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

INPUT INSTRUCTIONS

  TITLE:	this is an example of a hidden Markov
  	model with four time points
  DATA:	FILE IS ex8.12.dat;
  VARIABLE:	NAMES ARE u1-u4 c1-c4;
  	USEV = u1-u4;
  	CATEGORICAL = u1-u4;
  	CLASSES = c1(2) c2(2) c3(2) c4(2);
  ANALYSIS:	TYPE = MIXTURE;
  MODEL:
  	%OVERALL%
  	[c2#1-c4#1]  (1);
  	c4 ON c3 (2);	
  	c3 ON c2 (2);
  	c2 ON c1 (2);
  MODEL c1:
  	%c1#1%
  	[u1$1] (3);
  	%c1#2%
  	[u1$1] (4);
  MODEL c2:
  	%c2#1%
  	[u2$1] (3);
  	%c2#2%
  	[u2$1] (4);
  MODEL c3:
  	%c3#1%
  	[u3$1] (3);
  	%c3#2%
  	[u3$1] (4);
  MODEL c4:
  	%c4#1%
  	[u4$1] (3);
  	%c4#2%
  	[u4$1] (4);
  OUTPUT:	TECH1 TECH8;



INPUT READING TERMINATED NORMALLY



this is an example of a hidden Markov
model with four time points

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        5000

Number of dependent variables                                    4
Number of independent variables                                  0
Number of continuous latent variables                            0
Number of categorical latent variables                           4

Observed dependent variables

  Binary and ordered categorical (ordinal)
   U1          U2          U3          U4

Categorical latent variables
   C1          C2          C3          C4


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)
  ex8.12.dat
Input data format  FREE


UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    U1
      Category 1    0.490     2450.000
      Category 2    0.510     2550.000
    U2
      Category 1    0.585     2926.000
      Category 2    0.415     2074.000
    U3
      Category 1    0.616     3080.000
      Category 2    0.384     1920.000
    U4
      Category 1    0.634     3171.000
      Category 2    0.366     1829.000


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:

          -13427.811  533738           11
          -13427.811  27071            15
          -13427.811  650371           14
          -13427.811  851945           18



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                        5

Loglikelihood

          H0 Value                      -13427.811
          H0 Scaling Correction Factor      1.0505
            for MLR

Information Criteria

          Akaike (AIC)                   26865.623
          Bayesian (BIC)                 26898.209
          Sample-Size Adjusted BIC       26882.320
            (n* = (n + 2) / 24)

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

          Pearson Chi-Square

          Value                             10.297
          Degrees of Freedom                    10
          P-Value                           0.4148

          Likelihood Ratio Chi-Square

          Value                             10.240
          Degrees of Freedom                    10
          P-Value                           0.4197



MODEL RESULTS USE THE LATENT CLASS VARIABLE ORDER

   C1  C2  C3  C4

  Latent Class Variable Patterns

         C1        C2        C3        C4
      Class     Class     Class     Class

         1         1         1         1
         1         1         1         2
         1         1         2         1
         1         1         2         2
         1         2         1         1
         1         2         1         2
         1         2         2         1
         1         2         2         2
         2         1         1         1
         2         1         1         2
         2         1         2         1
         2         1         2         2
         2         2         1         1
         2         2         1         2
         2         2         2         1
         2         2         2         2


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

  Latent Class
    Pattern

    1  1  1  1        377.91675          0.07558
    1  1  1  2        344.32855          0.06887
    1  1  2  1         61.26805          0.01225
    1  1  2  2        596.78608          0.11936
    1  2  1  1         61.26805          0.01225
    1  2  1  2         55.82272          0.01116
    1  2  2  1        106.18905          0.02124
    1  2  2  2       1034.34241          0.20687
    2  1  1  1         60.21291          0.01204
    2  1  1  2         54.86135          0.01097
    2  1  2  1          9.76175          0.00195
    2  1  2  2         95.08503          0.01902
    2  2  1  1        104.36028          0.02087
    2  2  1  2         95.08503          0.01902
    2  2  2  1        180.87598          0.03618
    2  2  2  2       1761.83602          0.35237


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

  Latent Class
    Variable    Class

    C1             1      2637.92188          0.52758
                   2      2362.07837          0.47242
    C2             1      1600.22046          0.32004
                   2      3399.77954          0.67996
    C3             1      1153.85559          0.23077
                   2      3846.14429          0.76923
    C4             1       961.85278          0.19237
                   2      4038.14697          0.80763


LATENT TRANSITION PROBABILITIES BASED ON THE ESTIMATED MODEL

  C1 Classes (Rows) by C2 Classes (Columns)

            1        2

   1     0.523    0.477
   2     0.093    0.907

  C2 Classes (Rows) by C3 Classes (Columns)

            1        2

   1     0.523    0.477
   2     0.093    0.907

  C3 Classes (Rows) by C4 Classes (Columns)

            1        2

   1     0.523    0.477
   2     0.093    0.907


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

  Latent Class
    Pattern

    1  1  1  1        380.68779          0.07614
    1  1  1  2        342.33901          0.06847
    1  1  2  1         61.02173          0.01220
    1  1  2  2        590.40189          0.11808
    1  2  1  1         62.07001          0.01241
    1  2  1  2         55.76877          0.01115
    1  2  2  1        107.82794          0.02157
    1  2  2  2       1037.80449          0.20756
    2  1  1  1         59.98072          0.01200
    2  1  1  2         55.30855          0.01106
    2  1  2  1          9.68747          0.00194
    2  1  2  2         94.38270          0.01888
    2  2  1  1        103.57403          0.02071
    2  2  1  2         96.14565          0.01923
    2  2  2  1        179.50583          0.03590
    2  2  2  2       1763.49343          0.35270


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

  Latent Class
    Variable    Class

    C1             1      2637.92163          0.52758
                   2      2362.07837          0.47242
    C2             1      1593.80994          0.31876
                   2      3406.19019          0.68124
    C3             1      1155.87451          0.23117
                   2      3844.12549          0.76883
    C4             1       964.35547          0.19287
                   2      4035.64478          0.80713


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

Class Counts and Proportions

  Latent Class
    Pattern

    1  1  1  1              383          0.07660
    1  1  1  2              279          0.05580
    1  1  2  1                0          0.00000
    1  1  2  2              633          0.12660
    1  2  1  1                0          0.00000
    1  2  1  2                0          0.00000
    1  2  2  1                0          0.00000
    1  2  2  2             1404          0.28080
    2  1  1  1                0          0.00000
    2  1  1  2                0          0.00000
    2  1  2  1                0          0.00000
    2  1  2  2                0          0.00000
    2  2  1  1                0          0.00000
    2  2  1  2                0          0.00000
    2  2  2  1                0          0.00000
    2  2  2  2             2301          0.46020


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

  Latent Class
    Variable    Class

    C1             1            2699          0.53980
                   2            2301          0.46020
    C2             1            1295          0.25900
                   2            3705          0.74100
    C3             1             662          0.13240
                   2            4338          0.86760
    C4             1             383          0.07660
                   2            4617          0.92340


CLASSIFICATION QUALITY

     Entropy                         0.374


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

  Latent Class Variable Patterns

  Latent Class         C1        C2        C3        C4
   Pattern No.      Class     Class     Class     Class

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

           1        2        3        4        5        6        7        8        9

    1   0.366    0.132    0.024    0.091    0.024    0.009    0.016    0.063    0.056
    2   0.135    0.306    0.009    0.210    0.009    0.020    0.006    0.144    0.009
    3   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    4   0.083    0.077    0.034    0.333    0.005    0.005    0.023    0.229    0.005
    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   0.057    0.050    0.009    0.089    0.023    0.020    0.041    0.383    0.004
    9   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   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   0.030    0.038    0.007    0.070    0.006    0.007    0.012    0.127    0.012

          10       11       12       13       14       15       16

    1   0.020    0.004    0.014    0.039    0.014    0.027    0.103
    2   0.019    0.001    0.013    0.006    0.013    0.004    0.098
    3   0.000    0.000    0.000    0.000    0.000    0.000    0.000
    4   0.005    0.002    0.021    0.004    0.003    0.016    0.155
    5   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
    7   0.000    0.000    0.000    0.000    0.000    0.000    0.000
    8   0.003    0.001    0.006    0.016    0.014    0.027    0.258
    9   0.000    0.000    0.000    0.000    0.000    0.000    0.000
   10   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
   12   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
   14   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
   16   0.015    0.003    0.028    0.027    0.029    0.052    0.537


MODEL RESULTS

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

Latent Class Pattern 1 1 1 1

 Thresholds
    U1$1              -0.904      0.269     -3.356      0.001
    U2$1              -0.904      0.269     -3.356      0.001
    U3$1              -0.904      0.269     -3.356      0.001
    U4$1              -0.904      0.269     -3.356      0.001

Latent Class Pattern 1 1 1 2

 Thresholds
    U1$1              -0.904      0.269     -3.356      0.001
    U2$1              -0.904      0.269     -3.356      0.001
    U3$1              -0.904      0.269     -3.356      0.001
    U4$1               0.933      0.154      6.079      0.000

Latent Class Pattern 1 1 2 1

 Thresholds
    U1$1              -0.904      0.269     -3.356      0.001
    U2$1              -0.904      0.269     -3.356      0.001
    U3$1               0.933      0.154      6.079      0.000
    U4$1              -0.904      0.269     -3.356      0.001

Latent Class Pattern 1 1 2 2

 Thresholds
    U1$1              -0.904      0.269     -3.356      0.001
    U2$1              -0.904      0.269     -3.356      0.001
    U3$1               0.933      0.154      6.079      0.000
    U4$1               0.933      0.154      6.079      0.000

Latent Class Pattern 1 2 1 1

 Thresholds
    U1$1              -0.904      0.269     -3.356      0.001
    U2$1               0.933      0.154      6.079      0.000
    U3$1              -0.904      0.269     -3.356      0.001
    U4$1              -0.904      0.269     -3.356      0.001

Latent Class Pattern 1 2 1 2

 Thresholds
    U1$1              -0.904      0.269     -3.356      0.001
    U2$1               0.933      0.154      6.079      0.000
    U3$1              -0.904      0.269     -3.356      0.001
    U4$1               0.933      0.154      6.079      0.000

Latent Class Pattern 1 2 2 1

 Thresholds
    U1$1              -0.904      0.269     -3.356      0.001
    U2$1               0.933      0.154      6.079      0.000
    U3$1               0.933      0.154      6.079      0.000
    U4$1              -0.904      0.269     -3.356      0.001

Latent Class Pattern 1 2 2 2

 Thresholds
    U1$1              -0.904      0.269     -3.356      0.001
    U2$1               0.933      0.154      6.079      0.000
    U3$1               0.933      0.154      6.079      0.000
    U4$1               0.933      0.154      6.079      0.000

Latent Class Pattern 2 1 1 1

 Thresholds
    U1$1               0.933      0.154      6.079      0.000
    U2$1              -0.904      0.269     -3.356      0.001
    U3$1              -0.904      0.269     -3.356      0.001
    U4$1              -0.904      0.269     -3.356      0.001

Latent Class Pattern 2 1 1 2

 Thresholds
    U1$1               0.933      0.154      6.079      0.000
    U2$1              -0.904      0.269     -3.356      0.001
    U3$1              -0.904      0.269     -3.356      0.001
    U4$1               0.933      0.154      6.079      0.000

Latent Class Pattern 2 1 2 1

 Thresholds
    U1$1               0.933      0.154      6.079      0.000
    U2$1              -0.904      0.269     -3.356      0.001
    U3$1               0.933      0.154      6.079      0.000
    U4$1              -0.904      0.269     -3.356      0.001

Latent Class Pattern 2 1 2 2

 Thresholds
    U1$1               0.933      0.154      6.079      0.000
    U2$1              -0.904      0.269     -3.356      0.001
    U3$1               0.933      0.154      6.079      0.000
    U4$1               0.933      0.154      6.079      0.000

Latent Class Pattern 2 2 1 1

 Thresholds
    U1$1               0.933      0.154      6.079      0.000
    U2$1               0.933      0.154      6.079      0.000
    U3$1              -0.904      0.269     -3.356      0.001
    U4$1              -0.904      0.269     -3.356      0.001

Latent Class Pattern 2 2 1 2

 Thresholds
    U1$1               0.933      0.154      6.079      0.000
    U2$1               0.933      0.154      6.079      0.000
    U3$1              -0.904      0.269     -3.356      0.001
    U4$1               0.933      0.154      6.079      0.000

Latent Class Pattern 2 2 2 1

 Thresholds
    U1$1               0.933      0.154      6.079      0.000
    U2$1               0.933      0.154      6.079      0.000
    U3$1               0.933      0.154      6.079      0.000
    U4$1              -0.904      0.269     -3.356      0.001

Latent Class Pattern 2 2 2 2

 Thresholds
    U1$1               0.933      0.154      6.079      0.000
    U2$1               0.933      0.154      6.079      0.000
    U3$1               0.933      0.154      6.079      0.000
    U4$1               0.933      0.154      6.079      0.000

Categorical Latent Variables

 C4#1     ON
    C3#1               2.369      0.653      3.628      0.000

 C3#1     ON
    C2#1               2.369      0.653      3.628      0.000

 C2#1     ON
    C1#1               2.369      0.653      3.628      0.000

 Means
    C1#1               0.110      0.360      0.307      0.759
    C2#1              -2.276      0.629     -3.618      0.000
    C3#1              -2.276      0.629     -3.618      0.000
    C4#1              -2.276      0.629     -3.618      0.000


RESULTS IN PROBABILITY SCALE

Latent Class Pattern 1 1 1 1

 U1
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U2
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U3
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U4
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000

Latent Class Pattern 1 1 1 2

 U1
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U2
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U3
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U4
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000

Latent Class Pattern 1 1 2 1

 U1
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U2
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U3
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U4
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000

Latent Class Pattern 1 1 2 2

 U1
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U2
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U3
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U4
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000

Latent Class Pattern 1 2 1 1

 U1
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U2
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U3
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U4
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000

Latent Class Pattern 1 2 1 2

 U1
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U2
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U3
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U4
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000

Latent Class Pattern 1 2 2 1

 U1
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U2
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U3
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U4
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000

Latent Class Pattern 1 2 2 2

 U1
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U2
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U3
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U4
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000

Latent Class Pattern 2 1 1 1

 U1
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U2
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U3
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U4
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000

Latent Class Pattern 2 1 1 2

 U1
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U2
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U3
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U4
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000

Latent Class Pattern 2 1 2 1

 U1
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U2
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U3
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U4
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000

Latent Class Pattern 2 1 2 2

 U1
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U2
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U3
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U4
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000

Latent Class Pattern 2 2 1 1

 U1
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U2
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U3
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U4
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000

Latent Class Pattern 2 2 1 2

 U1
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U2
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U3
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000
 U4
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000

Latent Class Pattern 2 2 2 1

 U1
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U2
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U3
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U4
    Category 1         0.288      0.055      5.217      0.000
    Category 2         0.712      0.055     12.882      0.000

Latent Class Pattern 2 2 2 2

 U1
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U2
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U3
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000
 U4
    Category 1         0.718      0.031     23.077      0.000
    Category 2         0.282      0.031      9.074      0.000


LATENT CLASS ODDS RATIO RESULTS

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       0.159      0.038      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       0.159      0.038      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       0.159      0.038      4.160      0.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       0.159      0.038      4.160      0.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       0.159      0.038      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       0.159      0.038      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       0.159      0.038      4.160      0.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       0.159      0.038      4.160      0.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       0.159      0.038      4.160      0.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       0.159      0.038      4.160      0.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       0.159      0.038      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       0.159      0.038      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       0.159      0.038      4.160      0.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       0.159      0.038      4.160      0.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       0.159      0.038      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       0.159      0.038      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       6.280      1.509      4.160      0.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       0.159      0.038      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       6.280      1.509      4.160      0.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       6.280      1.509      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       0.159      0.038      4.160      0.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       6.280      1.509      4.160      0.000
 U4
    Category > 1       1.000      0.000    999.000    999.000

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

 U1
    Category > 1       1.000      0.000    999.000    999.000
 U2
    Category > 1       1.000      0.000    999.000    999.000
 U3
    Category > 1       1.000      0.000    999.000    999.000
 U4
    Category > 1       6.280      1.509      4.160      0.000


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.595E-03
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 1 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 1 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 2 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 2 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 1 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 1 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 2 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 2 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 1 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 1 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 2 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 2 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 1 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 1 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 2 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 2 2


     PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C1#1          C1#2          C2#1          C2#2          C3#1
              ________      ________      ________      ________      ________
 1                  3             0             4             0             4


           ALPHA(C)
              C3#2          C4#1          C4#2
              ________      ________      ________
 1                  0             4             0


           BETA(C)
              C3#1          C3#2
              ________      ________
 C4#1               5             0
 C4#2               0             0


           BETA(C)
              C2#1          C2#2
              ________      ________
 C3#1               5             0
 C3#2               0             0


           BETA(C)
              C1#1          C1#2
              ________      ________
 C2#1               5             0
 C2#2               0             0


     STARTING VALUES FOR LATENT CLASS PATTERN 1 1 1 1


     STARTING VALUES FOR LATENT CLASS PATTERN 1 1 1 2


     STARTING VALUES FOR LATENT CLASS PATTERN 1 1 2 1


     STARTING VALUES FOR LATENT CLASS PATTERN 1 1 2 2


     STARTING VALUES FOR LATENT CLASS PATTERN 1 2 1 1


     STARTING VALUES FOR LATENT CLASS PATTERN 1 2 1 2


     STARTING VALUES FOR LATENT CLASS PATTERN 1 2 2 1


     STARTING VALUES FOR LATENT CLASS PATTERN 1 2 2 2


     STARTING VALUES FOR LATENT CLASS PATTERN 2 1 1 1


     STARTING VALUES FOR LATENT CLASS PATTERN 2 1 1 2


     STARTING VALUES FOR LATENT CLASS PATTERN 2 1 2 1


     STARTING VALUES FOR LATENT CLASS PATTERN 2 1 2 2


     STARTING VALUES FOR LATENT CLASS PATTERN 2 2 1 1


     STARTING VALUES FOR LATENT CLASS PATTERN 2 2 1 2


     STARTING VALUES FOR LATENT CLASS PATTERN 2 2 2 1


     STARTING VALUES FOR LATENT CLASS PATTERN 2 2 2 2


     STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1 1
              U1$1          U2$1          U3$1          U4$1
              ________      ________      ________      ________
 1             -0.043        -0.043        -0.043        -0.043


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1 2
              U1$1          U2$1          U3$1          U4$1
              ________      ________      ________      ________
 1             -0.043        -0.043        -0.043         0.707


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2 1
              U1$1          U2$1          U3$1          U4$1
              ________      ________      ________      ________
 1             -0.043        -0.043         0.707        -0.043


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2 2
              U1$1          U2$1          U3$1          U4$1
              ________      ________      ________      ________
 1             -0.043        -0.043         0.707         0.707


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1 1
              U1$1          U2$1          U3$1          U4$1
              ________      ________      ________      ________
 1             -0.043         0.707        -0.043        -0.043


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1 2
              U1$1          U2$1          U3$1          U4$1
              ________      ________      ________      ________
 1             -0.043         0.707        -0.043         0.707


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2 1
              U1$1          U2$1          U3$1          U4$1
              ________      ________      ________      ________
 1             -0.043         0.707         0.707        -0.043


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2 2
              U1$1          U2$1          U3$1          U4$1
              ________      ________      ________      ________
 1             -0.043         0.707         0.707         0.707


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1 1
              U1$1          U2$1          U3$1          U4$1
              ________      ________      ________      ________
 1              0.707        -0.043        -0.043        -0.043


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1 2
              U1$1          U2$1          U3$1          U4$1
              ________      ________      ________      ________
 1              0.707        -0.043        -0.043         0.707


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2 1
              U1$1          U2$1          U3$1          U4$1
              ________      ________      ________      ________
 1              0.707        -0.043         0.707        -0.043


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2 2
              U1$1          U2$1          U3$1          U4$1
              ________      ________      ________      ________
 1              0.707        -0.043         0.707         0.707


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1 1
              U1$1          U2$1          U3$1          U4$1
              ________      ________      ________      ________
 1              0.707         0.707        -0.043        -0.043


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1 2
              U1$1          U2$1          U3$1          U4$1
              ________      ________      ________      ________
 1              0.707         0.707        -0.043         0.707


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2 1
              U1$1          U2$1          U3$1          U4$1
              ________      ________      ________      ________
 1              0.707         0.707         0.707        -0.043


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2 2
              U1$1          U2$1          U3$1          U4$1
              ________      ________      ________      ________
 1              0.707         0.707         0.707         0.707


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C1#1          C1#2          C2#1          C2#2          C3#1
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           ALPHA(C)
              C3#2          C4#1          C4#2
              ________      ________      ________
 1              0.000         0.000         0.000


           BETA(C)
              C3#1          C3#2
              ________      ________
 C4#1           0.000         0.000
 C4#2           0.000         0.000


           BETA(C)
              C2#1          C2#2
              ________      ________
 C3#1           0.000         0.000
 C3#2           0.000         0.000


           BETA(C)
              C1#1          C1#2
              ________      ________
 C2#1           0.000         0.000
 C2#2           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 -0.13597200D+05    0.0000000    0.0000000    314.676   324.708    EM
                                                    319.615   332.674
                                                    312.000   323.520
                                                    320.608   335.003
                                                    291.670   302.736
                                                    297.527   311.060
                                                    292.076   304.764
                                                    301.127   316.236
     2 -0.13589459D+05    7.7411631    0.0005693    316.324   331.980    EM
                                                    325.117   347.596
                                                    317.405   334.748
                                                    333.329   357.767
                                                    273.249   288.461
                                                    282.062   302.907
                                                    279.674   296.814
                                                    294.681   317.885
     3 -0.13582215D+05    7.2439679    0.0005331    317.758   338.925    EM
                                                    330.037   362.456
                                                    322.161   345.351
                                                    345.582   381.046
                                                    256.082   274.788
                                                    267.164   294.741
                                                    267.675   288.797
                                                    288.115   319.324
     4 -0.13575044D+05    7.1708615    0.0005280    319.037   345.608    EM
                                                    334.405   377.350
                                                    326.304   355.342
                                                    357.410   404.992
                                                    239.978   261.605
                                                    252.717   286.518
                                                    256.018   280.685
                                                    281.424   320.607
     5 -0.13567764D+05    7.2805674    0.0005363    320.219   352.074    EM
                                                    338.224   392.339
                                                    329.848   364.692
                                                    368.814   429.709
                                                    224.822   248.844
                                                    238.655   278.214
                                                    244.676   272.468
                                                    274.617   321.783
     6 -0.13560266D+05    7.4974479    0.0005526    321.364   358.350    EM
                                                    341.481   407.448
                                                    332.790   373.331
                                                    379.757   455.254
                                                    210.550   236.479
                                                    224.950   269.825
                                                    233.654   264.151
                                                    267.718   322.900
     7 -0.13552512D+05    7.7538964    0.0005718    322.536   364.451    EM
                                                    344.146   422.664
                                                    335.115   381.153
                                                    390.167   481.621
                                                    197.141   224.513
                                                    211.609   261.363
                                                    222.982   255.761
                                                    260.765   324.011
     8 -0.13544524D+05    7.9880135    0.0005894    323.808   370.387    EM
                                                    346.188   437.946
                                                    336.806   388.031
                                                    399.942   508.736
                                                    184.601   212.977
                                                    198.669   252.864
                                                    212.714   247.343
                                                    253.814   325.175
     9 -0.13536379D+05    8.1450155    0.0006014    325.261   376.162    EM
                                                    347.576   453.218
                                                    337.851   393.821
                                                    408.961   536.459
                                                    172.953   201.920
                                                    186.184   244.378
                                                    202.914   238.955
                                                    246.933   326.455
    10 -0.13528198D+05    8.1810574    0.0006044    326.986   381.782    EM
                                                    348.286   468.383
                                                    338.244   398.381
                                                    417.093   564.577
                                                    162.229   191.402
                                                    174.220   235.970
                                                    193.656   230.672
                                                    240.200   327.920


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15933184D+05    0.0000000    0.0000000     17.022    79.402    EM
                                                    279.611   180.307
                                                    280.728  1309.757
                                                    637.570   411.219
                                                     33.333   155.524
                                                    547.617   353.215
                                                     76.004   354.680
                                                    172.637   111.373
     2 -0.13601461D+05 2331.7236086    0.1463439     70.410   182.466    EM
                                                    452.417   204.385
                                                    453.162  1174.383
                                                    507.609   229.325
                                                     91.925   238.229
                                                    590.672   266.851
                                                    103.139   267.297
                                                    115.533    52.197
     3 -0.13596228D+05    5.2331141    0.0003847     70.386   182.843    EM
                                                    452.602   204.931
                                                    452.449  1175.341
                                                    507.107   229.610
                                                     91.765   238.382
                                                    590.083   267.180
                                                    102.816   267.090
                                                    115.237    52.178
     4 -0.13591792D+05    4.4358902    0.0003263     70.321   183.287    EM
                                                    453.238   205.927
                                                    452.173  1178.606
                                                    508.044   230.838
                                                     91.093   237.439
                                                    587.135   266.776
                                                    102.107   266.159
                                                    114.727    52.131
     5 -0.13587869D+05    3.9229163    0.0002886     70.231   183.800    EM
                                                    454.258   207.337
                                                    452.271  1183.799
                                                    510.238   232.921
                                                     89.987   235.543
                                                    582.103   265.732
                                                    101.073   264.600
                                                    114.039    52.067
     6 -0.13584284D+05    3.5846112    0.0002638     70.126   184.384    EM
                                                    455.603   209.132
                                                    452.679  1190.586
                                                    513.534   235.788
                                                     88.521   232.828
                                                    575.232   264.128
                                                     99.769   262.492
                                                    113.204    51.994
     7 -0.13580921D+05    3.3630404    0.0002476     70.016   185.039    EM
                                                    457.217   211.284
                                                    453.337  1198.657
                                                    517.797   239.384
                                                     86.758   229.414
                                                    566.750   262.033
                                                     98.242   259.906
                                                    112.247    51.920
     8 -0.13577704D+05    3.2169175    0.0002369     69.908   185.763    EM
                                                    459.047   213.770
                                                    454.190  1207.714
                                                    522.903   243.660
                                                     84.762   225.414
                                                    556.870   259.514
                                                     96.535   256.906
                                                    111.192    51.852
     9 -0.13574588D+05    3.1159732    0.0002295     69.813   186.555    EM
                                                    461.043   216.567
                                                    455.186  1217.471
                                                    528.737   248.574
                                                     82.588   220.935
                                                    545.798   256.631
                                                     94.691   253.554
                                                    110.060    51.796
    10 -0.13571551D+05    3.0378103    0.0002238     69.738   187.414    EM
                                                    463.158   219.656
                                                    456.277  1227.649
                                                    535.189   254.088
                                                     80.290   216.078
                                                    533.733   253.442
                                                     92.746   249.909
                                                    108.874    51.757


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14846006D+05    0.0000000    0.0000000      2.378    19.802    EM
                                                    173.652   121.938
                                                    139.834  1224.631
                                                    616.396   430.922
                                                      9.745   117.369
                                                    718.818   543.854
                                                     44.033   466.724
                                                    207.827   162.078
     2 -0.14019310D+05  826.6959165    0.0556847    170.362   314.821    EM
                                                    497.372   343.117
                                                    438.377   870.189
                                                    494.541   345.518
                                                    114.915   231.212
                                                    364.193   257.953
                                                    107.711   231.984
                                                    125.674    92.063
     3 -0.13613587D+05  405.7226279    0.0289403    202.828   331.455    EM
                                                    490.167   362.951
                                                    439.533   764.369
                                                    496.876   374.781
                                                    126.766   222.819
                                                    329.100   249.555
                                                    122.877   229.688
                                                    143.427   112.810
     4 -0.13576030D+05   37.5569963    0.0027588    232.501   352.171    EM
                                                    480.196   384.182
                                                    435.396   697.923
                                                    488.971   399.329
                                                    134.317   217.247
                                                    296.068   242.175
                                                    131.763   225.695
                                                    152.550   129.515
     5 -0.13551300D+05   24.7302588    0.0018216    260.034   369.668    EM
                                                    470.160   403.605
                                                    429.917   644.332
                                                    482.238   422.970
                                                    139.408   210.616
                                                    267.788   234.759
                                                    138.406   220.795
                                                    159.842   145.463
     6 -0.13533304D+05   17.9965394    0.0013280    286.051   384.910    EM
                                                    460.071   421.508
                                                    423.567   599.215
                                                    475.836   445.596
                                                    142.894   203.676
                                                    243.360   227.503
                                                    143.525   215.550
                                                    165.824   160.913
     7 -0.13519292D+05   14.0115204    0.0010353    310.928   398.413    EM
                                                    449.954   438.037
                                                    416.630   560.086
                                                    469.401   467.114
                                                    145.315   196.793
                                                    222.124   220.506
                                                    147.584   210.244
                                                    170.846   176.027
     8 -0.13507860D+05   11.4320367    0.0008456    334.900   410.493    EM
                                                    439.842   453.283
                                                    409.289   525.445
                                                    462.765   487.437
                                                    147.024   190.159
                                                    203.574   213.826
                                                    150.888   205.030
                                                    175.141   190.905
     9 -0.13498223D+05    9.6368363    0.0007134    358.106   421.359    EM
                                                    429.777   467.303
                                                    401.682   494.347
                                                    455.871   506.490
                                                    148.262   183.876
                                                    187.309   207.494
                                                    153.650   199.997
                                                    178.875   205.602
    10 -0.13489915D+05    8.3084239    0.0006155    380.624   431.154    EM
                                                    419.808   480.141
                                                    393.920   466.164
                                                    448.720   524.214
                                                    149.191   177.994
                                                    173.011   201.526
                                                    156.019   195.196
                                                    182.171   220.145


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14858953D+05    0.0000000    0.0000000      0.540     7.968    EM
                                                    112.624    39.848
                                                    113.248  1678.492
                                                    569.117   202.746
                                                      5.487    81.985
                                                   1142.924   410.598
                                                     27.788   416.312
                                                    139.803    50.518
     2 -0.13682320D+05 1176.6332672    0.0791868      2.348    21.495    EM
                                                    167.366    64.496
                                                    169.029  1553.664
                                                    509.197   197.244
                                                     15.104   139.344
                                                   1077.334   419.026
                                                     45.973   425.430
                                                    138.739    54.213
     3 -0.13652223D+05   30.0974108    0.0021997      2.409    21.655    EM
                                                    163.914    62.986
                                                    165.942  1496.630
                                                    484.082   186.738
                                                     16.524   149.348
                                                   1125.556   435.236
                                                     48.802   442.243
                                                    142.599    55.336
     4 -0.13634320D+05   17.9022335    0.0013113      2.448    21.713    EM
                                                    161.051    61.649
                                                    163.144  1450.445
                                                    464.242   178.236
                                                     17.704   157.612
                                                   1165.730   448.234
                                                     51.030   455.276
                                                    145.417    56.068
     5 -0.13622862D+05   11.4579621    0.0008404      2.475    21.709    EM
                                                    158.610    60.450
                                                    160.641  1411.745
                                                    448.067   171.165
                                                     18.713   164.594
                                                   1200.148   458.924
                                                     52.855   465.738
                                                    147.602    56.564
     6 -0.13615167D+05    7.6953777    0.0005649      2.494    21.672    EM
                                                    156.477    59.369
                                                    158.395  1378.564
                                                    434.491   165.153
                                                     19.593   170.624
                                                   1230.180   467.924
                                                     54.395   474.400
                                                    149.359    56.910
     7 -0.13609812D+05    5.3548661    0.0003933      2.508    21.615    EM
                                                    154.579    58.386
                                                    156.369  1349.578
                                                    422.835   159.947
                                                     20.375   175.927
                                                   1256.791   475.645
                                                     55.726   481.752
                                                    150.813    57.157
     8 -0.13605981D+05    3.8315239    0.0002815      2.518    21.545    EM
                                                    152.862    57.483
                                                    154.527  1323.843
                                                    412.638   155.363
                                                     21.081   180.662
                                                   1280.693   482.377
                                                     56.899   488.124
                                                    152.048    57.336
     9 -0.13603173D+05    2.8076806    0.0002064      2.525    21.469    EM
                                                    151.287    56.648
                                                    152.838  1300.660
                                                    403.572   151.269
                                                     21.728   184.951
                                                   1302.434   488.328
                                                     57.954   493.749
                                                    153.121    57.467
    10 -0.13601069D+05    2.1043430    0.0001547      2.531    21.387    EM
                                                    149.825    55.866
                                                    151.276  1279.491
                                                    395.391   147.562
                                                     22.328   188.885
                                                   1322.450   493.659
                                                     58.916   498.798
                                                    154.071    57.562


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13734567D+05    0.0000000    0.0000000    296.729   325.738    EM
                                                    504.886   211.386
                                                    523.061   583.868
                                                    344.462   147.666
                                                    308.871   346.085
                                                    528.043   227.833
                                                    210.637   238.744
                                                    140.205    61.786
     2 -0.13628235D+05  106.3320709    0.0077419    726.396   419.454    EM
                                                    494.458   191.056
                                                    514.437   302.329
                                                    237.389    93.845
                                                    557.404   327.914
                                                    382.007   151.664
                                                    267.172   159.197
                                                    124.740    50.537
     3 -0.13573617D+05   54.6179857    0.0040077    733.389   402.561    EM
                                                    468.306   179.191
                                                    487.234   272.195
                                                    219.701    85.993
                                                    616.776   344.863
                                                    396.552   155.875
                                                    288.973   163.672
                                                    131.842    52.877
     4 -0.13555570D+05   18.0477342    0.0013296    739.489   387.732    EM
                                                    444.071   169.299
                                                    462.009   246.618
                                                    204.382    79.724
                                                    672.110   359.033
                                                    406.436   159.225
                                                    308.991   167.240
                                                    138.332    55.307
     5 -0.13540718D+05   14.8520794    0.0010956    745.116   373.959    EM
                                                    421.826   160.864
                                                    438.816   224.321
                                                    191.300    74.680
                                                    723.795   370.226
                                                    412.690   161.821
                                                    327.921   170.009
                                                    144.717    57.939
     6 -0.13528334D+05   12.3832118    0.0009145    750.717   361.321    EM
                                                    401.477   153.741
                                                    417.541   204.819
                                                    180.124    70.659
                                                    771.574   378.672
                                                    415.658   163.804
                                                    345.855   172.110
                                                    151.094    60.834
     7 -0.13517957D+05   10.3776493    0.0007671    756.623   349.863    EM
                                                    382.937   147.811
                                                    398.081   187.735
                                                    170.595    67.508
                                                    815.207   384.598
                                                    415.683   165.285
                                                    362.848   173.652
                                                    157.534    64.041
     8 -0.13509246D+05    8.7110338    0.0006444    763.071   339.588    EM
                                                    366.108   142.960
                                                    380.334   172.751
                                                    162.492    65.105
                                                    854.522   388.243
                                                    413.121   166.357
                                                    378.937   174.723
                                                    164.085    67.603
     9 -0.13501920D+05    7.3253823    0.0005422    770.214   330.467    EM
                                                    350.872   139.077
                                                    364.181   159.593
                                                    155.626    63.347
                                                    889.451   389.859
                                                    408.338   167.095
                                                    394.152   175.401
                                                    170.776    71.551
    10 -0.13495731D+05    6.1890903    0.0004584    778.133   322.439    EM
                                                    337.098   136.055
                                                    349.497   148.018
                                                    149.822    62.147
                                                    920.035   389.705
                                                    401.697   167.558
                                                    408.518   175.747
                                                    177.620    75.911


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14339022D+05    0.0000000    0.0000000   1576.397   510.373    EM
                                                    445.056   232.104
                                                    458.222   149.519
                                                    209.562   110.343
                                                    481.900   157.388
                                                    136.562    72.043
                                                    226.510    74.449
                                                    104.153    55.420
     2 -0.13580959D+05  758.0632141    0.0528671   2015.959   435.691    EM
                                                    408.055   131.153
                                                    419.434    91.385
                                                    126.953    41.205
                                                    667.918   145.632
                                                    135.765    44.146
                                                    207.352    45.513
                                                     63.128    20.708
     3 -0.13563432D+05   17.5267767    0.0012905   2007.573   419.889    EM
                                                    392.087   124.456
                                                    403.145    85.053
                                                    120.195    38.555
                                                    717.883   151.572
                                                    140.833    45.265
                                                    219.561    46.687
                                                     65.872    21.372
     4 -0.13553943D+05    9.4892391    0.0006996   1996.960   403.880    EM
                                                    376.299   118.103
                                                    387.067    79.024
                                                    113.909    36.162
                                                    768.801   157.087
                                                    145.565    46.315
                                                    232.141    47.796
                                                     68.781    22.109
     5 -0.13543969D+05    9.9738325    0.0007359   1984.287   387.921    EM
                                                    360.521   112.123
                                                    370.994    73.281
                                                    107.981    34.008
                                                    820.641   162.238
                                                    149.873    47.321
                                                    245.121    48.862
                                                     71.877    22.950
     6 -0.13533635D+05   10.3345279    0.0007630   1969.926   372.181    EM
                                                    344.890   106.567
                                                    355.038    67.847
                                                    102.443    32.098
                                                    872.719   166.929
                                                    153.651    48.282
                                                    258.444    49.880
                                                     75.184    23.920
     7 -0.13523169D+05   10.4654052    0.0007733   1954.387   356.867    EM
                                                    329.583   101.493
                                                    339.360    62.753
                                                     97.338    30.441
                                                    924.113   171.051
                                                    156.787    49.198
                                                    272.013    50.844
                                                     78.728    25.044
     8 -0.13512880D+05   10.2893631    0.0007609   1938.306   342.207    EM
                                                    314.796    96.959
                                                    324.147    58.031
                                                     92.709    29.048
                                                    973.720   174.506
                                                    159.174    50.067
                                                    285.701    51.750
                                                     82.527    26.352
     9 -0.13503101D+05    9.7788119    0.0007237   1922.399   328.420    EM
                                                    300.722    93.014
                                                    309.593    53.707
                                                     88.594    27.924
                                                   1020.367   177.212
                                                    160.733    50.890
                                                    299.361    52.592
                                                     86.598    27.874
    10 -0.13494134D+05    8.9668958    0.0006641   1907.388   315.695    EM
                                                    287.525    89.690
                                                    295.870    49.796
                                                     85.014    27.071
                                                   1062.939   179.119
                                                    161.418    51.669
                                                    312.842    53.371
                                                     90.951    29.641


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.37144296D+05    0.0000000    0.0000000   3637.549     2.949    EM
                                                      2.699     0.214
                                                      2.740     0.002
                                                      0.199     0.016
                                                   1252.121     1.018
                                                      0.931     0.074
                                                     92.176     0.075
                                                      6.703     0.534
     2 -0.13516751D+05 ************    0.6361016   3583.562     2.909    EM
                                                      2.734     0.218
                                                      2.791     0.002
                                                      0.210     0.017
                                                   1297.715     1.061
                                                      0.994     0.080
                                                     99.493     0.082
                                                      7.523     0.609
     3 -0.13501196D+05   15.5555905    0.0011508   3541.340     2.809    EM
                                                      2.649     0.214
                                                      2.714     0.002
                                                      0.208     0.017
                                                   1334.733     1.070
                                                      1.004     0.082
                                                    104.354     0.084
                                                      8.053     0.666
     4 -0.13490842D+05   10.3541098    0.0007669   3502.968     2.720    EM
                                                      2.570     0.212
                                                      2.638     0.002
                                                      0.208     0.017
                                                   1367.054     1.077
                                                      1.011     0.085
                                                    109.870     0.087
                                                      8.735     0.746
     5 -0.13484123D+05    6.7185872    0.0004980   3470.306     2.645    EM
                                                      2.499     0.214
                                                      2.567     0.002
                                                      0.209     0.018
                                                   1392.958     1.080
                                                      1.012     0.089
                                                    115.896     0.091
                                                      9.563     0.851
     6 -0.13479814D+05    4.3093617    0.0003196   3443.749     2.583    EM
                                                      2.437     0.217
                                                      2.505     0.002
                                                      0.213     0.019
                                                   1412.138     1.080
                                                      1.010     0.092
                                                    122.339     0.095
                                                     10.538     0.983
     7 -0.13477018D+05    2.7955890    0.0002074   3422.870     2.532    EM
                                                      2.383     0.223
                                                      2.450     0.002
                                                      0.218     0.021
                                                   1425.076     1.077
                                                      1.003     0.097
                                                    129.138     0.099
                                                     11.665     1.147
     8 -0.13475127D+05    1.8909464    0.0001403   3406.872     2.491    EM
                                                      2.337     0.230
                                                      2.401     0.002
                                                      0.224     0.023
                                                   1432.602     1.072
                                                      0.994     0.101
                                                    136.254     0.104
                                                     12.947     1.346
     9 -0.13473751D+05    1.3765237    0.0001022   3394.867     2.458    EM
                                                      2.295     0.239
                                                      2.357     0.002
                                                      0.232     0.025
                                                   1435.623     1.065
                                                      0.983     0.106
                                                    143.660     0.108
                                                     14.394     1.587
    10 -0.13472650D+05    1.1006187    0.0000817   3386.024     2.431    EM
                                                      2.258     0.249
                                                      2.318     0.002
                                                      0.241     0.027
                                                   1434.975     1.056
                                                      0.969     0.111
                                                    151.336     0.113
                                                     16.012     1.877


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20723408D+05    0.0000000    0.0000000      0.918     6.187    EM
                                                    182.185    59.786
                                                    160.803  1058.098
                                                    688.573   276.850
                                                      6.180    88.450
                                                    984.089   409.064
                                                     67.486   512.455
                                                    325.297   173.578
     2 -0.14265218D+05 6458.1905058    0.3116375      3.563    22.148    EM
                                                    137.464    77.187
                                                    135.362   836.026
                                                    447.335   275.959
                                                     25.467   181.784
                                                    910.964   577.781
                                                    102.370   664.968
                                                    352.015   249.608
     3 -0.13889479D+05  375.7380685    0.0263395      5.972    29.819    EM
                                                    126.941    83.752
                                                    131.985   661.409
                                                    375.902   264.724
                                                     42.392   227.764
                                                    870.391   627.537
                                                    136.535   707.916
                                                    398.046   308.915
     4 -0.13752564D+05  136.9152514    0.0098575      8.138    34.929    EM
                                                    120.747    87.912
                                                    127.862   554.685
                                                    331.041   254.173
                                                     57.224   258.664
                                                    833.040   651.752
                                                    163.394   728.515
                                                    430.827   357.097
     5 -0.13682342D+05   70.2221893    0.0051061     10.261    39.059    EM
                                                    116.434    91.016
                                                    124.104   479.594
                                                    298.387   244.379
                                                     71.245   282.714
                                                    799.485   664.727
                                                    186.553   738.202
                                                    455.793   398.048
     6 -0.13639765D+05   42.5766023    0.0031118     12.401    42.641    EM
                                                    113.077    93.439
                                                    120.735   422.640
                                                    272.919   235.316
                                                     84.911   302.605
                                                    769.207   671.407
                                                    207.390   741.605
                                                    475.812   433.896
     7 -0.13611123D+05   28.6428014    0.0020999     14.588    45.863    EM
                                                    110.268    95.367
                                                    117.679   377.293
                                                    252.127   226.882
                                                     98.467   319.651
                                                    741.550   674.099
                                                    226.649   741.061
                                                    492.465   465.992
     8 -0.13590407D+05   20.7158236    0.0015220     16.842    48.825    EM
                                                    107.798    96.914
                                                    114.868   339.941
                                                    234.597   218.987
                                                    112.068   334.580
                                                    715.957   674.043
                                                    244.779   737.859
                                                    506.697   495.245
     9 -0.13574589D+05   15.8181681    0.0011639     19.181    51.587    EM
                                                    105.557    98.161
                                                    112.246   308.404
                                                    219.466   211.567
                                                    125.813   347.831
                                                    691.986   671.965
                                                    262.070   732.756
                                                    519.113   522.299
    10 -0.13561982D+05   12.6061817    0.0009287     21.615    54.189    EM
                                                    103.477    99.167
                                                    109.777   281.280
                                                    206.178   204.575
                                                    139.766   359.678
                                                    669.301   668.326
                                                    278.713   726.222
                                                    530.116   547.622


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17345547D+05    0.0000000    0.0000000   1789.104    98.081    EM
                                                     72.012    36.379
                                                     70.051     3.850
                                                     26.030    13.177
                                                   1701.236    93.569
                                                     68.606    34.750
                                                    614.503    33.892
                                                    228.665   116.095
     2 -0.13654924D+05 3690.6223941    0.2127706   1805.665   106.126    EM
                                                     73.024    39.314
                                                     72.351     4.254
                                                     26.812    14.441
                                                   1662.403    97.763
                                                     67.254    36.227
                                                    610.301    35.909
                                                    226.233   121.921
     3 -0.13591696D+05   63.2281453    0.0046304   1803.356   105.673    EM
                                                     72.892    38.982
                                                     72.947     4.275
                                                     26.910    14.392
                                                   1662.666    97.430
                                                     67.205    35.942
                                                    613.822    35.969
                                                    226.438   121.101
     4 -0.13548340D+05   43.3561765    0.0031899   1788.489   103.618    EM
                                                     71.758    37.988
                                                     72.187     4.185
                                                     26.475    14.024
                                                   1678.317    97.296
                                                     67.361    35.685
                                                    619.138    35.912
                                                    227.159   120.408
     5 -0.13517291D+05   31.0493855    0.0022917   1768.343   100.874    EM
                                                     70.133    36.774
                                                     70.695     4.040
                                                     25.802    13.555
                                                   1700.006    97.163
                                                     67.490    35.467
                                                    625.170    35.788
                                                    228.439   120.261
     6 -0.13495213D+05   22.0779736    0.0016333   1747.607    98.032    EM
                                                     68.360    35.612
                                                     68.905     3.877
                                                     25.083    13.113
                                                   1721.733    96.922
                                                     67.462    35.293
                                                    631.232    35.634
                                                    230.270   120.864
     7 -0.13479997D+05   15.2160020    0.0011275   1729.127    95.436    EM
                                                     66.654    34.644
                                                     67.099     3.720
                                                     24.430    12.765
                                                   1739.908    96.530
                                                     67.222    35.165
                                                    636.936    35.479
                                                    232.613   122.272
     8 -0.13469893D+05   10.1042724    0.0007496   1714.343    93.251    EM
                                                     65.126    33.926
                                                     65.437     3.581
                                                     23.898    12.535
                                                   1752.767    95.984
                                                     66.767    35.079
                                                    642.110    35.339
                                                    235.404   124.453
     9 -0.13463382D+05    6.5106054    0.0004833   1703.697    91.522    EM
                                                     63.817    33.460
                                                     63.990     3.462
                                                     23.500    12.423
                                                   1759.836    95.302
                                                     66.119    35.031
                                                    646.711    35.226
                                                    238.568   127.335
    10 -0.13459240D+05    4.1417154    0.0003076   1697.014    90.224    EM
                                                     62.726    33.222
                                                     62.769     3.364
                                                     23.230    12.419
                                                   1761.433    94.512
                                                     65.314    35.014
                                                    650.759    35.142
                                                    242.028   130.829


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.25957111D+05    0.0000000    0.0000000      0.001     0.116    EM
                                                      4.345    14.225
                                                      3.765   729.817
                                                    457.659  1534.351
                                                      0.020     3.932
                                                    144.628   485.660
                                                      2.110   433.404
                                                    264.944   921.023
     2 -0.13563214D+05 ************    0.4774760      0.001     0.148    EM
                                                      5.368    15.098
                                                      4.791   662.924
                                                    488.152  1401.161
                                                      0.034     4.805
                                                    172.746   496.925
                                                      3.118   452.524
                                                    326.312   965.893
     3 -0.13549116D+05   14.0988175    0.0010395      0.001     0.171    EM
                                                      5.582    16.106
                                                      5.036   642.213
                                                    475.097  1396.442
                                                      0.040     5.196
                                                    168.522   496.257
                                                      3.426   455.410
                                                    330.945   999.556
     4 -0.13540457D+05    8.6589254    0.0006391      0.002     0.193    EM
                                                      5.778    17.092
                                                      5.256   625.778
                                                    465.210  1399.518
                                                      0.046     5.512
                                                    163.621   493.022
                                                      3.685   455.141
                                                    333.126  1027.021
     5 -0.13534627D+05    5.8300411    0.0004306      0.002     0.216    EM
                                                      5.965    18.066
                                                      5.459   612.245
                                                    457.497  1407.657
                                                      0.051     5.773
                                                    158.438   488.180
                                                      3.906   452.814
                                                    333.704  1050.028
     6 -0.13530423D+05    4.2033342    0.0003106      0.002     0.239    EM
                                                      6.143    19.036
                                                      5.651   600.782
                                                    451.279  1419.209
                                                      0.056     5.992
                                                    153.182   482.335
                                                      4.098   449.130
                                                    333.164  1069.702
     7 -0.13527224D+05    3.1991258    0.0002364      0.003     0.263    EM
                                                      6.316    20.008
                                                      5.835   590.834
                                                    446.115  1433.106
                                                      0.061     6.179
                                                    147.969   475.868
                                                      4.268   444.539
                                                    331.826  1086.811
     8 -0.13524681D+05    2.5433999    0.0001880      0.003     0.287    EM
                                                      6.485    20.987
                                                      6.012   582.014
                                                    441.707  1448.625
                                                      0.065     6.341
                                                    142.869   469.028
                                                      4.420   439.342
                                                    329.911  1101.902
     9 -0.13522586D+05    2.0951798    0.0001549      0.003     0.312    EM
                                                      6.651    21.977
                                                      6.184   574.048
                                                    437.847  1465.263
                                                      0.070     6.485
                                                    137.921   461.981
                                                      4.558   433.748
                                                    327.577  1115.376
    10 -0.13520809D+05    1.7768277    0.0001314      0.004     0.338    EM
                                                      6.816    22.979
                                                      6.353   566.735
                                                    434.386  1482.655
                                                      0.074     6.614
                                                    133.145   454.839
                                                      4.685   427.901
                                                    324.936  1127.540


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19544467D+05    0.0000000    0.0000000      0.002     0.213    EM
                                                      6.585    24.303
                                                      6.445   912.379
                                                    736.199  2721.667
                                                      0.006     0.866
                                                     26.775    98.996
                                                      0.684    96.999
                                                     78.201   289.680
     2 -0.13503689D+05 6040.7780029    0.3090787      0.002     0.225    EM
                                                      6.639    25.063
                                                      6.467   916.434
                                                    721.928  2731.606
                                                      0.006     0.893
                                                     26.340    99.677
                                                      0.684    97.242
                                                     76.514   290.280
     3 -0.13502520D+05    1.1690765    0.0000866      0.002     0.231    EM
                                                      6.683    25.507
                                                      6.494   908.891
                                                    717.431  2745.619
                                                      0.006     0.894
                                                     25.810    98.785
                                                      0.685    96.165
                                                     75.807   290.990
     4 -0.13502082D+05    0.4374967    0.0000324      0.002     0.238    EM
                                                      6.731    25.976
                                                      6.533   901.172
                                                    712.912  2759.101
                                                      0.006     0.897
                                                     25.299    97.920
                                                      0.688    95.226
                                                     75.227   292.073


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19572668D+05    0.0000000    0.0000000     55.625   142.762    EM
                                                    177.919   285.420
                                                    162.854   458.534
                                                    330.641   550.891
                                                     89.513   263.914
                                                    328.899   543.550
                                                    151.307   502.257
                                                    338.639   617.273
     2 -0.13632382D+05 5940.2854725    0.3034990     87.430   175.313    EM
                                                    197.546   335.332
                                                    180.757   398.905
                                                    353.400   620.671
                                                     99.229   227.406
                                                    259.394   451.480
                                                    165.149   425.418
                                                    351.618   670.953
     3 -0.13529105D+05  103.2773795    0.0075759    111.875   201.831    EM
                                                    196.829   373.284
                                                    181.449   359.847
                                                    345.595   674.970
                                                    102.435   210.697
                                                    209.139   405.049
                                                    167.476   385.878
                                                    344.518   729.127
     4 -0.13485312D+05   43.7925800    0.0032369    134.109   222.052    EM
                                                    193.798   398.305
                                                    180.227   326.978
                                                    334.003   703.501
                                                    106.762   201.297
                                                    178.935   374.282
                                                    170.998   359.677
                                                    340.024   775.052
     5 -0.13462951D+05   22.3609229    0.0016582    152.963   236.945    EM
                                                    190.477   414.912
                                                    178.443   301.596
                                                    323.189   718.274
                                                    110.851   195.370
                                                    159.715   353.087
                                                    174.485   341.593
                                                    337.322   810.777
     6 -0.13450938D+05   12.0133654    0.0008923    168.189   247.747    EM
                                                    187.513   426.066
                                                    176.661   282.706
                                                    314.296   725.904
                                                    114.278   191.393
                                                    146.981   338.197
                                                    177.466   328.835
                                                    335.650   838.120
     7 -0.13444449D+05    6.4887858    0.0004824    180.030   255.495    EM
                                                    185.085   433.637
                                                    175.105   268.924
                                                    307.403   729.886
                                                    116.968   188.625
                                                    138.331   327.643
                                                    179.831   319.745
                                                    334.578   858.712
     8 -0.13440985D+05    3.4645943    0.0002577    188.983   261.013    EM
                                                    183.184   438.830
                                                    173.838   258.981
                                                    302.230   732.030
                                                    118.996   186.658
                                                    132.357   320.131
                                                    181.626   313.245
                                                    333.869   874.028
     9 -0.13439162D+05    1.8227593    0.0001356    195.616   264.928    EM
                                                    181.733   442.428
                                                    172.842   251.848
                                                    298.418   733.261
                                                    120.482   185.238
                                                    128.180   314.771
                                                    182.951   308.586
                                                    333.387   885.331
    10 -0.13438214D+05    0.9478211    0.0000705    200.460   267.700    EM
                                                    180.638   444.948
                                                    172.076   246.740
                                                    295.636   734.045
                                                    121.548   184.199
                                                    125.225   310.934
                                                    183.910   305.238
                                                    333.052   893.651


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13576698D+05    0.0000000    0.0000000      0.118     3.402    EM
                                                     54.213    46.730
                                                     53.726  1554.940
                                                    738.150   636.525
                                                      1.162    33.643
                                                    535.997   462.232
                                                     15.825   458.229
                                                    217.480   187.628
     2 -0.13571906D+05    4.7912110    0.0003529      0.710    11.270    EM
                                                    124.572    63.642
                                                    122.892  1953.123
                                                    694.312   354.953
                                                      3.948    62.750
                                                    693.393   354.527
                                                     21.998   349.939
                                                    124.348    63.623
     3 -0.13567957D+05    3.9499667    0.0002910      0.709    11.306    EM
                                                    125.116    64.373
                                                    123.004  1963.257
                                                    700.828   360.911
                                                      3.856    61.563
                                                    681.004   350.766
                                                     21.595   345.111
                                                    123.123    63.478
     4 -0.13565198D+05    2.7589258    0.0002033      0.710    11.354    EM
                                                    125.686    65.187
                                                    123.165  1973.351
                                                    707.664   367.447
                                                      3.766    60.362
                                                    667.787   346.827
                                                     21.198   340.201
                                                    121.905    63.391
     5 -0.13562966D+05    2.2315000    0.0001645      0.711    11.413    EM
                                                    126.286    66.062
                                                    123.382  1982.893
                                                    714.831   374.442
                                                      3.680    59.162
                                                    654.158   342.768
                                                     20.820   335.277
                                                    120.750    63.363
     6 -0.13561140D+05    1.8261863    0.0001346      0.714    11.483    EM
                                                    126.909    66.993
                                                    123.653  1991.682
                                                    722.183   381.815
                                                      3.598    57.986
                                                    640.341   338.673
                                                     20.466   330.427
                                                    119.676    63.402
     7 -0.13559623D+05    1.5164437    0.0001118      0.718    11.563    EM
                                                    127.546    67.974
                                                    123.971  1999.596
                                                    729.609   389.501
                                                      3.523    56.852
                                                    626.500   334.602
                                                     20.140   325.709
                                                    118.689    63.507
     8 -0.13558342D+05    1.2816097    0.0000945      0.724    11.655    EM
                                                    128.195    69.002
                                                    124.332  2006.579
                                                    737.030   397.449
                                                      3.453    55.767
                                                    612.753   330.593
                                                     19.841   321.156
                                                    117.791    63.680
     9 -0.13557237D+05    1.1049867    0.0000815      0.730    11.757    EM
                                                    128.850    70.072
                                                    124.733  2012.616
                                                    744.388   405.621
                                                      3.390    54.735
                                                    599.181   326.672
                                                     19.571   316.786
                                                    116.981    63.916
    10 -0.13556264D+05    0.9729723    0.0000718      0.738    11.870    EM
                                                    129.509    71.182
                                                    125.167  2017.723
                                                    751.646   413.988
                                                      3.332    53.759
                                                    585.840   322.851
                                                     19.327   312.601
                                                    116.253    64.214


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18961732D+05    0.0000000    0.0000000      0.002     0.186    EM
                                                      8.961    21.029
                                                      8.432  1046.795
                                                    942.415  2285.623
                                                      0.009     1.132
                                                     51.884   128.150
                                                      0.965   122.232
                                                    107.990   274.196
     2 -0.13901862D+05 5059.8692484    0.2668464      0.006     0.476    EM
                                                     13.281    28.705
                                                     13.278  1115.989
                                                    803.629  1745.792
                                                      0.052     4.412
                                                    122.681   266.959
                                                      3.174   268.080
                                                    192.550   420.936
     3 -0.13687576D+05  214.2863867    0.0154142      0.006     0.487    EM
                                                     13.211    28.793
                                                     13.285  1118.540
                                                    786.242  1715.095
                                                      0.056     4.716
                                                    127.932   279.123
                                                      3.333   280.880
                                                    197.354   430.949
     4 -0.13601164D+05   86.4122681    0.0063132      0.006     0.489    EM
                                                     13.180    28.970
                                                     13.187  1121.727
                                                    780.514  1715.545
                                                      0.056     4.757
                                                    128.102   281.563
                                                      3.312   281.717
                                                    196.022   430.852
     5 -0.13559399D+05   41.7645742    0.0030707      0.006     0.491    EM
                                                     13.178    29.242
                                                     13.078  1123.126
                                                    778.770  1728.677
                                                      0.055     4.705
                                                    126.210   280.166
                                                      3.237   278.108
                                                    192.808   428.144
     6 -0.13537975D+05   21.4239819    0.0015800      0.006     0.495    EM
                                                     13.200    29.602
                                                     12.993  1122.275
                                                    778.189  1746.874
                                                      0.054     4.629
                                                    123.498   277.257
                                                      3.158   273.110
                                                    189.278   425.382
     7 -0.13526817D+05   11.1582818    0.0008242      0.006     0.501    EM
                                                     13.245    30.039
                                                     12.945  1119.357
                                                    777.623  1766.689
                                                      0.053     4.558
                                                    120.525   273.863
                                                      3.092   268.015
                                                    186.022   423.467
     8 -0.13520978D+05    5.8392459    0.0004317      0.006     0.509    EM
                                                     13.307    30.540
                                                     12.934  1114.763
                                                    776.657  1786.616
                                                      0.052     4.502
                                                    117.534   270.422
                                                      3.045   263.301
                                                    183.211   422.599
     9 -0.13517876D+05    3.1014733    0.0002294      0.006     0.521    EM
                                                     13.384    31.096
                                                     12.956  1108.901
                                                    775.197  1806.079
                                                      0.052     4.462
                                                    114.620   267.096
                                                      3.015   259.081
                                                    180.836   422.698
    10 -0.13516159D+05    1.7171469    0.0001270      0.006     0.534    EM
                                                     13.473    31.696
                                                     13.004  1102.121
                                                    773.281  1824.927
                                                      0.052     4.436
                                                    111.813   263.928
                                                      2.999   255.319
                                                    178.824   423.584


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15067531D+05    0.0000000    0.0000000   3655.861   180.079    EM
                                                     37.098   173.672
                                                     41.114     1.916
                                                     47.730   120.669
                                                    134.312     6.913
                                                      1.253     6.472
                                                    182.969     8.362
                                                    151.008   250.573
     2 -0.13650776D+05 1416.7542380    0.0940270   3522.068   187.324    EM
                                                     58.850   122.060
                                                     61.897     3.213
                                                     43.616    74.999
                                                    319.479    17.620
                                                      5.034    11.067
                                                    229.015    11.447
                                                    134.136   198.173
     3 -0.13525456D+05  125.3201157    0.0091804   3505.769   164.186    EM
                                                     71.858    95.701
                                                     74.498     3.476
                                                     45.332    55.523
                                                    406.316    19.752
                                                      7.971    11.274
                                                    243.872    11.089
                                                    131.121   152.263
     4 -0.13487801D+05   37.6554272    0.0027840   3479.530   150.921    EM
                                                     75.132    81.099
                                                     77.272     3.373
                                                     42.915    44.240
                                                    476.771    21.493
                                                      9.921    11.402
                                                    256.159    10.973
                                                    128.846   129.955
     5 -0.13467888D+05   19.9123479    0.0014763   3447.797   141.215    EM
                                                     76.148    71.357
                                                     77.883     3.232
                                                     40.489    36.967
                                                    538.082    22.937
                                                     11.501    11.504
                                                    266.893    10.917
                                                    127.381   115.697
     6 -0.13455736D+05   12.1524981    0.0009023   3415.536   133.934    EM
                                                     76.292    64.472
                                                     77.717     3.101
                                                     38.399    32.008
                                                    591.256    24.160
                                                     12.817    11.588
                                                    275.858    10.889
                                                    126.214   105.759
     7 -0.13447924D+05    7.8122441    0.0005806   3385.315   128.431    EM
                                                     76.130    59.458
                                                     77.325     2.995
                                                     36.697    28.505
                                                    636.728    25.199
                                                     13.925    11.658
                                                    283.126    10.876
                                                    125.176    98.457
     8 -0.13442828D+05    5.0953842    0.0003789   3358.327   124.278    EM
                                                     75.909    55.740
                                                     76.935     2.914
                                                     35.348    25.969
                                                    675.027    26.083
                                                     14.861    11.717
                                                    288.895    10.874
                                                    124.215    92.907
     9 -0.13439507D+05    3.3210541    0.0002471   3334.947   121.167    EM
                                                     75.734    52.956
                                                     76.637     2.856
                                                     34.298    24.101
                                                    706.849    26.837
                                                     15.654    11.770
                                                    293.400    10.881
                                                    123.322    88.592
    10 -0.13437355D+05    2.1522107    0.0001601   3315.084   118.861    EM
                                                     75.641    50.859
                                                     76.455     2.816
                                                     33.493    22.706
                                                    732.993    27.482
                                                     16.328    11.818
                                                    296.878    10.896
                                                    122.501    85.189


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15397122D+05    0.0000000    0.0000000     82.329   108.578    EM
                                                     86.948   166.824
                                                     77.029   111.773
                                                    122.622   236.198
                                                    254.765   372.508
                                                    303.316   584.450
                                                    320.585   528.470
                                                    536.890  1106.715
     2 -0.13940796D+05 1456.3264040    0.0945843     92.667   141.335    EM
                                                    109.001   251.318
                                                     99.562   164.081
                                                    182.159   425.071
                                                    161.717   273.015
                                                    213.295   498.132
                                                    248.753   463.012
                                                    480.284  1196.598
     3 -0.13601925D+05  338.8707936    0.0243079    102.960   167.676    EM
                                                    122.925   320.991
                                                    114.692   200.609
                                                    225.557   597.595
                                                    119.375   216.102
                                                    160.212   425.069
                                                    203.273   402.531
                                                    422.775  1197.659
     4 -0.13495113D+05  106.8124843    0.0078527    110.459   182.679    EM
                                                    127.252   360.179
                                                    120.267   213.056
                                                    243.512   699.318
                                                    102.391   188.989
                                                    132.944   382.504
                                                    181.879   366.033
                                                    389.774  1198.764
     5 -0.13458089D+05   37.0234275    0.0027435    117.404   192.950    EM
                                                    128.515   383.843
                                                    122.575   215.299
                                                    250.324   757.864
                                                     95.002   174.754
                                                    117.344   356.107
                                                    171.465   343.079
                                                    370.574  1202.902
     6 -0.13444980D+05   13.1092446    0.0009741    123.754   200.399    EM
                                                    128.624   398.402
                                                    123.488   213.217
                                                    251.899   789.846
                                                     92.021   167.067
                                                    107.903   339.333
                                                    166.662   328.378
                                                    359.521  1209.486
     7 -0.13440032D+05    4.9483167    0.0003680    129.318   205.924    EM
                                                    128.312   407.559
                                                    123.768   209.657
                                                    251.203   806.635
                                                     91.106   162.794
                                                    101.885   328.316
                                                    164.687   318.666
                                                    353.135  1217.035
     8 -0.13437929D+05    2.1023944    0.0001564    134.011   210.060    EM
                                                    127.870   413.480
                                                    123.758   205.913
                                                    249.673   815.179
                                                     91.118   160.327
                                                     97.860   320.812
                                                    164.082   312.016
                                                    349.377  1224.463
     9 -0.13436909D+05    1.0204038    0.0000759    137.862   213.173    EM
                                                    127.415   417.433
                                                    123.617   202.513
                                                    247.973   819.420
                                                     91.497   158.828
                                                     95.049   315.516
                                                    164.094   307.302
                                                    347.097  1231.212
    10 -0.13436359D+05    0.5498449    0.0000409    140.958   215.526    EM
                                                    126.992   420.160
                                                    123.426   199.616
                                                    246.380   821.494
                                                     91.972   157.858
                                                     93.012   311.662
                                                    164.346   303.856
                                                    345.652  1237.092


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13935235D+05    0.0000000    0.0000000   2684.129   273.496    EM
                                                    219.467    80.564
                                                    226.944    23.698
                                                     67.988    25.732
                                                    828.731    86.804
                                                     68.339    26.173
                                                    253.555    26.956
                                                     77.136    30.288
     2 -0.13493139D+05  442.0963462    0.0317251   2569.597   289.086    EM
                                                    242.872    87.402
                                                    251.537    29.051
                                                     77.448    28.804
                                                    820.521    95.072
                                                     78.231    29.476
                                                    258.353    30.399
                                                     80.860    31.292
     3 -0.13479846D+05   13.2934912    0.0009852   2541.778   274.489    EM
                                                    229.205    83.747
                                                    236.787    26.286
                                                     73.648    27.849
                                                    870.921    97.036
                                                     79.196    30.393
                                                    275.828    31.214
                                                     87.215    34.408
     4 -0.13469208D+05   10.6372114    0.0007891   2516.273   262.063    EM
                                                    217.034    81.020
                                                    223.630    23.970
                                                     70.551    27.288
                                                    913.559    98.329
                                                     79.417    31.237
                                                    292.127    31.934
                                                     93.670    37.896
     5 -0.13460728D+05    8.4802936    0.0006296   2494.044   251.605    EM
                                                    206.452    79.114
                                                    212.169    22.051
                                                     68.140    27.077
                                                    947.834    98.971
                                                     79.019    31.997
                                                    307.063    32.556
                                                    100.174    41.734
     6 -0.13454141D+05    6.5873122    0.0004894   2475.542   242.945    EM
                                                    197.330    77.916
                                                    202.277    20.468
                                                     66.313    27.165
                                                    974.001    99.070
                                                     78.120    32.678
                                                    320.543    33.090
                                                    106.647    45.895
     7 -0.13449093D+05    5.0473063    0.0003751   2460.785   235.871    EM
                                                    189.503    77.309
                                                    193.786    19.162
                                                     64.970    27.502
                                                    992.798    98.741
                                                     76.843    33.285
                                                    332.552    33.545
                                                    113.009    50.337
     8 -0.13445228D+05    3.8649654    0.0002874   2449.480   230.149    EM
                                                    182.799    77.178
                                                    186.512    18.084
                                                     64.015    28.038
                                                   1005.259    98.097
                                                     75.309    33.823
                                                    343.137    33.931
                                                    119.188    55.003
     9 -0.13442238D+05    2.9902381    0.0002224   2441.158   225.553    EM
                                                    177.048    77.414
                                                    180.277    17.191
                                                     63.360    28.727
                                                   1012.533    97.236
                                                     73.622    34.296
                                                    352.388    34.258
                                                    125.116    59.824
    10 -0.13439886D+05    2.3521395    0.0001750   2435.289   221.878    EM
                                                    172.100    77.923
                                                    174.919    16.448
                                                     62.933    29.526
                                                   1015.747    96.242
                                                     71.867    34.709
                                                    360.419    34.532
                                                    130.741    64.728


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26577287D+05    0.0000000    0.0000000    419.093   167.453    EM
                                                      9.859   133.985
                                                      8.508     3.149
                                                      6.899    86.146
                                                    392.969   158.938
                                                      9.116   121.048
                                                    285.482   108.777
                                                    226.465  2862.115
     2 -0.13696783D+05 ************    0.4846433    410.778   134.803    EM
                                                     19.485   166.088
                                                     17.592     5.568
                                                     22.108   181.526
                                                    247.433    81.991
                                                     11.627    98.210
                                                    279.761    90.638
                                                    347.270  2885.121
     3 -0.13623978D+05   72.8046871    0.0053155    406.770   153.365    EM
                                                     20.890   197.589
                                                     19.373     7.141
                                                     25.328   233.719
                                                    200.568    76.403
                                                     10.242    96.423
                                                    240.612    90.581
                                                    311.703  2909.293
     4 -0.13582518D+05   41.4598147    0.0030432    402.260   170.207    EM
                                                     21.851   227.484
                                                     20.585     8.570
                                                     27.842   284.515
                                                    167.151    71.487
                                                      9.043    93.908
                                                    210.050    89.223
                                                    281.936  2913.888
     5 -0.13553538D+05   28.9808796    0.0021337    397.488   185.314    EM
                                                     22.581   256.223
                                                     21.507     9.897
                                                     30.044   335.658
                                                    141.547    66.722
                                                      8.013    90.798
                                                    185.319    86.982
                                                    257.046  2904.860
     6 -0.13530909D+05   22.6290968    0.0016696    392.039   198.896    EM
                                                     23.141   283.840
                                                     22.233    11.150
                                                     32.019   387.300
                                                    121.359    62.272
                                                      7.139    87.485
                                                    164.906    84.368
                                                    235.811  2886.043
     7 -0.13512118D+05   18.7901767    0.0013887    385.778   211.024    EM
                                                     23.567   310.190
                                                     22.816    12.344
                                                     33.813   439.206
                                                    105.164    58.201
                                                      6.400    84.186
                                                    147.881    81.658
                                                    217.543  2860.229
     8 -0.13496099D+05   16.0195970    0.0011856    378.731   221.709    EM
                                                     23.886   335.041
                                                     23.290    13.485
                                                     35.454   490.874
                                                     92.048    54.540
                                                      5.780    81.034
                                                    133.622    79.019
                                                    201.807  2829.678
     9 -0.13482400D+05   13.6983146    0.0010150    371.029   230.959    EM
                                                     24.122   358.136
                                                     23.681    14.576
                                                     36.959   541.627
                                                     81.377    51.294
                                                      5.265    78.119
                                                    121.677    76.557
                                                    188.298  2796.325
    10 -0.13470820D+05   11.5800325    0.0008589    362.866   238.806    EM
                                                     24.293   379.254
                                                     24.006    15.615
                                                     38.339   590.714
                                                     72.679    48.458
                                                      4.839    75.498
                                                    111.692    74.335
                                                    176.772  2761.834


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13533765D+05    0.0000000    0.0000000   2278.061   155.044    EM
                                                     53.317   114.714
                                                     53.851     3.663
                                                     40.255    86.621
                                                    597.442    40.947
                                                     13.815    30.088
                                                    448.765    30.550
                                                    332.166   720.701
     2 -0.13465266D+05   68.4989355    0.0050613   2248.403   150.394    EM
                                                     50.676   107.626
                                                     51.019     3.409
                                                     36.912    78.338
                                                    642.684    43.302
                                                     14.290    30.740
                                                    465.452    31.111
                                                    332.968   712.675
     3 -0.13458131D+05    7.1355586    0.0005299   2220.514   143.237    EM
                                                     49.539   101.069
                                                     49.702     3.202
                                                     35.469    72.261
                                                    679.532    44.170
                                                     14.936    30.883
                                                    483.446    31.141
                                                    340.686   700.213
     4 -0.13452169D+05    5.9615847    0.0004430   2193.653   137.042    EM
                                                     48.586    95.428
                                                     48.579     3.030
                                                     34.222    67.080
                                                    714.802    45.015
                                                     15.579    31.032
                                                    500.013    31.178
                                                    347.446   687.315
     5 -0.13447289D+05    4.8804727    0.0003628   2168.252   131.737    EM
                                                     47.799    90.605
                                                     47.639     2.889
                                                     33.153    62.684
                                                    748.126    45.838
                                                     16.214    31.190
                                                    515.064    31.226
                                                    353.251   674.335
     6 -0.13443360D+05    3.9288754    0.0002922   2144.601   127.226    EM
                                                     47.164    86.500
                                                     46.866     2.775
                                                     32.244    58.965
                                                    779.235    46.638
                                                     16.835    31.354
                                                    528.591    31.288
                                                    358.165   661.553
     7 -0.13440238D+05    3.1218282    0.0002322   2122.862   123.416    EM
                                                     46.664    83.016
                                                     46.246     2.684
                                                     31.479    55.825
                                                    807.979    47.410
                                                     17.440    31.523
                                                    540.641    31.363
                                                    362.270   649.183
     8 -0.13437781D+05    2.4574664    0.0001828   2103.087   120.214    EM
                                                     46.282    80.065
                                                     45.759     2.611
                                                     30.839    53.175
                                                    834.309    48.153
                                                     18.023    31.697
                                                    551.301    31.452
                                                    365.659   637.373
     9 -0.13435858D+05    1.9231564    0.0001431   2085.247   117.534    EM
                                                     46.001    77.568
                                                     45.388     2.555
                                                     30.309    50.938
                                                    858.262    48.864
                                                     18.582    31.871
                                                    560.681    31.552
                                                    368.428   626.219
    10 -0.13434357D+05    1.5008871    0.0001117   2069.252   115.298    EM
                                                     45.806    75.456
                                                     45.115     2.511
                                                     29.871    49.048
                                                    879.935    49.542
                                                     19.116    32.046
                                                    568.904    31.661
                                                    370.668   615.769


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17010302D+05    0.0000000    0.0000000      8.814    45.554    EM
                                                    532.344    23.024
                                                    480.893  2463.981
                                                    245.644    10.516
                                                     16.850    92.352
                                                    982.357    45.793
                                                      7.553    40.355
                                                      3.799     0.173
     2 -0.13861514D+05 3148.7878286    0.1851106     19.581    86.946    EM
                                                    510.603    31.660
                                                    498.922  2221.509
                                                    183.146    11.414
                                                     40.733   184.041
                                                   1058.352    67.066
                                                     14.557    65.790
                                                      5.342     0.340
     3 -0.13725044D+05  136.4703590    0.0098453     21.188    91.045    EM
                                                    491.751    31.301
                                                    490.732  2115.109
                                                    169.431    10.830
                                                     49.328   213.689
                                                   1145.063    73.604
                                                     16.976    73.706
                                                      5.869     0.379
     4 -0.13670402D+05   54.6420417    0.0039812     21.978    92.819    EM
                                                    480.827    30.854
                                                    483.201  2045.505
                                                    161.011    10.361
                                                     55.001   233.306
                                                   1204.279    77.674
                                                     18.407    78.237
                                                      6.142     0.397
     5 -0.13642781D+05   27.6207752    0.0020205     22.418    93.685    EM
                                                    473.529    30.454
                                                    476.889  1996.152
                                                    155.247    10.003
                                                     59.022   247.275
                                                   1247.637    80.471
                                                     19.344    81.161
                                                      6.304     0.407
     6 -0.13626886D+05   15.8951807    0.0011651     22.683    94.143    EM
                                                    468.323    30.126
                                                    471.733  1959.968
                                                    151.089     9.731
                                                     61.970   257.584
                                                   1280.187    82.489
                                                     19.988    83.166
                                                      6.406     0.413
     7 -0.13616956D+05    9.9299673    0.0007287     22.850    94.404    EM
                                                    464.508    29.869
                                                    467.582  1933.160
                                                    148.018     9.525
                                                     64.156   265.298
                                                   1304.737    83.979
                                                     20.441    84.583
                                                      6.474     0.417
     8 -0.13610391D+05    6.5648588    0.0004821     22.956    94.568    EM
                                                    461.710    29.676
                                                    464.294  1913.451
                                                    145.743     9.372
                                                     65.765   271.057
                                                   1323.041    85.084
                                                     20.758    85.589
                                                      6.518     0.419
     9 -0.13605862D+05    4.5285816    0.0003327     23.024    94.686    EM
                                                    459.704    29.541
                                                    461.747  1899.358
                                                    144.082     9.261
                                                     66.918   275.274
                                                   1336.281    85.895
                                                     20.973    86.292
                                                      6.545     0.421
    10 -0.13602626D+05    3.2358996    0.0002378     23.067    94.789    EM
                                                    458.344    29.457
                                                    459.840  1889.859
                                                    142.913     9.186
                                                     67.698   278.233
                                                   1345.293    86.471
                                                     21.108    86.761
                                                      6.561     0.422


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14641087D+05    0.0000000    0.0000000      0.028     1.138    EM
                                                     40.934    24.508
                                                     38.473  1574.083
                                                    814.460   501.624
                                                      0.504    21.530
                                                    710.861   452.292
                                                     10.496   444.707
                                                    220.832   143.529
     2 -0.13963973D+05  677.1141052    0.0462475      0.865    11.604    EM
                                                    125.113    65.970
                                                    121.874  1646.394
                                                    695.744   372.157
                                                      5.317    73.059
                                                    762.313   414.513
                                                     29.856   411.075
                                                    170.403    93.743
     3 -0.13777700D+05  186.2732210    0.0133396      0.964    12.275    EM
                                                    120.454    64.020
                                                    120.194  1539.635
                                                    630.203   337.886
                                                      6.754    87.157
                                                    842.949   455.488
                                                     35.442   459.075
                                                    186.154   101.352
     4 -0.13703597D+05   74.1030209    0.0053785      1.018    12.600    EM
                                                    117.271    62.387
                                                    118.076  1467.378
                                                    587.037   314.164
                                                      7.818    97.522
                                                    900.640   483.989
                                                     39.174   490.347
                                                    195.148   105.430
     5 -0.13665433D+05   38.1635951    0.0027849      1.051    12.748    EM
                                                    114.843    60.918
                                                    116.039  1412.441
                                                    556.220   296.301
                                                      8.651   105.518
                                                    946.293   505.286
                                                     41.910   512.657
                                                    201.248   107.878
     6 -0.13643213D+05   22.2202482    0.0016260      1.071    12.810    EM
                                                    112.885    59.626
                                                    114.189  1368.732
                                                    532.716   282.262
                                                      9.328   111.953
                                                    983.750   521.990
                                                     44.022   529.536
                                                    205.676   109.452
     7 -0.13629237D+05   13.9756578    0.0010244      1.085    12.828    EM
                                                    111.252    58.493
                                                    112.538  1332.900
                                                    514.020   270.894
                                                      9.895   117.283
                                                   1015.209   535.511
                                                     45.712   542.826
                                                    209.044   110.511
     8 -0.13619979D+05    9.2582918    0.0006793      1.095    12.822    EM
                                                    109.857    57.497
                                                    111.072  1302.880
                                                    498.706   261.479
                                                     10.377   121.787
                                                   1042.081   546.706
                                                     47.103   553.598
                                                    211.693   111.248
     9 -0.13613619D+05    6.3605531    0.0004670      1.102    12.803    EM
                                                    108.647    56.615
                                                    109.769  1277.307
                                                    485.887   253.542
                                                     10.795   125.655
                                                   1065.337   556.135
                                                     48.270   562.531
                                                    213.832   111.772
    10 -0.13609132D+05    4.4866229    0.0003296      1.107    12.776    EM
                                                    107.583    55.830
                                                    108.609  1255.221
                                                    474.975   246.753
                                                     11.161   129.019
                                                   1085.686   564.186
                                                     49.269   570.073
                                                    215.598   112.153


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


    10 -0.13434357D+05    1.5008871    0.0001117   2069.252   115.298    EM
                                                     45.806    75.456
                                                     45.115     2.511
                                                     29.871    49.048
                                                    879.935    49.542
                                                     19.116    32.046
                                                    568.904    31.661
                                                    370.668   615.769
    11 -0.13433185D+05    1.1712467    0.0000872   2054.977   113.438    EM
                                                     45.681    73.668
                                                     44.925     2.477
                                                     29.513    47.447
                                                    899.468    50.187
                                                     19.624    32.219
                                                    576.095    31.778
                                                    372.462   606.040
    12 -0.13432269D+05    0.9159100    0.0000682   2042.277   111.895    EM
                                                     45.615    72.153
                                                     44.804     2.453
                                                     29.222    46.088
                                                    917.022    50.800
                                                     20.105    32.389
                                                    582.373    31.900
                                                    373.884   597.022
    13 -0.13431551D+05    0.7189026    0.0000535   2030.998   110.617    EM
                                                     45.597    70.869
                                                     44.739     2.435
                                                     28.988    44.931
                                                    932.769    51.380
                                                     20.559    32.556
                                                    587.852    32.025
                                                    374.999   588.688
    14 -0.13430984D+05    0.5670138    0.0000422   2020.992   109.563    EM
                                                     45.617    69.778
                                                     44.720     2.424
                                                     28.801    43.944
                                                    946.880    51.928
                                                     20.988    32.718
                                                    592.633    32.151
                                                    375.860   581.002
    15 -0.13430534D+05    0.4497076    0.0000335   2012.117   108.697    EM
                                                     45.669    68.850
                                                     44.738     2.417
                                                     28.653    43.100
                                                    959.521    52.447
                                                     21.391    32.875
                                                    596.808    32.279
                                                    376.515   573.922
    16 -0.13430175D+05    0.3587862    0.0000267   2004.241   107.987    EM
                                                     45.746    68.062
                                                     44.787     2.414
                                                     28.539    42.376
                                                    970.846    52.937
                                                     21.771    33.027
                                                    600.456    32.406
                                                    377.002   567.404
    17 -0.13429887D+05    0.2879747    0.0000214   1997.246   107.410    EM
                                                     45.843    67.390
                                                     44.860     2.414
                                                     28.453    41.753
                                                    980.997    53.400
                                                     22.127    33.175
                                                    603.648    32.531
                                                    377.351   561.403
    18 -0.13429655D+05    0.2325174    0.0000173   1991.027   106.945    EM
                                                     45.955    66.819
                                                     44.952     2.416
                                                     28.390    41.216
                                                    990.103    53.838
                                                     22.463    33.317
                                                    606.442    32.655
                                                    377.588   555.875
    19 -0.13429466D+05    0.1888279    0.0000141   1985.491   106.574    EM
                                                     46.080    66.333
                                                     45.059     2.421
                                                     28.347    40.753
                                                    998.277    54.253
                                                     22.779    33.454
                                                    608.892    32.777
                                                    377.734   550.778
    20 -0.13429312D+05    0.1542039    0.0000115   1980.555   106.283    EM
                                                     46.214    65.920
                                                     45.178     2.427
                                                     28.320    40.353
                                                   1005.623    54.645
                                                     23.076    33.587
                                                    611.041    32.896
                                                    377.807   546.075
    21 -0.13429185D+05    0.1266061    0.0000094   1976.147   106.060    EM
                                                     46.356    65.570
                                                     45.307     2.435
                                                     28.308    40.007
                                                   1012.231    55.018
                                                     23.356    33.715
                                                    612.928    33.013
                                                    377.821   541.729
    22 -0.13429080D+05    0.1044886    0.0000078   1972.206   105.895    EM
                                                     46.504    65.274
                                                     45.443     2.443
                                                     28.308    39.708
                                                   1018.182    55.371
                                                     23.620    33.839
                                                    614.587    33.127
                                                    377.785   537.708
    23 -0.13428994D+05    0.0866735    0.0000065   1968.678   105.780    EM
                                                     46.656    65.026
                                                     45.585     2.453
                                                     28.317    39.449
                                                   1023.546    55.707
                                                     23.869    33.959
                                                    616.044    33.238
                                                    377.711   533.981
    24 -0.13428922D+05    0.0722576    0.0000054   1965.513   105.708    EM
                                                     46.811    64.820
                                                     45.731     2.464
                                                     28.336    39.226
                                                   1028.384    56.028
                                                     24.105    34.076
                                                    617.325    33.347
                                                    377.605   530.523
    25 -0.13428861D+05    0.0605433    0.0000045   1962.672   105.673    EM
                                                     46.969    64.649
                                                     45.881     2.475
                                                     28.362    39.033
                                                   1032.753    56.333
                                                     24.328    34.189
                                                    618.450    33.453
                                                    377.473   527.307
    26 -0.13428810D+05    0.0509882    0.0000038   1960.118   105.671    EM
                                                     47.128    64.510
                                                     46.033     2.487
                                                     28.395    38.868
                                                   1036.701    56.625
                                                     24.540    34.298
                                                    619.437    33.557
                                                    377.320   524.311
    27 -0.13428767D+05    0.0431675    0.0000032   1957.820   105.697    EM
                                                     47.289    64.399
                                                     46.187     2.499
                                                     28.433    38.727
                                                   1040.271    56.904
                                                     24.741    34.405
                                                    620.303    33.659
                                                    377.150   521.516
    28 -0.13428730D+05    0.0367465    0.0000027   1955.750   105.748    EM
                                                     47.451    64.313
                                                     46.342     2.511
                                                     28.476    38.607
                                                   1043.500    57.172
                                                     24.932    34.509
                                                    621.060    33.758
                                                    376.967   518.903
    29 -0.13428699D+05    0.0314600    0.0000023   1953.884   105.820    EM
                                                     47.613    64.248
                                                     46.499     2.524
                                                     28.524    38.506
                                                   1046.423    57.430
                                                     25.114    34.611
                                                    621.721    33.855
                                                    376.773   516.456
    30 -0.13428672D+05    0.0270964    0.0000020   1952.201   105.911    EM
                                                     47.775    64.203
                                                     46.656     2.537
                                                     28.575    38.421
                                                   1049.069    57.677
                                                     25.288    34.710
                                                    622.296    33.951
                                                    376.570   514.161
    31 -0.13428648D+05    0.0234860    0.0000017   1950.681   106.019    EM
                                                     47.937    64.176
                                                     46.813     2.551
                                                     28.629    38.352
                                                   1051.464    57.916
                                                     25.454    34.807
                                                    622.794    34.044
                                                    376.360   512.002
    32 -0.13428628D+05    0.0204922    0.0000015   1949.307   106.141    EM
                                                     48.100    64.163
                                                     46.971     2.564
                                                     28.687    38.295
                                                   1053.634    58.146
                                                     25.613    34.902
                                                    623.224    34.136
                                                    376.145   509.970
    33 -0.13428610D+05    0.0180046    0.0000013   1948.066   106.277    EM
                                                     48.262    64.165
                                                     47.129     2.578
                                                     28.747    38.251
                                                   1055.599    58.369
                                                     25.766    34.996
                                                    623.592    34.226
                                                    375.925   508.051
    34 -0.13428594D+05    0.0159337    0.0000012   1946.944   106.425    EM
                                                     48.424    64.179
                                                     47.287     2.592
                                                     28.809    38.217
                                                   1057.379    58.585
                                                     25.913    35.087
                                                    623.905    34.315
                                                    375.702   506.238
    35 -0.13428579D+05    0.0142062    0.0000011   1945.929   106.583    EM
                                                     48.585    64.205
                                                     47.444     2.606
                                                     28.873    38.194
                                                   1058.989    58.795
                                                     26.055    35.177
                                                    624.167    34.402
                                                    375.476   504.520
    36 -0.13428567D+05    0.0127627    0.0000010   1945.010   106.750    EM
                                                     48.746    64.240
                                                     47.601     2.620
                                                     28.940    38.178
                                                   1060.447    58.998
                                                     26.191    35.266
                                                    624.385    34.488
                                                    375.249   502.889
    37 -0.13428555D+05    0.0115541    0.0000009   1944.179   106.926    EM
                                                     48.907    64.284
                                                     47.758     2.634
                                                     29.007    38.171
                                                   1061.765    59.197
                                                     26.323    35.353
                                                    624.563    34.573
                                                    375.020   501.338
    38 -0.13428545D+05    0.0105403    0.0000008   1943.427   107.109    EM
                                                     49.067    64.337
                                                     47.915     2.649
                                                     29.077    38.171
                                                   1062.957    59.390
                                                     26.450    35.439
                                                    624.704    34.657
                                                    374.791   499.861
    39 -0.13428535D+05    0.0096883    0.0000007   1942.746   107.299    EM
                                                     49.227    64.397
                                                     48.071     2.663
                                                     29.147    38.177
                                                   1064.033    59.578
                                                     26.574    35.524
                                                    624.812    34.740
                                                    374.560   498.451
    40 -0.13428526D+05    0.0089708    0.0000007   1942.129   107.495    EM
                                                     49.386    64.464
                                                     48.227     2.677
                                                     29.219    38.189
                                                   1065.004    59.763
                                                     26.694    35.608
                                                    624.890    34.821
                                                    374.330   497.103
    41 -0.13428518D+05    0.0083652    0.0000006   1941.570   107.696    EM
                                                     49.545    64.537
                                                     48.383     2.692
                                                     29.291    38.206
                                                   1065.879    59.943
                                                     26.811    35.691
                                                    624.941    34.902
                                                    374.100   495.812
    42 -0.13428510D+05    0.0078528    0.0000006   1941.064   107.902    EM
                                                     49.703    64.615
                                                     48.538     2.707
                                                     29.365    38.229
                                                   1066.667    60.120
                                                     26.924    35.773
                                                    624.968    34.982
                                                    373.870   494.573
    43 -0.13428502D+05    0.0074183    0.0000006   1940.605   108.113    EM
                                                     49.861    64.698
                                                     48.693     2.721
                                                     29.439    38.255
                                                   1067.375    60.293
                                                     27.035    35.854
                                                    624.973    35.062
                                                    373.641   493.381
    44 -0.13428495D+05    0.0070487    0.0000005   1940.190   108.327    EM
                                                     50.019    64.786
                                                     48.848     2.736
                                                     29.514    38.285
                                                   1068.011    60.463
                                                     27.143    35.934
                                                    624.958    35.140
                                                    373.412   492.234
    45 -0.13428488D+05    0.0067334    0.0000005   1939.814   108.545    EM
                                                     50.176    64.878
                                                     49.002     2.751
                                                     29.590    38.319
                                                   1068.580    60.631
                                                     27.249    36.014
                                                    624.925    35.218
                                                    373.184   491.127
    46 -0.13428482D+05    0.0064634    0.0000005   1939.472   108.765    EM
                                                     50.333    64.973
                                                     49.156     2.766
                                                     29.666    38.356
                                                   1069.088    60.795
                                                     27.352    36.093
                                                    624.875    35.295
                                                    372.957   490.058
    47 -0.13428476D+05    0.0062315    0.0000005   1939.163   108.989    EM
                                                     50.489    65.072
                                                     49.309     2.781
                                                     29.743    38.396
                                                   1069.541    60.958
                                                     27.454    36.171
                                                    624.811    35.371
                                                    372.730   489.023
    48 -0.13428470D+05    0.0060313    0.0000004   1938.882   109.215    EM
                                                     50.645    65.173
                                                     49.462     2.795
                                                     29.821    38.439
                                                   1069.943    61.118
                                                     27.554    36.249
                                                    624.733    35.447
                                                    372.505   488.021
    49 -0.13428464D+05    0.0058577    0.0000004   1938.627   109.443    EM
                                                     50.800    65.278
                                                     49.615     2.810
                                                     29.898    38.484
                                                   1070.299    61.275
                                                     27.651    36.326
                                                    624.642    35.523
                                                    372.280   487.048
    50 -0.13428458D+05    0.0057065    0.0000004   1938.395   109.673    EM
                                                     50.955    65.385
                                                     49.767     2.825
                                                     29.976    38.532
                                                   1070.612    61.431
                                                     27.748    36.402
                                                    624.541    35.598
                                                    372.057   486.102
    51 -0.13428453D+05    0.0055741    0.0000004   1938.185   109.905    EM
                                                     51.110    65.494
                                                     49.919     2.840
                                                     30.055    38.581
                                                   1070.887    61.585
                                                     27.842    36.478
                                                    624.430    35.672
                                                    371.834   485.181
    52 -0.13428447D+05    0.0054574    0.0000004   1937.993   110.138    EM
                                                     51.264    65.605
                                                     50.070     2.855
                                                     30.134    38.632
                                                   1071.127    61.738
                                                     27.936    36.554
                                                    624.310    35.746
                                                    371.613   484.284
    53 -0.13428442D+05    0.0053539    0.0000004   1937.818   110.373    EM
                                                     51.418    65.718
                                                     50.222     2.870
                                                     30.213    38.685
                                                   1071.334    61.888
                                                     28.028    36.629
                                                    624.182    35.820
                                                    371.393   483.409
    54 -0.13428437D+05    0.0052615    0.0000004   1937.659   110.609    EM
                                                     51.571    65.832
                                                     50.372     2.886
                                                     30.292    38.740
                                                   1071.512    62.038
                                                     28.119    36.704
                                                    624.046    35.893
                                                    371.174   482.554
    55 -0.13428431D+05    0.0051785    0.0000004   1937.513   110.846    EM
                                                     51.724    65.948
                                                     50.523     2.901
                                                     30.371    38.795
                                                   1071.662    62.186
                                                     28.209    36.778
                                                    623.904    35.966
                                                    370.956   481.718
    56 -0.13428426D+05    0.0051033    0.0000004   1937.379   111.084    EM
                                                     51.877    66.066
                                                     50.673     2.916
                                                     30.451    38.852
                                                   1071.788    62.332
                                                     28.298    36.852
                                                    623.756    36.039
                                                    370.739   480.899
    57 -0.13428421D+05    0.0050348    0.0000004   1937.256   111.322    EM
                                                     52.030    66.184
                                                     50.823     2.931
                                                     30.530    38.910
                                                   1071.892    62.478
                                                     28.385    36.926
                                                    623.602    36.111
                                                    370.523   480.097
    58 -0.13428416D+05    0.0049719    0.0000004   1937.143   111.561    EM
                                                     52.182    66.303
                                                     50.973     2.946
                                                     30.610    38.969
                                                   1071.975    62.622
                                                     28.472    36.999
                                                    623.444    36.183
                                                    370.308   479.309
    59 -0.13428411D+05    0.0049137    0.0000004   1937.038   111.801    EM
                                                     52.334    66.424
                                                     51.122     2.961
                                                     30.690    39.029
                                                   1072.038    62.765
                                                     28.559    37.072
                                                    623.281    36.254
                                                    370.095   478.537
    60 -0.13428406D+05    0.0048595    0.0000004   1936.941   112.041    EM
                                                     52.485    66.545
                                                     51.271     2.977
                                                     30.770    39.090
                                                   1072.085    62.908
                                                     28.644    37.145
                                                    623.114    36.326
                                                    369.883   477.777
    61 -0.13428402D+05    0.0048087    0.0000004   1936.850   112.281    EM
                                                     52.636    66.667
                                                     51.420     2.992
                                                     30.849    39.151
                                                   1072.116    63.049
                                                     28.729    37.217
                                                    622.944    36.397
                                                    369.671   477.030
    62 -0.13428397D+05    0.0047608    0.0000004   1936.766   112.522    EM
                                                     52.787    66.789
                                                     51.568     3.007
                                                     30.929    39.213
                                                   1072.133    63.189
                                                     28.813    37.289
                                                    622.771    36.467
                                                    369.461   476.295
    63 -0.13428392D+05    0.0047153    0.0000004   1936.686   112.763    EM
                                                     52.937    66.912
                                                     51.716     3.022
                                                     31.009    39.276
                                                   1072.136    63.329
                                                     28.896    37.361
                                                    622.595    36.538
                                                    369.252   475.570
    64 -0.13428388D+05    0.0046719    0.0000003   1936.610   113.004    EM
                                                     53.088    67.036
                                                     51.864     3.038
                                                     31.089    39.339
                                                   1072.128    63.468
                                                     28.979    37.433
                                                    622.417    36.608
                                                    369.044   474.856
    65 -0.13427811D+05    0.5761885    0.0000429   1763.361   179.528    QN
                                                     96.160   103.589
                                                     94.397     9.691
                                                     55.318    59.990
                                                   1037.785   107.848
                                                     55.780    62.082
                                                    590.401    61.034
                                                    342.344   380.691
    66 -0.13427811D+05    0.0000000    0.0000000   1763.361   179.528    EM
                                                     96.160   103.588
                                                     94.397     9.691
                                                     55.318    59.990
                                                   1037.785   107.848
                                                     55.780    62.082
                                                    590.401    61.034
                                                    342.344   380.690


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


    10 -0.13436359D+05    0.5498449    0.0000409    140.958   215.526    EM
                                                    126.992   420.160
                                                    123.426   199.616
                                                    246.380   821.494
                                                     91.972   157.858
                                                     93.012   311.662
                                                    164.346   303.856
                                                    345.652  1237.092
    11 -0.13436042D+05    0.3167080    0.0000236    143.414   217.311    EM
                                                    126.612   422.103
                                                    123.220   197.225
                                                    244.988   822.517
                                                     92.426   157.185
                                                     91.487   308.780
                                                    164.658   301.270
                                                    344.692  1242.112
    12 -0.13435852D+05    0.1905069    0.0000142    145.345   218.670    EM
                                                    126.277   423.529
                                                    123.016   195.279
                                                    243.812   823.060
                                                     92.810   156.684
                                                     90.313   306.576
                                                    164.952   299.287
                                                    344.019  1246.372
    13 -0.13435733D+05    0.1189640    0.0000089    146.854   219.708    EM
                                                    125.980   424.602
                                                    122.821   193.703
                                                    242.830   823.405
                                                     93.116   156.286
                                                     89.387   304.855
                                                    165.199   297.734
                                                    343.523  1249.996
    14 -0.13435655D+05    0.0776089    0.0000058    148.031   220.505    EM
                                                    125.715   425.431
                                                    122.637   192.423
                                                    242.012   823.686
                                                     93.348   155.953
                                                     88.638   303.485
                                                    165.393   296.495
                                                    343.139  1253.108
    15 -0.13435602D+05    0.0535567    0.0000040    148.949   221.119    EM
                                                    125.475   426.085
                                                    122.463   191.375
                                                    241.326   823.967
                                                     93.516   155.662
                                                     88.020   302.374
                                                    165.536   295.488
                                                    342.830  1255.814
    16 -0.13435562D+05    0.0395651    0.0000029    149.667   221.595    EM
                                                    125.256   426.612
                                                    122.297   190.507
                                                    240.745   824.270
                                                     93.631   155.400
                                                     87.498   301.456
                                                    165.637   294.654
                                                    342.571  1258.205
    17 -0.13435531D+05    0.0314462    0.0000023    150.229   221.966    EM
                                                    125.053   427.047
                                                    122.138   189.777
                                                    240.245   824.604
                                                     93.704   155.157
                                                     87.047   300.680
                                                    165.703   293.948
                                                    342.348  1260.352
    18 -0.13435504D+05    0.0267546    0.0000020    150.674   222.258    EM
                                                    124.863   427.414
                                                    121.985   189.154
                                                    239.808   824.968
                                                     93.745   154.928
                                                     86.649   300.012
                                                    165.741   293.340
                                                    342.149  1262.313
    19 -0.13435480D+05    0.0240604    0.0000018    151.027   222.490    EM
                                                    124.681   427.730
                                                    121.836   188.612
                                                    239.420   825.359
                                                     93.759   154.709
                                                     86.291   299.425
                                                    165.757   292.803
                                                    341.968  1264.132
    20 -0.13435457D+05    0.0225286    0.0000017    151.312   222.677    EM
                                                    124.507   428.008
                                                    121.691   188.131
                                                    239.068   825.772
                                                     93.754   154.498
                                                     85.963   298.899
                                                    165.756   292.322
                                                    341.801  1265.842
    21 -0.13435436D+05    0.0216725    0.0000016    151.544   222.830    EM
                                                    124.338   428.257
                                                    121.548   187.696
                                                    238.743   826.204
                                                     93.734   154.291
                                                     85.658   298.418
                                                    165.742   291.882
                                                    341.642  1267.471
    22 -0.13435414D+05    0.0212087    0.0000016    151.737   222.956    EM
                                                    124.173   428.486
                                                    121.407   187.298
                                                    238.441   826.651
                                                     93.702   154.088
                                                     85.370   297.972
                                                    165.718   291.473
                                                    341.491  1269.038
    23 -0.13435393D+05    0.0209727    0.0000016    151.900   223.064    EM
                                                    124.011   428.699
                                                    121.268   186.925
                                                    238.154   827.109
                                                     93.662   153.888
                                                     85.094   297.551
                                                    165.685   291.086
                                                    341.344  1270.559
    24 -0.13435373D+05    0.0208689    0.0000016    152.040   223.157    EM
                                                    123.852   428.900
                                                    121.130   186.573
                                                    237.879   827.578
                                                     93.614   153.690
                                                     84.828   297.149
                                                    165.647   290.717
                                                    341.201  1272.045
    25 -0.13435352D+05    0.0208417    0.0000016    152.163   223.239    EM
                                                    123.695   429.093
                                                    120.992   186.237
                                                    237.613   828.054
                                                     93.561   153.493
                                                     84.570   296.762
                                                    165.604   290.361
                                                    341.060  1273.505
    26 -0.13435331D+05    0.0208590    0.0000016    152.274   223.313    EM
                                                    123.538   429.279
                                                    120.855   185.911
                                                    237.353   828.536
                                                     93.505   153.297
                                                     84.317   296.385
                                                    165.557   290.014
                                                    340.920  1274.946
    27 -0.13435310D+05    0.0209020    0.0000016    152.375   223.381    EM
                                                    123.383   429.461
                                                    120.719   185.594
                                                    237.099   829.024
                                                     93.445   153.102
                                                     84.067   296.015
                                                    165.507   289.674
                                                    340.781  1276.374
    28 -0.13435289D+05    0.0209600    0.0000016    152.469   223.445    EM
                                                    123.228   429.641
                                                    120.583   185.284
                                                    236.848   829.516
                                                     93.383   152.906
                                                     83.821   295.650
                                                    165.455   289.338
                                                    340.642  1277.792
    29 -0.13435268D+05    0.0210266    0.0000016    152.559   223.505    EM
                                                    123.074   429.818
                                                    120.447   184.978
                                                    236.600   830.011
                                                     93.319   152.711
                                                     83.577   295.289
                                                    165.401   289.006
                                                    340.503  1279.202
    30 -0.13435247D+05    0.0210982    0.0000016    152.645   223.564    EM
                                                    122.920   429.993
                                                    120.311   184.675
                                                    236.353   830.509
                                                     93.254   152.516
                                                     83.334   294.931
                                                    165.346   288.675
                                                    340.364  1280.609
    31 -0.13435226D+05    0.0211727    0.0000016    152.729   223.622    EM
                                                    122.767   430.169
                                                    120.175   184.374
                                                    236.108   831.010
                                                     93.187   152.320
                                                     83.093   294.573
                                                    165.290   288.346
                                                    340.224  1282.012
    32 -0.13435204D+05    0.0212488    0.0000016    152.812   223.678    EM
                                                    122.613   430.344
                                                    120.039   184.076
                                                    235.863   831.513
                                                     93.120   152.125
                                                     82.852   294.217
                                                    165.232   288.017
                                                    340.083  1283.414
    33 -0.13435183D+05    0.0213258    0.0000016    152.894   223.735    EM
                                                    122.460   430.519
                                                    119.903   183.778
                                                    235.619   832.019
                                                     93.053   151.928
                                                     82.612   293.860
                                                    165.174   287.689
                                                    339.942  1284.816
    34 -0.13435162D+05    0.0214033    0.0000016    152.975   223.791    EM
                                                    122.307   430.694
                                                    119.767   183.480
                                                    235.375   832.526
                                                     92.985   151.732
                                                     82.372   293.503
                                                    165.115   287.360
                                                    339.799  1286.218
    35 -0.13435140D+05    0.0214812    0.0000016    153.057   223.848    EM
                                                    122.154   430.871
                                                    119.631   183.183
                                                    235.131   833.034
                                                     92.916   151.535
                                                     82.132   293.146
                                                    165.056   287.030
                                                    339.655  1287.621
    36 -0.13435119D+05    0.0215591    0.0000016    153.140   223.905    EM
                                                    122.000   431.048
                                                    119.495   182.886
                                                    234.886   833.544
                                                     92.847   151.337
                                                     81.893   292.787
                                                    164.996   286.700
                                                    339.510  1289.025
    37 -0.13435097D+05    0.0216371    0.0000016    153.223   223.963    EM
                                                    121.847   431.226
                                                    119.359   182.589
                                                    234.641   834.056
                                                     92.779   151.139
                                                     81.653   292.427
                                                    164.936   286.368
                                                    339.364  1290.431
    38 -0.13435075D+05    0.0217151    0.0000016    153.307   224.021    EM
                                                    121.693   431.405
                                                    119.223   182.291
                                                    234.396   834.569
                                                     92.709   150.940
                                                     81.413   292.066
                                                    164.875   286.035
                                                    339.217  1291.839
    39 -0.13435053D+05    0.0217931    0.0000016    153.393   224.081    EM
                                                    121.540   431.585
                                                    119.086   181.993
                                                    234.150   835.084
                                                     92.640   150.741
                                                     81.173   291.703
                                                    164.813   285.700
                                                    339.068  1293.249
    40 -0.13435032D+05    0.0218711    0.0000016    153.480   224.141    EM
                                                    121.386   431.767
                                                    118.950   181.694
                                                    233.903   835.599
                                                     92.571   150.541
                                                     80.932   291.339
                                                    164.752   285.365
                                                    338.918  1294.661
    41 -0.13435010D+05    0.0219490    0.0000016    153.568   224.203    EM
                                                    121.232   431.950
                                                    118.813   181.395
                                                    233.656   836.116
                                                     92.502   150.341
                                                     80.691   290.973
                                                    164.690   285.027
                                                    338.766  1296.076
    42 -0.13434988D+05    0.0220268    0.0000016    153.657   224.265    EM
                                                    121.079   432.134
                                                    118.676   181.094
                                                    233.408   836.635
                                                     92.432   150.140
                                                     80.450   290.606
                                                    164.628   284.689
                                                    338.614  1297.494
    43 -0.13434966D+05    0.0221046    0.0000016    153.748   224.329    EM
                                                    120.925   432.319
                                                    118.540   180.794
                                                    233.159   837.154
                                                     92.363   149.939
                                                     80.209   290.237
                                                    164.565   284.348
                                                    338.459  1298.913
    44 -0.13434943D+05    0.0221823    0.0000017    153.840   224.393    EM
                                                    120.770   432.506
                                                    118.402   180.492
                                                    232.910   837.675
                                                     92.294   149.737
                                                     79.968   289.866
                                                    164.502   284.006
                                                    338.304  1300.336
    45 -0.13434921D+05    0.0222599    0.0000017    153.934   224.459    EM
                                                    120.616   432.694
                                                    118.265   180.189
                                                    232.659   838.197
                                                     92.224   149.534
                                                     79.726   289.493
                                                    164.439   283.662
                                                    338.147  1301.761
    46 -0.13434899D+05    0.0223374    0.0000017    154.029   224.526    EM
                                                    120.462   432.883
                                                    118.128   179.886
                                                    232.408   838.720
                                                     92.155   149.331
                                                     79.483   289.119
                                                    164.375   283.317
                                                    337.989  1303.189
    47 -0.13434876D+05    0.0224147    0.0000017    154.127   224.594    EM
                                                    120.307   433.074
                                                    117.991   179.582
                                                    232.157   839.244
                                                     92.085   149.127
                                                     79.241   288.743
                                                    164.311   282.970
                                                    337.829  1304.619
    48 -0.13434854D+05    0.0224920    0.0000017    154.225   224.663    EM
                                                    120.153   433.266
                                                    117.853   179.277
                                                    231.904   839.769
                                                     92.016   148.923
                                                     78.998   288.365
                                                    164.247   282.621
                                                    337.667  1306.052
    49 -0.13434831D+05    0.0225691    0.0000017    154.326   224.734    EM
                                                    119.998   433.460
                                                    117.715   178.971
                                                    231.651   840.296
                                                     91.947   148.718
                                                     78.755   287.985
                                                    164.182   282.271
                                                    337.505  1307.488
    50 -0.13434809D+05    0.0226462    0.0000017    154.428   224.805    EM
                                                    119.843   433.655
                                                    117.578   178.665
                                                    231.397   840.823
                                                     91.877   148.512
                                                     78.511   287.603
                                                    164.117   281.918
                                                    337.341  1308.926
    51 -0.13434786D+05    0.0227230    0.0000017    154.532   224.878    EM
                                                    119.688   433.852
                                                    117.440   178.357
                                                    231.142   841.352
                                                     91.808   148.306
                                                     78.267   287.219
                                                    164.052   281.564
                                                    337.175  1310.367
    52 -0.13434763D+05    0.0227997    0.0000017    154.637   224.953    EM
                                                    119.533   434.050
                                                    117.302   178.049
                                                    230.886   841.882
                                                     91.739   148.099
                                                     78.023   286.834
                                                    163.987   281.209
                                                    337.008  1311.810
    53 -0.13434740D+05    0.0228762    0.0000017    154.745   225.028    EM
                                                    119.378   434.250
                                                    117.163   177.740
                                                    230.629   842.413
                                                     91.669   147.892
                                                     77.779   286.446
                                                    163.921   280.851
                                                    336.839  1313.257
    54 -0.13434717D+05    0.0229526    0.0000017    154.854   225.105    EM
                                                    119.223   434.451
                                                    117.025   177.430
                                                    230.372   842.945
                                                     91.600   147.684
                                                     77.534   286.057
                                                    163.855   280.492
                                                    336.669  1314.705
    55 -0.13434694D+05    0.0230287    0.0000017    154.964   225.183    EM
                                                    119.067   434.653
                                                    116.887   177.119
                                                    230.114   843.478
                                                     91.531   147.476
                                                     77.289   285.666
                                                    163.788   280.131
                                                    336.497  1316.157
    56 -0.13434671D+05    0.0231047    0.0000017    155.077   225.262    EM
                                                    118.912   434.857
                                                    116.748   176.807
                                                    229.855   844.013
                                                     91.462   147.267
                                                     77.043   285.273
                                                    163.721   279.768
                                                    336.324  1317.611
    57 -0.13434648D+05    0.0231805    0.0000017    155.191   225.342    EM
                                                    118.756   435.063
                                                    116.609   176.495
                                                    229.595   844.548
                                                     91.393   147.057
                                                     76.797   284.878
                                                    163.654   279.404
                                                    336.150  1319.067
    58 -0.13434625D+05    0.0232560    0.0000017    155.308   225.424    EM
                                                    118.600   435.270
                                                    116.471   176.181
                                                    229.335   845.085
                                                     91.323   146.847
                                                     76.551   284.481
                                                    163.587   279.038
                                                    335.973  1320.526
    59 -0.13434601D+05    0.0233313    0.0000017    155.426   225.507    EM
                                                    118.444   435.479
                                                    116.332   175.867
                                                    229.073   845.623
                                                     91.254   146.636
                                                     76.305   284.083
                                                    163.519   278.670
                                                    335.796  1321.987
    60 -0.13434578D+05    0.0234063    0.0000017    155.546   225.592    EM
                                                    118.288   435.689
                                                    116.193   175.552
                                                    228.811   846.161
                                                     91.185   146.424
                                                     76.058   283.682
                                                    163.451   278.300
                                                    335.616  1323.451
    61 -0.13434555D+05    0.0234811    0.0000017    155.668   225.678    EM
                                                    118.132   435.901
                                                    116.053   175.236
                                                    228.548   846.701
                                                     91.116   146.212
                                                     75.811   283.280
                                                    163.383   277.928
                                                    335.436  1324.917
    62 -0.13434531D+05    0.0235556    0.0000018    155.791   225.765    EM
                                                    117.976   436.114
                                                    115.914   174.919
                                                    228.284   847.242
                                                     91.047   145.999
                                                     75.564   282.876
                                                    163.314   277.555
                                                    335.253  1326.386
    63 -0.13434507D+05    0.0236298    0.0000018    155.917   225.853    EM
                                                    117.820   436.329
                                                    115.775   174.601
                                                    228.020   847.784
                                                     90.978   145.786
                                                     75.317   282.470
                                                    163.245   277.180
                                                    335.069  1327.857
    64 -0.13434484D+05    0.0237038    0.0000018    156.044   225.943    EM
                                                    117.663   436.545
                                                    115.635   174.283
                                                    227.754   848.327
                                                     90.909   145.572
                                                     75.069   282.062
                                                    163.175   276.803
                                                    334.884  1329.331
    65 -0.13434460D+05    0.0237774    0.0000018    156.174   226.035    EM
                                                    117.507   436.763
                                                    115.496   173.963
                                                    227.488   848.871
                                                     90.840   145.358
                                                     74.821   281.652
                                                    163.105   276.424
                                                    334.697  1330.807
    66 -0.13434436D+05    0.0238507    0.0000018    156.305   226.127    EM
                                                    117.350   436.982
                                                    115.356   173.643
                                                    227.221   849.416
                                                     90.772   145.143
                                                     74.573   281.240
                                                    163.035   276.044
                                                    334.508  1332.285
    67 -0.13434412D+05    0.0239236    0.0000018    156.438   226.221    EM
                                                    117.194   437.203
                                                    115.216   173.322
                                                    226.953   849.963
                                                     90.703   144.927
                                                     74.324   280.826
                                                    162.965   275.662
                                                    334.318  1333.765
    68 -0.13434388D+05    0.0239962    0.0000018    156.573   226.316    EM
                                                    117.037   437.426
                                                    115.076   173.001
                                                    226.684   850.510
                                                     90.634   144.711
                                                     74.075   280.411
                                                    162.894   275.278
                                                    334.126  1335.248
    69 -0.13427811D+05    6.5767551    0.0004895    380.692   342.341    QN
                                                     61.022   590.403
                                                     62.070    55.769
                                                    107.828  1037.803
                                                     59.981    55.309
                                                      9.687    94.382
                                                    103.574    96.145
                                                    179.506  1763.487
    70 -0.13427811D+05    0.0000000    0.0000000    380.692   342.340    EM
                                                     61.022   590.403
                                                     62.070    55.769
                                                    107.828  1037.803
                                                     59.981    55.309
                                                      9.687    94.382
                                                    103.574    96.145
                                                    179.506  1763.487


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


    10 -0.13437355D+05    2.1522107    0.0001601   3315.084   118.861    EM
                                                     75.641    50.859
                                                     76.455     2.816
                                                     33.493    22.706
                                                    732.993    27.482
                                                     16.328    11.818
                                                    296.878    10.896
                                                    122.501    85.189
    11 -0.13435969D+05    1.3865455    0.0001032   3298.403   117.179    EM
                                                     75.635    49.275
                                                     76.388     2.791
                                                     32.884    21.657
                                                    754.285    28.036
                                                     16.900    11.864
                                                    299.546    10.918
                                                    121.760    82.479
    12 -0.13435078D+05    0.8900813    0.0000662   3284.469   115.979    EM
                                                     75.708    48.080
                                                     76.417     2.778
                                                     32.430    20.862
                                                    771.517    28.515
                                                     17.389    11.910
                                                    301.586    10.947
                                                    121.104    80.308
    13 -0.13434507D+05    0.5714580    0.0000425   3272.830   115.150    EM
                                                     75.846    47.182
                                                     76.525     2.774
                                                     32.099    20.260
                                                    785.408    28.934
                                                     17.809    11.955
                                                    303.150    10.980
                                                    120.535    78.565
    14 -0.13434138D+05    0.3686749    0.0000274   3263.067   114.605    EM
                                                     76.033    46.512
                                                     76.692     2.776
                                                     31.864    19.803
                                                    796.581    29.302
                                                     18.171    12.001
                                                    304.358    11.018
                                                    120.052    77.163
    15 -0.13433898D+05    0.2403613    0.0000179   3254.810   114.279    EM
                                                     76.258    46.019
                                                     76.904     2.784
                                                     31.704    19.457
                                                    805.567    29.629
                                                     18.486    12.049
                                                    305.303    11.060
                                                    119.650    76.039
    16 -0.13433739D+05    0.1594232    0.0000119   3247.749   114.119    EM
                                                     76.509    45.663
                                                     77.147     2.796
                                                     31.604    19.198
                                                    812.804    29.924
                                                     18.761    12.098
                                                    306.057    11.106
                                                    119.326    75.139
    17 -0.13433630D+05    0.1084043    0.0000081   3241.629   114.087    EM
                                                     76.776    45.414
                                                     77.410     2.811
                                                     31.549    19.006
                                                    818.649    30.191
                                                     19.005    12.149
                                                    306.675    11.153
                                                    119.071    74.424
    18 -0.13433554D+05    0.0761990    0.0000057   3236.245   114.150    EM
                                                     77.055    45.249
                                                     77.687     2.828
                                                     31.530    18.868
                                                    823.390    30.436
                                                     19.222    12.201
                                                    307.197    11.204
                                                    118.880    73.860
    19 -0.13433498D+05    0.0558050    0.0000042   3231.433   114.287    EM
                                                     77.339    45.149
                                                     77.970     2.847
                                                     31.538    18.770
                                                    827.257    30.664
                                                     19.417    12.254
                                                    307.652    11.256
                                                    118.746    73.421
    20 -0.13433455D+05    0.0428305    0.0000032   3227.064   114.480    EM
                                                     77.624    45.102
                                                     78.257     2.866
                                                     31.569    18.706
                                                    830.434    30.876
                                                     19.594    12.309
                                                    308.063    11.309
                                                    118.661    73.085
    21 -0.13433421D+05    0.0345283    0.0000026   3223.040   114.714    EM
                                                     77.910    45.096
                                                     78.543     2.886
                                                     31.616    18.669
                                                    833.065    31.077
                                                     19.757    12.365
                                                    308.444    11.364
                                                    118.620    72.834
    22 -0.13433392D+05    0.0291795    0.0000022   3219.282   114.980    EM
                                                     78.193    45.123
                                                     78.828     2.907
                                                     31.677    18.652
                                                    835.264    31.269
                                                     19.907    12.422
                                                    308.806    11.420
                                                    118.617    72.654
    23 -0.13433366D+05    0.0257067    0.0000019   3215.731   115.269    EM
                                                     78.472    45.175
                                                     79.109     2.928
                                                     31.748    18.652
                                                    837.121    31.452
                                                     20.048    12.480
                                                    309.158    11.477
                                                    118.647    72.534
    24 -0.13433342D+05    0.0234320    0.0000017   3212.339   115.576    EM
                                                     78.748    45.248
                                                     79.387     2.950
                                                     31.827    18.666
                                                    838.707    31.629
                                                     20.180    12.538
                                                    309.504    11.534
                                                    118.705    72.462
    25 -0.13433321D+05    0.0219272    0.0000016   3209.072   115.895    EM
                                                     79.019    45.338
                                                     79.660     2.971
                                                     31.913    18.691
                                                    840.079    31.800
                                                     20.305    12.598
                                                    309.849    11.593
                                                    118.787    72.431
    26 -0.13433300D+05    0.0209200    0.0000016   3205.902   116.224    EM
                                                     79.286    45.440
                                                     79.929     2.993
                                                     32.003    18.724
                                                    841.280    31.967
                                                     20.425    12.658
                                                    310.194    11.651
                                                    118.890    72.434
    27 -0.13433279D+05    0.0202364    0.0000015   3202.807   116.560    EM
                                                     79.549    45.554
                                                     80.194     3.014
                                                     32.097    18.765
                                                    842.345    32.130
                                                     20.540    12.718
                                                    310.542    11.710
                                                    119.011    72.465
    28 -0.13433260D+05    0.0197645    0.0000015   3199.772   116.900    EM
                                                     79.808    45.675
                                                     80.454     3.035
                                                     32.193    18.811
                                                    843.301    32.291
                                                     20.651    12.779
                                                    310.892    11.770
                                                    119.147    72.520
    29 -0.13433240D+05    0.0194319    0.0000014   3196.784   117.244    EM
                                                     80.062    45.803
                                                     80.710     3.057
                                                     32.292    18.862
                                                    844.171    32.449
                                                     20.759    12.841
                                                    311.246    11.830
                                                    119.296    72.595
    30 -0.13433221D+05    0.0191915    0.0000014   3193.834   117.589    EM
                                                     80.313    45.937
                                                     80.962     3.078
                                                     32.392    18.917
                                                    844.971    32.604
                                                     20.864    12.902
                                                    311.603    11.890
                                                    119.456    72.687
    31 -0.13433202D+05    0.0190125    0.0000014   3190.914   117.936    EM
                                                     80.561    46.074
                                                     81.211     3.100
                                                     32.494    18.975
                                                    845.715    32.758
                                                     20.966    12.964
                                                    311.964    11.950
                                                    119.625    72.793
    32 -0.13433183D+05    0.0188746    0.0000014   3188.019   118.283    EM
                                                     80.805    46.215
                                                     81.456     3.121
                                                     32.596    19.036
                                                    846.414    32.910
                                                     21.067    13.027
                                                    312.329    12.010
                                                    119.803    72.910
    33 -0.13433164D+05    0.0187642    0.0000014   3185.143   118.629    EM
                                                     81.045    46.359
                                                     81.697     3.142
                                                     32.699    19.098
                                                    847.078    33.061
                                                     21.166    13.089
                                                    312.697    12.071
                                                    119.987    73.038
    34 -0.13433146D+05    0.0186726    0.0000014   3182.284   118.975    EM
                                                     81.283    46.505
                                                     81.936     3.163
                                                     32.803    19.162
                                                    847.712    33.211
                                                     21.264    13.151
                                                    313.068    12.132
                                                    120.177    73.174
    35 -0.13433127D+05    0.0185938    0.0000014   3179.439   119.320    EM
                                                     81.519    46.652
                                                     82.172     3.184
                                                     32.906    19.228
                                                    848.322    33.360
                                                     21.361    13.214
                                                    313.441    12.192
                                                    120.373    73.317
    36 -0.13433109D+05    0.0185237    0.0000014   3176.606   119.664    EM
                                                     81.751    46.800
                                                     82.405     3.205
                                                     33.010    19.294
                                                    848.913    33.508
                                                     21.456    13.277
                                                    313.818    12.253
                                                    120.572    73.467
    37 -0.13433090D+05    0.0184598    0.0000014   3173.784   120.007    EM
                                                     81.981    46.949
                                                     82.636     3.226
                                                     33.113    19.362
                                                    849.488    33.656
                                                     21.551    13.340
                                                    314.197    12.314
                                                    120.776    73.621
    38 -0.13433072D+05    0.0184002    0.0000014   3170.970   120.348    EM
                                                     82.209    47.099
                                                     82.864     3.247
                                                     33.217    19.430
                                                    850.051    33.802
                                                     21.645    13.402
                                                    314.578    12.375
                                                    120.983    73.781
    39 -0.13433053D+05    0.0183437    0.0000014   3168.165   120.687    EM
                                                     82.435    47.249
                                                     83.090     3.268
                                                     33.320    19.498
                                                    850.603    33.948
                                                     21.738    13.465
                                                    314.961    12.436
                                                    121.192    73.944
    40 -0.13433035D+05    0.0182896    0.0000014   3165.367   121.025    EM
                                                     82.658    47.400
                                                     83.313     3.288
                                                     33.423    19.567
                                                    851.147    34.094
                                                     21.830    13.528
                                                    315.347    12.497
                                                    121.405    74.111
    41 -0.13433017D+05    0.0182371    0.0000014   3162.576   121.360    EM
                                                     82.879    47.551
                                                     83.535     3.309
                                                     33.526    19.637
                                                    851.684    34.239
                                                     21.922    13.591
                                                    315.734    12.558
                                                    121.620    74.281
    42 -0.13432999D+05    0.0181860    0.0000014   3159.791   121.694    EM
                                                     83.098    47.701
                                                     83.754     3.330
                                                     33.628    19.706
                                                    852.215    34.383
                                                     22.014    13.654
                                                    316.122    12.619
                                                    121.836    74.454
    43 -0.13432980D+05    0.0181359    0.0000014   3157.012   122.027    EM
                                                     83.316    47.852
                                                     83.971     3.350
                                                     33.730    19.776
                                                    852.741    34.527
                                                     22.105    13.717
                                                    316.513    12.680
                                                    122.055    74.629
    44 -0.13432962D+05    0.0180868    0.0000013   3154.239   122.357    EM
                                                     83.531    48.002
                                                     84.186     3.371
                                                     33.831    19.846
                                                    853.263    34.671
                                                     22.195    13.780
                                                    316.904    12.741
                                                    122.275    74.807
    45 -0.13432944D+05    0.0180385    0.0000013   3151.470   122.685    EM
                                                     83.744    48.153
                                                     84.399     3.391
                                                     33.932    19.916
                                                    853.782    34.814
                                                     22.285    13.843
                                                    317.298    12.802
                                                    122.497    74.986
    46 -0.13432926D+05    0.0179908    0.0000013   3148.708   123.012    EM
                                                     83.956    48.302
                                                     84.611     3.411
                                                     34.033    19.986
                                                    854.298    34.957
                                                     22.375    13.906
                                                    317.692    12.864
                                                    122.721    75.168
    47 -0.13432908D+05    0.0179438    0.0000013   3145.950   123.336    EM
                                                     84.166    48.452
                                                     84.820     3.432
                                                     34.133    20.056
                                                    854.812    35.100
                                                     22.465    13.969
                                                    318.088    12.925
                                                    122.946    75.351
    48 -0.13432891D+05    0.0178974    0.0000013   3143.197   123.659    EM
                                                     84.374    48.601
                                                     85.028     3.452
                                                     34.233    20.127
                                                    855.324    35.242
                                                     22.554    14.032
                                                    318.485    12.986
                                                    123.172    75.536
    49 -0.13432873D+05    0.0178515    0.0000013   3140.449   123.979    EM
                                                     84.580    48.750
                                                     85.234     3.472
                                                     34.332    20.197
                                                    855.834    35.384
                                                     22.642    14.095
                                                    318.884    13.047
                                                    123.399    75.723
    50 -0.13432855D+05    0.0178062    0.0000013   3137.705   124.298    EM
                                                     84.784    48.899
                                                     85.437     3.492
                                                     34.431    20.267
                                                    856.343    35.525
                                                     22.731    14.158
                                                    319.283    13.108
                                                    123.627    75.911
    51 -0.13432837D+05    0.0177614    0.0000013   3134.967   124.614    EM
                                                     84.987    49.047
                                                     85.640     3.512
                                                     34.529    20.337
                                                    856.851    35.666
                                                     22.819    14.221
                                                    319.684    13.169
                                                    123.857    76.100
    52 -0.13432819D+05    0.0177171    0.0000013   3132.232   124.929    EM
                                                     85.188    49.195
                                                     85.840     3.532
                                                     34.627    20.407
                                                    857.357    35.807
                                                     22.907    14.284
                                                    320.086    13.231
                                                    124.088    76.291
    53 -0.13432802D+05    0.0176733    0.0000013   3129.503   125.241    EM
                                                     85.387    49.342
                                                     86.038     3.552
                                                     34.724    20.477
                                                    857.863    35.947
                                                     22.994    14.346
                                                    320.489    13.292
                                                    124.320    76.483
    54 -0.13432784D+05    0.0176300    0.0000013   3126.778   125.552    EM
                                                     85.585    49.489
                                                     86.235     3.572
                                                     34.821    20.547
                                                    858.368    36.088
                                                     23.081    14.409
                                                    320.893    13.353
                                                    124.553    76.677
    55 -0.13432767D+05    0.0175872    0.0000013   3124.057   125.861    EM
                                                     85.781    49.635
                                                     86.430     3.592
                                                     34.917    20.617
                                                    858.872    36.227
                                                     23.168    14.472
                                                    321.299    13.414
                                                    124.787    76.872
    56 -0.13432749D+05    0.0175448    0.0000013   3121.341   126.167    EM
                                                     85.975    49.781
                                                     86.623     3.612
                                                     35.013    20.686
                                                    859.375    36.367
                                                     23.255    14.535
                                                    321.705    13.475
                                                    125.022    77.068
    57 -0.13432731D+05    0.0175029    0.0000013   3118.629   126.472    EM
                                                     86.167    49.926
                                                     86.815     3.631
                                                     35.108    20.756
                                                    859.878    36.506
                                                     23.341    14.597
                                                    322.112    13.536
                                                    125.258    77.265
    58 -0.13432714D+05    0.0174614    0.0000013   3115.922   126.775    EM
                                                     86.358    50.071
                                                     87.005     3.651
                                                     35.203    20.826
                                                    860.381    36.645
                                                     23.427    14.660
                                                    322.521    13.597
                                                    125.495    77.464
    59 -0.13432697D+05    0.0174204    0.0000013   3113.219   127.075    EM
                                                     86.547    50.216
                                                     87.193     3.671
                                                     35.297    20.895
                                                    860.883    36.783
                                                     23.513    14.723
                                                    322.930    13.659
                                                    125.733    77.664
    60 -0.13432679D+05    0.0173798    0.0000013   3110.520   127.374    EM
                                                     86.735    50.360
                                                     87.379     3.690
                                                     35.391    20.965
                                                    861.384    36.922
                                                     23.598    14.786
                                                    323.341    13.720
                                                    125.972    77.865
    61 -0.13432662D+05    0.0173397    0.0000013   3107.826   127.671    EM
                                                     86.921    50.503
                                                     87.564     3.710
                                                     35.484    21.034
                                                    861.886    37.059
                                                     23.683    14.848
                                                    323.752    13.781
                                                    126.211    78.068
    62 -0.13432645D+05    0.0173000    0.0000013   3105.136   127.966    EM
                                                     87.105    50.646
                                                     87.747     3.729
                                                     35.577    21.103
                                                    862.386    37.197
                                                     23.768    14.911
                                                    324.165    13.842
                                                    126.452    78.271
    63 -0.13432627D+05    0.0172607    0.0000013   3102.450   128.259    EM
                                                     87.287    50.789
                                                     87.928     3.748
                                                     35.669    21.172
                                                    862.887    37.334
                                                     23.852    14.973
                                                    324.579    13.903
                                                    126.694    78.476
    64 -0.13432610D+05    0.0172219    0.0000013   3099.768   128.549    EM
                                                     87.468    50.931
                                                     88.107     3.767
                                                     35.760    21.241
                                                    863.387    37.471
                                                     23.937    15.036
                                                    324.993    13.964
                                                    126.937    78.682
    65 -0.13432593D+05    0.0171834    0.0000013   3097.091   128.838    EM
                                                     87.647    51.072
                                                     88.285     3.787
                                                     35.852    21.310
                                                    863.886    37.608
                                                     24.021    15.098
                                                    325.409    14.025
                                                    127.181    78.890
    66 -0.13432576D+05    0.0171454    0.0000013   3094.418   129.125    EM
                                                     87.825    51.213
                                                     88.461     3.806
                                                     35.942    21.379
                                                    864.385    37.744
                                                     24.104    15.161
                                                    325.826    14.086
                                                    127.425    79.098
    67 -0.13432559D+05    0.0171077    0.0000013   3091.750   129.410    EM
                                                     88.001    51.354
                                                     88.635     3.825
                                                     36.032    21.448
                                                    864.884    37.880
                                                     24.188    15.223
                                                    326.244    14.147
                                                    127.671    79.308
    68 -0.13432542D+05    0.0170704    0.0000013   3089.085   129.694    EM
                                                     88.175    51.494
                                                     88.808     3.844
                                                     36.122    21.517
                                                    865.383    38.015
                                                     24.271    15.286
                                                    326.662    14.208
                                                    127.918    79.519
    69 -0.13432525D+05    0.0170335    0.0000013   3086.425   129.975    EM
                                                     88.347    51.634
                                                     88.979     3.863
                                                     36.211    21.585
                                                    865.881    38.151
                                                     24.353    15.348
                                                    327.082    14.269
                                                    128.165    79.732
    70 -0.13432508D+05    0.0169970    0.0000013   3083.769   130.254    EM
                                                     88.518    51.773
                                                     89.148     3.881
                                                     36.300    21.654
                                                    866.379    38.286
                                                     24.436    15.410
                                                    327.503    14.330
                                                    128.414    79.945
    71 -0.13432491D+05    0.0169609    0.0000013   3081.117   130.531    EM
                                                     88.688    51.912
                                                     89.316     3.900
                                                     36.388    21.722
                                                    866.877    38.420
                                                     24.518    15.473
                                                    327.925    14.391
                                                    128.663    80.160
    72 -0.13427811D+05    4.6792632    0.0003484   1763.436   179.507    QN
                                                     96.145   103.576
                                                     94.382     9.688
                                                     55.309    59.983
                                                   1037.807   107.832
                                                     55.771    62.073
                                                    590.411    61.025
                                                    342.349   380.707
    73 -0.13427811D+05    0.0000000    0.0000000   1763.436   179.507    EM
                                                     96.145   103.576
                                                     94.382     9.688
                                                     55.309    59.983
                                                   1037.807   107.832
                                                     55.771    62.073
                                                    590.411    61.025
                                                    342.349   380.707


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


    10 -0.13438214D+05    0.9478211    0.0000705    200.460   267.700    EM
                                                    180.638   444.948
                                                    172.076   246.740
                                                    295.636   734.045
                                                    121.548   184.199
                                                    125.225   310.934
                                                    183.910   305.238
                                                    333.052   893.651
    11 -0.13437724D+05    0.4903488    0.0000365    203.962   269.661    EM
                                                    179.815   446.735
                                                    171.490   243.078
                                                    293.612   734.612
                                                    122.299   183.427
                                                    123.112   308.175
                                                    184.595   302.822
                                                    332.815   899.790
    12 -0.13437469D+05    0.2549476    0.0000190    206.480   271.052    EM
                                                    179.193   448.018
                                                    171.040   240.442
                                                    292.138   735.076
                                                    122.820   182.844
                                                    121.580   306.176
                                                    185.079   301.066
                                                    332.643   904.354
    13 -0.13437333D+05    0.1352945    0.0000101    208.285   272.040    EM
                                                    178.717   448.955
                                                    170.691   238.529
                                                    291.058   735.494
                                                    123.174   182.392
                                                    120.451   304.713
                                                    185.418   299.776
                                                    332.516   907.791
    14 -0.13437258D+05    0.0750182    0.0000056    209.578   272.746    EM
                                                    178.345   449.651
                                                    170.416   237.128
                                                    290.259   735.892
                                                    123.408   182.033
                                                    119.604   303.628
                                                    185.653   298.814
                                                    332.419   910.426
    15 -0.13437214D+05    0.0448486    0.0000033    210.506   273.253    EM
                                                    178.049   450.180
                                                    170.193   236.085
                                                    289.659   736.283
                                                    123.557   181.739
                                                    118.952   302.807
                                                    185.814   298.084
                                                    332.344   912.494
    16 -0.13437184D+05    0.0298216    0.0000022    211.176   273.620    EM
                                                    177.806   450.594
                                                    170.007   235.295
                                                    289.199   736.673
                                                    123.646   181.491
                                                    118.437   302.172
                                                    185.923   297.516
                                                    332.284   914.162
    17 -0.13437161D+05    0.0223704    0.0000017    211.662   273.890    EM
                                                    177.600   450.926
                                                    169.848   234.682
                                                    288.838   737.064
                                                    123.691   181.274
                                                    118.017   301.668
                                                    185.995   297.062
                                                    332.234   915.547
    18 -0.13437143D+05    0.0186970    0.0000014    212.020   274.091    EM
                                                    177.421   451.202
                                                    169.708   234.193
                                                    288.547   737.457
                                                    123.707   181.079
                                                    117.664   301.255
                                                    186.040   296.689
                                                    332.191   916.735
    19 -0.13437126D+05    0.0169039    0.0000013    212.286   274.243    EM
                                                    177.260   451.439
                                                    169.581   233.792
                                                    288.305   737.852
                                                    123.701   180.901
                                                    117.358   300.907
                                                    186.067   296.371
                                                    332.153   917.783
    20 -0.13437110D+05    0.0160462    0.0000012    212.488   274.362    EM
                                                    177.113   451.649
                                                    169.463   233.452
                                                    288.098   738.250
                                                    123.680   180.732
                                                    117.084   300.603
                                                    186.081   296.092
                                                    332.118   918.734
    21 -0.13437094D+05    0.0156538    0.0000012    212.645   274.457    EM
                                                    176.974   451.839
                                                    169.352   233.155
                                                    287.914   738.649
                                                    123.648   180.572
                                                    116.833   300.331
                                                    186.085   295.841
                                                    332.085   919.617
    22 -0.13437079D+05    0.0154928    0.0000012    212.770   274.535    EM
                                                    176.842   452.016
                                                    169.245   232.889
                                                    287.747   739.052
                                                    123.609   180.416
                                                    116.598   300.081
                                                    186.083   295.609
                                                    332.054   920.453
    23 -0.13437063D+05    0.0154473    0.0000011    212.874   274.602    EM
                                                    176.714   452.184
                                                    169.141   232.643
                                                    287.592   739.456
                                                    123.564   180.264
                                                    116.374   299.845
                                                    186.076   295.391
                                                    332.024   921.257
    24 -0.13437048D+05    0.0154594    0.0000012    212.961   274.661    EM
                                                    176.589   452.346
                                                    169.039   232.411
                                                    287.446   739.862
                                                    123.516   180.114
                                                    116.158   299.620
                                                    186.065   295.181
                                                    331.994   922.039
    25 -0.13437032D+05    0.0155003    0.0000012    213.038   274.714    EM
                                                    176.466   452.504
                                                    168.939   232.190
                                                    287.304   740.269
                                                    123.464   179.965
                                                    115.947   299.402
                                                    186.052   294.977
                                                    331.964   922.805
    26 -0.13437017D+05    0.0155557    0.0000012    213.108   274.763    EM
                                                    176.344   452.659
                                                    168.839   231.975
                                                    287.167   740.679
                                                    123.410   179.817
                                                    115.739   299.188
                                                    186.038   294.777
                                                    331.934   923.562
    27 -0.13437001D+05    0.0156185    0.0000012    213.173   274.810    EM
                                                    176.223   452.813
                                                    168.740   231.765
                                                    287.031   741.090
                                                    123.355   179.669
                                                    115.533   298.978
                                                    186.022   294.580
                                                    331.904   924.313
    28 -0.13436985D+05    0.0156851    0.0000012    213.234   274.855    EM
                                                    176.103   452.965
                                                    168.642   231.558
                                                    286.898   741.503
                                                    123.299   179.522
                                                    115.329   298.769
                                                    186.004   294.384
                                                    331.874   925.060
    29 -0.13436970D+05    0.0157538    0.0000012    213.294   274.899    EM
                                                    175.983   453.118
                                                    168.543   231.353
                                                    286.765   741.917
                                                    123.242   179.375
                                                    115.126   298.561
                                                    185.987   294.189
                                                    331.843   925.806
    30 -0.13436954D+05    0.0158236    0.0000012    213.352   274.943    EM
                                                    175.862   453.270
                                                    168.444   231.149
                                                    286.633   742.333
                                                    123.185   179.227
                                                    114.923   298.353
                                                    185.968   293.994
                                                    331.812   926.551
    31 -0.13436938D+05    0.0158942    0.0000012    213.410   274.986    EM
                                                    175.742   453.422
                                                    168.346   230.946
                                                    286.501   742.751
                                                    123.127   179.079
                                                    114.720   298.145
                                                    185.949   293.799
                                                    331.781   927.297
    32 -0.13436922D+05    0.0159653    0.0000012    213.467   275.029    EM
                                                    175.622   453.575
                                                    168.247   230.742
                                                    286.369   743.170
                                                    123.068   178.931
                                                    114.517   297.937
                                                    185.930   293.604
                                                    331.749   928.044
    33 -0.13436906D+05    0.0160369    0.0000012    213.525   275.073    EM
                                                    175.501   453.728
                                                    168.148   230.538
                                                    286.236   743.591
                                                    123.009   178.782
                                                    114.314   297.728
                                                    185.910   293.408
                                                    331.716   928.793
    34 -0.13436890D+05    0.0161088    0.0000012    213.583   275.117    EM
                                                    175.380   453.882
                                                    168.048   230.334
                                                    286.103   744.014
                                                    122.950   178.632
                                                    114.110   297.519
                                                    185.890   293.211
                                                    331.683   929.543
    35 -0.13436874D+05    0.0161811    0.0000012    213.641   275.161    EM
                                                    175.259   454.037
                                                    167.948   230.129
                                                    285.970   744.438
                                                    122.891   178.482
                                                    113.906   297.308
                                                    185.870   293.014
                                                    331.650   930.297
    36 -0.13436857D+05    0.0162537    0.0000012    213.700   275.205    EM
                                                    175.137   454.193
                                                    167.848   229.924
                                                    285.836   744.863
                                                    122.831   178.332
                                                    113.701   297.096
                                                    185.849   292.815
                                                    331.616   931.052
    37 -0.13436841D+05    0.0163267    0.0000012    213.760   275.250    EM
                                                    175.015   454.349
                                                    167.748   229.718
                                                    285.702   745.290
                                                    122.772   178.180
                                                    113.496   296.884
                                                    185.828   292.616
                                                    331.581   931.810
    38 -0.13436825D+05    0.0164000    0.0000012    213.821   275.296    EM
                                                    174.893   454.506
                                                    167.647   229.511
                                                    285.566   745.719
                                                    122.712   178.029
                                                    113.290   296.670
                                                    185.807   292.415
                                                    331.546   932.572
    39 -0.13436808D+05    0.0164736    0.0000012    213.883   275.342    EM
                                                    174.770   454.664
                                                    167.546   229.303
                                                    285.431   746.150
                                                    122.652   177.876
                                                    113.084   296.455
                                                    185.786   292.214
                                                    331.510   933.335
    40 -0.13436792D+05    0.0165476    0.0000012    213.945   275.388    EM
                                                    174.647   454.823
                                                    167.445   229.094
                                                    285.294   746.581
                                                    122.591   177.723
                                                    112.877   296.239
                                                    185.764   292.011
                                                    331.474   934.102
    41 -0.13436775D+05    0.0166219    0.0000012    214.008   275.435    EM
                                                    174.523   454.983
                                                    167.343   228.884
                                                    285.157   747.015
                                                    122.531   177.570
                                                    112.669   296.022
                                                    185.743   291.807
                                                    331.437   934.872
    42 -0.13436758D+05    0.0166965    0.0000012    214.073   275.483    EM
                                                    174.399   455.144
                                                    167.241   228.673
                                                    285.019   747.450
                                                    122.470   177.416
                                                    112.461   295.803
                                                    185.721   291.602
                                                    331.400   935.644
    43 -0.13436741D+05    0.0167715    0.0000012    214.138   275.531    EM
                                                    174.275   455.306
                                                    167.139   228.462
                                                    284.881   747.887
                                                    122.410   177.261
                                                    112.252   295.584
                                                    185.698   291.396
                                                    331.361   936.420
    44 -0.13436725D+05    0.0168468    0.0000013    214.204   275.580    EM
                                                    174.150   455.468
                                                    167.036   228.249
                                                    284.741   748.326
                                                    122.349   177.105
                                                    112.042   295.363
                                                    185.676   291.189
                                                    331.323   937.198
    45 -0.13436708D+05    0.0169224    0.0000013    214.271   275.630    EM
                                                    174.025   455.632
                                                    166.933   228.036
                                                    284.601   748.766
                                                    122.288   176.949
                                                    111.832   295.141
                                                    185.653   290.981
                                                    331.283   937.979
    46 -0.13436691D+05    0.0169984    0.0000013    214.340   275.680    EM
                                                    173.899   455.796
                                                    166.830   227.821
                                                    284.461   749.207
                                                    122.226   176.792
                                                    111.621   294.917
                                                    185.630   290.772
                                                    331.243   938.764
    47 -0.13436674D+05    0.0170747    0.0000013    214.409   275.731    EM
                                                    173.773   455.962
                                                    166.726   227.605
                                                    284.319   749.651
                                                    122.165   176.635
                                                    111.409   294.693
                                                    185.607   290.561
                                                    331.203   939.551
    48 -0.13436656D+05    0.0171514    0.0000013    214.479   275.782    EM
                                                    173.647   456.128
                                                    166.622   227.389
                                                    284.177   750.096
                                                    122.103   176.477
                                                    111.197   294.467
                                                    185.584   290.349
                                                    331.162   940.342
    49 -0.13436639D+05    0.0172284    0.0000013    214.550   275.834    EM
                                                    173.520   456.296
                                                    166.517   227.171
                                                    284.034   750.543
                                                    122.042   176.318
                                                    110.984   294.240
                                                    185.560   290.136
                                                    331.120   941.136
    50 -0.13436622D+05    0.0173057    0.0000013    214.623   275.886    EM
                                                    173.393   456.464
                                                    166.413   226.952
                                                    283.890   750.991
                                                    121.980   176.159
                                                    110.770   294.011
                                                    185.537   289.922
                                                    331.077   941.933
    51 -0.13436605D+05    0.0173833    0.0000013    214.696   275.940    EM
                                                    173.265   456.633
                                                    166.307   226.733
                                                    283.745   751.441
                                                    121.918   175.999
                                                    110.555   293.781
                                                    185.513   289.707
                                                    331.034   942.732
    52 -0.13436587D+05    0.0174613    0.0000013    214.771   275.993    EM
                                                    173.137   456.804
                                                    166.202   226.512
                                                    283.600   751.893
                                                    121.856   175.838
                                                    110.340   293.550
                                                    185.488   289.491
                                                    330.990   943.535
    53 -0.13436570D+05    0.0175396    0.0000013    214.846   276.048    EM
                                                    173.009   456.975
                                                    166.096   226.290
                                                    283.454   752.346
                                                    121.793   175.677
                                                    110.125   293.318
                                                    185.464   289.273
                                                    330.946   944.342
    54 -0.13436552D+05    0.0176182    0.0000013    214.923   276.103    EM
                                                    172.880   457.147
                                                    165.989   226.068
                                                    283.307   752.801
                                                    121.731   175.515
                                                    109.908   293.084
                                                    185.439   289.054
                                                    330.900   945.151
    55 -0.13436534D+05    0.0176972    0.0000013    215.001   276.159    EM
                                                    172.750   457.321
                                                    165.883   225.844
                                                    283.159   753.258
                                                    121.668   175.352
                                                    109.691   292.849
                                                    185.414   288.834
                                                    330.855   945.963
    56 -0.13436516D+05    0.0177765    0.0000013    215.080   276.215    EM
                                                    172.620   457.495
                                                    165.776   225.619
                                                    283.011   753.716
                                                    121.605   175.188
                                                    109.473   292.613
                                                    185.389   288.612
                                                    330.808   946.779
    57 -0.13436499D+05    0.0178561    0.0000013    215.160   276.273    EM
                                                    172.490   457.670
                                                    165.668   225.393
                                                    282.862   754.177
                                                    121.542   175.024
                                                    109.255   292.375
                                                    185.363   288.390
                                                    330.761   947.598
    58 -0.13436481D+05    0.0179360    0.0000013    215.241   276.330    EM
                                                    172.359   457.847
                                                    165.560   225.166
                                                    282.712   754.639
                                                    121.479   174.860
                                                    109.035   292.136
                                                    185.337   288.166
                                                    330.713   948.420
    59 -0.13436463D+05    0.0180163    0.0000013    215.323   276.389    EM
                                                    172.228   458.024
                                                    165.452   224.938
                                                    282.561   755.102
                                                    121.416   174.694
                                                    108.815   291.895
                                                    185.311   287.941
                                                    330.664   949.245
    60 -0.13436445D+05    0.0180968    0.0000013    215.407   276.448    EM
                                                    172.097   458.203
                                                    165.343   224.709
                                                    282.409   755.568
                                                    121.352   174.528
                                                    108.595   291.654
                                                    185.285   287.714
                                                    330.615   950.074
    61 -0.13436426D+05    0.0181777    0.0000014    215.492   276.508    EM
                                                    171.965   458.382
                                                    165.235   224.479
                                                    282.257   756.035
                                                    121.288   174.361
                                                    108.373   291.410
                                                    185.259   287.487
                                                    330.565   950.905
    62 -0.13436408D+05    0.0182589    0.0000014    215.578   276.569    EM
                                                    171.832   458.563
                                                    165.125   224.247
                                                    282.103   756.503
                                                    121.225   174.194
                                                    108.151   291.166
                                                    185.232   287.258
                                                    330.514   951.740
    63 -0.13436390D+05    0.0183404    0.0000014    215.665   276.630    EM
                                                    171.699   458.744
                                                    165.015   224.015
                                                    281.949   756.974
                                                    121.161   174.025
                                                    107.929   290.920
                                                    185.205   287.028
                                                    330.462   952.579
    64 -0.13436371D+05    0.0184223    0.0000014    215.753   276.692    EM
                                                    171.566   458.927
                                                    164.905   223.781
                                                    281.794   757.446
                                                    121.096   173.856
                                                    107.705   290.673
                                                    185.177   286.796
                                                    330.410   953.420
    65 -0.13436353D+05    0.0185044    0.0000014    215.842   276.755    EM
                                                    171.432   459.111
                                                    164.795   223.547
                                                    281.638   757.920
                                                    121.032   173.687
                                                    107.481   290.424
                                                    185.150   286.563
                                                    330.357   954.265
    66 -0.13436334D+05    0.0185868    0.0000014    215.933   276.818    EM
                                                    171.298   459.296
                                                    164.684   223.311
                                                    281.482   758.396
                                                    120.968   173.516
                                                    107.256   290.174
                                                    185.122   286.329
                                                    330.303   955.113
    67 -0.13436316D+05    0.0186696    0.0000014    216.025   276.883    EM
                                                    171.163   459.482
                                                    164.572   223.074
                                                    281.324   758.874
                                                    120.903   173.345
                                                    107.031   289.922
                                                    185.094   286.094
                                                    330.249   955.965
    68 -0.13436297D+05    0.0187526    0.0000014    216.118   276.948    EM
                                                    171.028   459.669
                                                    164.461   222.836
                                                    281.166   759.353
                                                    120.838   173.174
                                                    106.805   289.669
                                                    185.065   285.857
                                                    330.193   956.820
    69 -0.13427811D+05    8.4854870    0.0006315    380.688   342.339    QN
                                                     61.022   590.402
                                                     62.070    55.769
                                                    107.828  1037.805
                                                     59.981    55.309
                                                      9.687    94.383
                                                    103.574    96.146
                                                    179.506  1763.493
    70 -0.13427811D+05    0.0000000    0.0000000    380.688   342.339    EM
                                                     61.022   590.402
                                                     62.070    55.769
                                                    107.828  1037.805
                                                     59.981    55.309
                                                      9.687    94.383
                                                    103.574    96.146
                                                    179.506  1763.493


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