Mplus VERSION 6
MUTHEN & MUTHEN
04/25/2010  10:59 PM

INPUT INSTRUCTIONS

  Title:
      LCGA

          3-categ ordered poly variables for conviction at each
      age 11-21
          dep. variable scored 0, 1 , 2 (0, 1, or more convictions)

  Data:

          file is naginORDERED.dat;

  Variable:

          names are u11 u12 u13 u14 u15
                    u16 u17 u18 u19 u20
                    u21 c1 c2 c3 c4 c;

          usevar      = u11-u21;
          categorical = u11-u21;
      classes = c(3);

  Analysis:
      type = mixture;


  Model:

      %overall%

     i s q | u11@-.6   u12@-.5   u13@-.4 u14@-.3
     u15@-.2 u16@-.1  u17@0   u18@.1 u19@.2
     u20@.3 u21@.4;




  Output:

          tech1 tech8;

  Plot:
          series = u11-u21(s);
          type = plot3;



INPUT READING TERMINATED NORMALLY




LCGA

3-categ ordered poly variables for conviction at each
age 11-21
dep. variable scored 0, 1 , 2 (0, 1, or more convictions)

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                         403

Number of dependent variables                                   11
Number of independent variables                                  0
Number of continuous latent variables                            3
Number of categorical latent variables                           1

Observed dependent variables

  Binary and ordered categorical (ordinal)
   U11         U12         U13         U14         U15         U16
   U17         U18         U19         U20         U21

Continuous latent variables
   I           S           Q

Categorical latent variables
   C


Estimator                                                      MLR
Information matrix                                        OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
  Maximum number of iterations                                 100
  Convergence criterion                                  0.100D-05
Optimization Specifications for the EM Algorithm
  Maximum number of iterations                                 500
  Convergence criteria
    Loglikelihood change                                 0.100D-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                         10
  Number of final stage optimizations                            2
  Number of initial stage iterations                            10
  Initial stage convergence criterion                    0.100D+01
  Random starts scale                                    0.500D+01
  Random seed for generating random starts                       0
Link                                                         LOGIT

Input data file(s)
  naginORDERED.dat
Input data format  FREE


UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    U11
      Category 1    0.983      396.000
      Category 2    0.012        5.000
      Category 3    0.005        2.000
    U12
      Category 1    0.970      391.000
      Category 2    0.025       10.000
      Category 3    0.005        2.000
    U13
      Category 1    0.948      382.000
      Category 2    0.045       18.000
      Category 3    0.007        3.000
    U14
      Category 1    0.923      372.000
      Category 2    0.062       25.000
      Category 3    0.015        6.000
    U15
      Category 1    0.923      372.000
      Category 2    0.055       22.000
      Category 3    0.022        9.000
    U16
      Category 1    0.928      374.000
      Category 2    0.045       18.000
      Category 3    0.027       11.000
    U17
      Category 1    0.896      361.000
      Category 2    0.069       28.000
      Category 3    0.035       14.000
    U18
      Category 1    0.891      359.000
      Category 2    0.084       34.000
      Category 3    0.025       10.000
    U19
      Category 1    0.906      365.000
      Category 2    0.072       29.000
      Category 3    0.022        9.000
    U20
      Category 1    0.921      371.000
      Category 2    0.057       23.000
      Category 3    0.022        9.000
    U21
      Category 1    0.948      382.000
      Category 2    0.042       17.000
      Category 3    0.010        4.000


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:

           -1071.632  93468            3
           -1071.632  127215           9



     WARNING:  WHEN ESTIMATING A MODEL WITH MORE THAN TWO CLASSES, IT MAY BE
     NECESSARY TO INCREASE THE NUMBER OF RANDOM STARTS USING THE STARTS OPTION
     TO AVOID LOCAL MAXIMA.


THE MODEL ESTIMATION TERMINATED NORMALLY



TESTS OF MODEL FIT

Loglikelihood

          H0 Value                       -1071.632
          H0 Scaling Correction Factor       1.142
            for MLR

Information Criteria

          Number of Free Parameters             12
          Akaike (AIC)                    2167.264
          Bayesian (BIC)                  2215.251
          Sample-Size Adjusted BIC        2177.174
            (n* = (n + 2) / 24)

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

          Pearson Chi-Square

          Value                            724.205
          Degrees of Freedom                177107
          P-Value                           1.0000

          Likelihood Ratio Chi-Square

          Value                            227.754
          Degrees of Freedom                177107
          P-Value                           1.0000

** Of the 177147 cells in the latent class indicator table, 27
   were deleted in the calculation of chi-square due to extreme values.



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

    Latent
   Classes

       1         86.78118          0.21534
       2        303.55938          0.75325
       3         12.65944          0.03141


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

    Latent
   Classes

       1         86.78119          0.21534
       2        303.55941          0.75325
       3         12.65940          0.03141


CLASSIFICATION QUALITY

     Entropy                         0.821


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP

Class Counts and Proportions

    Latent
   Classes

       1               68          0.16873
       2              324          0.80397
       3               11          0.02730


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

           1        2        3

    1   0.914    0.045    0.041
    2   0.073    0.927    0.000
    3   0.105    0.000    0.895


MODEL RESULTS

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

Latent Class 1

 I        |
    U11                1.000      0.000    999.000    999.000
    U12                1.000      0.000    999.000    999.000
    U13                1.000      0.000    999.000    999.000
    U14                1.000      0.000    999.000    999.000
    U15                1.000      0.000    999.000    999.000
    U16                1.000      0.000    999.000    999.000
    U17                1.000      0.000    999.000    999.000
    U18                1.000      0.000    999.000    999.000
    U19                1.000      0.000    999.000    999.000
    U20                1.000      0.000    999.000    999.000
    U21                1.000      0.000    999.000    999.000

 S        |
    U11               -0.600      0.000    999.000    999.000
    U12               -0.500      0.000    999.000    999.000
    U13               -0.400      0.000    999.000    999.000
    U14               -0.300      0.000    999.000    999.000
    U15               -0.200      0.000    999.000    999.000
    U16               -0.100      0.000    999.000    999.000
    U17                0.000      0.000    999.000    999.000
    U18                0.100      0.000    999.000    999.000
    U19                0.200      0.000    999.000    999.000
    U20                0.300      0.000    999.000    999.000
    U21                0.400      0.000    999.000    999.000

 Q        |
    U11                0.360      0.000    999.000    999.000
    U12                0.250      0.000    999.000    999.000
    U13                0.160      0.000    999.000    999.000
    U14                0.090      0.000    999.000    999.000
    U15                0.040      0.000    999.000    999.000
    U16                0.010      0.000    999.000    999.000
    U17                0.000      0.000    999.000    999.000
    U18                0.010      0.000    999.000    999.000
    U19                0.040      0.000    999.000    999.000
    U20                0.090      0.000    999.000    999.000
    U21                0.160      0.000    999.000    999.000

 Means
    I                 -1.633      0.329     -4.955      0.000
    S                  0.264      0.431      0.613      0.540
    Q                 -7.376      1.249     -5.906      0.000

 Thresholds
    U11$1             -0.917      0.319     -2.876      0.004
    U11$2              0.827      0.304      2.716      0.007
    U12$1             -0.917      0.319     -2.876      0.004
    U12$2              0.827      0.304      2.716      0.007
    U13$1             -0.917      0.319     -2.876      0.004
    U13$2              0.827      0.304      2.716      0.007
    U14$1             -0.917      0.319     -2.876      0.004
    U14$2              0.827      0.304      2.716      0.007
    U15$1             -0.917      0.319     -2.876      0.004
    U15$2              0.827      0.304      2.716      0.007
    U16$1             -0.917      0.319     -2.876      0.004
    U16$2              0.827      0.304      2.716      0.007
    U17$1             -0.917      0.319     -2.876      0.004
    U17$2              0.827      0.304      2.716      0.007
    U18$1             -0.917      0.319     -2.876      0.004
    U18$2              0.827      0.304      2.716      0.007
    U19$1             -0.917      0.319     -2.876      0.004
    U19$2              0.827      0.304      2.716      0.007
    U20$1             -0.917      0.319     -2.876      0.004
    U20$2              0.827      0.304      2.716      0.007
    U21$1             -0.917      0.319     -2.876      0.004
    U21$2              0.827      0.304      2.716      0.007

Latent Class 2

 I        |
    U11                1.000      0.000    999.000    999.000
    U12                1.000      0.000    999.000    999.000
    U13                1.000      0.000    999.000    999.000
    U14                1.000      0.000    999.000    999.000
    U15                1.000      0.000    999.000    999.000
    U16                1.000      0.000    999.000    999.000
    U17                1.000      0.000    999.000    999.000
    U18                1.000      0.000    999.000    999.000
    U19                1.000      0.000    999.000    999.000
    U20                1.000      0.000    999.000    999.000
    U21                1.000      0.000    999.000    999.000

 S        |
    U11               -0.600      0.000    999.000    999.000
    U12               -0.500      0.000    999.000    999.000
    U13               -0.400      0.000    999.000    999.000
    U14               -0.300      0.000    999.000    999.000
    U15               -0.200      0.000    999.000    999.000
    U16               -0.100      0.000    999.000    999.000
    U17                0.000      0.000    999.000    999.000
    U18                0.100      0.000    999.000    999.000
    U19                0.200      0.000    999.000    999.000
    U20                0.300      0.000    999.000    999.000
    U21                0.400      0.000    999.000    999.000

 Q        |
    U11                0.360      0.000    999.000    999.000
    U12                0.250      0.000    999.000    999.000
    U13                0.160      0.000    999.000    999.000
    U14                0.090      0.000    999.000    999.000
    U15                0.040      0.000    999.000    999.000
    U16                0.010      0.000    999.000    999.000
    U17                0.000      0.000    999.000    999.000
    U18                0.010      0.000    999.000    999.000
    U19                0.040      0.000    999.000    999.000
    U20                0.090      0.000    999.000    999.000
    U21                0.160      0.000    999.000    999.000

 Means
    I                 -5.245      0.509    -10.297      0.000
    S                  0.802      0.836      0.959      0.337
    Q                 -2.796      2.515     -1.112      0.266

 Thresholds
    U11$1             -0.917      0.319     -2.876      0.004
    U11$2              0.827      0.304      2.716      0.007
    U12$1             -0.917      0.319     -2.876      0.004
    U12$2              0.827      0.304      2.716      0.007
    U13$1             -0.917      0.319     -2.876      0.004
    U13$2              0.827      0.304      2.716      0.007
    U14$1             -0.917      0.319     -2.876      0.004
    U14$2              0.827      0.304      2.716      0.007
    U15$1             -0.917      0.319     -2.876      0.004
    U15$2              0.827      0.304      2.716      0.007
    U16$1             -0.917      0.319     -2.876      0.004
    U16$2              0.827      0.304      2.716      0.007
    U17$1             -0.917      0.319     -2.876      0.004
    U17$2              0.827      0.304      2.716      0.007
    U18$1             -0.917      0.319     -2.876      0.004
    U18$2              0.827      0.304      2.716      0.007
    U19$1             -0.917      0.319     -2.876      0.004
    U19$2              0.827      0.304      2.716      0.007
    U20$1             -0.917      0.319     -2.876      0.004
    U20$2              0.827      0.304      2.716      0.007
    U21$1             -0.917      0.319     -2.876      0.004
    U21$2              0.827      0.304      2.716      0.007

Latent Class 3

 I        |
    U11                1.000      0.000    999.000    999.000
    U12                1.000      0.000    999.000    999.000
    U13                1.000      0.000    999.000    999.000
    U14                1.000      0.000    999.000    999.000
    U15                1.000      0.000    999.000    999.000
    U16                1.000      0.000    999.000    999.000
    U17                1.000      0.000    999.000    999.000
    U18                1.000      0.000    999.000    999.000
    U19                1.000      0.000    999.000    999.000
    U20                1.000      0.000    999.000    999.000
    U21                1.000      0.000    999.000    999.000

 S        |
    U11               -0.600      0.000    999.000    999.000
    U12               -0.500      0.000    999.000    999.000
    U13               -0.400      0.000    999.000    999.000
    U14               -0.300      0.000    999.000    999.000
    U15               -0.200      0.000    999.000    999.000
    U16               -0.100      0.000    999.000    999.000
    U17                0.000      0.000    999.000    999.000
    U18                0.100      0.000    999.000    999.000
    U19                0.200      0.000    999.000    999.000
    U20                0.300      0.000    999.000    999.000
    U21                0.400      0.000    999.000    999.000

 Q        |
    U11                0.360      0.000    999.000    999.000
    U12                0.250      0.000    999.000    999.000
    U13                0.160      0.000    999.000    999.000
    U14                0.090      0.000    999.000    999.000
    U15                0.040      0.000    999.000    999.000
    U16                0.010      0.000    999.000    999.000
    U17                0.000      0.000    999.000    999.000
    U18                0.010      0.000    999.000    999.000
    U19                0.040      0.000    999.000    999.000
    U20                0.090      0.000    999.000    999.000
    U21                0.160      0.000    999.000    999.000

 Means
    I                  0.000      0.000    999.000    999.000
    S                  0.311      1.012      0.308      0.758
    Q                 -3.853      1.943     -1.983      0.047

 Thresholds
    U11$1             -0.917      0.319     -2.876      0.004
    U11$2              0.827      0.304      2.716      0.007
    U12$1             -0.917      0.319     -2.876      0.004
    U12$2              0.827      0.304      2.716      0.007
    U13$1             -0.917      0.319     -2.876      0.004
    U13$2              0.827      0.304      2.716      0.007
    U14$1             -0.917      0.319     -2.876      0.004
    U14$2              0.827      0.304      2.716      0.007
    U15$1             -0.917      0.319     -2.876      0.004
    U15$2              0.827      0.304      2.716      0.007
    U16$1             -0.917      0.319     -2.876      0.004
    U16$2              0.827      0.304      2.716      0.007
    U17$1             -0.917      0.319     -2.876      0.004
    U17$2              0.827      0.304      2.716      0.007
    U18$1             -0.917      0.319     -2.876      0.004
    U18$2              0.827      0.304      2.716      0.007
    U19$1             -0.917      0.319     -2.876      0.004
    U19$2              0.827      0.304      2.716      0.007
    U20$1             -0.917      0.319     -2.876      0.004
    U20$2              0.827      0.304      2.716      0.007
    U21$1             -0.917      0.319     -2.876      0.004
    U21$2              0.827      0.304      2.716      0.007

Categorical Latent Variables

 Means
    C#1                1.925      0.472      4.075      0.000
    C#2                3.177      0.517      6.150      0.000


RESULTS IN PROBABILITY SCALE

Latent Class 1

 U11
    Category 1         0.972      0.012     77.831      0.000
    Category 2         0.023      0.010      2.300      0.021
    Category 3         0.005      0.002      2.098      0.036
 U12
    Category 1         0.937      0.021     45.007      0.000
    Category 2         0.052      0.017      3.102      0.002
    Category 3         0.012      0.004      2.626      0.009
 U13
    Category 1         0.881      0.030     29.151      0.000
    Category 2         0.096      0.024      4.069      0.000
    Category 3         0.023      0.007      3.107      0.002
 U14
    Category 1         0.811      0.040     20.213      0.000
    Category 2         0.150      0.030      4.962      0.000
    Category 3         0.039      0.011      3.400      0.001
 U15
    Category 1         0.743      0.050     15.003      0.000
    Category 2         0.200      0.036      5.611      0.000
    Category 3         0.057      0.016      3.504      0.000
 U16
    Category 1         0.693      0.056     12.282      0.000
    Category 2         0.235      0.039      6.020      0.000
    Category 3         0.072      0.020      3.521      0.000
 U17
    Category 1         0.672      0.060     11.266      0.000
    Category 2         0.250      0.041      6.160      0.000
    Category 3         0.079      0.022      3.523      0.000
 U18
    Category 1         0.682      0.059     11.555      0.000
    Category 2         0.243      0.041      5.962      0.000
    Category 3         0.075      0.021      3.518      0.000
 U19
    Category 1         0.723      0.055     13.071      0.000
    Category 2         0.214      0.040      5.409      0.000
    Category 3         0.063      0.018      3.464      0.001
 U20
    Category 1         0.786      0.049     15.962      0.000
    Category 2         0.169      0.037      4.556      0.000
    Category 3         0.045      0.014      3.272      0.001
 U21
    Category 1         0.857      0.041     20.826      0.000
    Category 2         0.115      0.032      3.560      0.000
    Category 3         0.028      0.010      2.882      0.004

Latent Class 2

 U11
    Category 1         0.997      0.002    412.343      0.000
    Category 2         0.002      0.002      1.226      0.220
    Category 3         0.001      0.000      1.219      0.223
 U12
    Category 1         0.996      0.003    369.977      0.000
    Category 2         0.004      0.002      1.620      0.105
    Category 3         0.001      0.000      1.595      0.111
 U13
    Category 1         0.994      0.003    325.982      0.000
    Category 2         0.005      0.003      1.990      0.047
    Category 3         0.001      0.001      1.928      0.054
 U14
    Category 1         0.992      0.004    267.625      0.000
    Category 2         0.007      0.003      2.156      0.031
    Category 3         0.001      0.001      2.061      0.039
 U15
    Category 1         0.990      0.005    212.373      0.000
    Category 2         0.008      0.004      2.135      0.033
    Category 3         0.002      0.001      2.028      0.043
 U16
    Category 1         0.988      0.006    175.364      0.000
    Category 2         0.010      0.005      2.079      0.038
    Category 3         0.002      0.001      1.969      0.049
 U17
    Category 1         0.987      0.006    156.996      0.000
    Category 2         0.011      0.005      2.075      0.038
    Category 3         0.002      0.001      1.961      0.050
 U18
    Category 1         0.986      0.006    153.643      0.000
    Category 2         0.011      0.005      2.140      0.032
    Category 3         0.002      0.001      2.018      0.044
 U19
    Category 1         0.986      0.006    160.985      0.000
    Category 2         0.011      0.005      2.232      0.026
    Category 3         0.002      0.001      2.104      0.035
 U20
    Category 1         0.987      0.006    169.531      0.000
    Category 2         0.011      0.005      2.212      0.027
    Category 3         0.002      0.001      2.099      0.036
 U21
    Category 1         0.989      0.006    165.763      0.000
    Category 2         0.009      0.005      1.925      0.054
    Category 3         0.002      0.001      1.857      0.063

Latent Class 3

 U11
    Category 1         0.659      0.156      4.230      0.000
    Category 2         0.258      0.105      2.470      0.014
    Category 3         0.083      0.053      1.580      0.114
 U12
    Category 1         0.550      0.138      3.997      0.000
    Category 2         0.325      0.081      4.030      0.000
    Category 3         0.125      0.060      2.080      0.037
 U13
    Category 1         0.456      0.114      3.999      0.000
    Category 2         0.371      0.056      6.650      0.000
    Category 3         0.173      0.064      2.699      0.007
 U14
    Category 1         0.383      0.093      4.098      0.000
    Category 2         0.397      0.039     10.275      0.000
    Category 3         0.220      0.065      3.378      0.001
 U15
    Category 1         0.332      0.078      4.227      0.000
    Category 2         0.408      0.030     13.505      0.000
    Category 3         0.261      0.065      4.030      0.000
 U16
    Category 1         0.300      0.069      4.358      0.000
    Category 2         0.410      0.027     14.923      0.000
    Category 3         0.290      0.064      4.546      0.000
 U17
    Category 1         0.286      0.065      4.393      0.000
    Category 2         0.410      0.027     15.129      0.000
    Category 3         0.304      0.064      4.724      0.000
 U18
    Category 1         0.287      0.069      4.132      0.000
    Category 2         0.410      0.027     15.062      0.000
    Category 3         0.303      0.070      4.319      0.000
 U19
    Category 1         0.305      0.086      3.538      0.000
    Category 2         0.410      0.027     14.943      0.000
    Category 3         0.285      0.083      3.437      0.001
 U20
    Category 1         0.340      0.118      2.877      0.004
    Category 2         0.406      0.032     12.694      0.000
    Category 3         0.254      0.101      2.511      0.012
 U21
    Category 1         0.395      0.167      2.371      0.018
    Category 2         0.394      0.055      7.115      0.000
    Category 3         0.211      0.118      1.789      0.074


LATENT CLASS ODDS RATIO RESULTS

Latent Class 1 Compared to Latent Class 2

 U11
    Category > 1       9.846      9.740      1.011      0.312
    Category > 2       9.846      9.740      1.011      0.312
 U12
    Category > 1      15.441     11.014      1.402      0.161
    Category > 2      15.441     11.014      1.402      0.161
 U13
    Category > 1      22.097     11.405      1.937      0.053
    Category > 2      22.097     11.405      1.937      0.053
 U14
    Category > 1      28.854     11.703      2.466      0.014
    Category > 2      28.854     11.703      2.466      0.014
 U15
    Category > 1      34.378     12.688      2.709      0.007
    Category > 2      34.378     12.688      2.709      0.007
 U16
    Category > 1      37.374     13.734      2.721      0.007
    Category > 2      37.374     13.734      2.721      0.007
 U17
    Category > 1      37.075     13.612      2.724      0.006
    Category > 2      37.075     13.612      2.724      0.006
 U18
    Category > 1      33.559     12.081      2.778      0.005
    Category > 2      33.559     12.081      2.778      0.005
 U19
    Category > 1      27.717     10.142      2.733      0.006
    Category > 2      27.717     10.142      2.733      0.006
 U20
    Category > 1      20.888      8.922      2.341      0.019
    Category > 2      20.888      8.922      2.341      0.019
 U21
    Category > 1      14.363      8.256      1.740      0.082
    Category > 2      14.363      8.256      1.740      0.082

Latent Class 1 Compared to Latent Class 3

 U11
    Category > 1       0.057      0.043      1.316      0.188
    Category > 2       0.057      0.043      1.316      0.188
 U12
    Category > 1       0.083      0.047      1.748      0.081
    Category > 2       0.083      0.047      1.748      0.081
 U13
    Category > 1       0.113      0.050      2.255      0.024
    Category > 2       0.113      0.050      2.255      0.024
 U14
    Category > 1       0.144      0.053      2.699      0.007
    Category > 2       0.144      0.053      2.699      0.007
 U15
    Category > 1       0.171      0.058      2.957      0.003
    Category > 2       0.171      0.058      2.957      0.003
 U16
    Category > 1       0.190      0.062      3.054      0.002
    Category > 2       0.190      0.062      3.054      0.002
 U17
    Category > 1       0.195      0.064      3.035      0.002
    Category > 2       0.195      0.064      3.035      0.002
 U18
    Category > 1       0.188      0.066      2.829      0.005
    Category > 2       0.188      0.066      2.829      0.005
 U19
    Category > 1       0.168      0.071      2.378      0.017
    Category > 2       0.168      0.071      2.378      0.017
 U20
    Category > 1       0.140      0.077      1.831      0.067
    Category > 2       0.140      0.077      1.831      0.067
 U21
    Category > 1       0.109      0.080      1.365      0.172
    Category > 2       0.109      0.080      1.365      0.172

Latent Class 2 Compared to Latent Class 3

 U11
    Category > 1       0.006      0.006      0.981      0.327
    Category > 2       0.006      0.006      0.981      0.327
 U12
    Category > 1       0.005      0.004      1.333      0.183
    Category > 2       0.005      0.004      1.333      0.183
 U13
    Category > 1       0.005      0.003      1.722      0.085
    Category > 2       0.005      0.003      1.722      0.085
 U14
    Category > 1       0.005      0.003      1.970      0.049
    Category > 2       0.005      0.003      1.970      0.049
 U15
    Category > 1       0.005      0.002      2.010      0.044
    Category > 2       0.005      0.002      2.010      0.044
 U16
    Category > 1       0.005      0.003      1.976      0.048
    Category > 2       0.005      0.003      1.976      0.048
 U17
    Category > 1       0.005      0.003      1.963      0.050
    Category > 2       0.005      0.003      1.963      0.050
 U18
    Category > 1       0.006      0.003      1.964      0.050
    Category > 2       0.006      0.003      1.964      0.050
 U19
    Category > 1       0.006      0.003      1.876      0.061
    Category > 2       0.006      0.003      1.876      0.061
 U20
    Category > 1       0.007      0.004      1.603      0.109
    Category > 2       0.007      0.004      1.603      0.109
 U21
    Category > 1       0.008      0.006      1.236      0.217
    Category > 2       0.008      0.006      1.236      0.217


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.397E-03
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS 1


     PARAMETER SPECIFICATION FOR LATENT CLASS 2


     PARAMETER SPECIFICATION FOR LATENT CLASS 3


     PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART


           TAU(U) FOR LATENT CLASS 1
              U11$1         U11$2         U12$1         U12$2         U13$1
              ________      ________      ________      ________      ________
 1                  1             2             1             2             1


           TAU(U) FOR LATENT CLASS 1
              U13$2         U14$1         U14$2         U15$1         U15$2
              ________      ________      ________      ________      ________
 1                  2             1             2             1             2


           TAU(U) FOR LATENT CLASS 1
              U16$1         U16$2         U17$1         U17$2         U18$1
              ________      ________      ________      ________      ________
 1                  1             2             1             2             1


           TAU(U) FOR LATENT CLASS 1
              U18$2         U19$1         U19$2         U20$1         U20$2
              ________      ________      ________      ________      ________
 1                  2             1             2             1             2


           TAU(U) FOR LATENT CLASS 1
              U21$1         U21$2
              ________      ________
 1                  1             2


           TAU(U) FOR LATENT CLASS 2
              U11$1         U11$2         U12$1         U12$2         U13$1
              ________      ________      ________      ________      ________
 1                  1             2             1             2             1


           TAU(U) FOR LATENT CLASS 2
              U13$2         U14$1         U14$2         U15$1         U15$2
              ________      ________      ________      ________      ________
 1                  2             1             2             1             2


           TAU(U) FOR LATENT CLASS 2
              U16$1         U16$2         U17$1         U17$2         U18$1
              ________      ________      ________      ________      ________
 1                  1             2             1             2             1


           TAU(U) FOR LATENT CLASS 2
              U18$2         U19$1         U19$2         U20$1         U20$2
              ________      ________      ________      ________      ________
 1                  2             1             2             1             2


           TAU(U) FOR LATENT CLASS 2
              U21$1         U21$2
              ________      ________
 1                  1             2


           TAU(U) FOR LATENT CLASS 3
              U11$1         U11$2         U12$1         U12$2         U13$1
              ________      ________      ________      ________      ________
 1                  1             2             1             2             1


           TAU(U) FOR LATENT CLASS 3
              U13$2         U14$1         U14$2         U15$1         U15$2
              ________      ________      ________      ________      ________
 1                  2             1             2             1             2


           TAU(U) FOR LATENT CLASS 3
              U16$1         U16$2         U17$1         U17$2         U18$1
              ________      ________      ________      ________      ________
 1                  1             2             1             2             1


           TAU(U) FOR LATENT CLASS 3
              U18$2         U19$1         U19$2         U20$1         U20$2
              ________      ________      ________      ________      ________
 1                  2             1             2             1             2


           TAU(U) FOR LATENT CLASS 3
              U21$1         U21$2
              ________      ________
 1                  1             2


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C#1           C#2           C#3
              ________      ________      ________
 1                 11            12             0


     PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR GROWTH MODEL PART


           LAMBDA(F) FOR LATENT CLASS 1
              I             S             Q
              ________      ________      ________
 U11                0             0             0
 U12                0             0             0
 U13                0             0             0
 U14                0             0             0
 U15                0             0             0
 U16                0             0             0
 U17                0             0             0
 U18                0             0             0
 U19                0             0             0
 U20                0             0             0
 U21                0             0             0


           ALPHA(F) FOR LATENT CLASS 1
              I             S             Q
              ________      ________      ________
 1                  3             4             5


           LAMBDA(F) FOR LATENT CLASS 2
              I             S             Q
              ________      ________      ________
 U11                0             0             0
 U12                0             0             0
 U13                0             0             0
 U14                0             0             0
 U15                0             0             0
 U16                0             0             0
 U17                0             0             0
 U18                0             0             0
 U19                0             0             0
 U20                0             0             0
 U21                0             0             0


           ALPHA(F) FOR LATENT CLASS 2
              I             S             Q
              ________      ________      ________
 1                  6             7             8


           LAMBDA(F) FOR LATENT CLASS 3
              I             S             Q
              ________      ________      ________
 U11                0             0             0
 U12                0             0             0
 U13                0             0             0
 U14                0             0             0
 U15                0             0             0
 U16                0             0             0
 U17                0             0             0
 U18                0             0             0
 U19                0             0             0
 U20                0             0             0
 U21                0             0             0


           ALPHA(F) FOR LATENT CLASS 3
              I             S             Q
              ________      ________      ________
 1                  0             9            10


     STARTING VALUES FOR LATENT CLASS 1


     STARTING VALUES FOR LATENT CLASS 2


     STARTING VALUES FOR LATENT CLASS 3


     STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART


           TAU(U) FOR LATENT CLASS 1
              U11$1         U11$2         U12$1         U12$2         U13$1
              ________      ________      ________      ________      ________
 1              2.710         4.200         2.710         4.200         2.710


           TAU(U) FOR LATENT CLASS 1
              U13$2         U14$1         U14$2         U15$1         U15$2
              ________      ________      ________      ________      ________
 1              4.200         2.710         4.200         2.710         4.200


           TAU(U) FOR LATENT CLASS 1
              U16$1         U16$2         U17$1         U17$2         U18$1
              ________      ________      ________      ________      ________
 1              2.710         4.200         2.710         4.200         2.710


           TAU(U) FOR LATENT CLASS 1
              U18$2         U19$1         U19$2         U20$1         U20$2
              ________      ________      ________      ________      ________
 1              4.200         2.710         4.200         2.710         4.200


           TAU(U) FOR LATENT CLASS 1
              U21$1         U21$2
              ________      ________
 1              2.710         4.200


           TAU(U) FOR LATENT CLASS 2
              U11$1         U11$2         U12$1         U12$2         U13$1
              ________      ________      ________      ________      ________
 1              2.710         4.200         2.710         4.200         2.710


           TAU(U) FOR LATENT CLASS 2
              U13$2         U14$1         U14$2         U15$1         U15$2
              ________      ________      ________      ________      ________
 1              4.200         2.710         4.200         2.710         4.200


           TAU(U) FOR LATENT CLASS 2
              U16$1         U16$2         U17$1         U17$2         U18$1
              ________      ________      ________      ________      ________
 1              2.710         4.200         2.710         4.200         2.710


           TAU(U) FOR LATENT CLASS 2
              U18$2         U19$1         U19$2         U20$1         U20$2
              ________      ________      ________      ________      ________
 1              4.200         2.710         4.200         2.710         4.200


           TAU(U) FOR LATENT CLASS 2
              U21$1         U21$2
              ________      ________
 1              2.710         4.200


           TAU(U) FOR LATENT CLASS 3
              U11$1         U11$2         U12$1         U12$2         U13$1
              ________      ________      ________      ________      ________
 1              2.710         4.200         2.710         4.200         2.710


           TAU(U) FOR LATENT CLASS 3
              U13$2         U14$1         U14$2         U15$1         U15$2
              ________      ________      ________      ________      ________
 1              4.200         2.710         4.200         2.710         4.200


           TAU(U) FOR LATENT CLASS 3
              U16$1         U16$2         U17$1         U17$2         U18$1
              ________      ________      ________      ________      ________
 1              2.710         4.200         2.710         4.200         2.710


           TAU(U) FOR LATENT CLASS 3
              U18$2         U19$1         U19$2         U20$1         U20$2
              ________      ________      ________      ________      ________
 1              4.200         2.710         4.200         2.710         4.200


           TAU(U) FOR LATENT CLASS 3
              U21$1         U21$2
              ________      ________
 1              2.710         4.200


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


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


     STARTING VALUES FOR LATENT CLASS INDICATOR GROWTH MODEL PART


           LAMBDA(F) FOR CLASS LATENT CLASS 1
              I             S             Q
              ________      ________      ________
 U11            1.000        -0.600         0.360
 U12            1.000        -0.500         0.250
 U13            1.000        -0.400         0.160
 U14            1.000        -0.300         0.090
 U15            1.000        -0.200         0.040
 U16            1.000        -0.100         0.010
 U17            1.000         0.000         0.000
 U18            1.000         0.100         0.010
 U19            1.000         0.200         0.040
 U20            1.000         0.300         0.090
 U21            1.000         0.400         0.160


           ALPHA(F) FOR LATENT CLASS 1
              I             S             Q
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA(F) FOR CLASS LATENT CLASS 2
              I             S             Q
              ________      ________      ________
 U11            1.000        -0.600         0.360
 U12            1.000        -0.500         0.250
 U13            1.000        -0.400         0.160
 U14            1.000        -0.300         0.090
 U15            1.000        -0.200         0.040
 U16            1.000        -0.100         0.010
 U17            1.000         0.000         0.000
 U18            1.000         0.100         0.010
 U19            1.000         0.200         0.040
 U20            1.000         0.300         0.090
 U21            1.000         0.400         0.160


           ALPHA(F) FOR LATENT CLASS 2
              I             S             Q
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA(F) FOR CLASS LATENT CLASS 3
              I             S             Q
              ________      ________      ________
 U11            1.000        -0.600         0.360
 U12            1.000        -0.500         0.250
 U13            1.000        -0.400         0.160
 U14            1.000        -0.300         0.090
 U15            1.000        -0.200         0.040
 U16            1.000        -0.100         0.010
 U17            1.000         0.000         0.000
 U18            1.000         0.100         0.010
 U19            1.000         0.200         0.040
 U20            1.000         0.300         0.090
 U21            1.000         0.400         0.160


           ALPHA(F) FOR LATENT CLASS 3
              I             S             Q
              ________      ________      ________
 1              0.000         0.000         0.000


TECHNICAL 8 OUTPUT


  INITIAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12959246D+04    0.0000000    0.0000000    134.333   134.333    EM
                                                    134.333
     2 -0.12675636D+04   28.3610016    0.0218848    134.333   134.333    EM
                                                    134.333
     3 -0.12659181D+04    1.6454987    0.0012982    134.333   134.333    EM
                                                    134.333
     4 -0.12659043D+04    0.0137879    0.0000109    134.333   134.333    EM
                                                    134.333


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.29213700D+04    0.0000000    0.0000000      0.839   398.769    EM
                                                      3.391
     2 -0.15118780D+04 1409.4919282    0.4824764      1.652   395.033    EM
                                                      6.315
     3 -0.12836927D+04  228.1853605    0.1509284      2.803   387.298    EM
                                                     12.899
     4 -0.11762717D+04  107.4209430    0.0836812      4.100   377.528    EM
                                                     21.372
     5 -0.11236690D+04   52.6027002    0.0447199      5.019   369.215    EM
                                                     28.766
     6 -0.11057190D+04   17.9499987    0.0159745      5.667   362.441    EM
                                                     34.892
     7 -0.10985478D+04    7.1712069    0.0064856      6.357   356.749    EM
                                                     39.894
     8 -0.10918881D+04    6.6597480    0.0060623      7.158   351.448    EM
                                                     44.394
     9 -0.10851607D+04    6.7273490    0.0061612      7.474   345.654    EM
                                                     49.872
    10 -0.10808651D+04    4.2955892    0.0039585      7.576   339.823    EM
                                                     55.601


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15676554D+04    0.0000000    0.0000000    264.698   119.023    EM
                                                     19.279
     2 -0.11163499D+04  451.3055101    0.2878857    247.903   127.903    EM
                                                     27.194
     3 -0.11015241D+04   14.8257082    0.0132805    232.748   137.471    EM
                                                     32.781
     4 -0.10940133D+04    7.5108036    0.0068186    219.689   146.516    EM
                                                     36.796
     5 -0.10898083D+04    4.2050085    0.0038437    208.471   154.917    EM
                                                     39.612
     6 -0.10872376D+04    2.5707302    0.0023589    198.802   162.702    EM
                                                     41.497
     7 -0.10855481D+04    1.6894847    0.0015539    190.399   169.947    EM
                                                     42.655
     8 -0.10843412D+04    1.2069584    0.0011118    183.014   176.740    EM
                                                     43.246
     9 -0.10833971D+04    0.9440468    0.0008706    176.447   183.159    EM
                                                     43.395


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14652301D+04    0.0000000    0.0000000     94.515   295.913    EM
                                                     12.572
     2 -0.11020542D+04  363.1759263    0.2478627     77.193   314.997    EM
                                                     10.811
     3 -0.10772781D+04   24.7760556    0.0224817     74.044   317.159    EM
                                                     11.797
     4 -0.10730132D+04    4.2648978    0.0039590     75.610   315.676    EM
                                                     11.714
     5 -0.10722408D+04    0.7724238    0.0007199     77.409   314.028    EM
                                                     11.563


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19045284D+04    0.0000000    0.0000000     23.503   373.493    EM
                                                      6.004
     2 -0.11377421D+04  766.7863394    0.4026122     30.888   366.062    EM
                                                      6.050
     3 -0.11092102D+04   28.5318305    0.0250776     34.685   361.136    EM
                                                      7.179
     4 -0.10999336D+04    9.2766352    0.0083633     38.021   356.130    EM
                                                      8.849
     5 -0.10954618D+04    4.4718546    0.0040656     40.364   351.560    EM
                                                     11.076
     6 -0.10927660D+04    2.6957581    0.0024608     41.744   347.353    EM
                                                     13.904
     7 -0.10906731D+04    2.0928813    0.0019152     42.291   343.358    EM
                                                     17.351
     8 -0.10888067D+04    1.8664470    0.0017113     42.108   339.513    EM
                                                     21.379
     9 -0.10870685D+04    1.7381625    0.0015964     41.295   335.812    EM
                                                     25.893
    10 -0.10854354D+04    1.6331202    0.0015023     39.961   332.269    EM
                                                     30.770


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.60202106D+04    0.0000000    0.0000000      0.000     4.359    EM
                                                    398.641
     2 -0.13051531D+04 4715.0574785    0.7832047      0.000     4.690    EM
                                                    398.310
     3 -0.11860708D+04  119.0822808    0.0912401      0.000    17.795    EM
                                                    385.205
     4 -0.11321123D+04   53.9585572    0.0454935      0.000    27.197    EM
                                                    375.803
     5 -0.11135199D+04   18.5924030    0.0164228      0.000    34.795    EM
                                                    368.205
     6 -0.11045525D+04    8.9673531    0.0080532      0.000    41.300    EM
                                                    361.700
     7 -0.10993623D+04    5.1901696    0.0046989      0.000    46.562    EM
                                                    356.438
     8 -0.10964285D+04    2.9338584    0.0026687      0.007    50.772    EM
                                                    352.221
     9 -0.10939176D+04    2.5109053    0.0022901      0.562    53.718    EM
                                                    348.720
    10 -0.10888529D+04    5.0646885    0.0046299      1.105    56.567    EM
                                                    345.328


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.61216143D+04    0.0000000    0.0000000      3.438     0.107    EM
                                                    399.455
     2 -0.14728936D+04 4648.7206997    0.7593946      2.343     0.119    EM
                                                    400.538
     3 -0.12900967D+04  182.7969257    0.1241074      8.185     3.756    EM
                                                    391.059
     4 -0.11718875D+04  118.2091175    0.0916281     18.029     4.600    EM
                                                    380.372
     5 -0.11229599D+04   48.9275972    0.0417511     27.238     4.825    EM
                                                    370.937
     6 -0.11039012D+04   19.0587640    0.0169719     35.052     5.054    EM
                                                    362.894
     7 -0.10937239D+04   10.1772364    0.0092193     41.944     5.387    EM
                                                    355.669
     8 -0.10872440D+04    6.4799257    0.0059246     48.141     5.752    EM
                                                    349.107
     9 -0.10829159D+04    4.3281405    0.0039808     53.711     6.176    EM
                                                    343.113
    10 -0.10797532D+04    3.1626548    0.0029205     58.638     6.641    EM
                                                    337.721


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.48149457D+04    0.0000000    0.0000000      5.499     0.899    EM
                                                    396.601
     2 -0.12876666D+04 3527.2791281    0.7325688     11.235     1.714    EM
                                                    390.051
     3 -0.11569677D+04  130.6988764    0.1015006     16.718     5.406    EM
                                                    380.876
     4 -0.11195808D+04   37.3869140    0.0323146     20.426    10.634    EM
                                                    371.940
     5 -0.11050011D+04   14.5797169    0.0130225     22.834    15.495    EM
                                                    364.670
     6 -0.10977005D+04    7.3005706    0.0066068     24.769    19.937    EM
                                                    358.294
     7 -0.10930746D+04    4.6259214    0.0042142     26.154    24.152    EM
                                                    352.695
     8 -0.10899561D+04    3.1184923    0.0028530     26.967    28.282    EM
                                                    347.751
     9 -0.10876641D+04    2.2919668    0.0021028     27.301    32.418    EM
                                                    343.282
    10 -0.10857862D+04    1.8779152    0.0017266     27.232    36.602    EM
                                                    339.165


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12149100D+04    0.0000000    0.0000000     61.763   322.627    EM
                                                     18.610
     2 -0.11001525D+04  114.7575829    0.0944577     46.240   336.554    EM
                                                     20.206
     3 -0.10871198D+04   13.0326243    0.0118462     44.967   334.369    EM
                                                     23.664
     4 -0.10856268D+04    1.4930195    0.0013734     43.956   332.012    EM
                                                     27.033
     5 -0.10847303D+04    0.8964986    0.0008258     42.844   329.802    EM
                                                     30.355


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.52500859D+04    0.0000000    0.0000000     11.192     2.035    EM
                                                    389.773
     2 -0.13674352D+04 3882.6506966    0.7395404     13.824     5.338    EM
                                                    383.837
     3 -0.12051346D+04  162.3005896    0.1186898     20.655     6.401    EM
                                                    375.944
     4 -0.11327373D+04   72.3973111    0.0600740     27.629     7.544    EM
                                                    367.827
     5 -0.11057657D+04   26.9715821    0.0238110     33.446     8.347    EM
                                                    361.207
     6 -0.10980139D+04    7.7518468    0.0070104     38.177     8.935    EM
                                                    355.888
     7 -0.10938190D+04    4.1948720    0.0038204     42.413     9.321    EM
                                                    351.266
     8 -0.10892620D+04    4.5570743    0.0041662     46.911     9.460    EM
                                                    346.629
     9 -0.10839623D+04    5.2996904    0.0048654     52.139     9.367    EM
                                                    341.493
    10 -0.10795849D+04    4.3773404    0.0040383     57.658     9.187    EM
                                                    336.156


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14272260D+04    0.0000000    0.0000000    102.301   272.768    EM
                                                     27.931
     2 -0.11011309D+04  326.0951548    0.2284818     95.392   280.828    EM
                                                     26.780
     3 -0.10960638D+04    5.0670304    0.0046017     89.560   285.552    EM
                                                     27.888
     4 -0.10929375D+04    3.1263213    0.0028523     83.759   289.603    EM
                                                     29.637
     5 -0.10908189D+04    2.1186056    0.0019385     78.739   292.535    EM
                                                     31.725
     6 -0.10893959D+04    1.4230118    0.0013045     74.434   294.451    EM
                                                     34.115
     7 -0.10882317D+04    1.1641765    0.0010686     70.535   295.700    EM
                                                     36.764
     8 -0.10871641D+04    1.0675752    0.0009810     66.861   296.499    EM
                                                     39.640
     9 -0.10861396D+04    1.0245041    0.0009424     63.323   296.979    EM
                                                     42.698
    10 -0.10851510D+04    0.9886137    0.0009102     59.898   297.221    EM
                                                     45.881


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


     5 -0.10722408D+04    0.7724238    0.0007199     77.409   314.028    EM
                                                     11.563
     6 -0.10719955D+04    0.2453316    0.0002288     78.871   312.652    EM
                                                     11.477
     7 -0.10718829D+04    0.1126112    0.0001050     80.022   311.527    EM
                                                     11.450
     8 -0.10718179D+04    0.0650048    0.0000606     80.939   310.596    EM
                                                     11.465
     9 -0.10717751D+04    0.0427853    0.0000399     81.679   309.815    EM
                                                     11.507
    10 -0.10717447D+04    0.0304018    0.0000284     82.286   309.149    EM
                                                     11.565
    11 -0.10717220D+04    0.0226493    0.0000211     82.792   308.577    EM
                                                     11.631
    12 -0.10717046D+04    0.0173961    0.0000162     83.220   308.079    EM
                                                     11.701
    13 -0.10716910D+04    0.0136338    0.0000127     83.586   307.642    EM
                                                     11.772
    14 -0.10716802D+04    0.0108328    0.0000101     83.904   307.256    EM
                                                     11.840
    15 -0.10716715D+04    0.0086903    0.0000081     84.182   306.913    EM
                                                     11.905
    16 -0.10716644D+04    0.0070205    0.0000066     84.427   306.607    EM
                                                     11.967
    17 -0.10716587D+04    0.0057016    0.0000053     84.644   306.332    EM
                                                     12.024
    18 -0.10716541D+04    0.0046498    0.0000043     84.839   306.084    EM
                                                     12.077
    19 -0.10716503D+04    0.0038049    0.0000036     85.013   305.861    EM
                                                     12.126
    20 -0.10716472D+04    0.0031225    0.0000029     85.170   305.659    EM
                                                     12.171
    21 -0.10716446D+04    0.0025688    0.0000024     85.311   305.476    EM
                                                     12.212
    22 -0.10716425D+04    0.0021178    0.0000020     85.439   305.310    EM
                                                     12.250
    23 -0.10716407D+04    0.0017494    0.0000016     85.556   305.159    EM
                                                     12.285
    24 -0.10716393D+04    0.0014475    0.0000014     85.661   305.022    EM
                                                     12.317
    25 -0.10716381D+04    0.0011996    0.0000011     85.757   304.897    EM
                                                     12.346
    26 -0.10716371D+04    0.0009955    0.0000009     85.844   304.783    EM
                                                     12.372
    27 -0.10716363D+04    0.0008271    0.0000008     85.924   304.679    EM
                                                     12.397
    28 -0.10716356D+04    0.0006880    0.0000006     85.997   304.584    EM
                                                     12.419
    29 -0.10716350D+04    0.0005729    0.0000005     86.063   304.498    EM
                                                     12.439
    30 -0.10716345D+04    0.0004776    0.0000004     86.123   304.419    EM
                                                     12.458
    31 -0.10716341D+04    0.0003984    0.0000004     86.179   304.347    EM
                                                     12.475
    32 -0.10716338D+04    0.0003326    0.0000003     86.229   304.280    EM
                                                     12.490
    33 -0.10716335D+04    0.0002779    0.0000003     86.276   304.220    EM
                                                     12.504
    34 -0.10716333D+04    0.0002323    0.0000002     86.318   304.165    EM
                                                     12.517
    35 -0.10716331D+04    0.0001943    0.0000002     86.357   304.114    EM
                                                     12.529
    36 -0.10716329D+04    0.0001627    0.0000002     86.392   304.068    EM
                                                     12.540
    37 -0.10716328D+04    0.0001362    0.0000001     86.425   304.025    EM
                                                     12.550
    38 -0.10716327D+04    0.0001141    0.0000001     86.454   303.987    EM
                                                     12.559
    39 -0.10716322D+04    0.0005189    0.0000005     86.712   303.669    FS
                                                     12.620
    40 -0.10716321D+04    0.0000632    0.0000001     86.743   303.613    FS
                                                     12.644
    41 -0.10716321D+04    0.0000109    0.0000000     86.774   303.573    FS
                                                     12.653
    42 -0.10716321D+04    0.0000022    0.0000000     86.774   303.569    FS
                                                     12.657
    43 -0.10716321D+04    0.0000005    0.0000000     86.781   303.560    FS
                                                     12.658
    44 -0.10716321D+04    0.0000002    0.0000000     86.779   303.562    FS
                                                     12.659
    45 -0.10716321D+04    0.0000001    0.0000000     86.782   303.559    FS
                                                     12.659
    46 -0.10716321D+04    0.0000000    0.0000000     86.781   303.560    FS
                                                     12.659
    47 -0.10716321D+04    0.0000000    0.0000000     86.782   303.559    FS
                                                     12.659
    48 -0.10716321D+04    0.0000000    0.0000000     86.781   303.560    FS
                                                     12.659
    49 -0.10716321D+04    0.0000000    0.0000000     86.781   303.559    FS
                                                     12.659


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


    10 -0.10795849D+04    4.3773404    0.0040383     57.658     9.187    EM
                                                    336.156
    11 -0.10767708D+04    2.8141135    0.0026067     62.601     9.101    EM
                                                    331.299
    12 -0.10750057D+04    1.7651118    0.0016393     66.652     9.139    EM
                                                    327.209
    13 -0.10739029D+04    1.1027715    0.0010258     69.881     9.262    EM
                                                    323.856
    14 -0.10732119D+04    0.6909840    0.0006434     72.440     9.438    EM
                                                    321.121
    15 -0.10727681D+04    0.4438134    0.0004135     74.476     9.645    EM
                                                    318.879
    16 -0.10724721D+04    0.2960062    0.0002759     76.112     9.866    EM
                                                    317.022
    17 -0.10722668D+04    0.2052758    0.0001914     77.444    10.090    EM
                                                    315.467
    18 -0.10721196D+04    0.1472169    0.0001373     78.544    10.308    EM
                                                    314.148
    19 -0.10720112D+04    0.1083927    0.0001011     79.467    10.516    EM
                                                    313.017
    20 -0.10719298D+04    0.0814086    0.0000759     80.252    10.710    EM
                                                    312.038
    21 -0.10718678D+04    0.0620717    0.0000579     80.928    10.888    EM
                                                    311.184
    22 -0.10718199D+04    0.0478900    0.0000447     81.516    11.052    EM
                                                    310.432
    23 -0.10717826D+04    0.0373046    0.0000348     82.031    11.201    EM
                                                    309.768
    24 -0.10717533D+04    0.0292942    0.0000273     82.487    11.336    EM
                                                    309.177
    25 -0.10717301D+04    0.0231641    0.0000216     82.892    11.457    EM
                                                    308.651
    26 -0.10717117D+04    0.0184286    0.0000172     83.253    11.568    EM
                                                    308.180
    27 -0.10716969D+04    0.0147404    0.0000138     83.576    11.667    EM
                                                    307.757
    28 -0.10716851D+04    0.0118472    0.0000111     83.867    11.757    EM
                                                    307.376
    29 -0.10716755D+04    0.0095630    0.0000089     84.128    11.838    EM
                                                    307.034
    30 -0.10716678D+04    0.0077491    0.0000072     84.365    11.912    EM
                                                    306.724
    31 -0.10716615D+04    0.0063012    0.0000059     84.578    11.978    EM
                                                    306.444
    32 -0.10716563D+04    0.0051400    0.0000048     84.772    12.038    EM
                                                    306.190
    33 -0.10716521D+04    0.0042047    0.0000039     84.947    12.093    EM
                                                    305.960
    34 -0.10716487D+04    0.0034485    0.0000032     85.106    12.143    EM
                                                    305.751
    35 -0.10716458D+04    0.0028349    0.0000026     85.251    12.188    EM
                                                    305.561
    36 -0.10716435D+04    0.0023354    0.0000022     85.383    12.228    EM
                                                    305.389
    37 -0.10716416D+04    0.0019276    0.0000018     85.503    12.266    EM
                                                    305.231
    38 -0.10716333D+04    0.0082990    0.0000077     86.487    12.508    FS
                                                    304.005
    39 -0.10716323D+04    0.0009869    0.0000009     86.628    12.602    FS
                                                    303.770
    40 -0.10716321D+04    0.0001683    0.0000002     86.752    12.635    FS
                                                    303.613
    41 -0.10716321D+04    0.0000341    0.0000000     86.750    12.650    FS
                                                    303.599
    42 -0.10716321D+04    0.0000088    0.0000000     86.781    12.655    FS
                                                    303.564
    43 -0.10716321D+04    0.0000030    0.0000000     86.773    12.658    FS
                                                    303.569
    44 -0.10716321D+04    0.0000013    0.0000000     86.783    12.659    FS
                                                    303.558
    45 -0.10716321D+04    0.0000006    0.0000000     86.779    12.659    FS
                                                    303.562
    46 -0.10716321D+04    0.0000003    0.0000000     86.783    12.659    FS
                                                    303.558
    47 -0.10716321D+04    0.0000002    0.0000000     86.780    12.659    FS
                                                    303.560
    48 -0.10716321D+04    0.0000001    0.0000000     86.782    12.659    FS
                                                    303.559
    49 -0.10716321D+04    0.0000000    0.0000000     86.781    12.659    FS
                                                    303.560
    50 -0.10716321D+04    0.0000000    0.0000000     86.782    12.659    FS
                                                    303.559
    51 -0.10716321D+04    0.0000000    0.0000000     86.781    12.659    FS
                                                    303.560
    52 -0.10716321D+04    0.0000000    0.0000000     86.781    12.659    FS
                                                    303.559


PLOT INFORMATION

The following plots are available:

  Histograms (sample values)
  Scatterplots (sample values)
  Sample proportions
  Estimated probabilities

     Beginning Time:  22:59:00
        Ending Time:  22:59:01
       Elapsed Time:  00:00:01



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