45.416
                                                     55.024   125.408
                                                     51.142    72.573
     5 -0.14694339D+05   19.0114656    0.0012921    177.703    54.427    EM
                                                     71.274   130.405
                                                    169.563   137.040
                                                    118.782    71.197
                                                     76.608   269.713
                                                     95.210   173.627
                                                    115.549    43.321
                                                     50.888   124.556
                                                     49.876    70.259
     6 -0.14685393D+05    8.9451937    0.0006088    184.102    50.006    EM
                                                     68.597   126.355
                                                    177.162   140.423
                                                    118.366    67.925
                                                     74.064   274.813
                                                     94.775   177.812
                                                    114.312    42.047
                                                     47.781   123.685
                                                     49.251    68.523
     7 -0.14680427D+05    4.9668059    0.0003382    189.723    46.984    EM
                                                     66.830   122.794
                                                    182.947   142.915
                                                    118.088    64.972
                                                     71.747   277.935
                                                     94.643   181.549
                                                    113.559    41.285
                                                     45.349   122.738
                                                     48.895    67.047
     8 -0.14677185D+05    3.2419183    0.0002208    194.349    44.921    EM
                                                     65.634   119.770
                                                    187.519   144.880
                                                    117.909    62.374
                                                     69.645   279.799
                                                     94.713   185.007
                                                    113.273    40.881
                                                     43.381   121.656
                                                     48.628    65.661
     9 -0.14674796D+05    2.3883122    0.0001627    197.984    43.528    EM
                                                     64.815   117.222
                                                    191.259   146.528
                                                    117.809    60.116
                                                     67.739   280.806
                                                     94.943   188.293
                                                    113.411    40.753
                                                     41.748   120.396
                                                     48.366    64.285
    10 -0.14672878D+05    1.9181711    0.0001307    200.714    42.611    EM
                                                     64.257   115.066
                                                    194.421   147.972
                                                    117.778    58.172
                                                     66.010   281.187
                                                     95.313   191.476
                                                    113.920    40.854
                                                     40.367   118.932
                                                     48.068    62.883


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22629575D+05    0.0000000    0.0000000     91.470    96.681    EM
                                                     74.747   118.436
                                                    141.300   129.169
                                                    108.820   132.250
                                                    114.127   126.639
                                                    108.060    92.551
                                                    151.532   156.209
                                                    119.192    87.959
                                                     84.750    66.107
     2 -0.14962006D+05 7667.5683127    0.3388295     95.407    80.742    EM
                                                     57.647   120.006
                                                    133.206   135.091
                                                    118.097   137.948
                                                    128.854   156.695
                                                    101.205    94.109
                                                    168.739   151.116
                                                    112.950    83.760
                                                     72.339    52.088
     3 -0.14801731D+05  160.2758373    0.0107122    101.186    72.364    EM
                                                     48.621   119.654
                                                    124.459   138.405
                                                    122.453   139.925
                                                    139.934   172.113
                                                     89.797    94.901
                                                    179.361   149.951
                                                    112.477    80.565
                                                     67.348    46.487
     4 -0.14753704D+05   48.0262379    0.0032446    108.592    67.260    EM
                                                     42.774   118.463
                                                    115.884   139.255
                                                    125.005   140.620
                                                    149.148   184.135
                                                     81.184    95.907
                                                    186.881   149.986
                                                    111.922    76.516
                                                     63.937    42.531
     5 -0.14727643D+05   26.0614232    0.0017664    117.186    64.255    EM
                                                     38.600   117.223
                                                    107.494   137.978
                                                    126.760   140.377
                                                    157.128   195.036
                                                     74.671    96.954
                                                    193.274   150.467
                                                    110.632    71.927
                                                     61.006    39.035
     6 -0.14707085D+05   20.5576249    0.0013959    126.462    62.683    EM
                                                     35.398   116.106
                                                     99.219   134.908
                                                    128.203   139.380
                                                    164.640   205.451
                                                     69.414    97.840
                                                    199.338   151.090
                                                    108.690    67.125
                                                     58.306    35.745
     7 -0.14688602D+05   18.4832091    0.0012568    135.909    62.198    EM
                                                     32.875   115.081
                                                     91.138   130.374
                                                    129.544   137.696
                                                    172.185   215.136
                                                     64.869    98.433
                                                    205.287   151.834
                                                    106.465    62.395
                                                     55.886    32.696
     8 -0.14671749D+05   16.8533229    0.0011474    145.010    62.591    EM
                                                     30.907   114.127
                                                     83.482   124.763
                                                    130.879   135.357
                                                    179.884   223.613
                                                     60.723    98.664
                                                    211.099   152.733
                                                    104.313    57.999
                                                     53.885    29.971
     9 -0.14656806D+05   14.9432816    0.0010185    153.319    63.701    EM
                                                     29.423   113.279
                                                     76.529   118.519
                                                    132.246   132.435
                                                    187.549   230.531
                                                     56.829    98.510
                                                    216.672   153.781
                                                    102.464    54.145
                                                     52.434    27.634
    10 -0.14644101D+05   12.7049952    0.0008668    160.528    65.378    EM
                                                     28.360   112.600
                                                     70.486   112.089
                                                    133.647   129.069
                                                    194.843   235.783
                                                     53.139    97.991
                                                    221.890   154.918
                                                    101.016    50.948
                                                     51.614    25.701


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23173691D+05    0.0000000    0.0000000     78.704    71.627    EM
                                                    137.608    69.666
                                                     49.565   108.545
                                                    157.796   108.305
                                                    225.183    84.368
                                                     67.900   130.053
                                                     58.889    52.646
                                                     80.435   145.583
                                                    134.191   238.935
     2 -0.15181286D+05 7992.4050930    0.3448913     74.838    77.313    EM
                                                    132.781    66.862
                                                     49.188    97.085
                                                    170.224   107.743
                                                    230.967    89.328
                                                     76.933   129.879
                                                     57.307    58.795
                                                     71.104   135.620
                                                    149.576   224.458
     3 -0.14931985D+05  249.3008084    0.0164216     68.695    76.288    EM
                                                    130.841    62.327
                                                     52.156    86.785
                                                    176.445   112.079
                                                    241.384    84.503
                                                     77.288   123.588
                                                     61.422    68.170
                                                     69.821   127.772
                                                    158.318   222.117
     4 -0.14865466D+05   66.5195855    0.0044548     66.858    76.316    EM
                                                    134.789    58.917
                                                     55.212    76.210
                                                    180.104   112.866
                                                    245.728    81.612
                                                     77.187   121.108
                                                     64.731    76.441
                                                     68.670   121.212
                                                    163.048   218.991
     5 -0.14834874D+05   30.5912199    0.0020579     67.012    76.924    EM
                                                    141.587    56.095
                                                     58.962    66.629
                                                    182.195   112.442
                                                    245.154    78.825
                                                     76.302   119.039
                                                     67.951    84.632
                                                     68.090   115.824
                                                    166.665   215.672
     6 -0.14812646D+05   22.2280910    0.0014984     68.006    77.759    EM
                                                    149.041    53.511
                                                     63.540    58.160
                                                    183.157   112.112
                                                    241.713    75.728
                                                     74.860   116.274
                                                     71.520    93.478
                                                     68.141   111.217
                                                    169.995   211.788
     7 -0.14793599D+05   19.0471907    0.0012859     69.246    78.677    EM
                                                    155.783    51.083
                                                     68.982    50.854
                                                    183.169   112.319
                                                    236.888    72.349
                                                     73.079   112.624
                                                     75.628   103.254
                                                     68.837   107.048
                                                    173.062   207.120
     8 -0.14777046D+05   16.5532392    0.0011189     70.424    79.603    EM
                                                    161.085    48.824
                                                     75.234    44.694
                                                    182.390   113.096
                                                    231.651    68.867
                                                     71.149   108.287
                                                     80.249   113.873
                                                     70.126   103.120
                                                    175.675   201.653
     9 -0.14762930D+05   14.1155334    0.0009552     71.386    80.499    EM
                                                    164.713    46.754
                                                     82.156    39.582
                                                    181.000   114.318
                                                    226.593    65.451
                                                     69.232   103.567
                                                     85.224   125.074
                                                     71.924    99.317
                                                    177.699   195.513
    10 -0.14751042D+05   11.8884130    0.0008053     72.072    81.351    EM
                                                    166.757    44.891
                                                     89.556    35.379
                                                    179.178   115.818
                                                    221.999    62.205
                                                     67.455    98.722
                                                     90.344   136.587
                                                     74.136    95.569
                                                    179.106   188.877


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18950959D+05    0.0000000    0.0000000    251.119   150.020    EM
                                                     48.014   218.136
                                                    181.151    46.263
                                                     55.138    45.853
                                                     11.307   309.194
                                                    211.378    53.357
                                                    157.769    98.181
                                                     29.531    72.539
                                                     44.974    16.077
     2 -0.14970416D+05 3980.5425415    0.2100444    250.931   135.427    EM
                                                     34.766   235.658
                                                    224.045    38.620
                                                     42.199    38.975
                                                      6.379   324.765
                                                    226.185    38.517
                                                    159.592    92.839
                                                     23.383    71.569
                                                     42.929    13.221
     3 -0.14842782D+05  127.6347418    0.0085258    257.061   127.101    EM
                                                     27.082   243.401
                                                    250.714    30.451
                                                     34.240    33.263
                                                      3.688   333.529
                                                    232.495    26.040
                                                    160.893    88.789
                                                     20.393    74.389
                                                     43.881    12.592
     4 -0.14809663D+05   33.1189181    0.0022313    261.029   119.635    EM
                                                     23.317   245.662
                                                    269.118    25.742
                                                     29.916    29.987
                                                      2.593   337.135
                                                    233.399    20.290
                                                    160.733    84.935
                                                     19.427    78.448
                                                     45.733    12.901
     5 -0.14787955D+05   21.7076225    0.0014658    263.837   112.904    EM
                                                     20.948   246.269
                                                    283.777    22.382
                                                     27.190    27.705
                                                      1.987   339.711
                                                    231.654    16.637
                                                    159.616    81.118
                                                     19.187    83.471
                                                     48.006    13.601
     6 -0.14766658D+05   21.2971459    0.0014402    266.126   106.262    EM
                                                     19.287   246.130
                                                    296.270    19.868
                                                     25.434    26.010
                                                      1.612   342.536
                                                    227.709    14.070
                                                    157.923    77.191
                                                     19.365    89.323
                                                     50.347    14.538
     7 -0.14743864D+05   22.7941370    0.0015436    268.413    99.589    EM
                                                     18.064   245.532
                                                    307.032    17.926
                                                     24.353    24.724
                                                      1.366   345.926
                                                    221.730    12.111
                                                    155.985    73.328
                                                     19.846    95.880
                                                     52.563    15.631
     8 -0.14719779D+05   24.0852543    0.0016336    270.973    93.094    EM
                                                     17.177   244.616
                                                    315.932    16.403
                                                     23.816    23.787
                                                      1.202   349.673
                                                    213.991    10.500
                                                    154.017    69.817
                                                     20.585   103.001
                                                     54.591    16.824
     9 -0.14695723D+05   24.0560482    0.0016343    273.820    87.118    EM
                                                     16.606   243.497
                                                    322.688    15.220
                                                     23.774    23.182
                                                      1.097   353.267
                                                    204.995     9.100
                                                    152.054    66.904
                                                     21.581   110.527
                                                     56.489    18.083
    10 -0.14673504D+05   22.2186490    0.0015119    276.735    81.961    EM
                                                     16.377   242.268
                                                    327.165    14.342
                                                     24.216    22.895
                                                      1.040   356.175
                                                    195.428     7.859
                                                    149.962    64.694
                                                     22.864   118.261
                                                     58.361    19.396


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17504381D+05    0.0000000    0.0000000     83.437   101.287    EM
                                                    121.312    99.553
                                                    117.957   140.481
                                                     85.558   110.391
                                                    147.023    51.174
                                                     68.680    99.381
                                                     76.501   103.409
                                                    150.481   104.769
                                                    127.635   210.970
     2 -0.14915413D+05 2588.9675313    0.1479040    102.933   113.578    EM
                                                    133.170   106.153
                                                    113.175   133.160
                                                     70.788    95.829
                                                    138.215    39.749
                                                     59.456    84.508
                                                     74.148   110.137
                                                    163.485   105.886
                                                    128.490   227.141
     3 -0.14812883D+05  102.5297009    0.0068741    119.550   119.684    EM
                                                    138.407   110.388
                                                    107.890   127.659
                                                     60.704    85.679
                                                    137.040    35.367
                                                     55.483    77.078
                                                     73.545   110.823
                                                    169.767   107.657
                                                    125.050   238.229
     4 -0.14776008D+05   36.8754080    0.0024894    135.651   124.014    EM
                                                    140.783   111.065
                                                    101.628   121.332
                                                     52.664    81.921
                                                    137.942    31.983
                                                     54.003    69.938
                                                     74.381   115.485
                                                    176.007   107.241
                                                    124.291   239.671
     5 -0.14749284D+05   26.7236551    0.0018086    151.375   126.729    EM
                                                    141.717   109.284
                                                     95.691   115.822
                                                     45.828    81.775
                                                    138.779    29.405
                                                     54.121    64.107
                                                     75.568   120.919
                                                    181.505   105.451
                                                    124.797   237.127
     6 -0.14724283D+05   25.0008847    0.0016951    165.937   127.795    EM
                                                    141.788   105.930
                                                     90.946   111.783
                                                     39.919    83.737
                                                    139.166    27.622
                                                     55.502    60.001
                                                     76.631   125.249
                                                    185.499   102.897
                                                    126.021   233.578
     7 -0.14703713D+05   20.5703167    0.0013970    178.226   127.329    EM
                                                    141.273   101.941
                                                     87.862   109.355
                                                     34.949    86.856
                                                    139.209    26.619
                                                     57.894    57.633
                                                     77.484   127.616
                                                    187.698   100.140
                                                    127.631   230.283
     8 -0.14689842D+05   13.8715126    0.0009434    187.744   125.738    EM
                                                    140.473    98.064
                                                     86.365   108.286
                                                     30.931    90.416
                                                    138.983    26.232
                                                     60.883    56.611
                                                     78.177   128.011
                                                    188.389    97.583
                                                    129.407   227.707
     9 -0.14681769D+05    8.0729364    0.0005496    194.808   123.531    EM
                                                    139.676    94.666
                                                     86.018   108.110
                                                     27.781    93.906
                                                    138.505    26.229
                                                     64.011    56.416
                                                     78.784   126.922
                                                    188.125    95.410
                                                    131.214   225.888
    10 -0.14677301D+05    4.4673664    0.0003043    200.103   121.108    EM
                                                    139.066    91.818
                                                     86.335   108.379
                                                     25.341    97.039
                                                    137.811    26.426
                                                     66.963    56.636
                                                     79.374   124.933
                                                    187.403    93.644
                                                    132.969   224.651


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23915752D+05    0.0000000    0.0000000    117.897   122.509    EM
                                                    118.109   117.906
                                                    108.218   103.892
                                                    106.293   110.725
                                                    101.450   102.031
                                                    104.692   115.522
                                                    118.223   122.838
                                                    132.653    86.530
                                                     98.318   112.192
     2 -0.15287894D+05 8627.8577359    0.3607605    134.349   130.572    EM
                                                    126.515   115.708
                                                    101.133    97.912
                                                     96.243   106.878
                                                     97.690    90.017
                                                     99.611   113.217
                                                    121.543   130.568
                                                    151.838    76.718
                                                     92.585   116.902
     3 -0.14953264D+05  334.6300169    0.0218886    162.696   135.755    EM
                                                    137.389   107.769
                                                     89.704    92.455
                                                     84.127   100.978
                                                     96.127    79.235
                                                     93.232   108.397
                                                    123.247   133.287
                                                    171.421    70.664
                                                     86.724   126.793
     4 -0.14778683D+05  174.5817045    0.0116752    194.876   136.099    EM
                                                    145.540    97.259
                                                     79.448    88.910
                                                     71.421    96.661
                                                     96.786    70.926
                                                     87.893   100.870
                                                    125.613   134.806
                                                    190.132    66.018
                                                     80.338   136.405
     5 -0.14680741D+05   97.9418354    0.0066272    222.339   132.443    EM
                                                    149.618    87.460
                                                     72.248    87.715
                                                     60.616    95.103
                                                     99.457    65.330
                                                     84.949    92.506
                                                    129.162   136.164
                                                    205.951    62.443
                                                     73.455   143.040
     6 -0.14635879D+05   44.8615479    0.0030558    242.141   127.093    EM
                                                    150.938    79.933
                                                     67.625    88.315
                                                     52.605    95.405
                                                    102.946    61.788
                                                     84.434    84.983
                                                    133.270   137.376
                                                    217.995    59.813
                                                     66.696   146.645
     7 -0.14616963D+05   18.9157466    0.0012924    255.664   121.688    EM
                                                    151.083    74.552
                                                     64.528    89.880
                                                     47.041    96.394
                                                    106.170    59.480
                                                     85.561    78.772
                                                    137.172   138.276
                                                    226.580    57.999
                                                     60.643   148.517
     8 -0.14608545D+05    8.4179748    0.0005759    265.070   116.939    EM
                                                    150.933    70.686
                                                     62.244    91.764
                                                     43.245    97.491
                                                    108.628    57.818
                                                     87.546    73.718
                                                    140.504   138.843
                                                    232.486    56.853
                                                     55.499   149.732
     9 -0.14604370D+05    4.1759080    0.0002859    271.915   113.001    EM
                                                    150.787    67.819
                                                     60.431    93.621
                                                     40.628    98.530
                                                    110.267    56.487
                                                     89.881    69.574
                                                    143.213   139.141
                                                    236.466    56.223
                                                     51.204   150.811
    10 -0.14602039D+05    2.3307630    0.0001596    277.116   109.806    EM
                                                    150.702    65.621
                                                     58.936    95.315
                                                     38.784    99.494
                                                    111.225    55.339
                                                     92.277    66.136
                                                    145.377   139.253
                                                    239.117    55.969
                                                     47.609   151.924


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19365335D+05    0.0000000    0.0000000    248.744    98.335    EM
                                                    133.755    80.263
                                                     34.731    43.083
                                                    185.118    58.911
                                                    124.060   289.422
                                                     89.785   119.563
                                                    127.406    47.030
                                                     59.194   137.126
                                                     60.328    63.146
     2 -0.15017697D+05 4347.6370724    0.2245062    265.383   105.604    EM
                                                    132.208    52.213
                                                     24.291    24.773
                                                    212.029    40.961
                                                    149.537   301.416
                                                     86.440   116.035
                                                    143.113    49.969
                                                     59.966   122.192
                                                     62.593    51.277
     3 -0.14801411D+05  216.2867492    0.0144021    259.775   108.236    EM
                                                    118.160    52.280
                                                     25.884    21.495
                                                    218.688    38.839
                                                    163.644   319.785
                                                     87.054   105.556
                                                    155.436    51.559
                                                     58.007   110.583
                                                     60.820    44.198
     4 -0.14729932D+05   71.4788529    0.0048292    250.457   110.963    EM
                                                    109.174    52.814
                                                     27.999    19.739
                                                    222.253    36.982
                                                    176.620   326.725
                                                     85.889   101.338
                                                    163.982    52.479
                                                     58.360   101.822
                                                     60.717    41.688
     5 -0.14700263D+05   29.6684773    0.0020142    241.655   113.430    EM
                                                    102.023    53.905
                                                     30.141    18.594
                                                    223.997    35.536
                                                    187.718   330.463
                                                     84.699    98.888
                                                    169.800    52.882
                                                     58.748    95.638
                                                     61.170    40.713
     6 -0.14686030D+05   14.2337513    0.0009683    233.886   115.332    EM
                                                     96.178    55.298
                                                     32.009    17.911
                                                    224.966    34.302
                                                    197.119   332.949
                                                     83.088    97.391
                                                    173.705    52.625
                                                     58.975    91.558
                                                     62.025    40.684
     7 -0.14677585D+05    8.4442182    0.0005750    227.052   116.558    EM
                                                     91.316    56.841
                                                     33.433    17.585
                                                    225.709    33.220
                                                    205.287   334.673
                                                     80.958    96.440
                                                    176.499    51.854
                                                     59.103    88.997
                                                     63.161    41.314
     8 -0.14671597D+05    5.9885757    0.0004080    221.058   117.152    EM
                                                     87.233    58.460
                                                     34.345    17.531
                                                    226.457    32.252
                                                    212.511   335.660
                                                     78.305    95.803
                                                    178.809    50.743
                                                     59.241    87.504
                                                     64.490    42.445
     9 -0.14666822D+05    4.7743609    0.0003254    215.837   117.222    EM
                                                     83.790    60.109
                                                     34.741    17.677
                                                    227.291    31.369
                                                    218.964   335.832
                                                     75.177    95.337
                                                    181.063    49.433
                                                     59.471    86.763
                                                     65.950    43.976
    10 -0.14662687D+05    4.1356072    0.0002820    211.319   116.874    EM
                                                     80.880    61.756
                                                     34.653    17.968
                                                    228.222    30.547
                                                    224.780   335.130
                                                     71.654    94.947
                                                    183.515    48.021
                                                     59.841    86.562
                                                     67.495    45.835


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20550201D+05    0.0000000    0.0000000    118.961   105.902    EM
                                                     97.577    97.443
                                                     78.645    80.106
                                                    137.222   118.907
                                                    172.237   127.241
                                                     95.186   111.881
                                                    133.569   113.750
                                                    113.673   113.463
                                                     95.498    88.740
     2 -0.14907853D+05 5642.3476238    0.2745641    114.445   103.422    EM
                                                     84.951    92.928
                                                     73.947    73.779
                                                    140.629   122.969
                                                    199.930   132.180
                                                     86.287   107.609
                                                    147.052   117.836
                                                    117.219   109.833
                                                     93.507    81.478
     3 -0.14758320D+05  149.5337396    0.0100305    113.487    98.272    EM
                                                     73.244    94.798
                                                     72.387    72.695
                                                    140.760   124.675
                                                    216.682   142.157
                                                     78.742   102.982
                                                    159.240   114.830
                                                    116.861   109.040
                                                     91.090    78.058
     4 -0.14704119D+05   54.2003521    0.0036725    115.099    94.166    EM
                                                     64.627    96.259
                                                     70.846    72.940
                                                    140.967   124.422
                                                    227.674   152.688
                                                     71.837    99.234
                                                    168.662   109.791
                                                    116.044   108.102
                                                     89.666    76.977
     5 -0.14677924D+05   26.1954395    0.0017815    117.634    90.605    EM
                                                     58.328    96.846
                                                     69.259    73.519
                                                    141.557   123.381
                                                    235.871   162.503
                                                     65.879    96.330
                                                    175.115   104.513
                                                    115.339   106.879
                                                     89.166    77.277
     6 -0.14664677D+05   13.2463504    0.0009025    120.462    87.558    EM
                                                     53.791    96.576
                                                     67.603    73.882
                                                    142.521   121.945
                                                    242.662   171.150
                                                     60.880    94.196
                                                    179.132    99.694
                                                    114.874   105.523
                                                     89.260    78.292
     7 -0.14657457D+05    7.2201067    0.0004923    123.334    85.004    EM
                                                     50.534    95.691
                                                     65.895    73.839
                                                    143.761   120.263
                                                    248.677   178.668
                                                     56.676    92.688
                                                    181.483    95.438
                                                    114.600   104.227
                                                     89.633    79.588
     8 -0.14652890D+05    4.5671267    0.0003116    126.146    82.886    EM
                                                     48.183    94.434
                                                     64.161    73.376
                                                    145.192   118.403
                                                    254.220   185.272
                                                     53.082    91.650
                                                    182.818    91.651
                                                    114.428   103.101
                                                     90.077    80.921
     9 -0.14649519D+05    3.3713166    0.0002301    128.855    81.131    EM
                                                     46.472    92.977
                                                     62.421    72.543
                                                    146.757   116.400
                                                    259.443   191.176
                                                     49.947    90.949
                                                    183.569    88.218
                                                    114.296   102.176
                                                     90.489    82.179
    10 -0.14646756D+05    2.7625177    0.0001886    131.448    79.672    EM
                                                     45.227    91.426
                                                     60.692    71.407
                                                    148.423   114.277
                                                    264.428   196.540
                                                     47.164    90.490
                                                    183.989    85.050
                                                    114.169   101.442
                                                     90.830    83.325


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17479439D+05    0.0000000    0.0000000    175.889   172.329    EM
                                                     89.612   146.505
                                                    143.026    68.674
                                                     88.558    80.092
                                                     42.314   166.811
                                                    161.559    84.157
                                                    154.718   161.639
                                                     92.481    65.835
                                                     70.003    35.797
     2 -0.15249752D+05 2229.6868609    0.1275606    209.123   189.149    EM
                                                     86.774   141.774
                                                    143.481    50.155
                                                     83.187    71.915
                                                     31.443   184.855
                                                    181.238    75.768
                                                    164.835   175.169
                                                     94.687    45.354
                                                     50.036    21.058
     3 -0.14981201D+05  268.5513644    0.0176102    233.395   198.236    EM
                                                     91.640   120.275
                                                    143.056    41.668
                                                     80.057    69.799
                                                     28.873   174.217
                                                    186.821    70.000
                                                    162.183   192.407
                                                     99.664    39.083
                                                     49.753    18.873
     4 -0.14829443D+05  151.7576273    0.0101299    256.715   200.450    EM
                                                     94.953   101.365
                                                    147.641    36.106
                                                     75.085    68.076
                                                     26.609   162.869
                                                    189.449    65.660
                                                    157.903   207.379
                                                    106.008    34.701
                                                     50.749    18.282
     5 -0.14748027D+05   81.4158390    0.0054901    276.391   197.291    EM
                                                     96.620    87.018
                                                    153.991    33.386
                                                     69.973    67.123
                                                     25.206   154.237
                                                    188.548    63.134
                                                    153.660   216.273
                                                    112.540    32.337
                                                     53.068    19.202
     6 -0.14711276D+05   36.7513827    0.0024920    291.343   192.259    EM
                                                     96.755    77.009
                                                    160.459    32.405
                                                     65.387    66.873
                                                     24.509   148.342
                                                    185.693    61.373
                                                    150.687   220.703
                                                    118.420    31.008
                                                     55.882    20.893
     7 -0.14694864D+05   16.4118313    0.0011156    302.378   187.641    EM
                                                     95.749    70.189
                                                    166.208    32.211
                                                     61.439    66.995
                                                     24.189   144.232
                                                    182.395    59.635
                                                    149.148   223.126
                                                    123.292    29.986
                                                     58.463    22.724
     8 -0.14686598D+05    8.2660989    0.0005625    310.587   184.110    EM
                                                     94.123    65.491
                                                    171.019    32.339
                                                     58.055    67.230
                                                     24.046   141.115
                                                    179.374    57.762
                                                    148.674   224.824
                                                    127.319    28.988
                                                     60.522    24.423
     9 -0.14681491D+05    5.1072418    0.0003477    316.816   181.584    EM
                                                     92.291    62.147
                                                    174.946    32.600
                                                     55.145    67.469
                                                     24.001   138.525
                                                    176.813    55.827
                                                    148.875   226.214
                                                    130.815    27.957
                                                     62.041    25.935
    10 -0.14677660D+05    3.8304312    0.0002609    321.637   179.804    EM
                                                     90.497    59.669
                                                    178.117    32.918
                                                     52.635    67.691
                                                     24.032   136.215
                                                    174.682    53.923
                                                    149.482   227.363
                                                    134.038    26.907
                                                     63.101    27.289


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


    10 -0.14602039D+05    2.3307630    0.0001596    277.116   109.806    EM
                                                    150.702    65.621
                                                     58.936    95.315
                                                     38.784    99.494
                                                    111.225    55.339
                                                     92.277    66.136
                                                    145.377   139.253
                                                    239.117    55.969
                                                     47.609   151.924
    11 -0.14600592D+05    1.4466916    0.0000991    281.198   107.230    EM
                                                    150.669    63.886
                                                     57.680    96.809
                                                     37.455   100.392
                                                    111.680    54.307
                                                     94.582    63.257
                                                    147.100   139.246
                                                    240.870    55.980
                                                     44.567   153.090
    12 -0.14599617D+05    0.9750032    0.0000668    284.476   105.148    EM
                                                    150.669    62.482
                                                     56.613    98.112
                                                     36.478   101.234
                                                    111.787    53.363
                                                     96.723    60.826
                                                    148.478   139.171
                                                    242.026    56.170
                                                     41.958   154.285
    13 -0.14598921D+05    0.6956901    0.0000477    287.149   103.458    EM
                                                    150.687    61.324
                                                     55.699    99.244
                                                     35.746   102.023
                                                    111.669    52.495
                                                     98.672    58.760
                                                    149.585   139.058
                                                    242.785    56.478
                                                     39.692   155.475
    14 -0.14598406D+05    0.5154006    0.0000353    289.351   102.076    EM
                                                    150.716    60.351
                                                     54.911   100.231
                                                     35.190   102.761
                                                    111.413    51.696
                                                    100.423    56.995
                                                    150.477   138.928
                                                    243.282    56.862
                                                     37.701   156.637
    15 -0.14598014D+05    0.3914705    0.0000268    291.180   100.936    EM
                                                    150.749    59.524
                                                     54.227   101.095
                                                     34.762   103.446
                                                    111.081    50.962
                                                    101.985    55.479
                                                    151.196   138.794
                                                    243.605    57.291
                                                     35.937   157.752
    16 -0.14597712D+05    0.3025491    0.0000207    292.706    99.989    EM
                                                    150.785    58.813
                                                     53.630   101.856
                                                     34.429   104.078
                                                    110.715    50.290
                                                    103.372    54.172
                                                    151.773   138.664
                                                    243.814    57.743
                                                     34.361   158.812
    17 -0.14597475D+05    0.2368841    0.0000162    293.985    99.195    EM
                                                    150.822    58.197
                                                     53.104   102.529
                                                     34.167   104.657
                                                    110.342    49.676
                                                    104.599    53.041
                                                    152.235   138.543
                                                    243.945    58.204
                                                     32.943   159.813
    18 -0.14597288D+05    0.1874239    0.0000128    295.060    98.525    EM
                                                    150.860    57.661
                                                     52.639   103.128
                                                     33.961   105.186
                                                    109.981    49.118
                                                    105.684    52.060
                                                    152.599   138.434
                                                    244.026    58.663
                                                     31.662   160.753
    19 -0.14597138D+05    0.1496346    0.0000103    295.965    97.954    EM
                                                    150.898    57.191
                                                     52.225   103.663
                                                     33.797   105.666
                                                    109.643    48.610
                                                    106.643    51.207
                                                    152.883   138.338
                                                    244.074    59.114
                                                     30.498   161.634
    20 -0.14597018D+05    0.1204460    0.0000083    296.729    97.465    EM
                                                    150.936    56.777
                                                     51.853   104.141
                                                     33.666   106.099
                                                    109.333    48.150
                                                    107.488    50.463
                                                    153.098   138.255
                                                    244.099    59.552
                                                     29.437   162.459
    21 -0.14596920D+05    0.0977013    0.0000067    297.374    97.042    EM
                                                    150.975    56.413
                                                     51.518   104.571
                                                     33.562   106.490
                                                    109.055    47.733
                                                    108.234    49.813
                                                    153.255   138.185
                                                    244.109    59.974
                                                     28.465   163.231
    22 -0.14596840D+05    0.0798442    0.0000055    297.919    96.674    EM
                                                    151.015    56.091
                                                     51.214   104.958
                                                     33.479   106.840
                                                    108.809    47.356
                                                    108.892    49.245
                                                    153.365   138.127
                                                    244.108    60.379
                                                     27.573   163.956
    23 -0.14596774D+05    0.0657306    0.0000045    298.380    96.351    EM
                                                    151.056    55.806
                                                     50.937   105.307
                                                     33.414   107.153
                                                    108.597    47.016
                                                    109.472    48.747
                                                    153.434   138.081
                                                    244.100    60.765
                                                     26.750   164.636
    24 -0.14596720D+05    0.0545068    0.0000037    298.769    96.066    EM
                                                    151.098    55.553
                                                     50.682   105.621
                                                     33.362   107.433
                                                    108.415    46.708
                                                    109.982    48.311
                                                    153.468   138.045
                                                    244.087    61.133
                                                     25.991   165.275
    25 -0.14596674D+05    0.0455291    0.0000031    299.098    95.813    EM
                                                    151.141    55.328
                                                     50.447   105.904
                                                     33.322   107.682
                                                    108.264    46.431
                                                    110.431    47.928
                                                    153.474   138.019
                                                    244.070    61.482
                                                     25.287   165.877
    26 -0.14596636D+05    0.0383078    0.0000026    299.376    95.586    EM
                                                    151.186    55.129
                                                     50.229   106.160
                                                     33.292   107.904
                                                    108.139    46.181
                                                    110.826    47.592
                                                    153.456   138.002
                                                    244.051    61.813
                                                     24.633   166.446
    27 -0.14596603D+05    0.0324675    0.0000022    299.609    95.381    EM
                                                    151.232    54.951
                                                     50.026   106.391
                                                     33.269   108.100
                                                    108.041    45.955
                                                    111.172    47.298
                                                    153.419   137.991
                                                    244.029    62.127
                                                     24.024   166.985
    28 -0.14596576D+05    0.0277186    0.0000019    299.806    95.195    EM
                                                    151.280    54.792
                                                     49.835   106.600
                                                     33.253   108.274
                                                    107.965    45.752
                                                    111.475    47.040
                                                    153.365   137.987
                                                    244.005    62.425
                                                     23.456   167.496
    29 -0.14596552D+05    0.0238364    0.0000016    299.971    95.025    EM
                                                    151.329    54.651
                                                     49.656   106.788
                                                     33.243   108.427
                                                    107.911    45.569
                                                    111.740    46.813
                                                    153.297   137.988
                                                    243.979    62.707
                                                     22.925   167.981
    30 -0.14596531D+05    0.0206457    0.0000014    300.109    94.869    EM
                                                    151.380    54.524
                                                     49.487   106.958
                                                     33.237   108.562
                                                    107.875    45.404
                                                    111.971    46.615
                                                    153.219   137.994
                                                    243.952    62.974
                                                     22.427   168.444
    31 -0.14596513D+05    0.0180092    0.0000012    300.224    94.724    EM
                                                    151.432    54.410
                                                     49.326   107.112
                                                     33.235   108.680
                                                    107.857    45.255
                                                    112.172    46.442
                                                    153.131   138.002
                                                    243.923    63.228
                                                     21.960   168.887
    32 -0.14596497D+05    0.0158189    0.0000011    300.319    94.589    EM
                                                    151.486    54.309
                                                     49.173   107.250
                                                     33.236   108.784
                                                    107.855    45.121
                                                    112.346    46.291
                                                    153.037   138.014
                                                    243.893    63.469
                                                     21.520   169.310
    33 -0.14596483D+05    0.0139891    0.0000010    300.398    94.463    EM
                                                    151.541    54.217
                                                     49.026   107.375
                                                     33.240   108.875
                                                    107.866    45.000
                                                    112.496    46.160
                                                    152.937   138.027
                                                    243.862    63.697
                                                     21.106   169.716
    34 -0.14596471D+05    0.0124522    0.0000009    300.463    94.343    EM
                                                    151.597    54.134
                                                     48.886   107.487
                                                     33.246   108.954
                                                    107.890    44.891
                                                    112.624    46.047
                                                    152.832   138.041
                                                    243.829    63.915
                                                     20.714   170.106
    35 -0.14596460D+05    0.0111540    0.0000008    300.515    94.231    EM
                                                    151.655    54.060
                                                     48.751   107.588
                                                     33.254   109.022
                                                    107.925    44.793
                                                    112.734    45.949
                                                    152.724   138.056
                                                    243.796    64.122
                                                     20.345   170.481
    36 -0.14596450D+05    0.0100513    0.0000007    300.557    94.123    EM
                                                    151.714    53.992
                                                     48.620   107.680
                                                     33.264   109.081
                                                    107.969    44.704
                                                    112.827    45.865
                                                    152.614   138.071
                                                    243.762    64.319
                                                     19.995   170.843
    37 -0.14596441D+05    0.0091093    0.0000006    300.591    94.020    EM
                                                    151.773    53.930
                                                     48.495   107.762
                                                     33.275   109.131
                                                    108.023    44.624
                                                    112.905    45.793
                                                    152.503   138.086
                                                    243.727    64.508
                                                     19.662   171.193
    38 -0.14596432D+05    0.0083001    0.0000006    300.617    93.922    EM
                                                    151.834    53.874
                                                     48.373   107.835
                                                     33.288   109.173
                                                    108.084    44.552
                                                    112.969    45.732
                                                    152.390   138.099
                                                    243.692    64.688
                                                     19.347   171.531
    39 -0.14596262D+05    0.1703416    0.0000117    301.344    83.854    FS
                                                    161.686    50.383
                                                     36.585   105.782
                                                     36.407   106.990
                                                    123.969    44.453
                                                    108.817    50.681
                                                    143.498   124.374
                                                    240.027    74.857
                                                      7.483   198.809
    40 -0.14596243D+05    0.0190311    0.0000013    302.259    83.643    FS
                                                    161.695    50.555
                                                     38.872   105.612
                                                     36.277   105.955
                                                    122.132    45.090
                                                    109.804    49.979
                                                    143.223   125.814
                                                    240.986    74.668
                                                      8.536   194.901
    41 -0.14596241D+05    0.0025039    0.0000002    302.250    82.299    FS
                                                    162.883    49.833
                                                     37.079   105.364
                                                     36.887   105.552
                                                    124.853    45.066
                                                    108.589    51.165
                                                    141.885   123.237
                                                    240.093    76.047
                                                      8.166   198.752
    42 -0.14596240D+05    0.0006091    0.0000000    302.464    82.400    FS
                                                    162.767    49.967
                                                     37.737   105.348
                                                     36.755   105.534
                                                    124.027    45.215
                                                    109.045    50.818
                                                    142.077   123.873
                                                    240.443    75.805
                                                      8.137   197.587
    43 -0.14596240D+05    0.0001716    0.0000000    302.440    82.095    FS
                                                    163.043    49.766
                                                     37.282   105.277
                                                     36.920   105.429
                                                    124.749    45.191
                                                    108.709    51.142
                                                    141.775   123.164
                                                    240.191    76.139
                                                      8.089   198.600
    44 -0.14596240D+05    0.0000521    0.0000000    302.494    82.166    FS
                                                    162.975    49.835
                                                     37.495   105.284
                                                     36.861   105.451
                                                    124.439    45.233
                                                    108.870    51.012
                                                    141.867   123.418
                                                    240.311    76.029
                                                      8.091   198.171


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


    10 -0.14610820D+05    7.8175260    0.0005348     58.604    94.997    EM
                                                     74.834    78.115
                                                    108.689    35.962
                                                    115.304   150.384
                                                    290.110   131.775
                                                    232.691   144.513
                                                     44.917   153.289
                                                     75.934    82.788
                                                     69.019    58.074
    11 -0.14605907D+05    4.9135978    0.0003363     57.079    95.728    EM
                                                     71.743    81.665
                                                    112.866    34.408
                                                    111.718   149.218
                                                    292.575   133.483
                                                    236.535   146.463
                                                     41.533   154.515
                                                     73.264    85.651
                                                     65.650    55.905
    12 -0.14602803D+05    3.1037040    0.0002125     55.837    96.448    EM
                                                     69.217    84.840
                                                    115.623    33.409
                                                    108.891   148.575
                                                    294.160   134.733
                                                    239.112   147.760
                                                     38.769   156.063
                                                     71.245    88.459
                                                     62.826    54.032
    13 -0.14600837D+05    1.9661799    0.0001346     54.809    97.171    EM
                                                     67.118    87.664
                                                    117.330    32.776
                                                    106.630   148.304
                                                    295.197   135.622
                                                    240.779   148.601
                                                     36.473   157.779
                                                     69.745    91.113
                                                     60.457    52.431
    14 -0.14599573D+05    1.2635262    0.0000865     53.947    97.900    EM
                                                     65.355    90.163
                                                    118.290    32.386
                                                    104.791   148.281
                                                    295.886   136.243
                                                    241.832   149.143
                                                     34.530   159.529
                                                     68.641    93.553
                                                     58.462    51.067
    15 -0.14598740D+05    0.8331482    0.0000571     53.213    98.629    EM
                                                     63.862    92.366
                                                    118.734    32.159
                                                    103.266   148.418
                                                    296.353   136.670
                                                    242.489   149.495
                                                     32.855   161.224
                                                     67.833    95.754
                                                     56.775    49.905
    16 -0.14598173D+05    0.5675932    0.0000389     52.579    99.349    EM
                                                     62.589    94.302
                                                    118.831    32.042
                                                    101.980   148.654
                                                    296.675   136.957
                                                    242.903   149.728
                                                     31.389   162.814
                                                     67.243    97.710
                                                     55.339    48.916
    17 -0.14597772D+05    0.4002470    0.0000274     52.024   100.050    EM
                                                     61.496    96.001
                                                    118.702    32.001
                                                    100.879   148.944
                                                    296.903   137.145
                                                    243.171   149.888
                                                     30.089   164.277
                                                     66.815    99.433
                                                     54.111    48.071
    18 -0.14597481D+05    0.2915654    0.0000200     51.532   100.727    EM
                                                     60.553    97.490
                                                    118.432    32.010
                                                     99.924   149.261
                                                    297.070   137.261
                                                    243.356   150.001
                                                     28.925   165.606
                                                     66.506   100.943
                                                     53.055    47.348
    19 -0.14597262D+05    0.2185252    0.0000150     51.092   101.373    EM
                                                     59.736    98.797
                                                    118.079    32.053
                                                     99.086   149.587
                                                    297.198   137.326
                                                    243.494   150.082
                                                     27.873   166.808
                                                     66.287   102.261
                                                     52.143    46.727
    20 -0.14597094D+05    0.1677238    0.0000115     50.694   101.984    EM
                                                     59.024    99.944
                                                    117.682    32.119
                                                     98.345   149.908
                                                    297.300   137.354
                                                    243.604   150.141
                                                     26.918   167.891
                                                     66.136   103.410
                                                     51.351    46.194
    21 -0.14596963D+05    0.1312511    0.0000090     50.331   102.558    EM
                                                     58.402   100.952
                                                    117.269    32.198
                                                     97.687   150.219
                                                    297.385   137.356
                                                    243.699   150.183
                                                     26.045   168.868
                                                     66.038   104.413
                                                     50.662    45.736
    22 -0.14596859D+05    0.1043296    0.0000071     49.999   103.093    EM
                                                     57.856   101.839
                                                    116.857    32.285
                                                     97.097   150.513
                                                    297.459   137.339
                                                    243.783   150.212
                                                     25.244   169.750
                                                     65.981   105.289
                                                     50.060    45.341
    23 -0.14596775D+05    0.0839893    0.0000058     49.693   103.590    EM
                                                     57.375   102.622
                                                    116.457    32.377
                                                     96.569   150.790
                                                    297.528   137.309
                                                    243.859   150.229
                                                     24.508   170.548
                                                     65.957   106.056
                                                     49.534    45.001
    24 -0.14596707D+05    0.0683248    0.0000047     49.409   104.050    EM
                                                     56.950   103.313
                                                    116.077    32.469
                                                     96.092   151.048
                                                    297.592   137.271
                                                    243.927   150.235
                                                     23.828   171.274
                                                     65.959   106.728
                                                     49.072    44.708
    25 -0.14596651D+05    0.0560734    0.0000038     49.144   104.472    EM
                                                     56.574   103.924
                                                    115.721    32.560
                                                     95.662   151.288
                                                    297.655   137.226
                                                    243.988   150.232
                                                     23.199   171.935
                                                     65.981   107.318
                                                     48.667    44.455
    26 -0.14596604D+05    0.0463717    0.0000032     48.898   104.860    EM
                                                     56.238   104.465
                                                    115.392    32.649
                                                     95.272   151.510
                                                    297.716   137.178
                                                    244.040   150.220
                                                     22.615   172.540
                                                     66.021   107.838
                                                     48.311    44.238
    27 -0.14596566D+05    0.0386118    0.0000026     48.666   105.214    EM
                                                     55.939   104.944
                                                    115.089    32.735
                                                     94.919   151.716
                                                    297.778   137.128
                                                    244.085   150.200
                                                     22.072   173.096
                                                     66.074   108.296
                                                     47.998    44.051
    28 -0.14596533D+05    0.0323544    0.0000022     48.449   105.537    EM
                                                     55.672   105.369
                                                    114.814    32.816
                                                     94.597   151.907
                                                    297.839   137.078
                                                    244.121   150.173
                                                     21.565   173.608
                                                     66.139   108.702
                                                     47.724    43.891
    29 -0.14596506D+05    0.0272747    0.0000019     48.244   105.830    EM
                                                     55.432   105.747
                                                    114.564    32.894
                                                     94.304   152.083
                                                    297.902   137.027
                                                    244.149   150.139
                                                     21.092   174.083
                                                     66.212   109.060
                                                     47.483    43.754
    30 -0.14596483D+05    0.0231273    0.0000016     48.050   106.096    EM
                                                     55.216   106.082
                                                    114.341    32.968
                                                     94.036   152.247
                                                    297.964   136.977
                                                    244.170   150.100
                                                     20.650   174.524
                                                     66.292   109.378
                                                     47.272    43.637
    31 -0.14596463D+05    0.0197243    0.0000014     47.866   106.337    EM
                                                     55.021   106.380
                                                    114.141    33.037
                                                     93.791   152.400
                                                    298.027   136.928
                                                    244.182   150.056
                                                     20.235   174.935
                                                     66.379   109.659
                                                     47.087    43.538
    32 -0.14596446D+05    0.0169198    0.0000012     47.692   106.554    EM
                                                     54.845   106.644
                                                    113.964    33.103
                                                     93.566   152.542
                                                    298.090   136.880
                                                    244.187   150.007
                                                     19.845   175.320
                                                     66.469   109.909
                                                     46.927    43.455
    33 -0.14596432D+05    0.0145988    0.0000010     47.526   106.750    EM
                                                     54.685   106.879
                                                    113.808    33.165
                                                     93.359   152.676
                                                    298.154   136.833
                                                    244.186   149.955
                                                     19.478   175.682
                                                     66.563   110.131
                                                     46.787    43.385
    34 -0.14596419D+05    0.0126705    0.0000009     47.367   106.926    EM
                                                     54.540   107.088
                                                    113.671    33.223
                                                     93.167   152.801
                                                    298.217   136.788
                                                    244.178   149.900
                                                     19.132   176.022
                                                     66.659   110.329
                                                     46.666    43.327
    35 -0.14596408D+05    0.0110623    0.0000008     47.216   107.084    EM
                                                     54.408   107.273
                                                    113.553    33.278
                                                     92.990   152.918
                                                    298.281   136.743
                                                    244.164   149.842
                                                     18.805   176.344
                                                     66.756   110.503
                                                     46.562    43.279
    36 -0.14596255D+05    0.1523590    0.0000104     37.380   105.890    FS
                                                     50.621   106.529
                                                    123.691    36.293
                                                     84.331   161.166
                                                    301.099   126.157
                                                    240.367   143.524
                                                      7.509   197.547
                                                     74.683   108.870
                                                     50.219    44.125
    37 -0.14596242D+05    0.0133366    0.0000009     38.667   105.705    FS
                                                     50.476   105.807
                                                    122.734    36.349
                                                     83.661   161.636
                                                    301.965   125.876
                                                    240.938   143.054
                                                      8.452   195.498
                                                     74.824   109.476
                                                     50.044    44.838
    38 -0.14596240D+05    0.0018906    0.0000001     37.292   105.439    FS
                                                     49.907   105.529
                                                    124.643    36.826
                                                     82.478   162.703
                                                    302.183   123.708
                                                    240.221   141.991
                                                      8.144   198.347
                                                     75.924   108.668
                                                     51.003    44.995
    39 -0.14596240D+05    0.0004214    0.0000000     37.671   105.367    FS
                                                     49.943   105.506
                                                    124.171    36.775
                                                     82.405   162.757
                                                    302.405   123.860
                                                    240.412   142.046
                                                      8.122   197.744
                                                     75.843   108.964
                                                     50.849    45.161
    40 -0.14596240D+05    0.0001049    0.0000000     37.344   105.296    FS
                                                     49.793   105.433
                                                    124.669    36.898
                                                     82.147   162.993
                                                    302.427   123.293
                                                    240.229   141.812
                                                      8.087   198.468
                                                     76.097   108.742
                                                     51.094    45.179
    41 -0.14596240D+05    0.0000286    0.0000000     37.471   105.287    FS
                                                     49.826   105.444
                                                    124.482    36.868
                                                     82.164   162.976
                                                    302.480   123.402
                                                    240.298   141.857
                                                      8.088   198.222
                                                     76.041   108.846
                                                     51.025    45.221


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


    10 -0.14616062D+05    1.5162312    0.0001037     96.516   127.585    EM
                                                     19.889   140.533
                                                    138.004    75.427
                                                    100.114   134.772
                                                    174.161   150.629
                                                     79.910    51.285
                                                    244.301   273.817
                                                     91.152    24.572
                                                     65.051    12.283
    11 -0.14614718D+05    1.3433194    0.0000919     95.503   127.053    EM
                                                     19.718   138.840
                                                    135.285    74.900
                                                    101.201   134.489
                                                    180.011   149.776
                                                     77.428    52.148
                                                    243.580   271.226
                                                     94.082    24.632
                                                     67.360    12.768
    12 -0.14613513D+05    1.2053858    0.0000825     94.537   126.524    EM
                                                     19.620   137.202
                                                    132.768    74.377
                                                    102.264   134.203
                                                    185.503   148.867
                                                     75.166    52.882
                                                    242.879   268.592
                                                     96.943    24.773
                                                     69.622    13.275
    13 -0.14612422D+05    1.0912034    0.0000747     93.613   126.003    EM
                                                     19.582   135.626
                                                    130.431    73.861
                                                    103.295   133.912
                                                    190.678   147.927
                                                     73.080    53.504
                                                    242.199   265.951
                                                     99.737    24.972
                                                     71.830    13.800
    14 -0.14611428D+05    0.9943071    0.0000680     92.724   125.490    EM
                                                     19.591   134.117
                                                    128.256    73.352
                                                    104.288   133.613
                                                    195.569   146.974
                                                     71.137    54.024
                                                    241.541   263.328
                                                    102.462    25.214
                                                     73.975    14.343
    15 -0.14610517D+05    0.9106218    0.0000623     91.867   124.987    EM
                                                     19.638   132.676
                                                    126.227    72.854
                                                    105.240   133.309
                                                    200.202   146.020
                                                     69.315    54.456
                                                    240.905   260.743
                                                    105.118    25.487
                                                     76.055    14.902
    16 -0.14609680D+05    0.8373868    0.0000573     91.040   124.495    EM
                                                     19.717   131.303
                                                    124.331    72.367
                                                    106.149   132.999
                                                    204.598   145.075
                                                     67.595    54.809
                                                    240.290   258.211
                                                    107.700    25.781
                                                     78.066    15.473
    17 -0.14608907D+05    0.7726305    0.0000529     90.242   124.013    EM
                                                     19.821   129.998
                                                    122.555    71.893
                                                    107.015   132.687
                                                    208.777   144.144
                                                     65.965    55.092
                                                    239.698   255.741
                                                    110.207    26.089
                                                     80.006    16.057
    18 -0.14608192D+05    0.7148912    0.0000489     89.470   123.543    EM
                                                     19.945   128.758
                                                    120.886    71.432
                                                    107.838   132.374
                                                    212.753   143.233
                                                     64.413    55.314
                                                    239.129   253.341
                                                    112.637    26.405
                                                     81.876    16.651
    19 -0.14607529D+05    0.6630562    0.0000454     88.724   123.085    EM
                                                     20.086   127.582
                                                    119.315    70.986
                                                    108.620   132.061
                                                    216.542   142.345
                                                     62.932    55.483
                                                    238.584   251.015
                                                    114.989    26.724
                                                     83.675    17.254
    20 -0.14606913D+05    0.6162601    0.0000422     88.003   122.640    EM
                                                     20.238   126.467
                                                    117.832    70.555
                                                    109.362   131.749
                                                    220.153   141.482
                                                     61.513    55.604
                                                    238.063   248.768
                                                    117.261    27.043
                                                     85.404    17.863
    21 -0.14606339D+05    0.5738176    0.0000393     87.307   122.207    EM
                                                     20.399   125.412
                                                    116.429    70.138
                                                    110.066   131.441
                                                    223.600   140.645
                                                     60.150    55.683
                                                    237.567   246.599
                                                    119.454    27.359
                                                     87.064    18.479
    22 -0.14605804D+05    0.5351763    0.0000366     86.636   121.788    EM
                                                     20.567   124.413
                                                    115.098    69.736
                                                    110.734   131.135
                                                    226.891   139.837
                                                     58.840    55.726
                                                    237.097   244.511
                                                    121.568    27.669
                                                     88.656    19.098
    23 -0.14605304D+05    0.4998836    0.0000342     85.990   121.383    EM
                                                     20.740   123.468
                                                    113.833    69.349
                                                    111.369   130.834
                                                    230.035   139.058
                                                     57.577    55.736
                                                    236.652   242.501
                                                    123.603    27.971
                                                     90.182    19.720
    24 -0.14604836D+05    0.4675630    0.0000320     85.367   120.992    EM
                                                     20.914   122.575
                                                    112.626    68.976
                                                    111.971   130.538
                                                    233.040   138.309
                                                     56.357    55.718
                                                    236.234   240.568
                                                    125.561    28.265
                                                     91.644    20.343
    25 -0.14604398D+05    0.4378960    0.0000300     84.769   120.615    EM
                                                     21.089   121.732
                                                    111.473    68.618
                                                    112.543   130.246
                                                    235.914   137.591
                                                     55.178    55.676
                                                    235.842   238.711
                                                    127.443    28.549
                                                     93.044    20.966
    26 -0.14603988D+05    0.4106100    0.0000281     84.195   120.253    EM
                                                     21.264   120.936
                                                    110.369    68.274
                                                    113.088   129.960
                                                    238.662   136.904
                                                     54.037    55.612
                                                    235.477   236.927
                                                    129.251    28.822
                                                     94.383    21.587
    27 -0.14603602D+05    0.3854690    0.0000264     83.644   119.906    EM
                                                     21.437   120.186
                                                    109.309    67.943
                                                    113.606   129.678
                                                    241.290   136.248
                                                     52.931    55.529
                                                    235.138   235.213
                                                    130.987    29.085
                                                     95.664    22.206
    28 -0.14603240D+05    0.3622659    0.0000248     83.117   119.573    EM
                                                     21.607   119.480
                                                    108.290    67.626
                                                    114.101   129.401
                                                    243.806   135.624
                                                     51.858    55.430
                                                    234.825   233.566
                                                    132.652    29.336
                                                     96.888    22.820
    29 -0.14602899D+05    0.3408182    0.0000233     82.614   119.255    EM
                                                     21.774   118.815
                                                    107.307    67.321
                                                    114.573   129.128
                                                    246.212   135.032
                                                     50.816    55.317
                                                    234.539   231.983
                                                    134.249    29.576
                                                     98.059    23.429
    30 -0.14602578D+05    0.3209634    0.0000220     82.134   118.952    EM
                                                     21.937   118.190
                                                    106.357    67.030
                                                    115.025   128.860
                                                    248.516   134.471
                                                     49.804    55.193
                                                    234.278   230.462
                                                    135.779    29.804
                                                     99.177    24.032
    31 -0.14602276D+05    0.3025564    0.0000207     81.678   118.663    EM
                                                     22.095   117.603
                                                    105.438    66.750
                                                    115.458   128.595
                                                    250.720   133.942
                                                     48.819    55.059
                                                    234.042   228.998
                                                    137.245    30.020
                                                    100.246    24.627
    32 -0.14601990D+05    0.2854665    0.0000195     81.245   118.389    EM
                                                     22.249   117.053
                                                    104.545    66.482
                                                    115.873   128.335
                                                    252.828   133.445
                                                     47.862    54.917
                                                    233.831   227.590
                                                    138.649    30.226
                                                    101.266    25.213
    33 -0.14601721D+05    0.2695762    0.0000185     80.834   118.129    EM
                                                     22.398   116.538
                                                    103.678    66.226
                                                    116.273   128.077
                                                    254.846   132.980
                                                     46.929    54.769
                                                    233.644   226.233
                                                    139.993    30.421
                                                    102.240    25.791
    34 -0.14601466D+05    0.2547791    0.0000174     80.447   117.882    EM
                                                     22.542   116.056
                                                    102.834    65.981
                                                    116.657   127.823
                                                    256.777   132.546
                                                     46.021    54.616
                                                    233.480   224.924
                                                    141.279    30.605
                                                    103.170    26.357
    35 -0.14601225D+05    0.2409790    0.0000165     80.082   117.649    EM
                                                     22.681   115.607
                                                    102.010    65.747
                                                    117.029   127.572
                                                    258.624   132.144
                                                     45.137    54.459
                                                    233.340   223.662
                                                    142.509    30.779
                                                    104.057    26.913
    36 -0.14600997D+05    0.2280885    0.0000156     79.740   117.429    EM
                                                     22.815   115.188
                                                    101.205    65.522
                                                    117.388   127.323
                                                    260.390   131.773
                                                     44.275    54.300
                                                    233.221   222.442
                                                    143.685    30.944
                                                    104.904    27.457
    37 -0.14600781D+05    0.2160283    0.0000148     79.420   117.221    EM
                                                     22.943   114.798
                                                    100.418    65.308
                                                    117.736   127.076
                                                    262.079   131.432
                                                     43.435    54.139
                                                    233.124   221.263
                                                    144.808    31.099
                                                    105.711    27.989
    38 -0.14600576D+05    0.2047268    0.0000140     79.122   117.026    EM
                                                     23.067   114.436
                                                     99.646    65.103
                                                    118.074   126.832
                                                    263.694   131.122
                                                     42.616    53.979
                                                    233.047   220.122
                                                    145.881    31.245
                                                    106.481    28.508
    39 -0.14600382D+05    0.1941185    0.0000133     78.846   116.842    EM
                                                     23.187   114.101
                                                     98.888    64.908
                                                    118.404   126.588
                                                    265.237   130.842
                                                     41.817    53.819
                                                    232.990   219.015
                                                    146.906    31.383
                                                    107.215    29.013
    40 -0.14600198D+05    0.1841445    0.0000126     78.591   116.670    EM
                                                     23.301   113.792
                                                     98.143    64.721
                                                    118.725   126.346
                                                    266.712   130.591
                                                     41.038    53.660
                                                    232.952   217.942
                                                    147.883    31.513
                                                    107.915    29.505
    41 -0.14600023D+05    0.1747512    0.0000120     78.357   116.508    EM
                                                     23.412   113.507
                                                     97.410    64.542
                                                    119.038   126.105
                                                    268.120   130.370
                                                     40.279    53.504
                                                    232.932   216.900
                                                    148.815    31.636
                                                    108.581    29.983
    42 -0.14599857D+05    0.1658904    0.0000114     78.144   116.357    EM
                                                     23.518   113.245
                                                     96.688    64.372
                                                    119.345   125.866
                                                    269.466   130.177
                                                     39.539    53.351
                                                    232.929   215.887
                                                    149.704    31.753
                                                    109.215    30.446
    43 -0.14599700D+05    0.1575186    0.0000108     77.952   116.216    EM
                                                     23.620   113.006
                                                     95.976    64.209
                                                    119.646   125.626
                                                    270.750   130.012
                                                     38.817    53.202
                                                    232.942   214.900
                                                    150.550    31.862
                                                    109.819    30.895
    44 -0.14599550D+05    0.1495964    0.0000102     77.780   116.084    EM
                                                     23.718   112.787
                                                     95.273    64.053
                                                    119.942   125.387
                                                    271.975   129.874
                                                     38.113    53.057
                                                    232.971   213.939
                                                    151.356    31.966
                                                    110.394    31.330
    45 -0.14599408D+05    0.1420889    0.0000097     77.627   115.961    EM
                                                     23.813   112.589
                                                     94.579    63.905
                                                    120.233   125.149
                                                    273.145   129.763
                                                     37.427    52.917
                                                    233.014   213.002
                                                    152.123    32.065
                                                    110.940    31.750
    46 -0.14599273D+05    0.1349647    0.0000092     77.494   115.846    EM
                                                     23.905   112.409
                                                     93.894    63.762
                                                    120.519   124.911
                                                    274.260   129.679
                                                     36.758    52.782
                                                    233.071   212.087
                                                    152.851    32.158
                                                    111.460    32.156
    47 -0.14599145D+05    0.1281957    0.0000088     77.379   115.740    EM
                                                     23.993   112.247
                                                     93.216    63.627
                                                    120.802   124.673
                                                    275.323   129.620
                                                     36.106    52.653
                                                    233.140   211.192
                                                    153.543    32.247
                                                    111.953    32.547
    48 -0.14599023D+05    0.1217571    0.0000083     77.284   115.641    EM
                                                     24.079   112.103
                                                     92.545    63.497
                                                    121.082   124.435
                                                    276.337   129.585
                                                     35.471    52.530
                                                    233.221   210.317
                                                    154.200    32.332
                                                    112.421    32.923
    49 -0.14598907D+05    0.1156269    0.0000079     77.206   115.549    EM
                                                     24.162   111.974
                                                     91.881    63.372
                                                    121.358   124.196
                                                    277.302   129.575
                                                     34.852    52.414
                                                    233.313   209.461
                                                    154.822    32.413
                                                    112.866    33.285
    50 -0.14598798D+05    0.1097858    0.0000075     77.145   115.463    EM
                                                     24.243   111.860
                                                     91.224    63.253
                                                    121.632   123.958
                                                    278.222   129.588
                                                     34.249    52.304
                                                    233.415   208.621
                                                    155.411    32.490
                                                    113.287    33.634
    51 -0.14598693D+05    0.1042166    0.0000071     77.102   115.384    EM
                                                     24.321   111.761
                                                     90.573    63.139
                                                    121.903   123.720
                                                    279.097   129.624
                                                     33.662    52.202
                                                    233.526   207.798
                                                    155.969    32.565
                                                    113.686    33.968
    52 -0.14598594D+05    0.0989044    0.0000068     77.075   115.310    EM
                                                     24.397   111.675
                                                     89.929    63.029
                                                    122.172   123.481
                                                    279.931   129.681
                                                     33.091    52.107
                                                    233.646   206.991
                                                    156.496    32.637
                                                    114.064    34.289
    53 -0.14598501D+05    0.0938360    0.0000064     77.065   115.242    EM
                                                     24.472   111.601
                                                     89.291    62.924
                                                    122.440   123.242
                                                    280.723   129.759
                                                     32.534    52.019
                                                    233.772   206.198
                                                    156.993    32.706
                                                    114.422    34.596
    54 -0.14598412D+05    0.0889997    0.0000061     77.070   115.179    EM
                                                     24.545   111.539
                                                     88.659    62.823
                                                    122.705   123.003
                                                    281.478   129.858
                                                     31.993    51.939
                                                    233.906   205.419
                                                    157.461    32.774
                                                    114.759    34.890
    55 -0.14598327D+05    0.0843855    0.0000058     77.090   115.121    EM
                                                     24.616   111.488
                                                     88.033    62.726
                                                    122.969   122.764
                                                    282.195   129.976
                                                     31.467    51.867
                                                    234.045   204.654
                                                    157.902    32.840
                                                    115.078    35.172
    56 -0.14598247D+05    0.0799844    0.0000055     77.124   115.066    EM
                                                     24.686   111.446
                                                     87.413    62.632
                                                    123.231   122.525
                                                    282.877   130.112
                                                     30.955    51.802
                                                    234.189   203.901
                                                    158.316    32.904
                                                    115.379    35.441
    57 -0.14598171D+05    0.0757882    0.0000052     77.172   115.016    EM
                                                     24.755   111.414
                                                     86.800    62.542
                                                    123.492   122.285
                                                    283.525   130.266
                                                     30.457    51.746
                                                    234.337   203.161
                                                    158.705    32.967
                                                    115.663    35.698
    58 -0.14598100D+05    0.0717899    0.0000049     77.234   114.969    EM
                                                     24.822   111.391
                                                     86.193    62.455
                                                    123.751   122.046
                                                    284.140   130.438
                                                     29.973    51.697
                                                    234.489   202.432
                                                    159.068    33.030
                                                    115.929    35.944
    59 -0.14598032D+05    0.0679827    0.0000047     77.308   114.926    EM
                                                     24.889   111.375
                                                     85.592    62.370
                                                    124.009   121.806
                                                    284.725   130.625
                                                     29.503    51.657
                                                    234.644   201.714
                                                    159.408    33.091
                                                    116.180    36.178
    60 -0.14596240D+05    1.7919769    0.0001228    124.592   105.418    QN
                                                     36.945   105.246
                                                     37.381    49.718
                                                    163.055    82.036
                                                    302.610   198.403
                                                      8.109    76.148
                                                    240.248   123.079
                                                    141.706    51.164
                                                    108.803    45.341
    61 -0.14596240D+05    0.0000369    0.0000000    124.593   105.413    EM
                                                     36.943   105.242
                                                     37.378    49.720
                                                    163.068    82.037
                                                    302.606   198.406
                                                      8.109    76.152
                                                    240.237   123.083
                                                    141.721    51.159
                                                    108.798    45.336


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


    10 -0.14623003D+05    4.8624086    0.0003324     13.959     8.531    EM
                                                     81.796    61.412
                                                    272.961   193.730
                                                     70.445    95.434
                                                    208.730    24.117
                                                     14.677    35.519
                                                     16.492    58.309
                                                    146.651   155.009
                                                    176.227   365.999
    11 -0.14618878D+05    4.1251207    0.0002821     14.639     8.295    EM
                                                     84.381    63.261
                                                    276.611   191.192
                                                     72.302    93.223
                                                    203.096    26.220
                                                     14.245    34.086
                                                     15.983    57.163
                                                    146.013   159.483
                                                    179.019   360.788
    12 -0.14615428D+05    3.4504414    0.0002360     15.360     8.173    EM
                                                     86.848    64.812
                                                    279.620   188.994
                                                     74.200    91.229
                                                    197.764    28.337
                                                     13.921    32.768
                                                     15.568    55.889
                                                    145.256   163.354
                                                    181.657   356.250
    13 -0.14612597D+05    2.8308905    0.0001937     16.100     8.137    EM
                                                     89.149    66.077
                                                    282.098   187.133
                                                     76.092    89.418
                                                    192.796    30.441
                                                     13.701    31.585
                                                     15.234    54.534
                                                    144.434   166.603
                                                    184.089   352.378
    14 -0.14610322D+05    2.2751010    0.0001557     16.840     8.169    EM
                                                     91.244    67.078
                                                    284.132   185.593
                                                     77.939    87.769
                                                    188.237    32.502
                                                     13.577    30.545
                                                     14.972    53.146
                                                    143.593   169.257
                                                    186.279   349.128
    15 -0.14608528D+05    1.7932963    0.0001227     17.563     8.253    EM
                                                     93.110    67.850
                                                    285.792   184.344
                                                     79.709    86.268
                                                    184.111    34.495
                                                     13.542    29.643
                                                     14.774    51.766
                                                    142.770   171.376
                                                    188.206   346.426
    16 -0.14607138D+05    1.3904181    0.0000952     18.257     8.375    EM
                                                     94.741    68.431
                                                    287.138   183.351
                                                     81.381    84.905
                                                    180.420    36.397
                                                     13.587    28.872
                                                     14.633    50.430
                                                    141.991   173.040
                                                    189.863   344.186
    17 -0.14606073D+05    1.0646547    0.0000729     18.916     8.527    EM
                                                     96.146    68.859
                                                    288.216   182.572
                                                     82.938    83.674
                                                    177.152    38.193
                                                     13.700    28.217
                                                     14.543    49.160
                                                    141.272   174.339
                                                    191.254   342.323
    18 -0.14605264D+05    0.8088678    0.0000554     19.534     8.701    EM
                                                     97.341    69.173
                                                    289.067   181.965
                                                     84.376    82.564
                                                    174.279    39.870
                                                     13.873    27.665
                                                     14.496    47.972
                                                    140.617   175.357
                                                    192.393   340.757
    19 -0.14604652D+05    0.6129228    0.0000420     20.112     8.891    EM
                                                     98.349    69.404
                                                    289.725   181.492
                                                     85.692    81.569
                                                    171.766    41.427
                                                     14.096    27.199
                                                     14.488    46.876
                                                    140.026   176.168
                                                    193.300   339.420
    20 -0.14604186D+05    0.4657924    0.0000319     20.650     9.091    EM
                                                     99.198    69.581
                                                    290.220   181.116
                                                     86.891    80.679
                                                    169.574    42.863
                                                     14.360    26.806
                                                     14.512    45.873
                                                    139.496   176.834
                                                    194.000   338.255
    21 -0.14603829D+05    0.3570099    0.0000244     21.153     9.299    EM
                                                     99.910    69.726
                                                    290.577   180.810
                                                     87.979    79.884
                                                    167.663    44.183
                                                     14.659    26.475
                                                     14.563    44.963
                                                    139.019   177.403
                                                    194.516   337.218
    22 -0.14603551D+05    0.2774641    0.0000190     21.622     9.512    EM
                                                    100.510    69.855
                                                    290.820   180.549
                                                     88.964    79.175
                                                    165.995    45.397
                                                     14.984    26.194
                                                     14.636    44.141
                                                    138.589   177.912
                                                    194.874   336.274
    23 -0.14603332D+05    0.2196873    0.0000150     22.063     9.726    EM
                                                    101.017    69.982
                                                    290.968   180.313
                                                     89.854    78.543
                                                    164.534    46.512
                                                     15.330    25.954
                                                     14.726    43.402
                                                    138.198   178.385
                                                    195.097   335.395
    24 -0.14603154D+05    0.1778256    0.0000122     22.479     9.940    EM
                                                    101.450    70.115
                                                    291.038   180.090
                                                     90.661    77.979
                                                    163.248    47.539
                                                     15.691    25.749
                                                     14.830    42.740
                                                    137.839   178.843
                                                    195.206   334.563
    25 -0.14603006D+05    0.1474415    0.0000101     22.875    10.152    EM
                                                    101.822    70.261
                                                    291.047   179.868
                                                     91.391    77.475
                                                    162.109    48.490
                                                     16.064    25.571
                                                     14.945    42.148
                                                    137.507   179.295
                                                    195.220   333.762
    26 -0.14602881D+05    0.1252562    0.0000086     23.252    10.361    EM
                                                    102.147    70.423
                                                    291.007   179.639
                                                     92.054    77.024
                                                    161.093    49.373
                                                     16.443    25.418
                                                     15.067    41.619
                                                    137.197   179.749
                                                    195.155   332.980
    27 -0.14602772D+05    0.1088944    0.0000075     23.615    10.566    EM
                                                    102.432    70.604
                                                    290.929   179.399
                                                     92.657    76.619
                                                    160.178    50.198
                                                     16.826    25.284
                                                     15.194    41.147
                                                    136.905   180.210
                                                    195.025   332.211
    28 -0.14602675D+05    0.0966600    0.0000066     23.965    10.766    EM
                                                    102.688    70.804
                                                    290.823   179.145
                                                     93.207    76.253
                                                    159.347    50.973
                                                     17.210    25.166
                                                     15.325    40.726
                                                    136.628   180.680
                                                    194.844   331.447
    29 -0.14602588D+05    0.0873543    0.0000060     24.306    10.962    EM
                                                    102.918    71.024
                                                    290.696   178.875
                                                     93.711    75.923
                                                    158.585    51.706
                                                     17.594    25.063
                                                     15.457    40.351
                                                    136.364   181.158
                                                    194.622   330.684
    30 -0.14602508D+05    0.0801362    0.0000055     24.639    11.151    EM
                                                    103.130    71.262
                                                    290.554   178.589
                                                     94.173    75.623
                                                    157.879    52.403
                                                     17.975    24.973
                                                     15.591    40.017
                                                    136.111   181.644
                                                    194.367   329.919
    31 -0.14602434D+05    0.0744176    0.0000051     24.965    11.334    EM
                                                    103.326    71.518
                                                    290.404   178.286
                                                     94.599    75.349
                                                    157.220    53.068
                                                     18.351    24.894
                                                     15.724    39.720
                                                    135.868   182.138
                                                    194.087   329.150
    32 -0.14602364D+05    0.0697878    0.0000048     25.285    11.512    EM
                                                    103.509    71.791
                                                    290.248   177.967
                                                     94.992    75.097
                                                    156.598    53.707
                                                     18.722    24.824
                                                     15.856    39.455
                                                    135.634   182.638
                                                    193.788   328.375
    33 -0.14602298D+05    0.0659594    0.0000045     25.601    11.683    EM
                                                    103.683    72.078
                                                    290.092   177.634
                                                     95.357    74.866
                                                    156.006    54.324
                                                     19.088    24.763
                                                     15.987    39.219
                                                    135.408   183.143
                                                    193.475   327.593
    34 -0.14602235D+05    0.0627305    0.0000043     25.913    11.848    EM
                                                    103.848    72.379
                                                    289.936   177.288
                                                     95.696    74.652
                                                    155.439    54.922
                                                     19.447    24.709
                                                     16.117    39.009
                                                    135.189   183.651
                                                    193.153   326.804
    35 -0.14602175D+05    0.0599583    0.0000041     26.223    12.007    EM
                                                    104.008    72.692
                                                    289.784   176.929
                                                     96.012    74.453
                                                    154.892    55.502
                                                     19.799    24.663
                                                     16.244    38.822
                                                    134.978   184.161
                                                    192.825   326.006
    36 -0.14602118D+05    0.0575412    0.0000039     26.529    12.161    EM
                                                    104.162    73.016
                                                    289.637   176.560
                                                     96.307    74.268
                                                    154.360    56.069
                                                     20.143    24.624
                                                     16.370    38.655
                                                    134.774   184.672
                                                    192.494   325.199
    37 -0.14602062D+05    0.0554058    0.0000038     26.834    12.309    EM
                                                    104.312    73.349
                                                    289.496   176.182
                                                     96.585    74.094
                                                    153.840    56.622
                                                     20.481    24.591
                                                     16.493    38.507
                                                    134.576   185.183
                                                    192.163   324.384
    38 -0.14602009D+05    0.0534986    0.0000037     27.136    12.452    EM
                                                    104.458    73.690
                                                    289.363   175.795
                                                     96.846    73.930
                                                    153.330    57.165
                                                     20.810    24.563
                                                     16.615    38.375
                                                    134.386   185.693
                                                    191.833   323.561
    39 -0.14601957D+05    0.0517802    0.0000035     27.437    12.590    EM
                                                    104.601    74.038
                                                    289.237   175.401
                                                     97.092    73.775
                                                    152.828    57.698
                                                     21.133    24.540
                                                     16.734    38.257
                                                    134.201   186.201
                                                    191.505   322.729
    40 -0.14601907D+05    0.0502208    0.0000034     27.737    12.724    EM
                                                    104.742    74.391
                                                    289.120   175.002
                                                     97.325    73.629
                                                    152.331    58.222
                                                     21.448    24.523
                                                     16.852    38.153
                                                    134.023   186.706
                                                    191.182   321.890
    41 -0.14601858D+05    0.0487979    0.0000033     28.034    12.852    EM
                                                    104.880    74.750
                                                    289.011   174.598
                                                     97.546    73.489
                                                    151.839    58.738
                                                     21.756    24.510
                                                     16.968    38.061
                                                    133.852   187.209
                                                    190.864   321.043
    42 -0.14601810D+05    0.0474940    0.0000033     28.331    12.977    EM
                                                    105.017    75.113
                                                    288.910   174.190
                                                     97.757    73.356
                                                    151.350    59.247
                                                     22.058    24.501
                                                     17.082    37.979
                                                    133.686   187.707
                                                    190.551   320.188
    43 -0.14601764D+05    0.0462951    0.0000032     28.626    13.098    EM
                                                    105.151    75.479
                                                    288.818   173.779
                                                     97.958    73.228
                                                    150.863    59.750
                                                     22.352    24.496
                                                     17.195    37.907
                                                    133.526   188.202
                                                    190.245   319.327
    44 -0.14601719D+05    0.0451902    0.0000031     28.920    13.216    EM
                                                    105.285    75.847
                                                    288.735   173.366
                                                     98.150    73.105
                                                    150.377    60.246
                                                     22.640    24.495
                                                     17.306    37.844
                                                    133.372   188.692
                                                    189.945   318.460
    45 -0.14601675D+05    0.0441703    0.0000030     29.212    13.330    EM
                                                    105.416    76.218
                                                    288.659   172.952
                                                     98.334    72.987
                                                    149.892    60.737
                                                     22.921    24.497
                                                     17.416    37.788
                                                    133.223   189.178
                                                    189.652   317.587
    46 -0.14601632D+05    0.0432278    0.0000030     29.504    13.441    EM
                                                    105.547    76.590
                                                    288.592   172.536
                                                     98.511    72.873
                                                    149.407    61.223
                                                     23.197    24.502
                                                     17.524    37.739
                                                    133.080   189.660
                                                    189.366   316.709
    47 -0.14601589D+05    0.0423566    0.0000029     29.794    13.549    EM
                                                    105.676    76.963
                                                    288.533   172.120
                                                     98.681    72.763
                                                    148.922    61.704
                                                     23.467    24.510
                                                     17.632    37.697
                                                    132.942   190.136
                                                    189.087   315.825
    48 -0.14601548D+05    0.0415511    0.0000028     30.083    13.654    EM
                                                    105.803    77.336
                                                    288.481   171.705
                                                     98.846    72.655
                                                    148.436    62.181
                                                     23.731    24.520
                                                     17.738    37.660
                                                    132.809   190.608
                                                    188.815   314.937
    49 -0.14601507D+05    0.0408067    0.0000028     30.371    13.758    EM
                                                    105.930    77.710
                                                    288.436   171.289
                                                     99.006    72.551
                                                    147.950    62.653
                                                     23.990    24.533
                                                     17.844    37.629
                                                    132.681   191.075
                                                    188.550   314.045
    50 -0.14601467D+05    0.0401193    0.0000027     30.657    13.858    EM
                                                    106.055    78.083
                                                    288.398   170.875
                                                     99.160    72.450
                                                    147.462    63.121
                                                     24.243    24.548
                                                     17.948    37.603
                                                    132.557   191.538
                                                    188.292   313.149
    51 -0.14601427D+05    0.0394853    0.0000027     30.943    13.957    EM
                                                    106.180    78.456
                                                    288.367   170.462
                                                     99.311    72.351
                                                    146.974    63.586
                                                     24.492    24.565
                                                     18.052    37.581
                                                    132.438   191.995
                                                    188.041   312.251
    52 -0.14601388D+05    0.0389014    0.0000027     31.227    14.054    EM
                                                    106.303    78.829
                                                    288.342   170.050
                                                     99.457    72.254
                                                    146.484    64.047
                                                     24.736    24.583
                                                     18.155    37.562
                                                    132.322   192.448
                                                    187.797   311.349
    53 -0.14601350D+05    0.0383646    0.0000026     31.510    14.149    EM
                                                    106.425    79.200
                                                    288.323   169.640
                                                     99.600    72.159
                                                    145.993    64.505
                                                     24.976    24.603
                                                     18.258    37.548
                                                    132.211   192.896
                                                    187.558   310.445
    54 -0.14601312D+05    0.0378723    0.0000026     31.792    14.243    EM
                                                    106.547    79.571
                                                    288.310   169.231
                                                     99.740    72.066
                                                    145.501    64.960
                                                     25.211    24.624
                                                     18.360    37.537
                                                    132.103   193.340
                                                    187.326   309.538
    55 -0.14601275D+05    0.0374219    0.0000026     32.073    14.335    EM
                                                    106.667    79.940
                                                    288.302   168.824
                                                     99.877    71.975
                                                    145.007    65.412
                                                     25.442    24.646
                                                     18.461    37.528
                                                    131.999   193.780
                                                    187.100   308.630
    56 -0.14601238D+05    0.0370111    0.0000025     32.353    14.426    EM
                                                    106.786    80.308
                                                    288.299   168.420
                                                    100.012    71.885
                                                    144.511    65.862
                                                     25.670    24.669
                                                     18.562    37.523
                                                    131.898   194.215
                                                    186.880   307.721
    57 -0.14601201D+05    0.0366378    0.0000025     32.632    14.515    EM
                                                    106.904    80.675
                                                    288.301   168.017
                                                    100.144    71.797
                                                    144.014    66.309
                                                     25.893    24.692
                                                     18.663    37.520
                                                    131.800   194.646
                                                    186.666   306.810
    58 -0.14601165D+05    0.0363000    0.0000025     32.911    14.604    EM
                                                    107.022    81.041
                                                    288.307   167.617
                                                    100.275    71.710
                                                    143.515    66.753
                                                     26.113    24.716
                                                     18.763    37.520
                                                    131.706   195.074
                                                    186.456   305.899
    59 -0.14601129D+05    0.0359956    0.0000025     33.188    14.691    EM
                                                    107.139    81.405
                                                    288.317   167.218
                                                    100.404    71.624
                                                    143.015    67.196
                                                     26.329    24.740
                                                     18.863    37.521
                                                    131.613   195.497
                                                    186.252   304.987
    60 -0.14601093D+05    0.0357229    0.0000024     33.465    14.777    EM
                                                    107.254    81.767
                                                    288.332   166.822
                                                    100.531    71.539
                                                    142.513    67.637
                                                     26.543    24.764
                                                     18.963    37.525
                                                    131.524   195.917
                                                    186.053   304.074
    61 -0.14601057D+05    0.0354801    0.0000024     33.741    14.863    EM
                                                    107.369    82.128
                                                    288.349   166.428
                                                    100.657    71.455
                                                    142.010    68.076
                                                     26.753    24.788
                                                     19.062    37.530
                                                    131.437   196.333
                                                    185.859   303.161
    62 -0.14601022D+05    0.0352656    0.0000024     34.016    14.947    EM
                                                    107.483    82.488
                                                    288.371   166.036
                                                    100.782    71.373
                                                    141.504    68.514
                                                     26.960    24.812
                                                     19.161    37.538
                                                    131.352   196.747
                                                    185.669   302.248
    63 -0.14600987D+05    0.0350779    0.0000024     34.290    15.031    EM
                                                    107.597    82.846
                                                    288.395   165.646
                                                    100.905    71.291
                                                    140.998    68.950
                                                     27.164    24.835
                                                     19.260    37.546
                                                    131.269   197.156
                                                    185.483   301.336
    64 -0.14600952D+05    0.0349154    0.0000024     34.564    15.114    EM
                                                    107.710    83.203
                                                    288.423   165.258
                                                    101.028    71.210
                                                    140.489    69.386
                                                     27.365    24.858
                                                     19.359    37.556
                                                    131.188   197.563
                                                    185.301   300.423
    65 -0.14600917D+05    0.0347766    0.0000024     34.838    15.197    EM
                                                    107.822    83.558
                                                    288.453   164.873
                                                    101.151    71.130
                                                    139.979    69.820
                                                     27.564    24.880
                                                     19.457    37.567
                                                    131.109   197.967
                                                    185.123   299.511
    66 -0.14600883D+05    0.0346601    0.0000024     35.111    15.278    EM
                                                    107.933    83.912
                                                    288.485   164.489
                                                    101.273    71.050
                                                    139.467    70.254
                                                     27.760    24.901
                                                     19.556    37.580
                                                    131.031   198.369
                                                    184.949   298.600
    67 -0.14600848D+05    0.0345646    0.0000024     35.384    15.360    EM
                                                    108.044    84.265
                                                    288.520   164.107
                                                    101.394    70.972
                                                    138.954    70.686
                                                     27.954    24.921
                                                     19.654    37.593
                                                    130.955   198.768
                                                    184.778   297.689
    68 -0.14600814D+05    0.0344888    0.0000024     35.657    15.440    EM
                                                    108.154    84.616
                                                    288.557   163.728
                                                    101.516    70.894
                                                    138.438    71.119
                                                     28.146    24.940
                                                     19.752    37.607
                                                    130.881   199.164
                                                    184.611   296.779
    69 -0.14596240D+05    4.5739046    0.0003133    124.583    36.900    QN
                                                    105.463   163.140
                                                    302.570    81.999
                                                    105.201    49.795
                                                     37.349   198.503
                                                     76.078     8.153
                                                     51.084    45.234
                                                    108.842   240.257
                                                    141.913   122.935
    70 -0.14596240D+05    0.0000956    0.0000000    124.596    36.899    EM
                                                    105.452   163.130
                                                    302.570    82.004
                                                    105.208    49.790
                                                     37.351   198.491
                                                     76.091     8.153
                                                     51.087    45.233
                                                    108.839   240.252
                                                    141.898   122.955


     Beginning Time:  17:50:15
        Ending Time:  17:50:21
       Elapsed Time:  00:00:06



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

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

Copyright (c) 1998-2014 Muthen & Muthen

Back to examples