Mplus VERSION 7
MUTHEN & MUTHEN
09/22/2012  10:58 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;
  MODEL:	%OVERALL%
  	c1 c2 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;



*** WARNING in VARIABLE command
  Variable G, used in KNOWNCLASS specification, has been removed from the
  USEVARIABLES list.  Subsequent errors may occur if this variable is used
  elsewhere.
   1 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS



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-06
    Relative loglikelihood change                        0.100D-06
    Derivative                                           0.100D-05
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                                             LOGIT
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  unperturbed      0
          -14596.240  533738           11
          -14596.240  127215           9
          -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                           1998.775
          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        124.59044          0.06230
   1 1 2        105.42708          0.05271
   1 1 3         36.89784          0.01845
   1 2 1        105.26397          0.05263
   1 2 2         37.40217          0.01870
   1 2 3         49.78793          0.02489
   1 3 1        163.04020          0.08152
   1 3 2         82.09408          0.04105
   1 3 3        302.49629          0.15125
   2 1 1        198.38641          0.09919
   2 1 2          8.08201          0.00404
   2 1 3         76.10137          0.03805
   2 2 1        240.25772          0.12013
   2 2 2        123.25269          0.06163
   2 2 3        141.80154          0.07090
   2 3 1         51.08280          0.02554
   2 3 2        108.80221          0.05440
   2 3 3         45.23325          0.02262


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       993.00000          0.49650
    C1             1       549.48517          0.27474
                   2       697.76599          0.34888
                   3       752.74884          0.37637
    C2             1       882.62152          0.44131
                   2       465.06024          0.23253
                   3       652.31824          0.32616


LATENT TRANSITION PROBABILITIES BASED ON THE ESTIMATED MODEL

  CG Classes (Rows) by C1 Classes (Columns)

            1        2        3

   1     0.265    0.191    0.544
   2     0.285    0.509    0.207

  C1 Classes (Rows) by C2 Classes (Columns)

            1        2        3

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


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

  Latent Class
    Pattern

   1 1 1        124.59049          0.06230
   1 1 2        105.42724          0.05271
   1 1 3         36.89787          0.01845
   1 2 1        105.26394          0.05263
   1 2 2         37.40217          0.01870
   1 2 3         49.78786          0.02489
   1 3 1        163.04006          0.08152
   1 3 2         82.09411          0.04105
   1 3 3        302.49625          0.15125
   2 1 1        198.38638          0.09919
   2 1 2          8.08201          0.00404
   2 1 3         76.10138          0.03805
   2 2 1        240.25761          0.12013
   2 2 2        123.25268          0.06163
   2 2 3        141.80168          0.07090
   2 3 1         51.08283          0.02554
   2 3 2        108.80217          0.05440
   2 3 3         45.23326          0.02262


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       993.00006          0.49650
    C1             1       549.48535          0.27474
                   2       697.76593          0.34888
                   3       752.74872          0.37637
    C2             1       882.62134          0.44131
                   2       465.06036          0.23253
                   3       652.31830          0.32616


CLASSIFICATION QUALITY

     Entropy                         0.569


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN

Class Counts and Proportions

  Latent Class
    Pattern

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


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   0.519    0.148    0.030    0.154    0.018    0.012    0.083    0.014    0.023
    2   0.176    0.509    0.052    0.056    0.072    0.024    0.026    0.047    0.038
    3   0.065    0.178    0.461    0.010    0.011    0.109    0.004    0.006    0.156
    4   0.135    0.047    0.007    0.443    0.080    0.044    0.160    0.038    0.046
    5   0.020    0.128    0.014    0.142    0.378    0.156    0.019    0.073    0.069
    6   0.056    0.093    0.136    0.078    0.061    0.403    0.007    0.008    0.157
    7   0.052    0.025    0.003    0.067    0.012    0.005    0.550    0.137    0.149
    8   0.015    0.104    0.003    0.021    0.062    0.006    0.128    0.528    0.134
    9   0.016    0.027    0.030    0.021    0.018    0.064    0.066    0.081    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   0.614    0.016    0.069    0.169    0.050    0.027    0.025    0.025    0.005
   11   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   12   0.133    0.025    0.536    0.026    0.061    0.165    0.002    0.025    0.026
   13   0.181    0.004    0.010    0.526    0.128    0.042    0.062    0.043    0.006
   14   0.056    0.014    0.039    0.147    0.472    0.139    0.008    0.112    0.011
   15   0.041    0.003    0.131    0.115    0.092    0.493    0.011    0.038    0.076
   16   0.068    0.001    0.001    0.119    0.011    0.004    0.554    0.217    0.025
   17   0.048    0.007    0.020    0.088    0.117    0.041    0.101    0.505    0.073
   18   0.017    0.001    0.063    0.040    0.033    0.197    0.055    0.172    0.423



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

  Latent Class
    Variable    Class

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


MODEL RESULTS

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

Latent Class Pattern 1 1 1

 Thresholds
    U11$1             -1.253      0.279     -4.492      0.000
    U12$1             -0.895      0.203     -4.403      0.000
    U13$1             -0.974      0.099     -9.872      0.000
    U14$1             -1.039      0.110     -9.447      0.000
    U15$1             -0.838      0.096     -8.742      0.000
    U21$1             -1.253      0.279     -4.492      0.000
    U22$1             -0.895      0.203     -4.403      0.000
    U23$1             -0.974      0.099     -9.872      0.000
    U24$1             -1.039      0.110     -9.447      0.000
    U25$1             -0.838      0.096     -8.742      0.000

Latent Class Pattern 1 1 2

 Thresholds
    U11$1             -1.253      0.279     -4.492      0.000
    U12$1             -0.895      0.203     -4.403      0.000
    U13$1             -0.974      0.099     -9.872      0.000
    U14$1             -1.039      0.110     -9.447      0.000
    U15$1             -0.838      0.096     -8.742      0.000
    U21$1              0.960      0.310      3.102      0.002
    U22$1              0.718      0.209      3.441      0.001
    U23$1             -1.078      0.173     -6.234      0.000
    U24$1             -0.825      0.147     -5.621      0.000
    U25$1             -1.286      0.247     -5.215      0.000

Latent Class Pattern 1 1 3

 Thresholds
    U11$1             -1.253      0.279     -4.492      0.000
    U12$1             -0.895      0.203     -4.403      0.000
    U13$1             -0.974      0.099     -9.872      0.000
    U14$1             -1.039      0.110     -9.447      0.000
    U15$1             -0.838      0.096     -8.742      0.000
    U21$1              1.061      0.101     10.543      0.000
    U22$1              0.959      0.086     11.117      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      7.483      0.000

Latent Class Pattern 1 2 1

 Thresholds
    U11$1              0.960      0.310      3.102      0.002
    U12$1              0.718      0.209      3.441      0.001
    U13$1             -1.078      0.173     -6.234      0.000
    U14$1             -0.825      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     -4.403      0.000
    U23$1             -0.974      0.099     -9.872      0.000
    U24$1             -1.039      0.110     -9.447      0.000
    U25$1             -0.838      0.096     -8.742      0.000

Latent Class Pattern 1 2 2

 Thresholds
    U11$1              0.960      0.310      3.102      0.002
    U12$1              0.718      0.209      3.441      0.001
    U13$1             -1.078      0.173     -6.234      0.000
    U14$1             -0.825      0.147     -5.621      0.000
    U15$1             -1.286      0.247     -5.215      0.000
    U21$1              0.960      0.310      3.102      0.002
    U22$1              0.718      0.209      3.441      0.001
    U23$1             -1.078      0.173     -6.234      0.000
    U24$1             -0.825      0.147     -5.621      0.000
    U25$1             -1.286      0.247     -5.215      0.000

Latent Class Pattern 1 2 3

 Thresholds
    U11$1              0.960      0.310      3.102      0.002
    U12$1              0.718      0.209      3.441      0.001
    U13$1             -1.078      0.173     -6.234      0.000
    U14$1             -0.825      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     11.117      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      7.483      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     11.117      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      7.483      0.000
    U21$1             -1.253      0.279     -4.492      0.000
    U22$1             -0.895      0.203     -4.403      0.000
    U23$1             -0.974      0.099     -9.872      0.000
    U24$1             -1.039      0.110     -9.447      0.000
    U25$1             -0.838      0.096     -8.742      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     11.117      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      7.483      0.000
    U21$1              0.960      0.310      3.102      0.002
    U22$1              0.718      0.209      3.441      0.001
    U23$1             -1.078      0.173     -6.234      0.000
    U24$1             -0.825      0.147     -5.621      0.000
    U25$1             -1.286      0.247     -5.215      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     11.117      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      7.483      0.000
    U21$1              1.061      0.101     10.543      0.000
    U22$1              0.959      0.086     11.117      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      7.483      0.000

Latent Class Pattern 2 1 1

 Thresholds
    U11$1             -1.253      0.279     -4.492      0.000
    U12$1             -0.895      0.203     -4.403      0.000
    U13$1             -0.974      0.099     -9.872      0.000
    U14$1             -1.039      0.110     -9.447      0.000
    U15$1             -0.838      0.096     -8.742      0.000
    U21$1             -1.253      0.279     -4.492      0.000
    U22$1             -0.895      0.203     -4.403      0.000
    U23$1             -0.974      0.099     -9.872      0.000
    U24$1             -1.039      0.110     -9.447      0.000
    U25$1             -0.838      0.096     -8.742      0.000

Latent Class Pattern 2 1 2

 Thresholds
    U11$1             -1.253      0.279     -4.492      0.000
    U12$1             -0.895      0.203     -4.403      0.000
    U13$1             -0.974      0.099     -9.872      0.000
    U14$1             -1.039      0.110     -9.447      0.000
    U15$1             -0.838      0.096     -8.742      0.000
    U21$1              0.960      0.310      3.102      0.002
    U22$1              0.718      0.209      3.441      0.001
    U23$1             -1.078      0.173     -6.234      0.000
    U24$1             -0.825      0.147     -5.621      0.000
    U25$1             -1.286      0.247     -5.215      0.000

Latent Class Pattern 2 1 3

 Thresholds
    U11$1             -1.253      0.279     -4.492      0.000
    U12$1             -0.895      0.203     -4.403      0.000
    U13$1             -0.974      0.099     -9.872      0.000
    U14$1             -1.039      0.110     -9.447      0.000
    U15$1             -0.838      0.096     -8.742      0.000
    U21$1              1.061      0.101     10.543      0.000
    U22$1              0.959      0.086     11.117      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      7.483      0.000

Latent Class Pattern 2 2 1

 Thresholds
    U11$1              0.960      0.310      3.102      0.002
    U12$1              0.718      0.209      3.441      0.001
    U13$1             -1.078      0.173     -6.234      0.000
    U14$1             -0.825      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     -4.403      0.000
    U23$1             -0.974      0.099     -9.872      0.000
    U24$1             -1.039      0.110     -9.447      0.000
    U25$1             -0.838      0.096     -8.742      0.000

Latent Class Pattern 2 2 2

 Thresholds
    U11$1              0.960      0.310      3.102      0.002
    U12$1              0.718      0.209      3.441      0.001
    U13$1             -1.078      0.173     -6.234      0.000
    U14$1             -0.825      0.147     -5.621      0.000
    U15$1             -1.286      0.247     -5.215      0.000
    U21$1              0.960      0.310      3.102      0.002
    U22$1              0.718      0.209      3.441      0.001
    U23$1             -1.078      0.173     -6.234      0.000
    U24$1             -0.825      0.147     -5.621      0.000
    U25$1             -1.286      0.247     -5.215      0.000

Latent Class Pattern 2 2 3

 Thresholds
    U11$1              0.960      0.310      3.102      0.002
    U12$1              0.718      0.209      3.441      0.001
    U13$1             -1.078      0.173     -6.234      0.000
    U14$1             -0.825      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     11.117      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      7.483      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     11.117      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      7.483      0.000
    U21$1             -1.253      0.279     -4.492      0.000
    U22$1             -0.895      0.203     -4.403      0.000
    U23$1             -0.974      0.099     -9.872      0.000
    U24$1             -1.039      0.110     -9.447      0.000
    U25$1             -0.838      0.096     -8.742      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     11.117      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      7.483      0.000
    U21$1              0.960      0.310      3.102      0.002
    U22$1              0.718      0.209      3.441      0.001
    U23$1             -1.078      0.173     -6.234      0.000
    U24$1             -0.825      0.147     -5.621      0.000
    U25$1             -1.286      0.247     -5.215      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     11.117      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      7.483      0.000
    U21$1              1.061      0.101     10.543      0.000
    U22$1              0.959      0.086     11.117      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      7.483      0.000

Categorical Latent Variables

 C1#1     ON
    CG#1              -1.039      0.223     -4.662      0.000

 C1#2     ON
    CG#1              -1.947      0.235     -8.270      0.000

 C2#1     ON
    CG#1              -0.740      0.552     -1.340      0.180

 C2#2     ON
    CG#1              -2.182      0.604     -3.615      0.000

 Means
    CG#1               0.014      0.045      0.313      0.754
    C1#1               0.320      0.298      1.074      0.283
    C1#2               0.902      0.338      2.667      0.008
    C2#1               0.122      0.563      0.216      0.829
    C2#2               0.878      0.582      1.509      0.131

Latent Class Pattern 1 1 1

 C2#1     ON
    C1#1               1.835      0.541      3.389      0.001
    C1#2               1.367      0.584      2.339      0.019

 C2#2     ON
    C1#1               2.354      0.652      3.610      0.000
    C1#2               1.018      1.054      0.966      0.334

Latent Class Pattern 2 1 1

 C2#1     ON
    C1#1               0.837      0.651      1.286      0.199
    C1#2               0.406      0.622      0.652      0.514

 C2#2     ON
    C1#1              -3.120      3.122     -0.999      0.318
    C1#2              -1.018      0.672     -1.515      0.130


RESULTS IN PROBABILITY SCALE

Latent Class Pattern 1 1 1

 U11
    Category 1         0.222      0.048      4.609      0.000
    Category 2         0.778      0.048     16.135      0.000
 U12
    Category 1         0.290      0.042      6.934      0.000
    Category 2         0.710      0.042     16.963      0.000
 U13
    Category 1         0.274      0.020     13.970      0.000
    Category 2         0.726      0.020     36.984      0.000
 U14
    Category 1         0.261      0.021     12.316      0.000
    Category 2         0.739      0.021     34.794      0.000
 U15
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.554      0.000
 U21
    Category 1         0.222      0.048      4.609      0.000
    Category 2         0.778      0.048     16.135      0.000
 U22
    Category 1         0.290      0.042      6.934      0.000
    Category 2         0.710      0.042     16.963      0.000
 U23
    Category 1         0.274      0.020     13.970      0.000
    Category 2         0.726      0.020     36.984      0.000
 U24
    Category 1         0.261      0.021     12.316      0.000
    Category 2         0.739      0.021     34.794      0.000
 U25
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.554      0.000

Latent Class Pattern 1 1 2

 U11
    Category 1         0.222      0.048      4.609      0.000
    Category 2         0.778      0.048     16.135      0.000
 U12
    Category 1         0.290      0.042      6.934      0.000
    Category 2         0.710      0.042     16.963      0.000
 U13
    Category 1         0.274      0.020     13.970      0.000
    Category 2         0.726      0.020     36.984      0.000
 U14
    Category 1         0.261      0.021     12.316      0.000
    Category 2         0.739      0.021     34.794      0.000
 U15
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.554      0.000
 U21
    Category 1         0.723      0.062     11.670      0.000
    Category 2         0.277      0.062      4.466      0.000
 U22
    Category 1         0.672      0.046     14.615      0.000
    Category 2         0.328      0.046      7.125      0.000
 U23
    Category 1         0.254      0.033      7.746      0.000
    Category 2         0.746      0.033     22.776      0.000
 U24
    Category 1         0.305      0.031      9.806      0.000
    Category 2         0.695      0.031     22.366      0.000
 U25
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.729      0.000

Latent Class Pattern 1 1 3

 U11
    Category 1         0.222      0.048      4.609      0.000
    Category 2         0.778      0.048     16.135      0.000
 U12
    Category 1         0.290      0.042      6.934      0.000
    Category 2         0.710      0.042     16.963      0.000
 U13
    Category 1         0.274      0.020     13.970      0.000
    Category 2         0.726      0.020     36.984      0.000
 U14
    Category 1         0.261      0.021     12.316      0.000
    Category 2         0.739      0.021     34.794      0.000
 U15
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.554      0.000
 U21
    Category 1         0.743      0.019     38.648      0.000
    Category 2         0.257      0.019     13.374      0.000
 U22
    Category 1         0.723      0.017     41.837      0.000
    Category 2         0.277      0.017     16.036      0.000
 U23
    Category 1         0.703      0.025     27.938      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     11.052      0.000

Latent Class Pattern 1 2 1

 U11
    Category 1         0.723      0.062     11.670      0.000
    Category 2         0.277      0.062      4.466      0.000
 U12
    Category 1         0.672      0.046     14.615      0.000
    Category 2         0.328      0.046      7.125      0.000
 U13
    Category 1         0.254      0.033      7.746      0.000
    Category 2         0.746      0.033     22.776      0.000
 U14
    Category 1         0.305      0.031      9.806      0.000
    Category 2         0.695      0.031     22.366      0.000
 U15
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.729      0.000
 U21
    Category 1         0.222      0.048      4.609      0.000
    Category 2         0.778      0.048     16.135      0.000
 U22
    Category 1         0.290      0.042      6.934      0.000
    Category 2         0.710      0.042     16.963      0.000
 U23
    Category 1         0.274      0.020     13.970      0.000
    Category 2         0.726      0.020     36.984      0.000
 U24
    Category 1         0.261      0.021     12.316      0.000
    Category 2         0.739      0.021     34.794      0.000
 U25
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.554      0.000

Latent Class Pattern 1 2 2

 U11
    Category 1         0.723      0.062     11.670      0.000
    Category 2         0.277      0.062      4.466      0.000
 U12
    Category 1         0.672      0.046     14.615      0.000
    Category 2         0.328      0.046      7.125      0.000
 U13
    Category 1         0.254      0.033      7.746      0.000
    Category 2         0.746      0.033     22.776      0.000
 U14
    Category 1         0.305      0.031      9.806      0.000
    Category 2         0.695      0.031     22.366      0.000
 U15
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.729      0.000
 U21
    Category 1         0.723      0.062     11.670      0.000
    Category 2         0.277      0.062      4.466      0.000
 U22
    Category 1         0.672      0.046     14.615      0.000
    Category 2         0.328      0.046      7.125      0.000
 U23
    Category 1         0.254      0.033      7.746      0.000
    Category 2         0.746      0.033     22.776      0.000
 U24
    Category 1         0.305      0.031      9.806      0.000
    Category 2         0.695      0.031     22.366      0.000
 U25
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.729      0.000

Latent Class Pattern 1 2 3

 U11
    Category 1         0.723      0.062     11.670      0.000
    Category 2         0.277      0.062      4.466      0.000
 U12
    Category 1         0.672      0.046     14.615      0.000
    Category 2         0.328      0.046      7.125      0.000
 U13
    Category 1         0.254      0.033      7.746      0.000
    Category 2         0.746      0.033     22.776      0.000
 U14
    Category 1         0.305      0.031      9.806      0.000
    Category 2         0.695      0.031     22.366      0.000
 U15
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.729      0.000
 U21
    Category 1         0.743      0.019     38.648      0.000
    Category 2         0.257      0.019     13.374      0.000
 U22
    Category 1         0.723      0.017     41.837      0.000
    Category 2         0.277      0.017     16.036      0.000
 U23
    Category 1         0.703      0.025     27.938      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     11.052      0.000

Latent Class Pattern 1 3 1

 U11
    Category 1         0.743      0.019     38.648      0.000
    Category 2         0.257      0.019     13.374      0.000
 U12
    Category 1         0.723      0.017     41.837      0.000
    Category 2         0.277      0.017     16.036      0.000
 U13
    Category 1         0.703      0.025     27.938      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     11.052      0.000
 U21
    Category 1         0.222      0.048      4.609      0.000
    Category 2         0.778      0.048     16.135      0.000
 U22
    Category 1         0.290      0.042      6.934      0.000
    Category 2         0.710      0.042     16.963      0.000
 U23
    Category 1         0.274      0.020     13.970      0.000
    Category 2         0.726      0.020     36.984      0.000
 U24
    Category 1         0.261      0.021     12.316      0.000
    Category 2         0.739      0.021     34.794      0.000
 U25
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.554      0.000

Latent Class Pattern 1 3 2

 U11
    Category 1         0.743      0.019     38.648      0.000
    Category 2         0.257      0.019     13.374      0.000
 U12
    Category 1         0.723      0.017     41.837      0.000
    Category 2         0.277      0.017     16.036      0.000
 U13
    Category 1         0.703      0.025     27.938      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     11.052      0.000
 U21
    Category 1         0.723      0.062     11.670      0.000
    Category 2         0.277      0.062      4.466      0.000
 U22
    Category 1         0.672      0.046     14.615      0.000
    Category 2         0.328      0.046      7.125      0.000
 U23
    Category 1         0.254      0.033      7.746      0.000
    Category 2         0.746      0.033     22.776      0.000
 U24
    Category 1         0.305      0.031      9.806      0.000
    Category 2         0.695      0.031     22.366      0.000
 U25
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.729      0.000

Latent Class Pattern 1 3 3

 U11
    Category 1         0.743      0.019     38.648      0.000
    Category 2         0.257      0.019     13.374      0.000
 U12
    Category 1         0.723      0.017     41.837      0.000
    Category 2         0.277      0.017     16.036      0.000
 U13
    Category 1         0.703      0.025     27.938      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     11.052      0.000
 U21
    Category 1         0.743      0.019     38.648      0.000
    Category 2         0.257      0.019     13.374      0.000
 U22
    Category 1         0.723      0.017     41.837      0.000
    Category 2         0.277      0.017     16.036      0.000
 U23
    Category 1         0.703      0.025     27.938      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     11.052      0.000

Latent Class Pattern 2 1 1

 U11
    Category 1         0.222      0.048      4.609      0.000
    Category 2         0.778      0.048     16.135      0.000
 U12
    Category 1         0.290      0.042      6.934      0.000
    Category 2         0.710      0.042     16.963      0.000
 U13
    Category 1         0.274      0.020     13.970      0.000
    Category 2         0.726      0.020     36.984      0.000
 U14
    Category 1         0.261      0.021     12.316      0.000
    Category 2         0.739      0.021     34.794      0.000
 U15
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.554      0.000
 U21
    Category 1         0.222      0.048      4.609      0.000
    Category 2         0.778      0.048     16.135      0.000
 U22
    Category 1         0.290      0.042      6.934      0.000
    Category 2         0.710      0.042     16.963      0.000
 U23
    Category 1         0.274      0.020     13.970      0.000
    Category 2         0.726      0.020     36.984      0.000
 U24
    Category 1         0.261      0.021     12.316      0.000
    Category 2         0.739      0.021     34.794      0.000
 U25
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.554      0.000

Latent Class Pattern 2 1 2

 U11
    Category 1         0.222      0.048      4.609      0.000
    Category 2         0.778      0.048     16.135      0.000
 U12
    Category 1         0.290      0.042      6.934      0.000
    Category 2         0.710      0.042     16.963      0.000
 U13
    Category 1         0.274      0.020     13.970      0.000
    Category 2         0.726      0.020     36.984      0.000
 U14
    Category 1         0.261      0.021     12.316      0.000
    Category 2         0.739      0.021     34.794      0.000
 U15
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.554      0.000
 U21
    Category 1         0.723      0.062     11.670      0.000
    Category 2         0.277      0.062      4.466      0.000
 U22
    Category 1         0.672      0.046     14.615      0.000
    Category 2         0.328      0.046      7.125      0.000
 U23
    Category 1         0.254      0.033      7.746      0.000
    Category 2         0.746      0.033     22.776      0.000
 U24
    Category 1         0.305      0.031      9.806      0.000
    Category 2         0.695      0.031     22.366      0.000
 U25
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.729      0.000

Latent Class Pattern 2 1 3

 U11
    Category 1         0.222      0.048      4.609      0.000
    Category 2         0.778      0.048     16.135      0.000
 U12
    Category 1         0.290      0.042      6.934      0.000
    Category 2         0.710      0.042     16.963      0.000
 U13
    Category 1         0.274      0.020     13.970      0.000
    Category 2         0.726      0.020     36.984      0.000
 U14
    Category 1         0.261      0.021     12.316      0.000
    Category 2         0.739      0.021     34.794      0.000
 U15
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.554      0.000
 U21
    Category 1         0.743      0.019     38.648      0.000
    Category 2         0.257      0.019     13.374      0.000
 U22
    Category 1         0.723      0.017     41.837      0.000
    Category 2         0.277      0.017     16.036      0.000
 U23
    Category 1         0.703      0.025     27.938      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     11.052      0.000

Latent Class Pattern 2 2 1

 U11
    Category 1         0.723      0.062     11.670      0.000
    Category 2         0.277      0.062      4.466      0.000
 U12
    Category 1         0.672      0.046     14.615      0.000
    Category 2         0.328      0.046      7.125      0.000
 U13
    Category 1         0.254      0.033      7.746      0.000
    Category 2         0.746      0.033     22.776      0.000
 U14
    Category 1         0.305      0.031      9.806      0.000
    Category 2         0.695      0.031     22.366      0.000
 U15
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.729      0.000
 U21
    Category 1         0.222      0.048      4.609      0.000
    Category 2         0.778      0.048     16.135      0.000
 U22
    Category 1         0.290      0.042      6.934      0.000
    Category 2         0.710      0.042     16.963      0.000
 U23
    Category 1         0.274      0.020     13.970      0.000
    Category 2         0.726      0.020     36.984      0.000
 U24
    Category 1         0.261      0.021     12.316      0.000
    Category 2         0.739      0.021     34.794      0.000
 U25
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.554      0.000

Latent Class Pattern 2 2 2

 U11
    Category 1         0.723      0.062     11.670      0.000
    Category 2         0.277      0.062      4.466      0.000
 U12
    Category 1         0.672      0.046     14.615      0.000
    Category 2         0.328      0.046      7.125      0.000
 U13
    Category 1         0.254      0.033      7.746      0.000
    Category 2         0.746      0.033     22.776      0.000
 U14
    Category 1         0.305      0.031      9.806      0.000
    Category 2         0.695      0.031     22.366      0.000
 U15
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.729      0.000
 U21
    Category 1         0.723      0.062     11.670      0.000
    Category 2         0.277      0.062      4.466      0.000
 U22
    Category 1         0.672      0.046     14.615      0.000
    Category 2         0.328      0.046      7.125      0.000
 U23
    Category 1         0.254      0.033      7.746      0.000
    Category 2         0.746      0.033     22.776      0.000
 U24
    Category 1         0.305      0.031      9.806      0.000
    Category 2         0.695      0.031     22.366      0.000
 U25
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.729      0.000

Latent Class Pattern 2 2 3

 U11
    Category 1         0.723      0.062     11.670      0.000
    Category 2         0.277      0.062      4.466      0.000
 U12
    Category 1         0.672      0.046     14.615      0.000
    Category 2         0.328      0.046      7.125      0.000
 U13
    Category 1         0.254      0.033      7.746      0.000
    Category 2         0.746      0.033     22.776      0.000
 U14
    Category 1         0.305      0.031      9.806      0.000
    Category 2         0.695      0.031     22.366      0.000
 U15
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.729      0.000
 U21
    Category 1         0.743      0.019     38.648      0.000
    Category 2         0.257      0.019     13.374      0.000
 U22
    Category 1         0.723      0.017     41.837      0.000
    Category 2         0.277      0.017     16.036      0.000
 U23
    Category 1         0.703      0.025     27.938      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     11.052      0.000

Latent Class Pattern 2 3 1

 U11
    Category 1         0.743      0.019     38.648      0.000
    Category 2         0.257      0.019     13.374      0.000
 U12
    Category 1         0.723      0.017     41.837      0.000
    Category 2         0.277      0.017     16.036      0.000
 U13
    Category 1         0.703      0.025     27.938      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     11.052      0.000
 U21
    Category 1         0.222      0.048      4.609      0.000
    Category 2         0.778      0.048     16.135      0.000
 U22
    Category 1         0.290      0.042      6.934      0.000
    Category 2         0.710      0.042     16.963      0.000
 U23
    Category 1         0.274      0.020     13.970      0.000
    Category 2         0.726      0.020     36.984      0.000
 U24
    Category 1         0.261      0.021     12.316      0.000
    Category 2         0.739      0.021     34.794      0.000
 U25
    Category 1         0.302      0.020     14.953      0.000
    Category 2         0.698      0.020     34.554      0.000

Latent Class Pattern 2 3 2

 U11
    Category 1         0.743      0.019     38.648      0.000
    Category 2         0.257      0.019     13.374      0.000
 U12
    Category 1         0.723      0.017     41.837      0.000
    Category 2         0.277      0.017     16.036      0.000
 U13
    Category 1         0.703      0.025     27.938      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     11.052      0.000
 U21
    Category 1         0.723      0.062     11.670      0.000
    Category 2         0.277      0.062      4.466      0.000
 U22
    Category 1         0.672      0.046     14.615      0.000
    Category 2         0.328      0.046      7.125      0.000
 U23
    Category 1         0.254      0.033      7.746      0.000
    Category 2         0.746      0.033     22.776      0.000
 U24
    Category 1         0.305      0.031      9.806      0.000
    Category 2         0.695      0.031     22.366      0.000
 U25
    Category 1         0.216      0.042      5.174      0.000
    Category 2         0.784      0.042     18.729      0.000

Latent Class Pattern 2 3 3

 U11
    Category 1         0.743      0.019     38.648      0.000
    Category 2         0.257      0.019     13.374      0.000
 U12
    Category 1         0.723      0.017     41.837      0.000
    Category 2         0.277      0.017     16.036      0.000
 U13
    Category 1         0.703      0.025     27.938      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     11.052      0.000
 U21
    Category 1         0.743      0.019     38.648      0.000
    Category 2         0.257      0.019     13.374      0.000
 U22
    Category 1         0.723      0.017     41.837      0.000
    Category 2         0.277      0.017     16.036      0.000
 U23
    Category 1         0.703      0.025     27.938      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     11.052      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       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      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      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

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

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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 1 1 Compared to Latent Class Pattern 1 2 2

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

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

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      0.000
 U15
    Category > 1       0.638      0.186      3.427      0.001
 U21
    Category > 1      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

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

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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 1 1 Compared to Latent Class Pattern 1 3 2

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

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

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      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       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      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      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

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

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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 1 1 Compared to Latent Class Pattern 2 2 2

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

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

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      0.000
 U15
    Category > 1       0.638      0.186      3.427      0.001
 U21
    Category > 1      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

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

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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 1 1 Compared to Latent Class Pattern 2 3 2

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

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

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      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 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      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      0.000

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

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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      4.080      0.000
 U23
    Category > 1       1.111      0.251      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.631      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

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

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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 1 2 Compared to Latent Class Pattern 1 2 3

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      0.000

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

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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      4.080      0.000
 U23
    Category > 1       1.111      0.251      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.631      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

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

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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 1 2 Compared to Latent Class Pattern 1 3 3

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      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       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.080      0.000
 U23
    Category > 1       1.111      0.251      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.631      0.000
 U25
    Category > 1       1.566      0.457      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       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      0.000

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

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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      4.080      0.000
 U23
    Category > 1       1.111      0.251      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.631      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

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

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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 1 2 Compared to Latent Class Pattern 2 2 3

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      0.000

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

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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      4.080      0.000
 U23
    Category > 1       1.111      0.251      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.631      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

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

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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 1 2 Compared to Latent Class Pattern 2 3 3

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      0.000

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

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      0.000
 U15
    Category > 1       0.638      0.186      3.427      0.001
 U21
    Category > 1       0.099      0.029      3.418      0.001
 U22
    Category > 1       0.157      0.034      4.676      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 2

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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      4.366      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      4.138      0.000

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

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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 1 3 Compared to Latent Class Pattern 1 3 1

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       0.099      0.029      3.418      0.001
 U22
    Category > 1       0.157      0.034      4.676      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 2

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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      4.366      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      4.138      0.000

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

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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 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       0.099      0.029      3.418      0.001
 U22
    Category > 1       0.157      0.034      4.676      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 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       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.366      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      4.138      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       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      0.000
 U15
    Category > 1       0.638      0.186      3.427      0.001
 U21
    Category > 1       0.099      0.029      3.418      0.001
 U22
    Category > 1       0.157      0.034      4.676      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 2

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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      4.366      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      4.138      0.000

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

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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 1 3 Compared to Latent Class Pattern 2 3 1

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       0.099      0.029      3.418      0.001
 U22
    Category > 1       0.157      0.034      4.676      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 2

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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      4.366      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      4.138      0.000

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

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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 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       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      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      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 1 2 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      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      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       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      0.000
 U21
    Category > 1       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

Latent Class Pattern 1 2 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      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      0.000
 U21
    Category > 1      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

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

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.080      0.000
 U13
    Category > 1       1.111      0.251      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.631      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 2 1 Compared to Latent Class Pattern 2 1 2

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.080      0.000
 U13
    Category > 1       1.111      0.251      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.631      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       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

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

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.080      0.000
 U13
    Category > 1       1.111      0.251      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.631      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      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       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      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      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 1 2 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      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      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       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      0.000
 U21
    Category > 1       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

Latent Class Pattern 1 2 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      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      0.000
 U21
    Category > 1      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      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 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      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      0.000

Latent Class Pattern 1 2 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      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      0.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.080      0.000
 U23
    Category > 1       1.111      0.251      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.631      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 1 2 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      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      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       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      0.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      0.000

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

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.080      0.000
 U13
    Category > 1       1.111      0.251      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.631      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      4.080      0.000
 U23
    Category > 1       1.111      0.251      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.631      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

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

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.080      0.000
 U13
    Category > 1       1.111      0.251      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.631      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 2 2 Compared to Latent Class Pattern 2 1 3

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.080      0.000
 U13
    Category > 1       1.111      0.251      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.631      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      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      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       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.080      0.000
 U23
    Category > 1       1.111      0.251      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.631      0.000
 U25
    Category > 1       1.566      0.457      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       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      0.000

Latent Class Pattern 1 2 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      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      0.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.080      0.000
 U23
    Category > 1       1.111      0.251      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.631      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 1 2 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      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      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       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      0.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      0.000

Latent Class Pattern 1 2 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      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      0.000
 U21
    Category > 1       0.099      0.029      3.418      0.001
 U22
    Category > 1       0.157      0.034      4.676      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 2

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      0.000
 U21
    Category > 1       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.366      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      4.138      0.000

Latent Class Pattern 1 2 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      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      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       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.080      0.000
 U13
    Category > 1       1.111      0.251      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.631      0.000
 U15
    Category > 1       1.566      0.457      3.427      0.001
 U21
    Category > 1       0.099      0.029      3.418      0.001
 U22
    Category > 1       0.157      0.034      4.676      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 2

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.080      0.000
 U13
    Category > 1       1.111      0.251      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.631      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      4.366      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      4.138      0.000

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

 U11
    Category > 1       0.109      0.036      3.063      0.002
 U12
    Category > 1       0.199      0.049      4.080      0.000
 U13
    Category > 1       1.111      0.251      4.433      0.000
 U14
    Category > 1       0.807      0.174      4.631      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 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       0.099      0.029      3.418      0.001
 U22
    Category > 1       0.157      0.034      4.676      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 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       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.366      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      4.138      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       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      0.000
 U21
    Category > 1       0.099      0.029      3.418      0.001
 U22
    Category > 1       0.157      0.034      4.676      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 2

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      0.000
 U21
    Category > 1       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.366      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      4.138      0.000

Latent Class Pattern 1 2 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      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      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       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      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      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

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

 U11
    Category > 1       0.099      0.029      3.418      0.001
 U12
    Category > 1       0.157      0.034      4.676      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 1 2

 U11
    Category > 1       0.099      0.029      3.418      0.001
 U12
    Category > 1       0.157      0.034      4.676      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       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

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

 U11
    Category > 1       0.099      0.029      3.418      0.001
 U12
    Category > 1       0.157      0.034      4.676      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      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

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

 U11
    Category > 1       0.904      0.285      3.170      0.002
 U12
    Category > 1       0.786      0.180      4.366      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      4.138      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       0.904      0.285      3.170      0.002
 U12
    Category > 1       0.786      0.180      4.366      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      4.138      0.000
 U21
    Category > 1       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

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

 U11
    Category > 1       0.904      0.285      3.170      0.002
 U12
    Category > 1       0.786      0.180      4.366      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      4.138      0.000
 U21
    Category > 1      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      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       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      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      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      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 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      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      0.000

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

 U11
    Category > 1       0.099      0.029      3.418      0.001
 U12
    Category > 1       0.157      0.034      4.676      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      4.080      0.000
 U23
    Category > 1       1.111      0.251      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.631      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

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

 U11
    Category > 1       0.099      0.029      3.418      0.001
 U12
    Category > 1       0.157      0.034      4.676      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 1 3

 U11
    Category > 1       0.099      0.029      3.418      0.001
 U12
    Category > 1       0.157      0.034      4.676      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      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      0.000

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

 U11
    Category > 1       0.904      0.285      3.170      0.002
 U12
    Category > 1       0.786      0.180      4.366      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      4.138      0.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.080      0.000
 U23
    Category > 1       1.111      0.251      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.631      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

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

 U11
    Category > 1       0.904      0.285      3.170      0.002
 U12
    Category > 1       0.786      0.180      4.366      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      4.138      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       0.904      0.285      3.170      0.002
 U12
    Category > 1       0.786      0.180      4.366      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      4.138      0.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      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       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.080      0.000
 U23
    Category > 1       1.111      0.251      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.631      0.000
 U25
    Category > 1       1.566      0.457      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       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      0.000

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

 U11
    Category > 1       0.099      0.029      3.418      0.001
 U12
    Category > 1       0.157      0.034      4.676      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      3.418      0.001
 U22
    Category > 1       0.157      0.034      4.676      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 2

 U11
    Category > 1       0.099      0.029      3.418      0.001
 U12
    Category > 1       0.157      0.034      4.676      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      4.366      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      4.138      0.000

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

 U11
    Category > 1       0.099      0.029      3.418      0.001
 U12
    Category > 1       0.157      0.034      4.676      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 2 1

 U11
    Category > 1       0.904      0.285      3.170      0.002
 U12
    Category > 1       0.786      0.180      4.366      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      4.138      0.000
 U21
    Category > 1       0.099      0.029      3.418      0.001
 U22
    Category > 1       0.157      0.034      4.676      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 2

 U11
    Category > 1       0.904      0.285      3.170      0.002
 U12
    Category > 1       0.786      0.180      4.366      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      4.138      0.000
 U21
    Category > 1       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.366      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      4.138      0.000

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

 U11
    Category > 1       0.904      0.285      3.170      0.002
 U12
    Category > 1       0.786      0.180      4.366      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      4.138      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       0.099      0.029      3.418      0.001
 U22
    Category > 1       0.157      0.034      4.676      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 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       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.366      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      4.138      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       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      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      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

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

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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 2 1 1 Compared to Latent Class Pattern 2 2 2

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

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

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      0.000
 U15
    Category > 1       0.638      0.186      3.427      0.001
 U21
    Category > 1      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

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

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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 1 1 Compared to Latent Class Pattern 2 3 2

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

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

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      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 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      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      0.000

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

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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      4.080      0.000
 U23
    Category > 1       1.111      0.251      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.631      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

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

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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 2 1 2 Compared to Latent Class Pattern 2 2 3

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      0.000

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

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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      4.080      0.000
 U23
    Category > 1       1.111      0.251      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.631      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

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

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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 1 2 Compared to Latent Class Pattern 2 3 3

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      0.000

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

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      0.000
 U15
    Category > 1       0.638      0.186      3.427      0.001
 U21
    Category > 1       0.099      0.029      3.418      0.001
 U22
    Category > 1       0.157      0.034      4.676      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 2

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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      4.366      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      4.138      0.000

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

 U11
    Category > 1       9.146      2.986      3.063      0.002
 U12
    Category > 1       5.018      1.230      4.080      0.000
 U13
    Category > 1       0.900      0.203      4.433      0.000
 U14
    Category > 1       1.239      0.267      4.631      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 2 1 3 Compared to Latent Class Pattern 2 3 1

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      1.015      6.377      0.000
 U15
    Category > 1       5.924      0.947      6.253      0.000
 U21
    Category > 1       0.099      0.029      3.418      0.001
 U22
    Category > 1       0.157      0.034      4.676      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 2

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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      4.366      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      4.138      0.000

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

 U11
    Category > 1      10.116      2.960      3.418      0.001
 U12
    Category > 1       6.383      1.365      4.676      0.000
 U13
    Category > 1       6.255      0.969      6.458      0.000
 U14
    Category > 1       6.473      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 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       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      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      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      0.000

Latent Class Pattern 2 2 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      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      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       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      0.000
 U21
    Category > 1       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      3.427      0.001

Latent Class Pattern 2 2 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      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      0.000
 U21
    Category > 1      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      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 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      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      0.000

Latent Class Pattern 2 2 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      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      0.000
 U21
    Category > 1       0.109      0.036      3.063      0.002
 U22
    Category > 1       0.199      0.049      4.080      0.000
 U23
    Category > 1       1.111      0.251      4.433      0.000
 U24
    Category > 1       0.807      0.174      4.631      0.000
 U25
    Category > 1       1.566      0.457      3.427      0.001

Latent Class Pattern 2 2 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      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      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       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      0.000
 U21
    Category > 1       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      0.000

Latent Class Pattern 2 2 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      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      0.000
 U21
    Category > 1       0.099      0.029      3.418      0.001
 U22
    Category > 1       0.157      0.034      4.676      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 2

 U11
    Category > 1       1.106      0.349      3.170      0.002
 U12
    Category > 1       1.272      0.291      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      0.000
 U21
    Category > 1       0.904      0.285      3.170      0.002
 U22
    Category > 1       0.786      0.180      4.366      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      4.138      0.000

Latent Class Pattern 2 2 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      4.366      0.000
 U13
    Category > 1       6.947      1.306      5.319      0.000
 U14
    Category > 1       5.226      0.862      6.065      0.000
 U15
    Category > 1       9.279      2.243      4.138      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       9.146      2.986      3.063      0.002
 U22
    Category > 1       5.018      1.230      4.080      0.000
 U23
    Category > 1       0.900      0.203      4.433      0.000
 U24
    Category > 1       1.239      0.267      4.631      0.000
 U25
    Category > 1       0.638      0.186      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      10.116      2.960      3.418      0.001
 U22
    Category > 1       6.383      1.365      4.676      0.000
 U23
    Category > 1       6.255      0.969      6.458      0.000
 U24
    Category > 1       6.473      1.015      6.377      0.000
 U25
    Category > 1       5.924      0.947      6.253      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       1.106      0.349      3.170      0.002
 U22
    Category > 1       1.272      0.291      4.366      0.000
 U23
    Category > 1       6.947      1.306      5.319      0.000
 U24
    Category > 1       5.226      0.862      6.065      0.000
 U25
    Category > 1       9.279      2.243      4.138      0.000


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.222E-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            17            18             0


           ALPHA(C)
              C2#1          C2#2          C2#3
              ________      ________      ________
 1                 19            20             0


           BETA(C)
              CG#1          CG#2
              ________      ________
 C1#1              21             0
 C1#2              22             0
 C1#3               0             0


           BETA(C)
              CG#1          CG#2
              ________      ________
 C2#1              23             0
 C2#2              24             0
 C2#3               0             0


           BETA(CC) FOR CG#1
              C1#1          C1#2          C1#3
              ________      ________      ________
 C2#1              25            27             0
 C2#2              26            28             0
 C2#3               0             0             0


           BETA(CC) FOR CG#2
              C1#1          C1#2          C1#3
              ________      ________      ________
 C2#1              29            31             0
 C2#2              30            32             0
 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              0.000         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           0.000         0.000
 C1#2           0.000         0.000
 C1#3           0.000         0.000


           BETA(C)
              CG#1          CG#2
              ________      ________
 C2#1           0.000         0.000
 C2#2           0.000         0.000
 C2#3           0.000         0.000


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


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


TECHNICAL 15 OUTPUT


     ESTIMATED CONDITIONAL PROBABILITIES FOR THE CLASS VARIABLES

     P(CG=1)=0.503
     P(CG=2)=0.497


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


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


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


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


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


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


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


     P(C2=1|CG=2,C1=3)=0.249
     P(C2=2|CG=2,C1=3)=0.530
     P(C2=3|CG=2,C1=3)=0.221



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 -0.14799180D+05   98.3892853    0.0066044    107.007    80.807    EM
                                                     75.358   105.170
                                                     91.328   101.148
                                                    137.189   135.430
                                                    173.562   156.084
                                                    114.704   103.476
                                                    133.187   101.566
                                                     92.596   115.796
                                                     91.414    84.176
     3 -0.14728864D+05   70.3160315    0.0047513    111.161    71.907    EM
                                                     62.038   102.018
                                                     81.802    92.872
                                                    142.190   139.701
                                                    203.310   174.102
                                                    113.670    99.944
                                                    143.567    99.981
                                                     88.937   113.439
                                                     83.947    75.413
     4 -0.14695531D+05   33.3329386    0.0022631    117.841    67.106    EM
                                                     52.973   100.699
                                                     75.426    85.697
                                                    142.609   139.658
                                                    224.990   184.526
                                                    111.275    96.729
                                                    153.372   101.639
                                                     88.989   108.587
                                                     78.764    69.120
     5 -0.14680561D+05   14.9699220    0.0010187    125.309    64.718    EM
                                                     46.975   100.448
                                                     71.144    80.015
                                                    141.222   137.483
                                                    239.687   189.222
                                                    107.694    93.767
                                                    163.277   105.419
                                                     91.461   102.791
                                                     75.119    64.250
     6 -0.14671172D+05    9.3894206    0.0006396    132.656    63.590    EM
                                                     42.932   100.563
                                                     67.937    75.586
                                                    139.659   134.385
                                                    249.692   190.461
                                                    102.950    90.872
                                                    173.683   110.283
                                                     95.351    96.889
                                                     72.396    60.115
     7 -0.14662963D+05    8.2091028    0.0005595    139.475    63.130    EM
                                                     40.142   100.715
                                                     65.258    72.131
                                                    138.581   130.900
                                                    256.667   189.688
                                                     97.126    87.890
                                                    184.746   115.602
                                                    100.085    91.190
                                                     70.288    56.385
     8 -0.14654574D+05    8.3888614    0.0005721    145.573    63.097    EM
                                                     38.201   100.793
                                                     62.871    69.430
                                                    138.167   127.269
                                                    261.598   187.737
                                                     90.422    84.757
                                                    196.391   120.990
                                                    105.308    85.774
                                                     68.683    52.938
     9 -0.14645617D+05    8.9571306    0.0006112    150.814    63.433    EM
                                                     36.865   100.797
                                                     60.702    67.316
                                                    138.387   123.623
                                                    265.063   185.181
                                                     83.174    81.527
                                                    208.277   126.138
                                                    110.723    80.663
                                                     67.567    49.750
    10 -0.14636278D+05    9.3385572    0.0006376    155.060    64.167    EM
                                                     35.975   100.770
                                                     58.760    65.658
                                                    139.108   120.071
                                                    267.430   182.519
                                                     75.820    78.352
                                                    219.805   130.769
                                                    116.009    75.895
                                                     66.979    46.852


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16423249D+05    0.0000000    0.0000000     80.799   206.498    EM
                                                    441.626    69.674
                                                     29.012   168.543
                                                      0.107     7.877
                                                      2.864   409.616
                                                      4.602     3.666
                                                    345.275     2.500
                                                      3.857    64.717
                                                    110.010    48.758
     2 -0.15121520D+05 1301.7285299    0.0792613    186.303   202.620    EM
                                                    383.639   100.945
                                                     22.994    93.728
                                                      0.464    12.005
                                                      4.302   335.316
                                                      5.799     3.339
                                                    414.044     4.637
                                                      5.198    76.778
                                                    107.375    40.514
     3 -0.15006647D+05  114.8732694    0.0075967    188.470   229.420    EM
                                                    383.774    83.272
                                                     27.200    69.585
                                                      0.684    18.054
                                                      6.540   336.086
                                                      7.270     3.221
                                                    400.464     5.919
                                                      4.904    73.433
                                                    123.831    37.871
     4 -0.14940476D+05   66.1707189    0.0044094    186.657   248.819    EM
                                                    384.074    68.475
                                                     33.256    51.903
                                                      0.916    23.692
                                                      9.208   329.778
                                                      9.300     3.048
                                                    388.119     8.289
                                                      4.550    69.972
                                                    144.382    35.562
     5 -0.14895799D+05   44.6769340    0.0029903    184.302   257.702    EM
                                                    385.322    57.527
                                                     40.669    39.581
                                                      1.171    28.273
                                                     12.453   322.229
                                                     11.943     2.893
                                                    373.828    12.547
                                                      4.160    66.722
                                                    164.918    33.761
     6 -0.14867239D+05   28.5602050    0.0019173    182.778   257.628    EM
                                                    387.360    49.994
                                                     48.683    31.309
                                                      1.453    31.519
                                                     16.276   315.967
                                                     15.027     2.778
                                                    357.684    19.862
                                                      3.773    63.869
                                                    181.604    32.436
     7 -0.14847615D+05   19.6236066    0.0013199    182.001   252.186    EM
                                                    389.164    45.021
                                                     56.875    25.831
                                                      1.754    33.638
                                                     20.529   311.286
                                                     18.211     2.697
                                                    340.293    31.263
                                                      3.418    61.419
                                                    192.969    31.443
     8 -0.14831628D+05   15.9875728    0.0010768    181.505   244.433    EM
                                                    389.857    41.804
                                                     65.218    22.170
                                                      2.063    34.990
                                                     24.962   307.542
                                                     21.153     2.636
                                                    322.485    46.670
                                                      3.104    59.296
                                                    199.477    30.636
     9 -0.14817451D+05   14.1772541    0.0009559    180.927   236.287    EM
                                                    389.031    39.750
                                                     73.777    19.671
                                                      2.364    35.881
                                                     29.312   303.983
                                                     23.658     2.583
                                                    305.633    64.546
                                                      2.839    57.407
                                                    202.449    29.902
    10 -0.14804896D+05   12.5543200    0.0008473    180.073   228.770    EM
                                                    386.662    38.452
                                                     82.569    17.922
                                                      2.646    36.527
                                                     33.378   299.965
                                                     25.701     2.530
                                                    291.005    82.990
                                                      2.622    55.660
                                                    203.359    29.169


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21220385D+05    0.0000000    0.0000000     13.180     0.002    EM
                                                      5.739    49.995
                                                    399.523   392.190
                                                    115.189     0.626
                                                     30.555    83.743
                                                    318.004    28.218
                                                    285.521    15.769
                                                      3.890   108.092
                                                     75.417    74.345
     2 -0.15306582D+05 5913.8033843    0.2786850     22.027     0.003    EM
                                                      7.896    50.648
                                                    425.787   316.470
                                                    149.441     0.881
                                                     33.848    76.762
                                                    353.607    26.637
                                                    279.347    22.582
                                                      4.293    88.355
                                                     78.092    63.326
     3 -0.15135410D+05  171.1714063    0.0111829     30.346     0.005    EM
                                                     10.539    46.727
                                                    424.982   275.830
                                                    178.141     1.125
                                                     39.306    72.903
                                                    376.943    25.175
                                                    271.259    29.046
                                                      4.307    78.050
                                                     79.026    56.291
     4 -0.15059653D+05   75.7572836    0.0050053     33.188     0.006    EM
                                                     11.721    42.042
                                                    415.709   244.677
                                                    210.171     1.426
                                                     48.060    70.510
                                                    396.826    24.229
                                                    265.675    33.420
                                                      4.243    70.368
                                                     76.914    50.814
     5 -0.14981881D+05   77.7717627    0.0051642     32.348     0.007    EM
                                                     11.837    36.917
                                                    397.856   212.794
                                                    250.229     1.848
                                                     63.165    69.121
                                                    414.148    24.609
                                                    260.724    36.658
                                                      4.344    63.658
                                                     72.374    47.362
     6 -0.14882590D+05   99.2912623    0.0066274     29.642     0.007    EM
                                                     11.112    32.218
                                                    376.344   179.550
                                                    289.681     2.350
                                                     86.097    68.271
                                                    427.350    27.942
                                                    254.503    38.776
                                                      4.965    57.765
                                                     66.540    46.889
     7 -0.14788770D+05   93.8201146    0.0063040     27.334     0.007    EM
                                                     10.155    28.989
                                                    362.008   150.442
                                                    312.078     2.785
                                                    113.201    67.566
                                                    434.800    36.367
                                                    245.566    39.695
                                                      6.577    53.016
                                                     60.887    48.526
     8 -0.14730739D+05   58.0310430    0.0039240     26.266     0.007    EM
                                                      9.430    27.255
                                                    357.937   129.165
                                                    315.714     3.088
                                                    138.139    66.668
                                                    436.752    51.051
                                                    233.533    39.603
                                                      9.541    49.681
                                                     56.473    49.696
     9 -0.14700272D+05   30.4668404    0.0020682     26.053     0.007    EM
                                                      9.005    26.346
                                                    358.732   114.671
                                                    310.618     3.316
                                                    158.251    65.462
                                                    435.660    69.717
                                                    219.306    38.934
                                                     13.526    47.812
                                                     53.675    48.909
    10 -0.14683363D+05   16.9086373    0.0011502     26.264     0.008    EM
                                                      8.813    25.773
                                                    360.010   104.765
                                                    303.648     3.529
                                                    174.191    64.193
                                                    434.630    87.710
                                                    204.622    38.096
                                                     17.431    47.238
                                                     52.317    46.763


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17986198D+05    0.0000000    0.0000000      2.023    49.705    EM
                                                      0.085    44.668
                                                    443.626    48.031
                                                     56.903   341.315
                                                     20.644    87.340
                                                     18.137   357.149
                                                      5.936   234.131
                                                     17.181    84.492
                                                    123.017    65.617
     2 -0.15206607D+05 2779.5905186    0.1545402      2.274    49.180    EM
                                                      0.103    48.574
                                                    411.009    56.560
                                                     66.163   346.324
                                                     26.812    82.545
                                                     20.153   325.377
                                                      6.567   278.578
                                                     18.539    78.278
                                                    124.338    58.625
     3 -0.15066028D+05  140.5792692    0.0092446      2.276    47.241    EM
                                                      0.111    48.325
                                                    387.753    60.871
                                                     69.557   358.243
                                                     32.624    83.974
                                                     22.283   309.959
                                                      6.872   302.019
                                                     18.458    75.515
                                                    121.129    52.790
     4 -0.15001327D+05   64.7016158    0.0042945      2.232    45.042    EM
                                                      0.113    46.698
                                                    365.172    63.062
                                                     70.586   374.246
                                                     39.849    90.256
                                                     24.495   296.530
                                                      7.145   314.524
                                                     17.496    76.422
                                                    118.296    47.837
     5 -0.14942850D+05   58.4766998    0.0038981      2.269    43.569    EM
                                                      0.116    45.143
                                                    341.207    66.010
                                                     69.658   387.502
                                                     51.526   101.213
                                                     27.021   277.888
                                                      7.530   322.881
                                                     16.098    80.268
                                                    116.300    43.801
     6 -0.14879578D+05   63.2717406    0.0042342      2.449    43.557    EM
                                                      0.124    44.504
                                                    318.485    71.294
                                                     66.103   389.042
                                                     71.442   115.855
                                                     29.850   253.206
                                                      7.983   329.720
                                                     14.619    85.474
                                                    114.956    41.336
     7 -0.14814226D+05   65.3516368    0.0043920      2.792    45.120    EM
                                                      0.138    45.266
                                                    300.215    78.723
                                                     59.957   371.951
                                                    102.838   130.987
                                                     32.895   226.727
                                                      8.362   336.758
                                                     13.393    89.509
                                                    113.489    40.880
     8 -0.14754406D+05   59.8209782    0.0040381      3.262    47.734    EM
                                                      0.152    47.400
                                                    287.841    85.842
                                                     52.626   339.387
                                                    142.756   142.596
                                                     36.112   203.788
                                                      8.533   344.994
                                                     12.586    90.704
                                                    111.315    42.372
     9 -0.14709442D+05   44.9638194    0.0030475      3.773    50.598    EM
                                                      0.163    50.421
                                                    280.656    90.374
                                                     46.024   304.365
                                                    180.625   148.771
                                                     39.514   187.111
                                                      8.445   353.775
                                                     12.175    89.383
                                                    108.458    45.368
    10 -0.14682258D+05   27.1841270    0.0018481      4.246    53.157    EM
                                                      0.171    53.719
                                                    276.375    92.168
                                                     41.144   276.712
                                                    209.309   150.421
                                                     43.157   176.485
                                                      8.132   361.443
                                                     12.043    86.919
                                                    105.302    49.099


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17935018D+05    0.0000000    0.0000000     56.902    69.712    EM
                                                    688.015     1.537
                                                    183.977     0.463
                                                      0.058     5.697
                                                      0.638    18.704
                                                    373.868    60.847
                                                    212.748     7.935
                                                     83.128    97.601
                                                     77.147    61.022
     2 -0.15166460D+05 2768.5579884    0.1543661     81.977    79.627    EM
                                                    640.674     2.183
                                                    193.850     0.499
                                                      0.093     7.279
                                                      0.817    20.323
                                                    340.530    75.828
                                                    193.179     7.135
                                                     91.678   104.887
                                                     81.179    78.262
     3 -0.15043051D+05  123.4087916    0.0081370    116.071    85.978    EM
                                                    591.919     2.861
                                                    199.835     0.508
                                                      0.134     8.689
                                                      1.005    19.963
                                                    315.887    86.512
                                                    176.798     6.696
                                                     98.636   107.323
                                                     86.900    94.284
     4 -0.14987059D+05   55.9923328    0.0037221    155.873    89.503    EM
                                                    541.748     3.545
                                                    204.314     0.515
                                                      0.181    10.093
                                                      1.228    19.034
                                                    294.616    92.436
                                                    163.298     6.393
                                                    104.614   108.846
                                                     93.221   110.543
     5 -0.14938190D+05   48.8691555    0.0032608    204.445    89.560    EM
                                                    485.262     4.350
                                                    208.968     0.532
                                                      0.245    12.056
                                                      1.582    18.118
                                                    273.840    95.549
                                                    152.445     6.145
                                                    109.661   110.295
                                                     99.621   127.326
     6 -0.14885844D+05   52.3454146    0.0035041    257.816    85.464    EM
                                                    424.342     5.292
                                                    215.847     0.570
                                                      0.339    15.130
                                                      2.200    17.599
                                                    254.538    96.262
                                                    144.922     5.940
                                                    113.458   111.808
                                                    105.327   143.145
     7 -0.14832665D+05   53.1792934    0.0035725    306.477    77.981    EM
                                                    364.677     6.360
                                                    227.254     0.638
                                                      0.476    19.884
                                                      3.252    17.841
                                                    238.499    94.913
                                                    141.346     5.798
                                                    115.853   113.222
                                                    109.759   155.768
     8 -0.14785409D+05   47.2559789    0.0031859    342.149    69.209    EM
                                                    311.973     7.549
                                                    243.484     0.734
                                                      0.664    26.409
                                                      4.828    19.134
                                                    226.433    92.023
                                                    141.337     5.733
                                                    117.180   114.171
                                                    112.910   164.079
     9 -0.14748563D+05   36.8458228    0.0024920    363.394    61.124    EM
                                                    269.655     8.894
                                                    261.701     0.840
                                                      0.903    33.757
                                                      6.732    21.620
                                                    217.380    88.180
                                                    143.318     5.742
                                                    118.140   114.230
                                                    115.326   169.065
    10 -0.14723210D+05   25.3535416    0.0017191    373.844    54.722    EM
                                                    238.552    10.458
                                                    278.314     0.936
                                                      1.181    40.438
                                                      8.554    25.227
                                                    209.810    83.901
                                                    145.413     5.809
                                                    119.370   113.171
                                                    117.661   172.637


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19285260D+05    0.0000000    0.0000000      0.009    16.777    EM
                                                      7.721     3.628
                                                    406.619   269.671
                                                      9.633    43.582
                                                    249.361    88.541
                                                    109.311     9.421
                                                     52.609    16.335
                                                    405.442   100.493
                                                    101.860   108.988
     2 -0.15072353D+05 4212.9069692    0.2184522      0.012    26.784    EM
                                                      9.326     3.816
                                                    348.107   264.783
                                                     10.889    64.241
                                                    279.042    68.620
                                                    107.897     9.578
                                                     48.239    27.600
                                                    389.777    92.699
                                                    122.517   126.073
     3 -0.14908883D+05  163.4699854    0.0108457      0.014    34.498    EM
                                                     10.638     3.938
                                                    327.603   262.891
                                                     10.869    75.392
                                                    281.157    62.735
                                                    105.396    10.077
                                                     43.869    43.169
                                                    357.753    93.961
                                                    130.573   145.467
     4 -0.14838897D+05   69.9852898    0.0046942      0.015    37.668    EM
                                                     10.826     4.028
                                                    324.658   263.582
                                                     10.544    78.902
                                                    276.777    60.854
                                                    102.755    10.747
                                                     40.504    54.452
                                                    328.624    96.794
                                                    131.649   166.621
     5 -0.14792806D+05   46.0914273    0.0031061      0.015    38.511    EM
                                                     10.702     4.079
                                                    329.259   264.163
                                                     10.153    78.594
                                                    271.524    61.140
                                                    100.751    11.553
                                                     37.840    62.747
                                                    302.718    99.746
                                                    129.170   187.335
     6 -0.14756939D+05   35.8671432    0.0024246      0.014    37.872    EM
                                                     10.471     4.087
                                                    337.057   263.959
                                                      9.786    76.401
                                                    267.352    62.876
                                                     99.831    12.501
                                                     35.672    68.682
                                                    279.617   102.163
                                                    125.242   206.416
     7 -0.14728481D+05   28.4573508    0.0019284      0.014    36.412    EM
                                                     10.238     4.057
                                                    345.286   262.902
                                                      9.487    73.546
                                                    265.058    65.707
                                                    100.179    13.614
                                                     33.867    72.832
                                                    258.999   103.643
                                                    120.961   223.198
     8 -0.14707156D+05   21.3253699    0.0014479      0.013    34.655    EM
                                                     10.058     4.002
                                                    352.273   261.211
                                                      9.271    70.749
                                                    264.768    69.386
                                                    101.727    14.923
                                                     32.361    75.632
                                                    240.876   103.892
                                                    116.754   237.448
     9 -0.14692249D+05   14.9074703    0.0010136      0.013    32.927    EM
                                                      9.949     3.934
                                                    357.341   259.199
                                                      9.136    68.349
                                                    266.154    73.681
                                                    104.254    16.462
                                                     31.126    77.366
                                                    225.345   102.734
                                                    112.716   249.316
    10 -0.14682236D+05   10.0121083    0.0006815      0.012    31.389    EM
                                                      9.907     3.861
                                                    360.513   257.143
                                                      9.068    66.441
                                                    268.666    78.376
                                                    107.483    18.271
                                                     30.138    78.222
                                                    212.352   100.131
                                                    108.819   259.208


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22732143D+05    0.0000000    0.0000000      0.016     0.498    EM
                                                      5.587     1.940
                                                    644.760    45.402
                                                     15.745   196.222
                                                     96.830    17.532
                                                      1.316    48.461
                                                      0.034   292.911
                                                    102.101    14.971
                                                    188.594   327.079
     2 -0.15096232D+05 7635.9105026    0.3359081      0.020     0.485    EM
                                                      9.037     2.241
                                                    650.220    62.852
                                                     16.752   163.236
                                                    102.157    19.923
                                                      1.299    37.323
                                                      0.044   315.309
                                                    114.906    19.677
                                                    203.108   281.412
     3 -0.14905255D+05  190.9775786    0.0126507      0.035     0.575    EM
                                                     15.568     3.115
                                                    635.288    84.243
                                                     21.524   135.003
                                                    111.649    26.381
                                                      1.293    31.722
                                                      0.060   309.147
                                                    126.998    28.463
                                                    207.712   261.223
     4 -0.14803253D+05  102.0023358    0.0068434      0.067     0.664    EM
                                                     25.176     4.992
                                                    608.427   107.664
                                                     29.503   111.364
                                                    119.143    32.233
                                                      1.302    27.315
                                                      0.088   296.206
                                                    141.432    40.568
                                                    208.225   245.631
     5 -0.14739211D+05   64.0411616    0.0043262      0.119     0.746    EM
                                                     35.848     8.381
                                                    577.530   130.525
                                                     37.957    94.432
                                                    121.463    34.951
                                                      1.370    24.002
                                                      0.129   281.224
                                                    156.983    53.720
                                                    208.348   232.273
     6 -0.14703042D+05   36.1693316    0.0024540      0.186     0.798    EM
                                                     44.591    13.488
                                                    549.691   149.235
                                                     44.339    83.917
                                                    120.754    35.384
                                                      1.504    21.749
                                                      0.182   264.964
                                                    171.406    65.767
                                                    209.585   222.459
     7 -0.14682964D+05   20.0777424    0.0013656      0.261     0.837    EM
                                                     51.110    19.931
                                                    526.774   162.425
                                                     48.470    77.885
                                                    119.307    34.961
                                                      1.700    20.330
                                                      0.245   248.396
                                                    183.266    76.209
                                                    211.844   216.049
     8 -0.14670552D+05   12.4121695    0.0008453      0.340     0.882    EM
                                                     56.309    26.913
                                                    508.133   170.664
                                                     51.155    74.632
                                                    117.972    34.427
                                                      1.941    19.478
                                                      0.316   232.425
                                                    192.234    85.368
                                                    214.611   212.201
     9 -0.14661785D+05    8.7666886    0.0005976      0.420     0.940    EM
                                                     60.897    33.733
                                                    492.718   175.229
                                                     53.101    73.038
                                                    116.923    34.047
                                                      2.212    18.986
                                                      0.393   217.508
                                                    198.601    93.642
                                                    217.476   210.137
    10 -0.14654913D+05    6.8722541    0.0004687      0.504     1.015    EM
                                                     65.238    40.022
                                                    479.636   177.321
                                                     54.740    72.405
                                                    116.119    33.877
                                                      2.499    18.714
                                                      0.475   203.764
                                                    202.853   101.300
                                                    220.209   209.309


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.25573146D+05    0.0000000    0.0000000    125.044     4.489    EM
                                                      3.694    25.812
                                                    216.313   181.020
                                                    270.463   102.805
                                                     77.359     0.831
                                                    240.890    61.786
                                                      1.148    78.462
                                                      1.934    80.933
                                                    370.165   156.851
     2 -0.15182335D+05 ************    0.4063173    119.098     5.067    EM
                                                      4.832    25.309
                                                    248.400   212.016
                                                    210.192   103.756
                                                     78.331     1.950
                                                    233.572    77.466
                                                      2.652    85.218
                                                      2.654   126.264
                                                    301.766   161.459
     3 -0.14922620D+05  259.7150683    0.0171064    116.125     5.529    EM
                                                      5.793    24.831
                                                    269.210   225.091
                                                    181.867   102.742
                                                     75.812     5.601
                                                    210.961    81.183
                                                      5.915    81.559
                                                      2.942   191.126
                                                    258.470   155.242
     4 -0.14825860D+05   96.7600482    0.0064841    117.393     6.232    EM
                                                      6.734    24.790
                                                    284.231   229.371
                                                    166.340   100.270
                                                     71.638    11.978
                                                    186.619    79.169
                                                      8.703    75.409
                                                      3.029   244.628
                                                    231.463   152.002
     5 -0.14771863D+05   53.9974977    0.0036421    120.641     7.289    EM
                                                      7.954    25.449
                                                    295.509   228.717
                                                    157.326    97.046
                                                     67.069    21.171
                                                    164.159    75.288
                                                     10.461    69.764
                                                      3.109   282.980
                                                    213.778   152.289
     6 -0.14737286D+05   34.5767505    0.0023407    124.864     8.727    EM
                                                      9.523    26.884
                                                    303.386   225.158
                                                    152.124    93.578
                                                     62.757    31.827
                                                    145.052    71.051
                                                     11.328    65.277
                                                      3.251   308.094
                                                    201.608   155.511
     7 -0.14712691D+05   24.5945610    0.0016689    129.391    10.530    EM
                                                     11.461    29.111
                                                    307.898   220.131
                                                    149.154    90.247
                                                     59.075    42.447
                                                    129.309    67.022
                                                     11.742    61.869
                                                      3.488   323.886
                                                    192.451   160.786
     8 -0.14694079D+05   18.6120878    0.0012650    133.724    12.645    EM
                                                     13.779    32.122
                                                    309.241   214.631
                                                    147.430    87.269
                                                     56.160    52.248
                                                    116.424    63.345
                                                     12.044    59.335
                                                      3.851   333.459
                                                    184.902   167.392
     9 -0.14679623D+05   14.4562381    0.0009838    137.522    14.987    EM
                                                     16.479    35.873
                                                    307.876   209.231
                                                    146.339    84.706
                                                     53.987    61.036
                                                    105.864    60.019
                                                     12.432    57.465
                                                      4.374   338.799
                                                    178.234   174.779
    10 -0.14668213D+05   11.4104109    0.0007773    140.597    17.447    EM
                                                     19.566    40.284
                                                    304.446   204.170
                                                    145.512    82.523
                                                     52.455    68.902
                                                     97.198    57.012
                                                     13.001    56.055
                                                      5.096   341.119
                                                    172.096   182.522


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21814694D+05    0.0000000    0.0000000    271.516     5.861    EM
                                                     28.804     6.734
                                                      9.613    18.575
                                                    244.039   310.137
                                                    111.721   618.185
                                                      7.915    23.677
                                                      0.382    23.165
                                                      5.634   116.697
                                                    174.958    22.387
     2 -0.14939653D+05 6875.0408828    0.3151564    323.509     6.843    EM
                                                     42.418     8.057
                                                     10.504    28.061
                                                    220.514   214.145
                                                    152.948   604.997
                                                      8.853    46.501
                                                      0.418    25.931
                                                     10.929   109.407
                                                    151.534    34.430
     3 -0.14774515D+05  165.1382823    0.0110537    344.889     7.063    EM
                                                     49.299     8.744
                                                     10.904    34.049
                                                    194.962   167.462
                                                    189.629   585.937
                                                      8.877    81.936
                                                      0.436    26.760
                                                     16.204    98.326
                                                    129.897    44.627
     4 -0.14719919D+05   54.5956488    0.0036953    353.244     7.060    EM
                                                     52.065     8.983
                                                     10.854    37.797
                                                    182.430   143.554
                                                    211.014   576.511
                                                      8.805   103.977
                                                      0.446    27.169
                                                     19.823    91.323
                                                    116.759    48.186
     5 -0.14695374D+05   24.5450559    0.0016675    357.215     7.001    EM
                                                     52.994     9.140
                                                     10.788    40.593
                                                    175.531   128.772
                                                    224.966   570.033
                                                      8.695   119.499
                                                      0.457    27.510
                                                     22.505    86.899
                                                    108.282    49.119
     6 -0.14684169D+05   11.2051937    0.0007625    359.082     6.923    EM
                                                     52.924     9.262
                                                     10.732    42.776
                                                    172.095   118.893
                                                    234.313   565.490
                                                      8.567   130.034
                                                      0.469    27.858
                                                     24.504    84.348
                                                    102.885    48.846
     7 -0.14678902D+05    5.2668091    0.0003587    359.865     6.837    EM
                                                     52.314     9.364
                                                     10.680    44.532
                                                    170.759   111.824
                                                    240.826   562.182
                                                      8.427   137.074
                                                      0.482    28.218
                                                     26.042    83.012
                                                     99.450    48.113
     8 -0.14676274D+05    2.6280844    0.0001790    360.095     6.750    EM
                                                     51.424     9.449
                                                     10.626    45.986
                                                    170.676   106.439
                                                    245.555   559.641
                                                      8.277   141.760
                                                      0.496    28.583
                                                     27.290    82.423
                                                     97.259    47.271
     9 -0.14674854D+05    1.4203772    0.0000968    360.059     6.664    EM
                                                     50.405     9.521
                                                     10.566    47.228
                                                    171.335   102.100
                                                    249.123   557.578
                                                      8.116   144.872
                                                      0.511    28.953
                                                     28.368    82.275
                                                     95.857    46.470
    10 -0.14674010D+05    0.8432180    0.0000575    359.905     6.581    EM
                                                     49.343     9.580
                                                     10.499    48.319
                                                    172.432    98.432
                                                    251.908   555.824
                                                      7.946   146.916
                                                      0.528    29.328
                                                     29.358    82.375
                                                     94.962    45.764


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23159677D+05    0.0000000    0.0000000      0.083   120.370    EM
                                                    207.028     2.220
                                                     30.030   105.984
                                                     13.040   179.771
                                                    348.473     5.682
                                                    176.853    27.569
                                                     93.788    88.837
                                                     37.034    40.089
                                                    294.484   228.664
     2 -0.15251400D+05 7908.2764106    0.3414675      0.173    80.983    EM
                                                    145.238     5.992
                                                     44.536   147.528
                                                     30.290   192.710
                                                    359.552    11.455
                                                    135.743    32.759
                                                    120.765    76.413
                                                     41.714    64.519
                                                    247.917   261.715
     3 -0.14992545D+05  258.8553031    0.0169726      0.801    59.576    EM
                                                    113.961    13.944
                                                     57.125   180.058
                                                     68.753   181.987
                                                    330.794    26.799
                                                    111.260    34.007
                                                    128.853    68.661
                                                     41.072    88.762
                                                    223.899   269.686
     4 -0.14893923D+05   98.6220769    0.0065781      2.508    45.792    EM
                                                     95.540    21.689
                                                     67.887   201.063
                                                    102.313   170.497
                                                    299.712    40.193
                                                     98.428    33.261
                                                    127.453    62.020
                                                     39.656   104.263
                                                    211.057   276.669
     5 -0.14836317D+05   57.6060247    0.0038678      6.542    36.305    EM
                                                     84.326    27.892
                                                     80.149   218.183
                                                    125.704   159.549
                                                    268.350    52.972
                                                     89.655    32.342
                                                    119.807    55.874
                                                     38.025   116.675
                                                    202.558   285.091
     6 -0.14793816D+05   42.5007671    0.0028646     13.401    29.536    EM
                                                     77.462    32.239
                                                     95.542   232.740
                                                    138.223   149.561
                                                    238.296    64.628
                                                     82.592    31.461
                                                    108.765    49.841
                                                     36.426   128.294
                                                    195.381   295.612
     7 -0.14754682D+05   39.1339363    0.0026453     21.825    24.727    EM
                                                     73.716    35.318
                                                    114.560   243.406
                                                    143.099   140.035
                                                    210.314    74.631
                                                     76.015    30.539
                                                     96.336    44.069
                                                     35.149   140.096
                                                    188.047   308.118
     8 -0.14716493D+05   38.1890977    0.0025883     30.304    21.403    EM
                                                     72.631    37.679
                                                    136.156   248.382
                                                    143.778   130.757
                                                    185.910    82.411
                                                     69.506    29.496
                                                     84.039    38.965
                                                     34.534   151.840
                                                    180.228   321.982
     9 -0.14682249D+05   34.2437991    0.0023269     38.090    19.119    EM
                                                     73.673    39.660
                                                    157.775   247.388
                                                    142.808   122.007
                                                    166.480    87.706
                                                     63.222    28.311
                                                     73.042    34.871
                                                     34.857   162.663
                                                    172.365   335.962
    10 -0.14655680D+05   26.5699079    0.0018097     44.868    17.533    EM
                                                     76.225    41.520
                                                    176.641   242.094
                                                    141.635   114.227
                                                    152.257    90.840
                                                     57.568    27.039
                                                     63.964    31.858
                                                     36.207   171.828
                                                    165.141   348.555


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22354987D+05    0.0000000    0.0000000    306.046    12.820    EM
                                                     64.465   105.141
                                                      7.204    18.860
                                                    271.011    17.693
                                                    203.760   567.691
                                                     31.961    18.370
                                                    161.979    19.149
                                                     13.567    91.770
                                                     69.169    19.345
     2 -0.14905132D+05 7449.8546622    0.3332525    335.810    17.305    EM
                                                     87.161    85.758
                                                      7.775    20.684
                                                    227.275    17.894
                                                    207.338   596.927
                                                     50.468    37.544
                                                    118.138    14.420
                                                     14.277    83.839
                                                     55.116    22.271
     3 -0.14766500D+05  138.6321995    0.0093010    350.989    19.095    EM
                                                     92.906    80.201
                                                      8.672    22.802
                                                    208.474    18.261
                                                    205.600   592.181
                                                     62.818    63.324
                                                    102.887    12.214
                                                     15.092    77.076
                                                     45.025    22.384
     4 -0.14720088D+05   46.4116540    0.0031430    359.487    19.560    EM
                                                     91.278    78.109
                                                      9.513    24.501
                                                    199.319    18.925
                                                    206.307   590.323
                                                     68.652    77.985
                                                     95.517    10.954
                                                     14.886    74.063
                                                     39.089    21.531
     5 -0.14697159D+05   22.9293596    0.0015577    365.115    19.522    EM
                                                     87.650    77.079
                                                     10.267    25.997
                                                    194.159    19.561
                                                    207.650   588.093
                                                     71.736    87.541
                                                     92.281    10.200
                                                     14.618    72.804
                                                     35.145    20.580
     6 -0.14685032D+05   12.1272148    0.0008251    369.184    19.294    EM
                                                     83.759    76.307
                                                     10.892    27.277
                                                    191.100    20.086
                                                    209.101   585.515
                                                     73.171    94.036
                                                     91.442     9.768
                                                     14.460    72.459
                                                     32.411    19.738
     7 -0.14678527D+05    6.5043805    0.0004429    372.255    19.018    EM
                                                     80.226    75.518
                                                     11.384    28.361
                                                    189.285    20.486
                                                    210.467   582.691
                                                     73.575    98.691
                                                     92.074     9.554
                                                     14.449    72.494
                                                     30.442    19.031
     8 -0.14674864D+05    3.6632224    0.0002496    374.581    18.758    EM
                                                     77.218    74.634
                                                     11.760    29.288
                                                    188.281    20.775
                                                    211.706   579.693
                                                     73.312   102.249
                                                     93.677     9.502
                                                     14.586    72.576
                                                     28.973    18.432
     9 -0.14672522D+05    2.3415888    0.0001596    376.293    18.539    EM
                                                     74.730    73.653
                                                     12.043    30.100
                                                    187.846    20.976
                                                    212.821   576.545
                                                     72.600   105.154
                                                     95.997     9.583
                                                     14.868    72.504
                                                     27.840    17.909
    10 -0.14670715D+05    1.8070123    0.0001232    377.474    18.368    EM
                                                     72.697    72.599
                                                     12.256    30.834
                                                    187.837    21.112
                                                    213.822   573.228
                                                     71.561   107.675
                                                     98.913     9.781
                                                     15.296    72.171
                                                     26.941    17.433


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18470778D+05    0.0000000    0.0000000      1.307   328.724    EM
                                                    175.700    60.072
                                                     25.215    21.174
                                                     19.801   208.699
                                                    166.308    10.969
                                                     77.505    91.344
                                                    329.147   332.348
                                                     52.469    30.179
                                                     60.078     8.960
     2 -0.14783728D+05 3687.0500658    0.1996153      1.656   280.573    EM
                                                    108.062    98.939
                                                     31.718    22.750
                                                     31.064   239.158
                                                    193.081    12.938
                                                     74.294    85.686
                                                    326.964   323.203
                                                     60.829    30.472
                                                     66.721    11.892
     3 -0.14692121D+05   91.6076459    0.0061965      2.160   252.140    EM
                                                     81.257   131.119
                                                     36.353    25.113
                                                     39.175   236.160
                                                    203.523    14.329
                                                     68.932    80.606
                                                    324.400   313.816
                                                     70.296    31.114
                                                     73.842    15.666
     4 -0.14662994D+05   29.1264742    0.0019825      2.476   234.023    EM
                                                     67.149   153.560
                                                     38.838    26.602
                                                     44.734   227.831
                                                    211.785    15.506
                                                     64.027    75.564
                                                    323.367   305.152
                                                     79.222    31.268
                                                     79.626    19.269
     5 -0.14648556D+05   14.4379742    0.0009847      2.721   219.988    EM
                                                     58.440   170.106
                                                     40.484    28.235
                                                     49.323   218.580
                                                    219.122    16.804
                                                     59.827    70.729
                                                    323.235   297.534
                                                     87.541    30.929
                                                     84.031    22.368
     6 -0.14639655D+05    8.9014618    0.0006077      2.933   208.592    EM
                                                     52.520   181.960
                                                     41.667    30.109
                                                     53.474   209.921
                                                    225.823    18.326
                                                     56.307    66.249
                                                    323.288   290.847
                                                     95.355    30.272
                                                     87.437    24.919
     7 -0.14633457D+05    6.1974862    0.0004233      3.132   199.244    EM
                                                     48.188   190.043
                                                     42.605    32.214
                                                     57.382   202.256
                                                    231.935    20.118
                                                     53.375    62.199
                                                    323.019   284.933
                                                    102.719    29.448
                                                     90.211    26.978
     8 -0.14628821D+05    4.6362550    0.0003168      3.333   191.584    EM
                                                     44.825   195.145
                                                     43.434    34.503
                                                     61.104   195.603
                                                    237.470    22.211
                                                     50.929    58.596
                                                    322.147   279.662
                                                    109.647    28.559
                                                     92.620    28.630
     9 -0.14625182D+05    3.6386393    0.0002487      3.547   185.321    EM
                                                     42.083   197.945
                                                     44.231    36.919
                                                     64.639   189.862
                                                    242.454    24.617
                                                     48.872    55.421
                                                    320.559   274.936
                                                    116.134    27.669
                                                     94.833    29.958
    10 -0.14622220D+05    2.9628604    0.0002026      3.781   180.200    EM
                                                     39.760   199.013
                                                     45.042    39.406
                                                     67.968   184.909
                                                    246.923    27.343
                                                     47.121    52.637
                                                    318.256   270.677
                                                    122.171    26.815
                                                     96.949    31.030


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16585795D+05    0.0000000    0.0000000     91.485     0.018    EM
                                                     23.503   532.465
                                                      0.042   216.717
                                                    118.211     0.313
                                                     24.246   474.614
                                                      0.102     9.665
                                                     82.389     6.557
                                                    218.030   108.113
                                                     52.870    40.661
     2 -0.14997648D+05 1588.1464609    0.0957534    120.288     0.031    EM
                                                     34.143   455.100
                                                      0.064   253.811
                                                    113.780     0.477
                                                     29.305   503.104
                                                      0.145    12.344
                                                     79.875     6.859
                                                    197.755   100.013
                                                     55.170    37.736
     3 -0.14890487D+05  107.1613091    0.0071452    147.811     0.046    EM
                                                     43.524   391.162
                                                      0.090   288.552
                                                    102.216     0.650
                                                     32.950   526.340
                                                      0.203    15.903
                                                     78.136     6.977
                                                    183.968    92.835
                                                     54.326    34.312
     4 -0.14822099D+05   68.3875676    0.0045927    172.398     0.055    EM
                                                     49.931   341.037
                                                      0.104   314.861
                                                     91.468     0.759
                                                     36.386   541.153
                                                      0.276    21.507
                                                     77.116     6.960
                                                    175.319    87.610
                                                     51.816    31.243
     5 -0.14771191D+05   50.9079993    0.0034346    196.261     0.060    EM
                                                     53.350   304.103
                                                      0.107   329.083
                                                     83.590     0.819
                                                     39.627   546.316
                                                      0.371    30.718
                                                     77.197     6.903
                                                    170.271    84.619
                                                     48.338    28.267
     6 -0.14738652D+05   32.5394304    0.0022029    217.872     0.062    EM
                                                     54.086   279.047
                                                      0.106   333.098
                                                     79.191     0.855
                                                     42.683   544.039
                                                      0.480    44.269
                                                     78.511     6.825
                                                    165.914    83.481
                                                     44.375    25.107
     7 -0.14719010D+05   19.6422666    0.0013327    236.138     0.063    EM
                                                     53.253   262.236
                                                      0.103   331.145
                                                     77.525     0.887
                                                     45.651   538.002
                                                      0.588    60.874
                                                     80.935     6.724
                                                    160.179    83.530
                                                     40.321    21.847
     8 -0.14706629D+05   12.3802907    0.0008411    251.098     0.063    EM
                                                     51.892   250.316
                                                      0.100   326.488
                                                     77.546     0.921
                                                     48.577   531.304
                                                      0.682    77.981
                                                     84.210     6.602
                                                    152.830    84.152
                                                     36.471    18.768
     9 -0.14698303D+05    8.3258513    0.0005661    263.387     0.062    EM
                                                     50.608   241.126
                                                      0.097   320.890
                                                     78.448     0.957
                                                     51.426   525.498
                                                      0.760    93.719
                                                     88.025     6.469
                                                    144.599    84.883
                                                     32.984    16.062
    10 -0.14692387D+05    5.9163155    0.0004025    273.689     0.062    EM
                                                     49.645   233.487
                                                      0.094   315.135
                                                     79.751     0.992
                                                     54.144   520.995
                                                      0.824   107.366
                                                     92.100     6.333
                                                    136.269    85.427
                                                     29.907    13.780


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26400834D+05    0.0000000    0.0000000      0.000   668.819    EM
                                                    136.931     0.057
                                                      6.535     5.472
                                                      0.078    99.063
                                                     90.044   186.846
                                                     12.884   376.691
                                                      9.354   183.809
                                                     18.980    43.439
                                                     47.832   113.166
     2 -0.15267870D+05 ************    0.4216899      0.001   589.253    EM
                                                    136.828     0.071
                                                      6.754     6.657
                                                      0.125   134.538
                                                    132.772   245.028
                                                     14.500   309.286
                                                     12.705   215.535
                                                     16.560    50.007
                                                     49.370    80.008
     3 -0.15020343D+05  247.5269050    0.0162123      0.001   520.412    EM
                                                    127.035     0.068
                                                      6.120     6.467
                                                      0.163   167.110
                                                    179.624   280.886
                                                     15.088   266.387
                                                     14.872   234.687
                                                     15.439    53.133
                                                     49.463    63.045
     4 -0.14871734D+05  148.6092824    0.0098939      0.001   465.867    EM
                                                    115.782     0.061
                                                      5.457     5.862
                                                      0.187   189.888
                                                    223.894   300.537
                                                     15.926   234.165
                                                     16.135   252.090
                                                     14.082    55.452
                                                     51.866    52.746
     5 -0.14755095D+05  116.6395322    0.0078430      0.001   429.297    EM
                                                    106.487     0.055
                                                      5.072     5.333
                                                      0.200   204.026
                                                    256.529   309.504
                                                     16.746   209.481
                                                     16.622   265.346
                                                     12.901    58.910
                                                     56.460    47.030
     6 -0.14696345D+05   58.7490606    0.0039816      0.001   411.049    EM
                                                    101.196     0.053
                                                      4.962     5.041
                                                      0.206   211.442
                                                    273.051   312.308
                                                     17.422   193.975
                                                     16.470   271.180
                                                     12.003    63.261
                                                     61.880    44.500
     7 -0.14676754D+05   19.5917718    0.0013331      0.001   403.313    EM
                                                     98.844     0.053
                                                      5.014     4.921
                                                      0.208   215.208
                                                    279.439   312.812
                                                     17.996   185.441
                                                     15.964   271.640
                                                     11.340    67.536
                                                     66.720    43.550
     8 -0.14670850D+05    5.9032647    0.0004022      0.001   399.895    EM
                                                     97.955     0.054
                                                      5.147     4.891
                                                      0.209   217.253
                                                    281.596   312.733
                                                     18.553   181.088
                                                     15.319   269.745
                                                     10.843    71.119
                                                     70.392    43.210
     9 -0.14668785D+05    2.0655847    0.0001408      0.001   397.925    EM
                                                     97.686     0.055
                                                      5.322     4.904
                                                      0.209   218.512
                                                    282.385   312.629
                                                     19.138   179.073
                                                     14.633   267.115
                                                     10.449    73.925
                                                     72.941    43.097
    10 -0.14667895D+05    0.8900672    0.0000607      0.001   396.347    EM
                                                     97.653     0.058
                                                      5.525     4.937
                                                      0.210   219.403
                                                    282.867   312.634
                                                     19.770   178.348
                                                     13.947   264.372
                                                     10.115    76.100
                                                     74.625    43.088


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26544953D+05    0.0000000    0.0000000    115.431     0.092    EM
                                                     39.298     5.997
                                                      3.246   209.889
                                                    241.025    10.748
                                                    381.276   101.214
                                                      8.703    43.921
                                                    111.011     7.799
                                                    136.601   366.747
                                                     27.026   189.979
     2 -0.15208177D+05 ************    0.4270784    134.852     0.149    EM
                                                     40.737     7.667
                                                      5.612   186.123
                                                    261.911    15.185
                                                    354.764    96.359
                                                     10.458    52.543
                                                     95.892     8.838
                                                    127.516   325.386
                                                     31.842   244.166
     3 -0.14956349D+05  251.8284042    0.0165587    145.736     0.193    EM
                                                     37.820     9.185
                                                      9.179   164.555
                                                    272.323    17.997
                                                    350.011    98.128
                                                     11.308    55.095
                                                     94.390     9.499
                                                    119.790   303.663
                                                     32.088   269.038
     4 -0.14876531D+05   79.8182804    0.0053367    151.351     0.211    EM
                                                     34.302    10.082
                                                     10.879   151.306
                                                    274.598    18.440
                                                    355.830   103.961
                                                     11.887    56.420
                                                     95.916     9.649
                                                    114.520   290.948
                                                     30.970   278.729
     5 -0.14843107D+05   33.4242275    0.0022468    154.603     0.218    EM
                                                     31.015    10.620
                                                     11.616   143.343
                                                    272.439    18.362
                                                    364.784   111.661
                                                     12.381    57.761
                                                     97.330     9.530
                                                    110.444   282.436
                                                     29.527   281.929
     6 -0.14823093D+05   20.0135824    0.0013483    156.762     0.220    EM
                                                     27.992    10.973
                                                     11.976   138.035
                                                    268.549    18.309
                                                    374.184   120.758
                                                     12.924    59.467
                                                     97.670     9.270
                                                    106.714   276.392
                                                     28.132   281.671
     7 -0.14806266D+05   16.8265611    0.0011352    158.572     0.222    EM
                                                     25.233    11.236
                                                     12.215   133.751
                                                    264.093    18.411
                                                    383.267   131.356
                                                     13.623    61.809
                                                     96.792     8.955
                                                    102.968   271.412
                                                     26.873   279.212
     8 -0.14790277D+05   15.9896768    0.0010799    160.480     0.224    EM
                                                     22.768    11.452
                                                     12.433   129.654
                                                    259.514    18.658
                                                    391.818   143.493
                                                     14.540    64.972
                                                     94.836     8.633
                                                     99.154   266.475
                                                     25.755   275.141
     9 -0.14775065D+05   15.2118376    0.0010285    162.743     0.228    EM
                                                     20.617    11.648
                                                     12.669   125.404
                                                    255.031    18.998
                                                    399.662   156.916
                                                     15.696    69.014
                                                     92.068     8.336
                                                     95.373   261.028
                                                     24.767   269.802
    10 -0.14761110D+05   13.9548555    0.0009445    165.492     0.233    EM
                                                     18.778    11.844
                                                     12.939   120.953
                                                    250.806    19.374
                                                    406.581   171.108
                                                     17.071    73.856
                                                     88.822     8.079
                                                     91.755   254.965
                                                     23.902   263.441


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21140166D+05    0.0000000    0.0000000    192.561     3.440    EM
                                                    106.034   274.225
                                                    257.471    19.869
                                                     76.975    27.834
                                                     48.590    37.703
                                                      2.441    32.910
                                                    520.815   342.373
                                                      3.066    43.761
                                                      7.322     2.609
     2 -0.15215358D+05 5924.8080249    0.2802631    171.873     4.070    EM
                                                     79.761   260.751
                                                    353.170    19.424
                                                     55.574    29.878
                                                     32.498    59.976
                                                      5.450    48.695
                                                    433.137   385.999
                                                      2.917    43.439
                                                     10.125     3.261
     3 -0.14994992D+05  220.3658970    0.0144831    157.857     4.311    EM
                                                     64.854   243.919
                                                    410.743    18.992
                                                     45.967    33.144
                                                     27.213    95.792
                                                     11.196    68.405
                                                    371.221   385.214
                                                      2.581    42.735
                                                     12.236     3.620
     4 -0.14886194D+05  108.7985414    0.0072557    151.477     4.206    EM
                                                     56.222   228.851
                                                    446.703    18.891
                                                     40.563    34.957
                                                     25.131   134.709
                                                     18.274    85.709
                                                    324.152   368.772
                                                      2.329    41.700
                                                     13.488     3.868
     5 -0.14816924D+05   69.2697371    0.0046533    151.081     4.101    EM
                                                     51.206   216.609
                                                    467.086    18.849
                                                     37.340    36.338
                                                     24.390   171.279
                                                     25.746    99.064
                                                    287.650   348.460
                                                      2.141    40.385
                                                     14.217     4.058
     6 -0.14775999D+05   40.9255133    0.0027621    155.221     4.050    EM
                                                     48.323   207.623
                                                    475.975    18.743
                                                     35.446    37.384
                                                     24.235   201.817
                                                     32.522   107.448
                                                    261.488   329.622
                                                      2.002    39.293
                                                     14.608     4.199
     7 -0.14752642D+05   23.3570647    0.0015807    162.237     4.043    EM
                                                     46.620   201.413
                                                    477.132    18.556
                                                     34.412    38.200
                                                     24.386   226.881
                                                     38.176   111.860
                                                    243.530   313.120
                                                      1.894    38.526
                                                     14.733     4.279
     8 -0.14738469D+05   14.1728239    0.0009607    170.739     4.061    EM
                                                     45.538   197.236
                                                    473.441    18.320
                                                     33.971    38.916
                                                     24.778   248.163
                                                     42.744   113.745
                                                    231.229   298.470
                                                      1.803    37.945
                                                     14.615     4.285
     9 -0.14728943D+05    9.5260261    0.0006463    179.815     4.090    EM
                                                     44.778   194.441
                                                    466.762    18.077
                                                     33.968    39.644
                                                     25.425   266.962
                                                     46.412   114.194
                                                    222.645   285.201
                                                      1.722    37.375
                                                     14.275     4.215
    10 -0.14721809D+05    7.1337546    0.0004843    188.962     4.123    EM
                                                     44.182   192.532
                                                    458.182    17.858
                                                     34.322    40.462
                                                     26.375   284.059
                                                     49.365   113.872
                                                    216.510   273.049
                                                      1.646    36.685
                                                     13.739     4.073


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18212374D+05    0.0000000    0.0000000    402.324    97.703    EM
                                                     92.962    75.337
                                                     11.508    26.911
                                                     84.284   206.200
                                                      9.771    15.718
                                                    141.808    12.785
                                                    253.720    43.329
                                                     99.376    88.572
                                                    151.315   186.377
     2 -0.14997937D+05 3214.4374798    0.1764974    402.852    95.686    EM
                                                    122.359    95.450
                                                     14.346    44.557
                                                     63.520   146.654
                                                     21.577    15.510
                                                    134.092    20.259
                                                    244.794    41.766
                                                    132.115    82.224
                                                    127.583   194.657
     3 -0.14827960D+05  169.9768151    0.0113333    401.750    94.945    EM
                                                    147.829    87.676
                                                     13.470    53.281
                                                     49.747   125.972
                                                     32.331    15.503
                                                    135.781    24.500
                                                    238.264    41.026
                                                    155.529    80.088
                                                    113.008   189.301
     4 -0.14757456D+05   70.5044645    0.0047548    394.606    93.745    EM
                                                    163.638    80.429
                                                     13.037    60.994
                                                     39.912   115.309
                                                     45.330    15.816
                                                    141.719    28.134
                                                    234.228    41.117
                                                    173.651    78.392
                                                    102.763   177.178
     5 -0.14721091D+05   36.3647103    0.0024642    387.468    93.586    EM
                                                    168.923    75.846
                                                     13.310    67.119
                                                     33.467   110.671
                                                     56.608    16.381
                                                    149.432    30.941
                                                    231.275    41.838
                                                    186.573    76.656
                                                     95.860   164.044
     6 -0.14702109D+05   18.9821090    0.0012894    381.313    94.657    EM
                                                    168.127    73.579
                                                     14.247    72.076
                                                     29.149   109.366
                                                     64.488    17.172
                                                    157.025    32.916
                                                    228.492    42.933
                                                    195.678    74.739
                                                     91.442   152.602
     7 -0.14691289D+05   10.8195544    0.0007359    375.832    96.640    EM
                                                    164.881    72.874
                                                     15.745    76.268
                                                     26.025   109.523
                                                     69.212    18.206
                                                    163.499    34.164
                                                    225.760    44.246
                                                    202.285    72.723
                                                     88.746   143.370
     8 -0.14684437D+05    6.8526157    0.0004664    370.734    99.155    EM
                                                    161.002    73.144
                                                     17.706    79.882
                                                     23.617   110.193
                                                     71.568    19.504
                                                    168.523    34.823
                                                    223.184    45.695
                                                    207.345    70.703
                                                     87.177   136.045
     9 -0.14679621D+05    4.8150416    0.0003279    365.898   101.886    EM
                                                    157.225    73.988
                                                     20.043    82.991
                                                     21.679   110.967
                                                     72.323    21.064
                                                    172.131    35.028
                                                    220.852    47.245
                                                    211.489    68.718
                                                     86.302   130.172
    10 -0.14675888D+05    3.7333862    0.0002543    361.311   104.613    EM
                                                    153.801    75.143
                                                     22.675    85.633
                                                     20.073   111.679
                                                     72.072    22.865
                                                    174.515    34.891
                                                    218.792    48.882
                                                    215.125    66.764
                                                     85.815   125.350


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.30557075D+05    0.0000000    0.0000000    723.450     0.000    EM
                                                      8.378    45.869
                                                      0.005    28.968
                                                    180.447     0.091
                                                     19.792   217.188
                                                      1.161    20.613
                                                    417.796     1.095
                                                     26.833   187.177
                                                     18.959   102.178
     2 -0.15207141D+05 ************    0.5023365    760.417     0.000    EM
                                                      9.824    42.749
                                                      0.005    28.239
                                                    146.552     0.090
                                                     19.123   271.243
                                                      1.652    28.632
                                                    409.709     1.196
                                                     30.871   148.865
                                                     16.984    83.848
     3 -0.15044484D+05  162.6575037    0.0106961    779.551     0.001    EM
                                                     11.240    38.683
                                                      0.005    28.842
                                                    128.220     0.096
                                                     20.362   291.991
                                                      2.060    35.646
                                                    393.711     1.285
                                                     36.179   130.651
                                                     16.534    84.943
     4 -0.14978939D+05   65.5445439    0.0043567    788.726     0.001    EM
                                                     13.776    34.297
                                                      0.005    32.519
                                                    113.109     0.107
                                                     24.460   297.172
                                                      2.476    44.889
                                                    374.862     1.393
                                                     45.030   116.617
                                                     16.063    94.497
     5 -0.14915804D+05   63.1354389    0.0042149    785.263     0.001    EM
                                                     18.664    29.733
                                                      0.005    40.107
                                                     99.398     0.124
                                                     33.706   295.969
                                                      2.956    58.220
                                                    350.175     1.498
                                                     58.200   103.547
                                                     15.052   107.383
     6 -0.14847090D+05   68.7140991    0.0046068    767.806     0.001    EM
                                                     27.446    25.436
                                                      0.005    50.936
                                                     86.369     0.144
                                                     48.856   291.160
                                                      3.527    74.399
                                                    324.731     1.611
                                                     74.562    92.425
                                                     13.667   116.918
     7 -0.14788551D+05   58.5389080    0.0039428    740.775     0.001    EM
                                                     41.024    21.945
                                                      0.005    62.030
                                                     75.485     0.171
                                                     65.563   284.862
                                                      4.258    89.837
                                                    303.523     1.765
                                                     90.931    84.921
                                                     12.460   120.443
     8 -0.14750478D+05   38.0728149    0.0025745    711.765     0.001    EM
                                                     58.091    19.251
                                                      0.005    70.450
                                                     68.249     0.213
                                                     78.975   277.548
                                                      5.228   102.096
                                                    287.333     1.986
                                                    105.224    80.968
                                                     11.671   120.946
     9 -0.14727918D+05   22.5605523    0.0015295    685.492     0.001    EM
                                                     76.009    17.087
                                                      0.006    75.360
                                                     63.963     0.279
                                                     88.804   269.067
                                                      6.524   111.186
                                                    274.462     2.287
                                                    117.465    79.391
                                                     11.230   121.387
    10 -0.14713120D+05   14.7980518    0.0010048    662.618     0.001    EM
                                                     93.121    15.323
                                                      0.006    77.481
                                                     61.570     0.381
                                                     96.500   259.658
                                                      8.236   118.002
                                                    263.325     2.669
                                                    128.231    79.078
                                                     11.005   122.797


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.28690279D+05    0.0000000    0.0000000    201.494    46.096    EM
                                                      7.860   177.050
                                                    365.355     5.957
                                                      9.293   160.866
                                                     33.028    47.722
                                                    248.352    27.457
                                                    397.429    41.174
                                                     75.282    61.753
                                                     67.001    26.830
     2 -0.15050868D+05 ************    0.4754018    234.009    56.672    EM
                                                     14.369   159.223
                                                    304.116     8.825
                                                     14.993   153.761
                                                     61.032    45.831
                                                    268.542    23.107
                                                    399.848    66.626
                                                     64.889    43.841
                                                     64.454    15.861
     3 -0.14843713D+05  207.1543710    0.0137636    250.432    62.965    EM
                                                     23.266   140.751
                                                    271.719    13.309
                                                     21.097   140.278
                                                     83.182    43.172
                                                    274.589    21.818
                                                    389.800    95.438
                                                     59.640    35.623
                                                     61.124    11.796
     4 -0.14775960D+05   67.7537369    0.0045645    259.483    67.692    EM
                                                     30.746   125.458
                                                    252.461    16.115
                                                     27.725   133.608
                                                     93.712    41.171
                                                    276.527    21.830
                                                    380.023   116.750
                                                     57.311    31.620
                                                     57.835     9.933
     5 -0.14742438D+05   33.5214139    0.0022686    264.048    71.775    EM
                                                     36.031   112.971
                                                    240.626    17.408
                                                     34.202   129.010
                                                    100.928    39.826
                                                    276.487    22.782
                                                    369.070   134.513
                                                     56.235    29.713
                                                     55.224     9.149
     6 -0.14723326D+05   19.1120676    0.0012964    265.329    75.405    EM
                                                     39.563   102.804
                                                    233.486    17.835
                                                     40.297   125.732
                                                    106.549    38.989
                                                    275.326    24.403
                                                    357.781   149.491
                                                     55.803    28.975
                                                     53.271     8.961
     7 -0.14711482D+05   11.8440573    0.0008044    264.290    78.646    EM
                                                     41.944    94.485
                                                    229.408    17.873
                                                     45.938   123.248
                                                    111.168    38.506
                                                    273.555    26.468
                                                    346.807   162.140
                                                     55.677    28.905
                                                     51.840     9.103
     8 -0.14703552D+05    7.9301246    0.0005390    261.703    81.530    EM
                                                     43.595    87.616
                                                    227.329    17.768
                                                     51.110   121.262
                                                    115.087    38.254
                                                    271.480    28.795
                                                    336.472   172.875
                                                     55.675    29.217
                                                     50.811     9.420
     9 -0.14697863D+05    5.6892262    0.0003869    258.137    84.080    EM
                                                     44.784    81.880
                                                    226.539    17.636
                                                     55.828   119.623
                                                    118.493    38.147
                                                    269.282    31.247
                                                    326.898   182.063
                                                     55.707    29.746
                                                     50.091     9.819
    10 -0.14693564D+05    4.2985832    0.0002925    253.995    86.320    EM
                                                     45.683    77.037
                                                    226.562    17.528
                                                     60.123   118.249
                                                    121.503    38.124
                                                    267.057    33.725
                                                    318.101   190.013
                                                     55.734    30.395
                                                     49.611    10.241


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26756343D+05    0.0000000    0.0000000     62.817   152.731    EM
                                                    110.316     0.113
                                                    273.100   111.820
                                                      3.771   140.245
                                                    152.088    43.314
                                                    185.092   155.330
                                                    174.515   113.617
                                                     89.921     9.737
                                                    164.969    56.505
     2 -0.14998361D+05 ************    0.4394465     65.075   133.840    EM
                                                     86.312     0.147
                                                    239.537   105.042
                                                      6.798   187.400
                                                    182.848    41.785
                                                    159.884   119.416
                                                    198.510   153.469
                                                    100.748    12.818
                                                    149.765    56.605
     3 -0.14839790D+05  158.5716732    0.0105726     70.134   122.711    EM
                                                     72.579     0.196
                                                    230.957   103.219
                                                      9.695   204.865
                                                    192.644    44.076
                                                    145.874   103.863
                                                    212.815   169.556
                                                    103.545    16.232
                                                    141.018    56.021
     4 -0.14790825D+05   48.9650157    0.0032996     77.064   114.962    EM
                                                     62.398     0.248
                                                    229.797   104.266
                                                     12.257   209.341
                                                    196.666    48.259
                                                    135.851    93.864
                                                    224.745   174.648
                                                    104.448    19.475
                                                    136.203    55.507
     5 -0.14760917D+05   29.9076539    0.0020220     84.767   107.490    EM
                                                     53.247     0.311
                                                    229.939   105.634
                                                     15.233   210.263
                                                    200.116    53.670
                                                    127.480    86.040
                                                    235.146   175.437
                                                    105.240    22.786
                                                    132.474    54.727
     6 -0.14738280D+05   22.6368715    0.0015336     92.632    99.913    EM
                                                     45.172     0.390
                                                    229.771   106.478
                                                     18.972   209.855
                                                    203.817    59.822
                                                    119.952    79.540
                                                    243.254   174.254
                                                    106.632    26.106
                                                    129.413    54.026
     7 -0.14720419D+05   17.8607627    0.0012119    100.116    92.514    EM
                                                     38.432     0.488
                                                    228.769   106.491
                                                     23.656   208.668
                                                    207.866    66.263
                                                    112.989    74.074
                                                    248.734   172.220
                                                    108.862    29.273
                                                    126.970    53.615
     8 -0.14706278D+05   14.1418882    0.0009607    106.834    85.681    EM
                                                     33.078     0.609
                                                    226.852   105.679
                                                     29.305   206.772
                                                    212.190    72.622
                                                    106.511    69.480
                                                    251.853   169.880
                                                    111.867    32.120
                                                    125.128    53.539
     9 -0.14694920D+05   11.3574125    0.0007723    112.625    79.669    EM
                                                     28.964     0.756
                                                    224.138   104.194
                                                     35.791   204.158
                                                    216.705    78.656
                                                    100.481    65.609
                                                    253.224   167.474
                                                    115.447    34.541
                                                    123.830    53.737
    10 -0.14685532D+05    9.3883694    0.0006389    117.502    74.569    EM
                                                     25.866     0.932
                                                    220.812   102.216
                                                     42.889   200.866
                                                    221.349    84.233
                                                     94.861    62.323
                                                    253.515   165.104
                                                    119.377    36.497
                                                    122.986    54.106


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18280010D+05    0.0000000    0.0000000      9.330   250.908    EM
                                                     56.855     2.331
                                                    245.964   120.766
                                                     92.130    82.436
                                                    146.281   110.360
                                                    227.429    84.356
                                                      6.282   280.617
                                                    138.649    68.061
                                                     49.352    27.893
     2 -0.15351557D+05 2928.4523642    0.1601997    154.828   400.457    EM
                                                    128.426    67.676
                                                    127.292    63.084
                                                     45.342     8.703
                                                     11.193   122.313
                                                    187.605    79.842
                                                     52.424   252.776
                                                    134.301    68.690
                                                     59.352    35.698
     3 -0.14969220D+05  382.3371748    0.0249054    169.754   356.566    EM
                                                    132.516    69.466
                                                    136.405    58.481
                                                     59.657    10.265
                                                     13.889   120.789
                                                    187.041    72.230
                                                     58.956   269.506
                                                    144.413    57.617
                                                     54.504    27.945
     4 -0.14839026D+05  130.1943438    0.0086975    187.388   322.590    EM
                                                    134.727    67.207
                                                    149.399    53.093
                                                     66.920    10.886
                                                     14.789   117.003
                                                    185.906    66.084
                                                     64.497   280.377
                                                    153.022    50.265
                                                     52.292    23.555
     5 -0.14769682D+05   69.3441151    0.0046731    203.318   293.501    EM
                                                    134.208    64.155
                                                    164.970    48.773
                                                     71.344    11.546
                                                     15.184   113.971
                                                    184.678    61.565
                                                     69.571   285.882
                                                    159.563    45.381
                                                     51.487    20.901
     6 -0.14734583D+05   35.0984407    0.0023764    216.566   270.338    EM
                                                    131.356    61.161
                                                    180.205    45.488
                                                     73.919    12.515
                                                     15.452   111.752
                                                    183.204    58.072
                                                     74.423   288.818
                                                    163.738    42.047
                                                     51.685    19.260
     7 -0.14715142D+05   19.4416883    0.0013195    227.233   252.654    EM
                                                    127.087    58.450
                                                    193.786    42.945
                                                     75.219    13.864
                                                     15.762   109.891
                                                    181.340    55.015
                                                     79.319   291.370
                                                    165.850    39.553
                                                     52.522    18.141
     8 -0.14702956D+05   12.1859624    0.0008281    235.748   239.266    EM
                                                    122.177    56.071
                                                    205.469    40.919
                                                     75.595    15.581
                                                     16.172   108.116
                                                    179.151    52.130
                                                     84.384   294.329
                                                    166.428    37.487
                                                     53.700    17.276
     9 -0.14694688D+05    8.2681111    0.0005623    242.522   229.049    EM
                                                    117.153    54.019
                                                    215.396    39.268
                                                     75.283    17.619
                                                     16.691   106.321
                                                    176.810    49.366
                                                     89.586   297.740
                                                    166.005    35.634
                                                     54.999    16.539
    10 -0.14688741D+05    5.9462453    0.0004047    247.907   221.130    EM
                                                    112.323    52.267
                                                    223.784    37.901
                                                     74.466    19.919
                                                     17.301   104.480
                                                    174.488    46.744
                                                     94.806   301.415
                                                    165.021    33.889
                                                     56.282    15.875


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


    10 -0.14622220D+05    2.9628604    0.0002026      3.781   180.200    EM
                                                     39.760   199.013
                                                     45.042    39.406
                                                     67.968   184.909
                                                    246.923    27.343
                                                     47.121    52.637
                                                    318.256   270.677
                                                    122.171    26.815
                                                     96.949    31.030
    11 -0.14619732D+05    2.4874568    0.0001701      4.042   175.996    EM
                                                     37.732   198.815
                                                     45.886    41.908
                                                     71.075   180.625
                                                    250.919    30.380
                                                     45.603    50.199
                                                    315.299   266.824
                                                    127.754    26.018
                                                     99.020    31.902
    12 -0.14617590D+05    2.1417732    0.0001465      4.339   172.520    EM
                                                     35.924   197.717
                                                     46.772    44.379
                                                     73.952   176.906
                                                    254.491    33.710
                                                     44.259    48.065
                                                    311.781   263.324
                                                    132.890    25.287
                                                    101.067    32.617
    13 -0.14615709D+05    1.8810223    0.0001287      4.676   169.612    EM
                                                     34.286   196.002
                                                     47.702    46.779
                                                     76.599   173.662
                                                    257.681    37.301
                                                     43.040    46.195
                                                    307.807   260.140
                                                    137.593    24.625
                                                    103.090    33.207
    14 -0.14614034D+05    1.6757337    0.0001147      5.061   167.148    EM
                                                     32.790   193.878
                                                     48.671    49.078
                                                     79.020   170.819
                                                    260.534    41.112
                                                     41.910    44.555
                                                    303.483   257.240
                                                    141.884    24.034
                                                    105.084    33.698
    15 -0.14612527D+05    1.5063688    0.0001031      5.503   165.023    EM
                                                     31.416   191.499
                                                     49.675    51.253
                                                     81.229   168.313
                                                    263.089    45.088
                                                     40.841    43.116
                                                    298.914   254.599
                                                    145.786    23.511
                                                    107.036    34.109
    16 -0.14611167D+05    1.3601912    0.0000931      6.007   163.159    EM
                                                     30.151   188.975
                                                     50.707    53.289
                                                     83.238   166.093
                                                    265.381    49.167
                                                     39.811    41.853
                                                    294.201   252.199
                                                    149.327    23.054
                                                    108.932    34.455
    17 -0.14609938D+05    1.2293040    0.0000841      6.585   161.491    EM
                                                     28.987   186.380
                                                     51.760    55.177
                                                     85.065   164.114
                                                    267.441    53.285
                                                     38.809    40.746
                                                    289.436   250.024
                                                    152.535    22.661
                                                    110.758    34.747
    18 -0.14608828D+05    1.1093134    0.0000759      7.244   159.968    EM
                                                     27.917   183.766
                                                     52.827    56.914
                                                     86.725   162.341
                                                    269.299    57.374
                                                     37.826    39.777
                                                    284.704   248.060
                                                    155.435    22.327
                                                    112.501    34.996
    19 -0.14607830D+05    0.9983003    0.0000683      7.994   158.549    EM
                                                     26.936   181.163
                                                     53.901    58.500
                                                     88.235   160.743
                                                    270.978    61.373
                                                     36.858    38.932
                                                    280.079   246.295
                                                    158.053    22.051
                                                    114.151    35.209
    20 -0.14606934D+05    0.8959409    0.0000613      8.844   157.202    EM
                                                     26.038   178.591
                                                     54.977    59.940
                                                     89.612   159.295
                                                    272.502    65.227
                                                     35.904    38.200
                                                    275.623   244.714
                                                    160.412    21.828
                                                    115.700    35.392
    21 -0.14606131D+05    0.8027363    0.0000550      9.804   155.898    EM
                                                     25.218   176.059
                                                     56.048    61.238
                                                     90.868   157.977
                                                    273.889    68.894
                                                     34.967    37.569
                                                    271.385   243.305
                                                    162.534    21.655
                                                    117.141    35.551
    22 -0.14605412D+05    0.7193790    0.0000493     10.880   154.618    EM
                                                     24.473   173.570
                                                     57.109    62.404
                                                     92.019   156.771
                                                    275.156    72.342
                                                     34.049    37.031
                                                    267.401   242.050
                                                    164.438    21.528
                                                    118.471    35.690
    23 -0.14604766D+05    0.6463037    0.0000443     12.080   153.345    EM
                                                     23.798   171.122
                                                     58.157    63.446
                                                     93.075   155.662
                                                    276.316    75.551
                                                     33.155    36.577
                                                    263.695   240.935
                                                    166.142    21.444
                                                    119.688    35.812
    24 -0.14604182D+05    0.5834409    0.0000399     13.405   152.064    EM
                                                     23.187   168.712
                                                     59.189    64.373
                                                     94.049   154.639
                                                    277.382    78.515
                                                     32.288    36.202
                                                    260.279   239.943
                                                    167.662    21.399
                                                    120.792    35.921
    25 -0.14603652D+05    0.5301602    0.0000363     14.857   150.768    EM
                                                     22.638   166.337
                                                     60.202    65.195
                                                     94.950   153.691
                                                    278.363    81.235
                                                     31.453    35.899
                                                    257.154   239.056
                                                    169.011    21.389
                                                    121.784    36.019
    26 -0.14603167D+05    0.4853532    0.0000332     16.433   149.450    EM
                                                     22.145   163.992
                                                     61.195    65.921
                                                     95.787   152.810
                                                    279.266    83.722
                                                     30.652    35.662
                                                    254.315   238.259
                                                    170.204    21.411
                                                    122.667    36.108
    27 -0.14602719D+05    0.4475981    0.0000307     18.125   148.107    EM
                                                     21.704   161.677
                                                     62.168    66.561
                                                     96.569   151.987
                                                    280.100    85.990
                                                     29.888    35.488
                                                    251.752   237.536
                                                    171.251    21.461
                                                    123.446    36.189
    28 -0.14602304D+05    0.4153515    0.0000284     19.924   146.741    EM
                                                     21.313   159.389
                                                     63.121    67.124
                                                     97.303   151.216
                                                    280.869    88.058
                                                     29.162    35.371
                                                    249.449   236.871
                                                    172.163    21.537
                                                    124.124    36.265
    29 -0.14601917D+05    0.3871247    0.0000265     21.814   145.354    EM
                                                     20.968   157.131
                                                     64.053    67.616
                                                     97.997   150.490
                                                    281.577    89.947
                                                     28.476    35.307
                                                    247.388   236.251
                                                    172.952    21.636
                                                    124.708    36.335
    30 -0.14601555D+05    0.3616199    0.0000248     23.780   143.952    EM
                                                     20.665   154.906
                                                     64.965    68.044
                                                     98.656   149.803
                                                    282.230    91.676
                                                     27.830    35.293
                                                    245.551   235.665
                                                    173.626    21.755
                                                    125.204    36.401
    31 -0.14601217D+05    0.3378154    0.0000231     25.800   142.541    EM
                                                     20.401   152.719
                                                     65.856    68.416
                                                     99.287   149.150
                                                    282.829    93.266
                                                     27.223    35.324
                                                    243.919   235.102
                                                    174.195    21.892
                                                    125.617    36.462
    32 -0.14600902D+05    0.3149980    0.0000216     27.856   141.131    EM
                                                     20.174   150.576
                                                     66.728    68.736
                                                     99.895   148.524
                                                    283.378    94.735
                                                     26.654    35.399
                                                    242.473   234.553
                                                    174.667    22.045
                                                    125.955    36.520
    33 -0.14600610D+05    0.2927519    0.0000201     29.925   139.731    EM
                                                     19.982   148.485
                                                     67.578    69.010
                                                    100.485   147.923
                                                    283.881    96.100
                                                     26.122    35.512
                                                    241.195   234.011
                                                    175.050    22.212
                                                    126.224    36.575
    34 -0.14600339D+05    0.2709134    0.0000186     31.988   138.350    EM
                                                     19.821   146.453
                                                     68.408    69.240
                                                    101.060   147.339
                                                    284.340    97.375
                                                     25.625    35.660
                                                    240.069   233.470
                                                    175.352    22.391
                                                    126.430    36.627
    35 -0.14600089D+05    0.2495077    0.0000171     34.027   136.997    EM
                                                     19.690   144.487
                                                     69.214    69.431
                                                    101.624   146.771
                                                    284.759    98.574
                                                     25.161    35.841
                                                    239.079   232.926
                                                    175.581    22.581
                                                    126.581    36.677
    36 -0.14599860D+05    0.2286800    0.0000157     36.025   135.680    EM
                                                     19.587   142.593
                                                     69.997    69.586
                                                    102.180   146.213
                                                    285.139    99.706
                                                     24.728    36.050
                                                    238.212   232.375
                                                    175.743    22.780
                                                    126.682    36.724
    37 -0.14599652D+05    0.2086326    0.0000143     37.968   134.406    EM
                                                     19.508   140.778
                                                     70.754    69.708
                                                    102.730   145.663
                                                    285.485   100.782
                                                     24.324    36.284
                                                    237.454   231.816
                                                    175.846    22.987
                                                    126.739    36.769
    38 -0.14599462D+05    0.1895741    0.0000130     39.845   133.182    EM
                                                     19.453   139.045
                                                     71.484    69.799
                                                    103.276   145.117
                                                    285.799   101.807
                                                     23.947    36.540
                                                    236.793   231.247
                                                    175.896    23.200
                                                    126.757    36.812
    39 -0.14599291D+05    0.1716844    0.0000118     41.650   132.011    EM
                                                     19.419   137.397
                                                     72.184    69.862
                                                    103.819   144.574
                                                    286.084   102.790
                                                     23.595    36.815
                                                    236.221   230.667
                                                    175.898    23.419
                                                    126.743    36.854
    40 -0.14599136D+05    0.1550950    0.0000106     43.376   130.898    EM
                                                     19.405   135.836
                                                     72.854    69.897
                                                    104.360   144.032
                                                    286.342   103.734
                                                     23.265    37.105
                                                    235.726   230.077
                                                    175.858    23.641
                                                    126.699    36.894
    41 -0.14598996D+05    0.1398822    0.0000096     45.019   129.844    EM
                                                     19.408   134.363
                                                     73.491    69.909
                                                    104.898   143.489
                                                    286.578   104.644
                                                     22.956    37.409
                                                    235.301   229.477
                                                    175.782    23.866
                                                    126.632    36.933
    42 -0.14598870D+05    0.1260691    0.0000086     46.581   128.849    EM
                                                     19.428   132.977
                                                     74.093    69.898
                                                    105.435   142.946
                                                    286.794   105.525
                                                     22.666    37.722
                                                    234.938   228.867
                                                    175.673    24.093
                                                    126.544    36.972
    43 -0.14598756D+05    0.1136330    0.0000078     48.059   127.915    EM
                                                     19.462   131.676
                                                     74.660    69.866
                                                    105.970   142.401
                                                    286.991   106.377
                                                     22.394    38.044
                                                    234.630   228.248
                                                    175.538    24.321
                                                    126.439    37.009
    44 -0.14598653D+05    0.1025161    0.0000070     49.458   127.039    EM
                                                     19.509   130.459
                                                     75.191    69.816
                                                    106.503   141.854
                                                    287.172   107.205
                                                     22.137    38.371
                                                    234.372   227.621
                                                    175.378    24.549
                                                    126.321    37.045
    45 -0.14598561D+05    0.0926359    0.0000063     50.779   126.221    EM
                                                     19.568   129.322
                                                     75.684    69.748
                                                    107.034   141.306
                                                    287.340   108.011
                                                     21.894    38.702
                                                    234.158   226.988
                                                    175.198    24.776
                                                    126.191    37.082
    46 -0.14598477D+05    0.0838949    0.0000057     52.026   125.458    EM
                                                     19.637   128.261
                                                     76.139    69.665
                                                    107.561   140.757
                                                    287.496   108.796
                                                     21.665    39.036
                                                    233.983   226.348
                                                    175.002    25.003
                                                    126.051    37.117
    47 -0.14598401D+05    0.0761882    0.0000052     53.204   124.748    EM
                                                     19.715   127.274
                                                     76.557    69.568
                                                    108.085   140.208
                                                    287.642   109.561
                                                     21.448    39.369
                                                    233.842   225.703
                                                    174.792    25.227
                                                    125.905    37.152
    48 -0.14598331D+05    0.0694100    0.0000048     54.315   124.088    EM
                                                     19.802   126.356
                                                     76.937    69.458
                                                    108.605   139.659
                                                    287.780   110.309
                                                     21.242    39.703
                                                    233.733   225.053
                                                    174.570    25.449
                                                    125.754    37.187
    49 -0.14598268D+05    0.0634578    0.0000043     55.366   123.476    EM
                                                     19.895   125.503
                                                     77.280    69.337
                                                    109.121   139.111
                                                    287.910   111.041
                                                     21.047    40.034
                                                    233.651   224.399
                                                    174.338    25.669
                                                    125.599    37.222
    50 -0.14598210D+05    0.0582349    0.0000040     56.360   122.908    EM
                                                     19.995   124.712
                                                     77.587    69.207
                                                    109.631   138.564
                                                    288.035   111.757
                                                     20.860    40.363
                                                    233.593   223.742
                                                    174.100    25.885
                                                    125.441    37.257
    51 -0.14598156D+05    0.0536526    0.0000037     57.300   122.382    EM
                                                     20.101   123.979
                                                     77.858    69.069
                                                    110.137   138.021
                                                    288.154   112.460
                                                     20.682    40.689
                                                    233.558   223.082
                                                    173.856    26.099
                                                    125.282    37.292
    52 -0.14598106D+05    0.0496305    0.0000034     58.193   121.895    EM
                                                     20.210   123.299
                                                     78.093    68.924
                                                    110.637   137.480
                                                    288.269   113.149
                                                     20.513    41.011
                                                    233.541   222.420
                                                    173.608    26.309
                                                    125.123    37.327
    53 -0.14598060D+05    0.0460965    0.0000032     59.040   121.444    EM
                                                     20.324   122.668
                                                     78.296    68.772
                                                    111.131   136.944
                                                    288.381   113.826
                                                     20.350    41.329
                                                    233.541   221.756
                                                    173.357    26.516
                                                    124.963    37.362
    54 -0.14598017D+05    0.0429873    0.0000029     59.846   121.026    EM
                                                     20.441   122.085
                                                     78.466    68.616
                                                    111.619   136.411
                                                    288.490   114.492
                                                     20.195    41.642
                                                    233.556   221.090
                                                    173.105    26.719
                                                    124.805    37.397
    55 -0.14597977D+05    0.0402469    0.0000028     60.615   120.640    EM
                                                     20.560   121.544
                                                     78.605    68.455
                                                    112.100   135.884
                                                    288.596   115.147
                                                     20.046    41.950
                                                    233.585   220.423
                                                    172.851    26.918
                                                    124.648    37.432
    56 -0.14597939D+05    0.0378267    0.0000026     61.349   120.281    EM
                                                     20.682   121.043
                                                     78.714    68.292
                                                    112.575   135.363
                                                    288.701   115.791
                                                     19.902    42.254
                                                    233.625   219.755
                                                    172.598    27.114
                                                    124.492    37.467
    57 -0.14597903D+05    0.0356842    0.0000024     62.051   119.950    EM
                                                     20.806   120.580
                                                     78.794    68.126
                                                    113.044   134.847
                                                    288.804   116.426
                                                     19.765    42.553
                                                    233.676   219.086
                                                    172.346    27.307
                                                    124.339    37.503
    58 -0.14597870D+05    0.0337826    0.0000023     62.724   119.642    EM
                                                     20.931   120.150
                                                     78.848    67.958
                                                    113.505   134.337
                                                    288.906   117.052
                                                     19.632    42.846
                                                    233.735   218.416
                                                    172.095    27.496
                                                    124.189    37.539
    59 -0.14597838D+05    0.0320903    0.0000022     63.370   119.356    EM
                                                     21.056   119.752
                                                     78.876    67.789
                                                    113.961   133.834
                                                    289.006   117.669
                                                     19.504    43.135
                                                    233.803   217.745
                                                    171.846    27.682
                                                    124.040    37.575
    60 -0.14597807D+05    0.0305796    0.0000021     63.991   119.091    EM
                                                     21.183   119.383
                                                     78.880    67.620
                                                    114.409   133.337
                                                    289.106   118.279
                                                     19.381    43.418
                                                    233.878   217.074
                                                    171.599    27.864
                                                    123.895    37.612
    61 -0.14596240D+05    1.5673632    0.0001074    124.588   105.430    QN
                                                     36.897   105.267
                                                     37.399    49.787
                                                    163.038    82.096
                                                    302.496   198.386
                                                      8.083    76.100
                                                    240.258   123.250
                                                    141.803    51.083
                                                    108.804    45.233
    62 -0.14596240D+05    0.0000000    0.0000000    124.588   105.430    EM
                                                     36.897   105.267
                                                     37.399    49.788
                                                    163.038    82.096
                                                    302.496   198.386
                                                      8.083    76.101
                                                    240.258   123.250
                                                    141.803    51.083
                                                    108.803    45.233


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


    10 -0.14636278D+05    9.3385572    0.0006376    155.060    64.167    EM
                                                     35.975   100.770
                                                     58.760    65.658
                                                    139.108   120.071
                                                    267.430   182.519
                                                     75.820    78.352
                                                    219.805   130.769
                                                    116.009    75.895
                                                     66.979    46.852
    11 -0.14627195D+05    9.0826301    0.0006206    158.178    65.349    EM
                                                     35.417   100.773
                                                     57.086    64.348
                                                    140.162   116.716
                                                    268.972   180.215
                                                     68.808    75.438
                                                    230.250   134.654
                                                    120.845    71.531
                                                     66.971    44.289
    12 -0.14619171D+05    8.0243012    0.0005486    160.099    66.999    EM
                                                     35.100   100.855
                                                     55.707    63.298
                                                    141.378   113.648
                                                    269.916   178.622
                                                     62.479    72.973
                                                    238.975   137.670
                                                    124.978    67.637
                                                     67.567    42.098
    13 -0.14612778D+05    6.3928387    0.0004373    160.867    69.079    EM
                                                     34.950   101.045
                                                     54.618    62.434
                                                    142.623   110.919
                                                    270.466   177.902
                                                     57.002    71.063
                                                    245.641   139.821
                                                    128.290    64.255
                                                     68.737    40.290
    14 -0.14608134D+05    4.6446818    0.0003179    160.643    71.491    EM
                                                     34.903   101.343
                                                     53.777    61.700
                                                    143.810   108.538
                                                    270.795   178.017
                                                     52.380    69.715
                                                    250.268   141.212
                                                    130.798    61.379
                                                     70.392    38.839
    15 -0.14604973D+05    3.1600753    0.0002163    159.658    74.103    EM
                                                     34.911   101.736
                                                     53.126    61.054
                                                    144.900   106.477
                                                    271.035   178.787
                                                     48.512    68.858
                                                    253.150   142.001
                                                    132.620    58.970
                                                     72.403    37.699
    16 -0.14602887D+05    2.0860574    0.0001428    158.159    76.780    EM
                                                     34.940   102.198
                                                     52.603    60.467
                                                    145.883   104.694
                                                    271.277   179.984
                                                     45.261    68.386
                                                    254.702   142.350
                                                    133.911    56.964
                                                     74.629    36.812
    17 -0.14601502D+05    1.3849545    0.0000948    156.360    79.408    EM
                                                     34.967   102.705
                                                     52.157    59.924
                                                    146.767   103.140
                                                    271.571   181.398
                                                     42.494    68.190
                                                    255.335   142.394
                                                    134.823    55.294
                                                     76.945    36.126
    18 -0.14600552D+05    0.9505265    0.0000651    154.426    81.906    EM
                                                     34.983   103.235
                                                     51.753    59.417
                                                    147.564   101.774
                                                    271.941   182.868
                                                     40.101    68.178
                                                    255.388   142.240
                                                    135.479    53.897
                                                     79.253    35.596
    19 -0.14599868D+05    0.6837127    0.0000468    152.467    84.228    EM
                                                     34.984   103.770
                                                     51.369    58.942
                                                    148.288   100.560
                                                    272.392   184.288
                                                     38.000    68.280
                                                    255.110   141.961
                                                    135.973    52.720
                                                     81.482    35.186
    20 -0.14599352D+05    0.5158507    0.0000353    150.555    86.353    EM
                                                     34.969   104.296
                                                     50.990    58.499
                                                    148.948    99.473
                                                    272.917   185.599
                                                     36.130    68.446
                                                    254.666   141.607
                                                    136.369    51.721
                                                     83.589    34.873
    21 -0.14598947D+05    0.4054960    0.0000278    148.730    88.277    EM
                                                     34.941   104.803
                                                     50.612    58.086
                                                    149.553    98.493
                                                    273.505   186.773
                                                     34.449    68.644
                                                    254.161   141.211
                                                    136.708    50.868
                                                     85.551    34.636
    22 -0.14598618D+05    0.3291525    0.0000225    147.011    90.008    EM
                                                     34.904   105.284
                                                     50.234    57.704
                                                    150.110    97.603
                                                    274.141   187.801
                                                     32.926    68.851
                                                    253.654   140.795
                                                    137.016    50.134
                                                     87.360    34.463
    23 -0.14598344D+05    0.2737036    0.0000187    145.405    91.562    EM
                                                     34.861   105.734
                                                     49.855    57.352
                                                    150.625    96.793
                                                    274.812   188.689
                                                     31.536    69.056
                                                    253.177   140.371
                                                    137.308    49.501
                                                     89.018    34.344
    24 -0.14598112D+05    0.2317095    0.0000159    143.911    92.956    EM
                                                     34.815   106.151
                                                     49.479    57.028
                                                    151.101    96.052
                                                    275.506   189.447
                                                     30.263    69.253
                                                    252.742   139.948
                                                    137.593    48.952
                                                     90.532    34.271
    25 -0.14597913D+05    0.1988009    0.0000136    142.524    94.207    EM
                                                     34.768   106.534
                                                     49.106    56.731
                                                    151.542    95.375
                                                    276.214   190.090
                                                     29.092    69.436
                                                    252.352   139.530
                                                    137.873    48.476
                                                     91.914    34.237
    26 -0.14597741D+05    0.1723002    0.0000118    141.235    95.331    EM
                                                     34.722   106.881
                                                     48.740    56.459
                                                    151.952    94.753
                                                    276.926   190.631
                                                     28.012    69.607
                                                    252.005   139.122
                                                    138.149    48.062
                                                     93.174    34.238
    27 -0.14597591D+05    0.1504938    0.0000103    140.039    96.344    EM
                                                     34.678   107.195
                                                     48.381    56.210
                                                    152.334    94.183
                                                    277.636   191.085
                                                     27.015    69.764
                                                    251.695   138.725
                                                    138.421    47.702
                                                     94.324    34.270
    28 -0.14597458D+05    0.1322413    0.0000091    138.925    97.258    EM
                                                     34.637   107.477
                                                     48.032    55.981
                                                    152.690    93.659
                                                    278.340   191.464
                                                     26.091    69.908
                                                    251.415   138.339
                                                    138.688    47.390
                                                     95.375    34.328
    29 -0.14597342D+05    0.1167566    0.0000080    137.888    98.086    EM
                                                     34.600   107.727
                                                     47.694    55.772
                                                    153.022    93.177
                                                    279.034   191.780
                                                     25.235    70.041
                                                    251.160   137.967
                                                    138.949    47.121
                                                     96.338    34.410
    30 -0.14597238D+05    0.1034806    0.0000071    136.921    98.837    EM
                                                     34.567   107.949
                                                     47.366    55.580
                                                    153.332    92.734
                                                    279.715   192.040
                                                     24.439    70.165
                                                    250.924   137.608
                                                    139.202    46.889
                                                     97.222    34.512
    31 -0.14597146D+05    0.0920041    0.0000063    136.016    99.520    EM
                                                     34.538   108.143
                                                     47.051    55.402
                                                    153.622    92.326
                                                    280.382   192.255
                                                     23.700    70.279
                                                    250.702   137.262
                                                    139.447    46.690
                                                     98.035    34.631
    32 -0.14597064D+05    0.0820193    0.0000056    135.169   100.143    EM
                                                     34.513   108.312
                                                     46.747    55.239
                                                    153.894    91.950
                                                    281.033   192.430
                                                     23.011    70.386
                                                    250.490   136.930
                                                    139.682    46.521
                                                     98.783    34.767
    33 -0.14596991D+05    0.0732889    0.0000050    134.375   100.711    EM
                                                     34.492   108.459
                                                     46.456    55.087
                                                    154.150    91.603
                                                    281.667   192.573
                                                     22.368    70.487
                                                    250.286   136.611
                                                    139.907    46.378
                                                     99.475    34.915
    34 -0.14596925D+05    0.0656251    0.0000045    133.629   101.231    EM
                                                     34.475   108.584
                                                     46.177    54.946
                                                    154.389    91.283
                                                    282.286   192.687
                                                     21.768    70.582
                                                    250.088   136.304
                                                    140.123    46.260
                                                    100.114    35.075
    35 -0.14596866D+05    0.0588764    0.0000040    132.928   101.707    EM
                                                     34.462   108.690
                                                     45.910    54.814
                                                    154.615    90.988
                                                    282.887   192.777
                                                     21.207    70.672
                                                    249.892   136.011
                                                    140.328    46.162
                                                    100.707    35.244
    36 -0.14596337D+05    0.5293564    0.0000363    122.868   104.493    FS
                                                     35.765   106.873
                                                     40.384    51.328
                                                    158.834    86.719
                                                    299.735   190.276
                                                     10.483    72.990
                                                    241.578   134.344
                                                    143.825    48.536
                                                    108.321    42.648
    37 -0.14596255D+05    0.0822418    0.0000056    124.795   105.258    FS
                                                     36.457   106.360
                                                     38.431    50.351
                                                    160.779    84.369
                                                    300.199   196.964
                                                      8.397    74.986
                                                    241.239   127.191
                                                    142.688    49.862
                                                    108.223    43.450
    38 -0.14596243D+05    0.0120050    0.0000008    123.768   105.441    FS
                                                     36.522   105.859
                                                     38.139    50.311
                                                    161.780    83.440
                                                    301.740   196.558
                                                      8.049    75.312
                                                    240.740   126.041
                                                    142.513    50.264
                                                    108.936    44.587
    39 -0.14596240D+05    0.0024412    0.0000002    124.658   105.400    FS
                                                     36.818   105.495
                                                     37.502    49.893
                                                    162.587    82.562
                                                    302.085   198.180
                                                      8.077    75.905
                                                    240.357   124.057
                                                    142.004    50.883
                                                    108.659    44.877
    40 -0.14596240D+05    0.0005311    0.0000000    124.340   105.452    FS
                                                     36.798   105.404
                                                     37.595    49.924
                                                    162.743    82.409
                                                    302.334   197.904
                                                      8.077    75.901
                                                    240.390   123.909
                                                    141.979    50.874
                                                    108.867    45.099
    41 -0.14596240D+05    0.0001190    0.0000000    124.633   105.420    FS
                                                     36.887   105.311
                                                     37.397    49.803
                                                    162.955    82.182
                                                    302.411   198.387
                                                      8.079    76.072
                                                    240.261   123.393
                                                    141.836    51.057
                                                    108.757    45.158
    42 -0.14596240D+05    0.0000278    0.0000000    124.518   105.436    FS
                                                     36.872   105.295
                                                     37.454    49.822
                                                    162.971    82.167
                                                    302.464   198.258
                                                      8.082    76.051
                                                    240.292   123.408
                                                    141.846    51.031
                                                    108.825    45.207
    43 -0.14596240D+05    0.0000068    0.0000000    124.611   105.425    FS
                                                     36.898   105.273
                                                     37.393    49.788
                                                    163.026    82.108
                                                    302.478   198.404
                                                      8.081    76.100
                                                    240.253   123.270
                                                    141.805    51.083
                                                    108.787    45.217
    44 -0.14596240D+05    0.0000018    0.0000000    124.570   105.430    FS
                                                     36.892   105.271
                                                     37.416    49.796
                                                    163.024    82.111
                                                    302.490   198.353
                                                      8.082    76.089
                                                    240.267   123.289
                                                    141.812    51.070
                                                    108.810    45.228
    45 -0.14596240D+05    0.0000005    0.0000000    124.600   105.426    FS
                                                     36.899   105.265
                                                     37.397    49.786
                                                    163.039    82.095
                                                    302.492   198.398
                                                      8.082    76.103
                                                    240.255   123.251
                                                    141.800    51.085
                                                    108.796    45.230
    46 -0.14596240D+05    0.0000001    0.0000000    124.586   105.428    FS
                                                     36.897   105.265
                                                     37.405    49.790
                                                    163.037    82.097
                                                    302.495   198.379
                                                      8.082    76.099
                                                    240.260   123.260
                                                    141.804    51.080
                                                    108.804    45.233
    47 -0.14596240D+05    0.0000000    0.0000000    124.595   105.427    FS
                                                     36.899   105.264
                                                     37.399    49.787
                                                    163.041    82.093
                                                    302.495   198.393
                                                      8.082    76.103
                                                    240.256   123.249
                                                    141.800    51.085
                                                    108.800    45.232


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


    10 -0.14654913D+05    6.8722541    0.0004687      0.504     1.015    EM
                                                     65.238    40.022
                                                    479.636   177.321
                                                     54.740    72.405
                                                    116.119    33.877
                                                      2.499    18.714
                                                      0.475   203.764
                                                    202.853   101.300
                                                    220.209   209.309
    11 -0.14649141D+05    5.7722236    0.0003939      0.593     1.106    EM
                                                     69.474    45.664
                                                    468.238   177.851
                                                     56.300    72.300
                                                    115.475    33.895
                                                      2.792    18.576
                                                      0.563   191.148
                                                    205.459   108.494
                                                    222.705   209.367
    12 -0.14644098D+05    5.0432610    0.0003443      0.688     1.214    EM
                                                     73.630    50.657
                                                    458.085   177.449
                                                     57.891    72.458
                                                    114.928    34.058
                                                      3.086    18.523
                                                      0.656   179.557
                                                    206.812   115.288
                                                    224.924   210.095
    13 -0.14639611D+05    4.4867927    0.0003064      0.791     1.341    EM
                                                     77.672    55.037
                                                    448.889   176.543
                                                     59.555    72.724
                                                    114.447    34.327
                                                      3.378    18.524
                                                      0.756   168.881
                                                    207.220   121.697
                                                    226.862   211.355
    14 -0.14635601D+05    4.0100097    0.0002739      0.904     1.487    EM
                                                     81.547    58.849
                                                    440.456   175.416
                                                     61.300    73.010
                                                    114.030    34.668
                                                      3.666    18.566
                                                      0.862   159.031
                                                    206.922   127.713
                                                    228.520   213.052
    15 -0.14632028D+05    3.5733241    0.0002442      1.030     1.655    EM
                                                     85.200    62.133
                                                    432.656   174.253
                                                     63.114    73.269
                                                    113.691    35.061
                                                      3.952    18.640
                                                      0.976   149.932
                                                    206.102   133.315
                                                    229.907   215.115
    16 -0.14628863D+05    3.1642791    0.0002163      1.169     1.845    EM
                                                     88.586    64.930
                                                    425.392   173.166
                                                     64.977    73.483
                                                    113.453    35.490
                                                      4.237    18.743
                                                      1.099   141.527
                                                    204.900   138.490
                                                    231.030   217.484
    17 -0.14626080D+05    2.7832336    0.0001903      1.324     2.059    EM
                                                     91.674    67.282
                                                    418.594   172.221
                                                     66.864    73.645
                                                    113.337    35.946
                                                      4.523    18.872
                                                      1.232   133.769
                                                    203.427   143.232
                                                    231.896   220.103
    18 -0.14623645D+05    2.4350031    0.0001665      1.497     2.299    EM
                                                     94.450    69.233
                                                    412.203   171.449
                                                     68.752    73.758
                                                    113.358    36.423
                                                      4.812    19.027
                                                      1.375   126.617
                                                    201.765   147.548
                                                    232.516   222.917
    19 -0.14621521D+05    2.1241506    0.0001453      1.690     2.566    EM
                                                     96.914    70.828
                                                    406.174   170.856
                                                     70.619    73.829
                                                    113.523    36.919
                                                      5.106    19.203
                                                      1.531   120.032
                                                    199.977   151.456
                                                    232.900   225.875
    20 -0.14619668D+05    1.8528330    0.0001267      1.906     2.859    EM
                                                     99.074    72.115
                                                    400.467   170.435
                                                     72.447    73.865
                                                    113.832    37.432
                                                      5.407    19.399
                                                      1.699   113.977
                                                    198.111   154.981
                                                    233.063   228.931
    21 -0.14618048D+05    1.6203831    0.0001108      2.148     3.180    EM
                                                    100.950    73.138
                                                    395.050   170.166
                                                     74.219    73.871
                                                    114.278    37.959
                                                      5.717    19.610
                                                      1.880   108.415
                                                    196.201   158.155
                                                    233.022   232.042
    22 -0.14616624D+05    1.4238701    0.0000974      2.418     3.529    EM
                                                    102.564    73.941
                                                    389.897   170.026
                                                     75.925    73.852
                                                    114.847    38.499
                                                      6.036    19.833
                                                      2.076   103.309
                                                    194.272   161.011
                                                    232.794   235.170
    23 -0.14615365D+05    1.2590146    0.0000861      2.718     3.903    EM
                                                    103.941    74.564
                                                    384.987   169.993
                                                     77.556    73.813
                                                    115.526    39.051
                                                      6.365    20.064
                                                      2.287    98.622
                                                    192.341   163.583
                                                    232.401   238.284
    24 -0.14614244D+05    1.1210507    0.0000767      3.052     4.301    EM
                                                    105.103    75.041
                                                    380.304   170.042
                                                     79.104    73.755
                                                    116.297    39.613
                                                      6.705    20.302
                                                      2.514    94.321
                                                    190.422   165.902
                                                    231.863   241.359
    25 -0.14613238D+05    1.0053517    0.0000688      3.423     4.721    EM
                                                    106.075    75.401
                                                    375.834   170.152
                                                     80.567    73.682
                                                    117.144    40.184
                                                      7.056    20.541
                                                      2.756    90.372
                                                    188.522   167.997
                                                    231.198   244.373
    26 -0.14612331D+05    0.9077881    0.0000621      3.833     5.160    EM
                                                    106.877    75.671
                                                    371.568   170.305
                                                     81.942    73.593
                                                    118.051    40.761
                                                      7.418    20.782
                                                      3.015    86.744
                                                    186.648   169.894
                                                    230.426   247.312
    27 -0.14611506D+05    0.8248728    0.0000565      4.285     5.614    EM
                                                    107.529    75.872
                                                    367.496   170.484
                                                     83.226    73.490
                                                    119.003    41.344
                                                      7.792    21.021
                                                      3.291    83.408
                                                    184.803   171.616
                                                    229.563   250.162
    28 -0.14610752D+05    0.7537649    0.0000516      4.781     6.081    EM
                                                    108.047    76.019
                                                    363.612   170.678
                                                     84.420    73.375
                                                    119.987    41.931
                                                      8.176    21.257
                                                      3.584    80.338
                                                    182.989   173.182
                                                    228.626   252.916
    29 -0.14610060D+05    0.6921981    0.0000474      5.322     6.555    EM
                                                    108.446    76.128
                                                    359.909   170.875
                                                     85.525    73.248
                                                    120.992    42.521
                                                      8.572    21.489
                                                      3.895    77.510
                                                    181.208   174.609
                                                    227.629   255.567
    30 -0.14609421D+05    0.6383822    0.0000437      5.909     7.034    EM
                                                    108.741    76.209
                                                    356.382   171.069
                                                     86.540    73.111
                                                    122.007    43.113
                                                      8.979    21.717
                                                      4.222    74.901
                                                    179.460   175.912
                                                    226.584   258.111
    31 -0.14608830D+05    0.5909015    0.0000404      6.543     7.512    EM
                                                    108.942    76.271
                                                    353.025   171.252
                                                     87.469    72.964
                                                    123.023    43.707
                                                      9.397    21.939
                                                      4.567    72.492
                                                    177.746   177.103
                                                    225.502   260.546
    32 -0.14608282D+05    0.5486279    0.0000376      7.222     7.986    EM
                                                    109.061    76.321
                                                    349.833   171.420
                                                     88.313    72.810
                                                    124.034    44.303
                                                      9.825    22.156
                                                      4.928    70.266
                                                    176.065   178.195
                                                    224.392   262.870
    33 -0.14607771D+05    0.5106514    0.0000350      7.946     8.453    EM
                                                    109.108    76.366
                                                    346.801   171.569
                                                     89.075    72.650
                                                    125.033    44.899
                                                     10.264    22.368
                                                      5.306    68.206
                                                    174.417   179.196
                                                    223.263   265.083
    34 -0.14607295D+05    0.4762291    0.0000326      8.711     8.909    EM
                                                    109.092    76.409
                                                    343.921   171.698
                                                     89.758    72.486
                                                    126.015    45.495
                                                     10.712    22.573
                                                      5.699    66.297
                                                    172.803   180.115
                                                    222.120   267.185
    35 -0.14606850D+05    0.4447500    0.0000304      9.515     9.353    EM
                                                    109.022    76.455
                                                    341.189   171.804
                                                     90.367    72.320
                                                    126.976    46.092
                                                     11.170    22.773
                                                      6.108    64.527
                                                    171.221   180.961
                                                    220.971   269.178
    36 -0.14606434D+05    0.4157116    0.0000285     10.351     9.780    EM
                                                    108.907    76.506
                                                    338.597   171.887
                                                     90.907    72.154
                                                    127.912    46.688
                                                     11.636    22.967
                                                      6.530    62.885
                                                    169.671   181.740
                                                    219.819   271.063
    37 -0.14606046D+05    0.3887053    0.0000266     11.215    10.191    EM
                                                    108.754    76.564
                                                    336.141   171.945
                                                     91.381    71.988
                                                    128.821    47.285
                                                     12.110    23.156
                                                      6.965    61.359
                                                    168.154   182.460
                                                    218.669   272.843
    38 -0.14605682D+05    0.3634059    0.0000249     12.100    10.584    EM
                                                    108.571    76.632
                                                    333.813   171.979
                                                     91.797    71.825
                                                    129.699    47.882
                                                     12.591    23.339
                                                      7.411    59.941
                                                    166.670   183.124
                                                    217.524   274.518
    39 -0.14605343D+05    0.3395636    0.0000232     13.000    10.958    EM
                                                    108.365    76.711
                                                    331.608   171.989
                                                     92.159    71.665
                                                    130.546    48.479
                                                     13.078    23.517
                                                      7.867    58.621
                                                    165.218   183.740
                                                    216.388   276.092
    40 -0.14605026D+05    0.3169952    0.0000217     13.909    11.313    EM
                                                    108.142    76.802
                                                    329.519   171.974
                                                     92.474    71.510
                                                    131.358    49.075
                                                     13.570    23.689
                                                      8.331    57.392
                                                    163.800   184.312
                                                    215.263   277.567
    41 -0.14604730D+05    0.2955749    0.0000202     14.820    11.648    EM
                                                    107.910    76.905
                                                    327.540   171.935
                                                     92.748    71.360
                                                    132.135    49.670
                                                     14.066    23.856
                                                      8.802    56.248
                                                    162.416   184.844
                                                    214.152   278.946
    42 -0.14604455D+05    0.2752237    0.0000188     15.726    11.964    EM
                                                    107.673    77.022
                                                    325.667   171.872
                                                     92.987    71.216
                                                    132.874    50.265
                                                     14.565    24.018
                                                      9.277    55.181
                                                    161.065   185.341
                                                    213.056   280.232
    43 -0.14604199D+05    0.2558977    0.0000175     16.621    12.261    EM
                                                    107.436    77.151
                                                    323.893   171.787
                                                     93.196    71.079
                                                    133.576    50.858
                                                     15.065    24.174
                                                      9.755    54.187
                                                    159.750   185.807
                                                    211.977   281.429
    44 -0.14603962D+05    0.2375777    0.0000163     17.501    12.540    EM
                                                    107.205    77.294
                                                    322.213   171.680
                                                     93.380    70.948
                                                    134.239    51.449
                                                     15.565    24.324
                                                     10.233    53.259
                                                    158.470   186.245
                                                    210.917   282.538
    45 -0.14603741D+05    0.2202586    0.0000151     18.362    12.802    EM
                                                    106.982    77.450
                                                    320.622   171.552
                                                     93.546    70.823
                                                    134.861    52.038
                                                     16.064    24.469
                                                     10.710    52.394
                                                    157.227   186.658
                                                    209.877   283.563
    46 -0.14603537D+05    0.2039411    0.0000140     19.199    13.047    EM
                                                    106.771    77.619
                                                    319.115   171.404
                                                     93.696    70.705
                                                    135.444    52.624
                                                     16.561    24.609
                                                     11.183    51.586
                                                    156.021   187.050
                                                    208.857   284.508
    47 -0.14603349D+05    0.1886255    0.0000129     20.009    13.277    EM
                                                    106.573    77.799
                                                    317.689   171.238
                                                     93.836    70.593
                                                    135.986    53.207
                                                     17.053    24.743
                                                     11.651    50.833
                                                    154.853   187.425
                                                    207.860   285.376
    48 -0.14603174D+05    0.1743073    0.0000119     20.792    13.491    EM
                                                    106.392    77.990
                                                    316.338   171.053
                                                     93.967    70.488
                                                    136.487    53.787
                                                     17.541    24.871
                                                     12.112    50.129
                                                    153.722   187.783
                                                    206.886   286.169
    49 -0.14603013D+05    0.1609746    0.0000110     21.546    13.692    EM
                                                    106.227    78.192
                                                    315.060   170.853
                                                     94.094    70.388
                                                    136.948    54.362
                                                     18.023    24.994
                                                     12.564    49.472
                                                    152.631   188.128
                                                    205.936   286.891
    50 -0.14602865D+05    0.1486075    0.0000102     22.269    13.880    EM
                                                    106.081    78.404
                                                    313.849   170.638
                                                     94.218    70.294
                                                    137.367    54.933
                                                     18.497    25.112
                                                     13.007    48.858
                                                    151.578   188.462
                                                    205.010   287.544
    51 -0.14602728D+05    0.1371781    0.0000094     22.963    14.055    EM
                                                    105.952    78.624
                                                    312.703   170.408
                                                     94.341    70.206
                                                    137.747    55.499
                                                     18.963    25.224
                                                     13.438    48.285
                                                    150.564   188.787
                                                    204.109   288.132
    52 -0.14602601D+05    0.1266512    0.0000087     23.627    14.220    EM
                                                    105.842    78.852
                                                    311.617   170.167
                                                     94.465    70.122
                                                    138.088    56.060
                                                     19.421    25.331
                                                     13.856    47.749
                                                    149.588   189.105
                                                    203.233   288.657
    53 -0.14602484D+05    0.1169862    0.0000080     24.262    14.373    EM
                                                    105.749    79.088
                                                    310.590   169.914
                                                     94.590    70.044
                                                    138.390    56.615
                                                     19.868    25.433
                                                     14.261    47.249
                                                    148.652   189.417
                                                    202.384   289.122
    54 -0.14602376D+05    0.1081378    0.0000074     24.870    14.518    EM
                                                    105.674    79.329
                                                    309.617   169.652
                                                     94.717    69.969
                                                    138.654    57.165
                                                     20.306    25.530
                                                     14.652    46.781
                                                    147.753   189.724
                                                    201.559   289.530
    55 -0.14602276D+05    0.1000582    0.0000069     25.450    14.653    EM
                                                    105.615    79.576
                                                    308.697   169.380
                                                     94.847    69.899
                                                    138.882    57.709
                                                     20.732    25.622
                                                     15.029    46.344
                                                    146.893   190.029
                                                    200.761   289.882
    56 -0.14602183D+05    0.0926976    0.0000063     26.005    14.780    EM
                                                    105.572    79.828
                                                    307.825   169.102
                                                     94.979    69.833
                                                    139.075    58.246
                                                     21.148    25.710
                                                     15.390    45.935
                                                    146.069   190.331
                                                    199.988   290.182
    57 -0.14602097D+05    0.0860061    0.0000059     26.537    14.899    EM
                                                    105.544    80.085
                                                    307.000   168.817
                                                     95.114    69.770
                                                    139.234    58.778
                                                     21.552    25.794
                                                     15.737    45.552
                                                    145.282   190.632
                                                    199.241   290.432
    58 -0.14602017D+05    0.0799341    0.0000055     27.046    15.012    EM
                                                    105.529    80.344
                                                    306.219   168.526
                                                     95.252    69.711
                                                    139.361    59.302
                                                     21.945    25.874
                                                     16.069    45.194
                                                    144.531   190.932
                                                    198.519   290.634
    59 -0.14601943D+05    0.0744334    0.0000051     27.533    15.118    EM
                                                    105.527    80.607
                                                    305.480   168.231
                                                     95.393    69.655
                                                    139.456    59.821
                                                     22.327    25.950
                                                     16.386    44.859
                                                    143.814   191.232
                                                    197.822   290.790
    60 -0.14601873D+05    0.0694577    0.0000048     28.002    15.219    EM
                                                    105.536    80.872
                                                    304.780   167.932
                                                     95.535    69.601
                                                    139.522    60.333
                                                     22.697    26.022
                                                     16.688    44.545
                                                    143.131   191.532
                                                    197.150   290.902
    61 -0.14601808D+05    0.0649626    0.0000044     28.451    15.314    EM
                                                    105.557    81.139
                                                    304.118   167.630
                                                     95.680    69.551
                                                    139.560    60.838
                                                     23.057    26.092
                                                     16.976    44.251
                                                    142.480   191.833
                                                    196.502   290.972
    62 -0.14596240D+05    5.5686901    0.0003814    124.581    36.896    QN
                                                    105.430   163.025
                                                    302.496    82.108
                                                    105.276    49.787
                                                     37.403   198.365
                                                     76.087     8.102
                                                     51.080    45.230
                                                    108.800   240.263
                                                    141.818   123.253
    63 -0.14596240D+05    0.0000002    0.0000000    124.580    36.896    EM
                                                    105.430   163.026
                                                    302.495    82.107
                                                    105.275    49.787
                                                     37.403   198.365
                                                     76.088     8.102
                                                     51.080    45.230
                                                    108.801   240.264
                                                    141.817   123.253
    64 -0.14596240D+05    0.0000001    0.0000000    124.580    36.896    EM
                                                    105.430   163.026
                                                    302.495    82.107
                                                    105.274    49.788
                                                     37.404   198.365
                                                     76.088     8.102
                                                     51.080    45.230
                                                    108.802   240.264
                                                    141.816   123.254


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


    10 -0.14655680D+05   26.5699079    0.0018097     44.868    17.533    EM
                                                     76.225    41.520
                                                    176.641   242.094
                                                    141.635   114.227
                                                    152.257    90.840
                                                     57.568    27.039
                                                     63.964    31.858
                                                     36.207   171.828
                                                    165.141   348.555
    11 -0.14637599D+05   18.0802762    0.0012337     50.485    16.412    EM
                                                     79.685    43.471
                                                    191.307   234.799
                                                    140.771   107.677
                                                    142.391    92.532
                                                     52.847    25.774
                                                     56.835    29.759
                                                     38.477   179.125
                                                    159.021   358.630
    12 -0.14626162D+05   11.4371094    0.0007814     54.893    15.603    EM
                                                     83.535    45.635
                                                    201.895   227.173
                                                    140.213   102.357
                                                    135.695    93.485
                                                     49.130    24.602
                                                     51.345    28.330
                                                     41.448   184.770
                                                    154.128   365.762
    13 -0.14619012D+05    7.1502755    0.0004889     58.145    15.006    EM
                                                     87.401    48.027
                                                    209.310   220.033
                                                    139.811    98.117
                                                    131.150    94.157
                                                     46.315    23.568
                                                     47.101    27.350
                                                     44.890   189.125
                                                    150.373   370.120
    14 -0.14614428D+05    4.5837120    0.0003135     60.387    14.558    EM
                                                     91.055    50.594
                                                    214.532   213.645
                                                    139.437    94.762
                                                    128.031    94.769
                                                     44.238    22.684
                                                     43.763    26.660
                                                     48.599   192.526
                                                    147.591   372.169
    15 -0.14611373D+05    3.0548997    0.0002090     61.812    14.220    EM
                                                     94.381    53.255
                                                    218.332   208.017
                                                    139.019    92.110
                                                    125.854    95.397
                                                     42.731    21.938
                                                     41.080    26.154
                                                     52.417   195.234
                                                    145.613   372.435
    16 -0.14609250D+05    2.1229791    0.0001453     62.623    13.965    EM
                                                     97.337    55.931
                                                    221.242   203.065
                                                    138.532    90.007
                                                    124.300    96.046
                                                     41.653    21.308
                                                     38.875    25.768
                                                     56.226   197.443
                                                    144.289   371.392
    17 -0.14607713D+05    1.5370264    0.0001052     62.995    13.773    EM
                                                     99.922    58.558
                                                    223.605   198.688
                                                    137.977    88.328
                                                    123.153    96.702
                                                     40.892    20.773
                                                     37.028    25.461
                                                     59.941   199.291
                                                    143.492   369.420
    18 -0.14606557D+05    1.1561992    0.0000791     63.073    13.632    EM
                                                    102.159    61.090
                                                    225.637   194.794
                                                    137.368    86.976
                                                    122.271    97.347
                                                     40.362    20.313
                                                     35.458    25.211
                                                     63.506   200.882
                                                    143.116   366.807
    19 -0.14605657D+05    0.9002471    0.0000616     62.964    13.531    EM
                                                    104.081    63.498
                                                    227.470   191.307
                                                    136.720    85.873
                                                    121.556    97.966
                                                     39.997    19.911
                                                     34.109    25.005
                                                     66.888   202.287
                                                    143.073   363.765
    20 -0.14604934D+05    0.7225444    0.0000495     62.746    13.463    EM
                                                    105.723    65.769
                                                    229.184   188.164
                                                    136.051    84.960
                                                    120.940    98.552
                                                     39.751    19.555
                                                     32.938    24.835
                                                     70.071   203.558
                                                    143.291   360.448
    21 -0.14604339D+05    0.5953928    0.0000408     62.474    13.421    EM
                                                    107.123    67.897
                                                    230.826   185.317
                                                    135.372    84.191
                                                    120.378    99.104
                                                     39.588    19.234
                                                     31.916    24.699
                                                     73.051   204.732
                                                    143.712   356.965
    22 -0.14603837D+05    0.5018979    0.0000344     62.183    13.402    EM
                                                    108.316    69.886
                                                    232.422   182.725
                                                    134.695    83.531
                                                    119.840    99.621
                                                     39.485    18.942
                                                     31.018    24.592
                                                     75.830   205.833
                                                    144.287   353.392
    23 -0.14603406D+05    0.4314453    0.0000295     61.897    13.402    EM
                                                    109.331    71.742
                                                    233.984   180.354
                                                    134.027    82.955
                                                    119.307   100.109
                                                     39.422    18.673
                                                     30.227    24.514
                                                     78.418   206.878
                                                    144.976   349.782
    24 -0.14603028D+05    0.3771600    0.0000258     61.629    13.419    EM
                                                    110.197    73.476
                                                    235.521   178.177
                                                    133.374    82.442
                                                    118.766   100.570
                                                     39.388    18.423
                                                     29.528    24.462
                                                     80.827   207.879
                                                    145.748   346.174
    25 -0.14602694D+05    0.3344609    0.0000229     61.388    13.449    EM
                                                    110.937    75.097
                                                    237.032   176.168
                                                    132.739    81.978
                                                    118.211   101.011
                                                     39.374    18.189
                                                     28.909    24.436
                                                     83.070   208.842
                                                    146.577   342.593
    26 -0.14602394D+05    0.3002177    0.0000206     61.178    13.493    EM
                                                    111.572    76.617
                                                    238.519   174.309
                                                    132.125    81.551
                                                    117.636   101.435
                                                     39.374    17.968
                                                     28.359    24.433
                                                     85.159   209.772
                                                    147.443   339.057
    27 -0.14602121D+05    0.2722462    0.0000186     61.001    13.547    EM
                                                    112.119    78.046
                                                    239.979   172.580
                                                    131.533    81.152
                                                    117.042   101.846
                                                     39.385    17.760
                                                     27.871    24.453
                                                     87.107   210.673
                                                    148.328   335.576
    28 -0.14601872D+05    0.2489954    0.0000171     60.856    13.612    EM
                                                    112.591    79.393
                                                    241.411   170.966
                                                    130.964    80.777
                                                    116.429   102.250
                                                     39.403    17.563
                                                     27.437    24.494
                                                     88.928   211.547
                                                    149.220   332.158
    29 -0.14601643D+05    0.2293480    0.0000157     60.742    13.686    EM
                                                    113.002    80.668
                                                    242.814   169.454
                                                    130.417    80.420
                                                    115.797   102.647
                                                     39.428    17.376
                                                     27.051    24.554
                                                     90.631   212.395
                                                    150.109   328.809
    30 -0.14601431D+05    0.2124890    0.0000146     60.658    13.769    EM
                                                    113.361    81.878
                                                    244.186   168.031
                                                    129.892    80.077
                                                    115.148   103.042
                                                     39.458    17.198
                                                     26.708    24.632
                                                     92.228   213.218
                                                    150.987   325.529
    31 -0.14601233D+05    0.1978176    0.0000135     60.602    13.859    EM
                                                    113.676    83.030
                                                    245.526   166.688
                                                    129.388    79.746
                                                    114.484   103.437
                                                     39.494    17.029
                                                     26.403    24.726
                                                     93.727   214.016
                                                    151.847   322.322
    32 -0.14601048D+05    0.1848865    0.0000127     60.571    13.956    EM
                                                    113.955    84.132
                                                    246.833   165.416
                                                    128.905    79.425
                                                    113.808   103.832
                                                     39.534    16.868
                                                     26.133    24.836
                                                     95.136   214.791
                                                    152.684   319.186
    33 -0.14600875D+05    0.1733599    0.0000119     60.563    14.060    EM
                                                    114.202    85.187
                                                    248.106   164.206
                                                    128.442    79.112
                                                    113.122   104.230
                                                     39.579    16.716
                                                     25.894    24.959
                                                     96.463   215.542
                                                    153.496   316.122
    34 -0.14600712D+05    0.1629834    0.0000112     60.577    14.170    EM
                                                    114.423    86.202
                                                    249.346   163.051
                                                    127.997    78.806
                                                    112.427   104.631
                                                     39.630    16.571
                                                     25.683    25.094
                                                     97.713   216.270
                                                    154.280   313.128
    35 -0.14600558D+05    0.1535627    0.0000105     60.611    14.285    EM
                                                    114.622    87.179
                                                    250.554   161.947
                                                    127.571    78.506
                                                    111.726   105.035
                                                     39.686    16.433
                                                     25.498    25.241
                                                     98.894   216.976
                                                    155.033   310.204
    36 -0.14600413D+05    0.1449480    0.0000099     60.663    14.405    EM
                                                    114.801    88.124
                                                    251.728   160.887
                                                    127.161    78.211
                                                    111.020   105.444
                                                     39.747    16.302
                                                     25.337    25.398
                                                    100.010   217.660
                                                    155.754   307.348
    37 -0.14600276D+05    0.1370231    0.0000094     60.732    14.530    EM
                                                    114.964    89.038
                                                    252.870   159.867
                                                    126.767    77.921
                                                    110.311   105.857
                                                     39.814    16.179
                                                     25.197    25.563
                                                    101.066   218.321
                                                    156.444   304.558
    38 -0.14600146D+05    0.1296965    0.0000089     60.815    14.659    EM
                                                    115.112    89.925
                                                    253.980   158.883
                                                    126.388    77.635
                                                    109.601   106.274
                                                     39.887    16.062
                                                     25.077    25.737
                                                    102.066   218.962
                                                    157.102   301.834
    39 -0.14600023D+05    0.1228959    0.0000084     60.913    14.792    EM
                                                    115.248    90.787
                                                    255.060   157.932
                                                    126.024    77.352
                                                    108.891   106.695
                                                     39.966    15.952
                                                     24.975    25.918
                                                    103.013   219.581
                                                    157.727   299.172
    40 -0.14599907D+05    0.1165633    0.0000080     61.024    14.928    EM
                                                    115.372    91.626
                                                    256.109   157.012
                                                    125.673    77.073
                                                    108.182   107.121
                                                     40.051    15.848
                                                     24.890    26.105
                                                    103.912   220.180
                                                    158.321   296.573
    41 -0.14599796D+05    0.1106515    0.0000076     61.147    15.068    EM
                                                    115.486    92.444
                                                    257.130   156.118
                                                    125.335    76.798
                                                    107.476   107.550
                                                     40.141    15.750
                                                     24.821    26.297
                                                    104.764   220.759
                                                    158.883   294.034
    42 -0.14599691D+05    0.1051217    0.0000072     61.280    15.210    EM
                                                    115.592    93.241
                                                    258.122   155.250
                                                    125.009    76.525
                                                    106.772   107.983
                                                     40.237    15.658
                                                     24.767    26.495
                                                    105.573   221.318
                                                    159.415   291.554
    43 -0.14599591D+05    0.0999415    0.0000068     61.424    15.355    EM
                                                    115.689    94.020
                                                    259.086   154.405
                                                    124.694    76.254
                                                    106.072   108.419
                                                     40.340    15.572
                                                     24.726    26.696
                                                    106.342   221.859
                                                    159.916   289.131
    44 -0.14599496D+05    0.0950833    0.0000065     61.578    15.503    EM
                                                    115.778    94.782
                                                    260.024   153.581
                                                    124.390    75.987
                                                    105.377   108.858
                                                     40.447    15.491
                                                     24.698    26.901
                                                    107.072   222.381
                                                    160.389   286.764
    45 -0.14599406D+05    0.0905235    0.0000062     61.741    15.652    EM
                                                    115.861    95.528
                                                    260.936   152.777
                                                    124.096    75.722
                                                    104.688   109.300
                                                     40.560    15.416
                                                     24.681    27.109
                                                    107.765   222.885
                                                    160.834   284.451
    46 -0.14599319D+05    0.0862413    0.0000059     61.911    15.804    EM
                                                    115.937    96.257
                                                    261.823   151.993
                                                    123.812    75.459
                                                    104.003   109.743
                                                     40.679    15.346
                                                     24.676    27.319
                                                    108.424   223.372
                                                    161.252   282.190
    47 -0.14599237D+05    0.0822182    0.0000056     62.090    15.957    EM
                                                    116.007    96.973
                                                    262.686   151.226
                                                    123.538    75.199
                                                    103.325   110.189
                                                     40.802    15.281
                                                     24.681    27.531
                                                    109.050   223.842
                                                    161.643   279.981
    48 -0.14599159D+05    0.0784375    0.0000054     62.276    16.111    EM
                                                    116.071    97.674
                                                    263.526   150.475
                                                    123.272    74.941
                                                    102.654   110.636
                                                     40.930    15.220
                                                     24.696    27.744
                                                    109.646   224.296
                                                    162.010   277.821
    49 -0.14599084D+05    0.0748841    0.0000051     62.469    16.267    EM
                                                    116.130    98.361
                                                    264.343   149.740
                                                    123.014    74.686
                                                    101.989   111.085
                                                     41.063    15.164
                                                     24.720    27.959
                                                    110.212   224.734
                                                    162.353   275.710
    50 -0.14599012D+05    0.0715439    0.0000049     62.668    16.424    EM
                                                    116.185    99.036
                                                    265.138   149.021
                                                    122.765    74.432
                                                    101.331   111.534
                                                     41.201    15.113
                                                     24.753    28.174
                                                    110.749   225.158
                                                    162.673   273.646
    51 -0.14598944D+05    0.0684041    0.0000047     62.874    16.581    EM
                                                    116.234    99.698
                                                    265.913   148.315
                                                    122.523    74.181
                                                    100.680   111.984
                                                     41.342    15.065
                                                     24.794    28.389
                                                    111.260   225.567
                                                    162.971   271.628
    52 -0.14598878D+05    0.0654523    0.0000045     63.085    16.739    EM
                                                    116.279   100.348
                                                    266.667   147.623
                                                    122.289    73.933
                                                    100.037   112.435
                                                     41.488    15.022
                                                     24.843    28.604
                                                    111.745   225.962
                                                    163.248   269.654
    53 -0.14598816D+05    0.0626772    0.0000043     63.302    16.898    EM
                                                    116.320   100.987
                                                    267.401   146.945
                                                    122.062    73.686
                                                     99.400   112.886
                                                     41.637    14.982
                                                     24.898    28.819
                                                    112.206   226.343
                                                    163.505   267.723
    54 -0.14598756D+05    0.0600680    0.0000041     63.524    17.057    EM
                                                    116.356   101.614
                                                    268.115   146.278
                                                    121.841    73.442
                                                     98.771   113.337
                                                     41.789    14.945
                                                     24.961    29.034
                                                    112.644   226.712
                                                    163.743   265.834
    55 -0.14598698D+05    0.0576144    0.0000039     63.751    17.216    EM
                                                    116.388   102.230
                                                    268.812   145.624
                                                    121.628    73.200
                                                     98.150   113.789
                                                     41.945    14.912
                                                     25.030    29.247
                                                    113.060   227.069
                                                    163.963   263.985
    56 -0.14598643D+05    0.0553069    0.0000038     63.983    17.376    EM
                                                    116.417   102.836
                                                    269.490   144.982
                                                    121.420    72.961
                                                     97.536   114.240
                                                     42.104    14.882
                                                     25.105    29.460
                                                    113.454   227.414
                                                    164.166   262.176
    57 -0.14598590D+05    0.0531362    0.0000036     64.219    17.535    EM
                                                    116.442   103.432
                                                    270.151   144.350
                                                    121.218    72.723
                                                     96.929   114.690
                                                     42.265    14.855
                                                     25.185    29.671
                                                    113.828   227.748
                                                    164.352   260.405
    58 -0.14598539D+05    0.0510938    0.0000035     64.459    17.694    EM
                                                    116.464   104.018
                                                    270.794   143.730
                                                    121.023    72.489
                                                     96.330   115.141
                                                     42.429    14.831
                                                     25.271    29.880
                                                    114.182   228.071
                                                    164.523   258.671
    59 -0.14598489D+05    0.0491713    0.0000034     64.703    17.853    EM
                                                    116.482   104.595
                                                    271.421   143.120
                                                    120.832    72.256
                                                     95.738   115.591
                                                     42.595    14.809
                                                     25.362    30.088
                                                    114.518   228.384
                                                    164.679   256.973
    60 -0.14598442D+05    0.0473612    0.0000032     64.951    18.011    EM
                                                    116.498   105.162
                                                    272.032   142.520
                                                    120.648    72.026
                                                     95.153   116.040
                                                     42.764    14.790
                                                     25.457    30.294
                                                    114.837   228.687
                                                    164.821   255.310
    61 -0.14598396D+05    0.0456561    0.0000031     65.202    18.169    EM
                                                    116.510   105.720
                                                    272.628   141.929
                                                    120.468    71.799
                                                     94.575   116.488
                                                     42.934    14.773
                                                     25.557    30.498
                                                    115.138   228.981
                                                    164.949   253.681
    62 -0.14598352D+05    0.0440490    0.0000030     65.457    18.327    EM
                                                    116.519   106.269
                                                    273.208   141.349
                                                    120.294    71.574
                                                     94.004   116.936
                                                     43.106    14.758
                                                     25.661    30.700
                                                    115.423   229.266
                                                    165.065   252.084
    63 -0.14598310D+05    0.0425336    0.0000029     65.715    18.484    EM
                                                    116.526   106.809
                                                    273.773   140.777
                                                    120.124    71.351
                                                     93.441   117.383
                                                     43.279    14.745
                                                     25.769    30.900
                                                    115.692   229.543
                                                    165.169   250.519
    64 -0.14598269D+05    0.0411037    0.0000028     65.975    18.640    EM
                                                    116.530   107.342
                                                    274.324   140.215
                                                    119.960    71.131
                                                     92.884   117.829
                                                     43.453    14.734
                                                     25.880    31.098
                                                    115.947   229.811
                                                    165.262   248.985
    65 -0.14598229D+05    0.0397537    0.0000027     66.239    18.795    EM
                                                    116.532   107.866
                                                    274.861   139.661
                                                    119.799    70.913
                                                     92.334   118.275
                                                     43.629    14.724
                                                     25.995    31.293
                                                    116.188   230.072
                                                    165.344   247.480
    66 -0.14598190D+05    0.0384781    0.0000026     66.505    18.949    EM
                                                    116.531   108.382
                                                    275.385   139.115
                                                    119.644    70.699
                                                     91.790   118.719
                                                     43.806    14.716
                                                     26.113    31.485
                                                    116.415   230.326
                                                    165.416   246.004
    67 -0.14598153D+05    0.0372720    0.0000026     66.774    19.102    EM
                                                    116.528   108.891
                                                    275.895   138.578
                                                    119.492    70.486
                                                     91.253   119.163
                                                     43.984    14.709
                                                     26.234    31.675
                                                    116.628   230.572
                                                    165.478   244.557
    68 -0.14596240D+05    1.9134958    0.0001311    124.596    36.897    QN
                                                    105.427   163.039
                                                    302.489    82.096
                                                    105.266    49.791
                                                     37.398   198.392
                                                     76.103     8.082
                                                     51.082    45.229
                                                    108.799   240.260
                                                    141.800   123.253
    69 -0.14596240D+05    0.0000000    0.0000000    124.596    36.897    EM
                                                    105.427   163.039
                                                    302.489    82.096
                                                    105.266    49.791
                                                     37.399   198.392
                                                     76.103     8.082
                                                     51.082    45.229
                                                    108.799   240.260
                                                    141.800   123.253


     Beginning Time:  22:58:04
        Ending Time:  22:58:22
       Elapsed Time:  00:00:18



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