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

INPUT INSTRUCTIONS

  TITLE:	this is an example of a mover-stayer LTA for three
          time points using a probability parameterization
  DATA:	FILE = ex8.15.dat;
  VARIABLE:	NAMES = u11-u15 u21-u25 u31-u35;
  	CATEGORICAL = u11-u15 u21-u25 u31-u35;
  	CLASSES = c(2) c1(3) c2(3) c3(3);
  ANALYSIS:	TYPE = MIXTURE;
  	PARAMETERIZATION = PROBABILITY;
  	STARTS = 100 20;
  	PROCESSORS = 2;
  MODEL:	%OVERALL%
  	c1 ON c;
  MODEL c:	%c#1% !mover class
  	c2 ON c1;
  	c3 ON c2;
  	%c#2% ! stayer class
  	c2#1 ON c1#1@1; c2#2 ON c1#1@0;
  	c2#1 ON c1#2@0; c2#2 ON c1#2@1;
  	c2#1 ON c1#3@0; c2#2 ON c1#3@0;
  	c3#1 ON c2#1@1; c3#2 ON c2#1@0;
  	c3#1 ON c2#2@0; c3#2 ON c2#2@1;
  	c3#1 ON c2#3@0; c3#2 ON c2#3@0;
  MODEL c1:	%c1#1%
  	[u11$1] (1);
  	[u12$1] (2);
  	[u13$1] (3);
  	[u14$1] (4);
  	[u15$1] (5);
  	%c1#2%
  	[u11$1] (6);
  	[u12$1] (7);
  	[u13$1] (8);
  	[u14$1] (9);
  	[u15$1] (10);
  	%c1#3%
  	[u11$1] (11);
   	[u12$1] (12);
  	[u13$1] (13);
  	[u14$1] (14);
  	[u15$1] (15);
  MODEL c2: 	
  	%c2#1%
  	[u21$1] (1);
  	[u22$1] (2);
  	[u23$1] (3);
  	[u24$1] (4);
  	[u25$1] (5);
  	%c2#2%
  	[u21$1] (6);
  	[u22$1] (7);
  	[u23$1] (8);
  	[u24$1] (9);
  	[u25$1] (10);
  	%c2#3%
  	[u21$1] (11);
  	[u22$1] (12);
  	[u23$1] (13);
   	[u24$1] (14);
  	[u25$1] (15);
  MODEL c3:
  	%c3#1%
  	[u31$1] (1);
  	[u32$1] (2);
  	[u33$1] (3);
  	[u34$1] (4);
  	[u35$1] (5);
  	%c3#2%
  	[u31$1] (6);
  	[u32$1] (7);
  	[u33$1] (8);
  	[u34$1] (9);
   	[u35$1] (10);
  	%c3#3%
  	[u31$1] (11);
  	[u32$1] (12);
  	[u33$1] (13);
  	[u34$1] (14);
  	[u35$1] (15);
  OUTPUT:	TECH1 TECH8 TECH15;



INPUT READING TERMINATED NORMALLY



this is an example of a mover-stayer LTA for three
time points using a probability parameterization

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        2000

Number of dependent variables                                   15
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)
   U11         U12         U13         U14         U15         U21
   U22         U23         U24         U25         U31         U32
   U33         U34         U35

Categorical latent variables
   C           C1          C2          C3


Estimator                                                      MLR
Information matrix                                        OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
  Maximum number of iterations                                 100
  Convergence criterion                                  0.100D-05
Optimization Specifications for the EM Algorithm
  Maximum number of iterations                                 500
  Convergence criteria
    Loglikelihood change                                 0.100D-03
    Relative loglikelihood change                        0.100D-06
    Derivative                                           0.100D-03
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-05
  Basis for M step termination                           ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-05
  Basis for M step termination                           ITERATION
  Maximum value for logit thresholds                            15
  Minimum value for logit thresholds                           -15
  Minimum expected cell size for chi-square              0.100D-01
Optimization algorithm                                         EMA
Random Starts Specifications
  Number of initial stage random starts                        100
  Number of final stage optimizations                           20
  Number of initial stage iterations                            10
  Initial stage convergence criterion                    0.100D+01
  Random starts scale                                    0.500D+01
  Random seed for generating random starts                       0
Parameterization                                       PROBABILITY
Link                                                         LOGIT

Input data file(s)
  ex8.15.dat
Input data format  FREE


UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    U11
      Category 1    0.630     1260.000
      Category 2    0.370      740.000
    U12
      Category 1    0.641     1283.000
      Category 2    0.359      717.000
    U13
      Category 1    0.468      935.000
      Category 2    0.533     1065.000
    U14
      Category 1    0.477      954.000
      Category 2    0.523     1046.000
    U15
      Category 1    0.461      922.000
      Category 2    0.539     1078.000
    U21
      Category 1    0.598     1195.000
      Category 2    0.403      805.000
    U22
      Category 1    0.593     1186.000
      Category 2    0.407      814.000
    U23
      Category 1    0.368      737.000
      Category 2    0.632     1263.000
    U24
      Category 1    0.368      737.000
      Category 2    0.632     1263.000
    U25
      Category 1    0.370      741.000
      Category 2    0.629     1259.000
    U31
      Category 1    0.589     1177.000
      Category 2    0.412      823.000
    U32
      Category 1    0.566     1132.000
      Category 2    0.434      868.000
    U33
      Category 1    0.361      721.000
      Category 2    0.640     1279.000
    U34
      Category 1    0.377      755.000
      Category 2    0.623     1245.000
    U35
      Category 1    0.381      762.000
      Category 2    0.619     1238.000


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:

          -19504.367  830392           35
          -19504.367  85462            51
          -19504.367  784664           75
          -19504.367  127215           9
          -19504.367  391179           78
          -19504.371  568859           49
          -19504.372  804561           59
          -19504.372  533738           11
          -19504.372  268217           83
          -19504.372  352277           42
          -19504.372  402224           91
          -19504.372  136842           58
          -19504.372  68985            17
          -19504.372  467339           66
          -19504.372  399671           13
          -19504.372  626891           32
          -19504.372  848890           95
          -19504.372  unperturbed      0
          -19504.372  544048           87
          -19504.372  93468            3



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


THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       32

Loglikelihood

          H0 Value                      -19504.367
          H0 Scaling Correction Factor      1.0005
            for MLR

Information Criteria

          Akaike (AIC)                   39072.735
          Bayesian (BIC)                 39251.964
          Sample-Size Adjusted BIC       39150.298
            (n* = (n + 2) / 24)

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

          Pearson Chi-Square

          Value                          29837.897
          Degrees of Freedom                 32713
          P-Value                           1.0000

          Likelihood Ratio Chi-Square

          Value                           8987.297
          Degrees of Freedom                 32713
          P-Value                           1.0000

** Of the 32768 cells in the latent class indicator table, 22
   were deleted in the calculation of chi-square due to extreme values.



MODEL RESULTS USE THE LATENT CLASS VARIABLE ORDER

   C  C1  C2  C3

  Latent Class Variable Patterns

          C        C1        C2        C3
      Class     Class     Class     Class

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


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

  Latent Class
    Pattern

    1  1  1  1         11.62470          0.00581
    1  1  1  2         35.48869          0.01774
    1  1  1  3         66.09777          0.03305
    1  1  2  1         34.25139          0.01713
    1  1  2  2         69.79285          0.03490
    1  1  2  3         43.42752          0.02171
    1  1  3  1         86.54407          0.04327
    1  1  3  2        194.12203          0.09706
    1  1  3  3         75.16662          0.03758
    1  2  1  1          2.86324          0.00143
    1  2  1  2          8.74108          0.00437
    1  2  1  3         16.28029          0.00814
    1  2  2  1         21.08105          0.01054
    1  2  2  2         42.95612          0.02148
    1  2  2  3         26.72878          0.01336
    1  2  3  1         16.67022          0.00834
    1  2  3  2         37.39201          0.01870
    1  2  3  3         14.47868          0.00724
    1  3  1  1          6.74883          0.00337
    1  3  1  2         20.60330          0.01030
    1  3  1  3         38.37371          0.01919
    1  3  2  1         24.17547          0.01209
    1  3  2  2         49.26150          0.02463
    1  3  2  3         30.65221          0.01533
    1  3  3  1          0.00406          0.00000
    1  3  3  2          0.00911          0.00000
    1  3  3  3          0.00353          0.00000
    2  1  1  1        237.74765          0.11887
    2  1  1  2          0.00000          0.00000
    2  1  1  3          0.00000          0.00000
    2  1  2  1          0.00000          0.00000
    2  1  2  2          0.00000          0.00000
    2  1  2  3          0.00000          0.00000
    2  1  3  1          0.00000          0.00000
    2  1  3  2          0.00000          0.00000
    2  1  3  3          0.00000          0.00000
    2  2  1  1          0.00000          0.00000
    2  2  1  2          0.00000          0.00000
    2  2  1  3          0.00000          0.00000
    2  2  2  1          0.00000          0.00000
    2  2  2  2        229.86144          0.11493
    2  2  2  3          0.00000          0.00000
    2  2  3  1          0.00000          0.00000
    2  2  3  2          0.00000          0.00000
    2  2  3  3          0.00000          0.00000
    2  3  1  1          0.00000          0.00000
    2  3  1  2          0.00000          0.00000
    2  3  1  3          0.00000          0.00000
    2  3  2  1          0.00000          0.00000
    2  3  2  2          0.00000          0.00000
    2  3  2  3          0.00000          0.00000
    2  3  3  1          0.00000          0.00000
    2  3  3  2          0.00000          0.00000
    2  3  3  3        558.85205          0.27943


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

  Latent Class
    Variable    Class

    C              1       973.53888          0.48677
                   2      1026.46118          0.51323
    C1             1       854.26331          0.42713
                   2       417.05295          0.20853
                   3       728.68378          0.36434
    C2             1       444.56927          0.22228
                   2       572.18835          0.28609
                   3       983.24243          0.49162
    C3             1       441.71069          0.22086
                   2       688.22815          0.34411
                   3       870.06116          0.43503


LATENT TRANSITION PROBABILITIES BASED ON THE ESTIMATED MODEL

  C Classes (Rows) by C1 Classes (Columns)

            1        2        3

   1     0.633    0.192    0.174
   2     0.232    0.224    0.544

  C1 Classes (Rows) by C2 Classes (Columns)

            1        2        3

   1     0.411    0.173    0.417
   2     0.067    0.769    0.164
   3     0.090    0.143    0.767

  C2 Classes (Rows) by C3 Classes (Columns)

            1        2        3

   1     0.583    0.146    0.272
   2     0.139    0.685    0.176
   3     0.105    0.235    0.660


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

  Latent Class
    Pattern

    1  1  1  1         11.62470          0.00581
    1  1  1  2         35.96677          0.01798
    1  1  1  3         65.61969          0.03281
    1  1  2  1         33.46448          0.01673
    1  1  2  2         71.08558          0.03554
    1  1  2  3         42.92176          0.02146
    1  1  3  1         85.64602          0.04282
    1  1  3  2        195.59162          0.09780
    1  1  3  3         74.59502          0.03730
    1  2  1  1          2.79469          0.00140
    1  2  1  2          7.80208          0.00390
    1  2  1  3         17.28786          0.00864
    1  2  2  1         21.05039          0.01053
    1  2  2  2         42.95615          0.02148
    1  2  2  3         26.75940          0.01338
    1  2  3  1         17.56800          0.00878
    1  2  3  2         35.92286          0.01796
    1  2  3  3         15.05007          0.00753
    1  3  1  1          6.81737          0.00341
    1  3  1  2         21.06427          0.01053
    1  3  1  3         37.84422          0.01892
    1  3  2  1         24.99313          0.01250
    1  3  2  2         47.96878          0.02398
    1  3  2  3         31.12734          0.01556
    1  3  3  1          0.00423          0.00000
    1  3  3  2          0.00862          0.00000
    1  3  3  3          0.00353          0.00000
    2  1  1  1        237.74770          0.11887
    2  1  1  2          0.00000          0.00000
    2  1  1  3          0.00000          0.00000
    2  1  2  1          0.00000          0.00000
    2  1  2  2          0.00000          0.00000
    2  1  2  3          0.00000          0.00000
    2  1  3  1          0.00000          0.00000
    2  1  3  2          0.00000          0.00000
    2  1  3  3          0.00000          0.00000
    2  2  1  1          0.00000          0.00000
    2  2  1  2          0.00000          0.00000
    2  2  1  3          0.00000          0.00000
    2  2  2  1          0.00000          0.00000
    2  2  2  2        229.86158          0.11493
    2  2  2  3          0.00000          0.00000
    2  2  3  1          0.00000          0.00000
    2  2  3  2          0.00000          0.00000
    2  2  3  3          0.00000          0.00000
    2  3  1  1          0.00000          0.00000
    2  3  1  2          0.00000          0.00000
    2  3  1  3          0.00000          0.00000
    2  3  2  1          0.00000          0.00000
    2  3  2  2          0.00000          0.00000
    2  3  2  3          0.00000          0.00000
    2  3  3  1          0.00000          0.00000
    2  3  3  2          0.00000          0.00000
    2  3  3  3        558.85209          0.27943


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

  Latent Class
    Variable    Class

    C              1       973.53864          0.48677
                   2      1026.46143          0.51323
    C1             1       854.26337          0.42713
                   2       417.05307          0.20853
                   3       728.68359          0.36434
    C2             1       444.56937          0.22228
                   2       572.18860          0.28609
                   3       983.24213          0.49162
    C3             1       441.71072          0.22086
                   2       688.22833          0.34411
                   3       870.06097          0.43503


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                0          0.00000
    1  1  1  2               12          0.00600
    1  1  1  3               26          0.01300
    1  1  2  1               20          0.01000
    1  1  2  2               40          0.02000
    1  1  2  3               20          0.01000
    1  1  3  1               76          0.03800
    1  1  3  2              216          0.10800
    1  1  3  3               25          0.01250
    1  2  1  1                0          0.00000
    1  2  1  2                0          0.00000
    1  2  1  3               11          0.00550
    1  2  2  1                9          0.00450
    1  2  2  2                0          0.00000
    1  2  2  3                3          0.00150
    1  2  3  1                2          0.00100
    1  2  3  2               12          0.00600
    1  2  3  3                0          0.00000
    1  3  1  1                0          0.00000
    1  3  1  2                9          0.00450
    1  3  1  3               29          0.01450
    1  3  2  1               14          0.00700
    1  3  2  2               12          0.00600
    1  3  2  3                0          0.00000
    1  3  3  1                0          0.00000
    1  3  3  2                0          0.00000
    1  3  3  3                0          0.00000
    2  1  1  1              358          0.17900
    2  1  1  2                0          0.00000
    2  1  1  3                0          0.00000
    2  1  2  1                0          0.00000
    2  1  2  2                0          0.00000
    2  1  2  3                0          0.00000
    2  1  3  1                0          0.00000
    2  1  3  2                0          0.00000
    2  1  3  3                0          0.00000
    2  2  1  1                0          0.00000
    2  2  1  2                0          0.00000
    2  2  1  3                0          0.00000
    2  2  2  1                0          0.00000
    2  2  2  2              314          0.15700
    2  2  2  3                0          0.00000
    2  2  3  1                0          0.00000
    2  2  3  2                0          0.00000
    2  2  3  3                0          0.00000
    2  3  1  1                0          0.00000
    2  3  1  2                0          0.00000
    2  3  1  3                0          0.00000
    2  3  2  1                0          0.00000
    2  3  2  2                0          0.00000
    2  3  2  3                0          0.00000
    2  3  3  1                0          0.00000
    2  3  3  2                0          0.00000
    2  3  3  3              792          0.39600


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

  Latent Class
    Variable    Class

    C              1             536          0.26800
                   2            1464          0.73200
    C1             1             793          0.39650
                   2             351          0.17550
                   3             856          0.42800
    C2             1             445          0.22250
                   2             432          0.21600
                   3            1123          0.56150
    C3             1             479          0.23950
                   2             615          0.30750
                   3             906          0.45300


CLASSIFICATION QUALITY

     Entropy                         0.611


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

  Latent Class Variable Patterns

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

         1             1         1         1         1
         2             1         1         1         2
         3             1         1         1         3
         4             1         1         2         1
         5             1         1         2         2
         6             1         1         2         3
         7             1         1         3         1
         8             1         1         3         2
         9             1         1         3         3
        10             1         2         1         1
        11             1         2         1         2
        12             1         2         1         3
        13             1         2         2         1
        14             1         2         2         2
        15             1         2         2         3
        16             1         2         3         1
        17             1         2         3         2
        18             1         2         3         3
        19             1         3         1         1
        20             1         3         1         2
        21             1         3         1         3
        22             1         3         2         1
        23             1         3         2         2
        24             1         3         2         3
        25             1         3         3         1
        26             1         3         3         2
        27             1         3         3         3
        28             2         1         1         1
        29             2         1         1         2
        30             2         1         1         3
        31             2         1         2         1
        32             2         1         2         2
        33             2         1         2         3
        34             2         1         3         1
        35             2         1         3         2
        36             2         1         3         3
        37             2         2         1         1
        38             2         2         1         2
        39             2         2         1         3
        40             2         2         2         1
        41             2         2         2         2
        42             2         2         2         3
        43             2         2         3         1
        44             2         2         3         2
        45             2         2         3         3
        46             2         3         1         1
        47             2         3         1         2
        48             2         3         1         3
        49             2         3         2         1
        50             2         3         2         2
        51             2         3         2         3
        52             2         3         3         1
        53             2         3         3         2
        54             2         3         3         3

           1        2        3        4        5        6        7        8        9

    1   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    2   0.005    0.453    0.109    0.001    0.053    0.004    0.002    0.123    0.006
    3   0.004    0.117    0.487    0.001    0.012    0.019    0.003    0.056    0.057
    4   0.003    0.001    0.006    0.372    0.090    0.138    0.119    0.032    0.031
    5   0.001    0.014    0.019    0.033    0.454    0.119    0.011    0.165    0.027
    6   0.002    0.004    0.053    0.047    0.075    0.355    0.015    0.027    0.080
    7   0.007    0.002    0.007    0.085    0.017    0.020    0.398    0.087    0.065
    8   0.001    0.044    0.024    0.005    0.088    0.018    0.025    0.500    0.068
    9   0.003    0.005    0.067    0.018    0.021    0.101    0.091    0.124    0.362
   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   0.002    0.008    0.058    0.000    0.000    0.001    0.001    0.002    0.003
   13   0.001    0.000    0.000    0.058    0.003    0.012    0.021    0.001    0.003
   14   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   15   0.000    0.000    0.004    0.015    0.011    0.060    0.004    0.004    0.012
   16   0.003    0.000    0.001    0.004    0.000    0.000    0.072    0.002    0.003
   17   0.000    0.007    0.002    0.000    0.003    0.000    0.005    0.070    0.004
   18   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   19   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   20   0.001    0.103    0.026    0.000    0.007    0.001    0.000    0.028    0.001
   21   0.004    0.022    0.096    0.000    0.004    0.004    0.002    0.006    0.005
   22   0.002    0.000    0.001    0.114    0.020    0.013    0.041    0.009    0.003
   23   0.000    0.003    0.001    0.002    0.114    0.009    0.000    0.040    0.002
   24   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   25   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   26   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   27   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   28   0.027    0.028    0.068    0.023    0.011    0.011    0.078    0.043    0.022
   29   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   30   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   31   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   32   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   33   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   34   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   35   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   36   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   37   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   38   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   39   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   40   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   41   0.000    0.004    0.003    0.005    0.044    0.012    0.003    0.029    0.005
   42   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   43   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   44   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   45   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   46   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   47   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   48   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   49   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   50   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   51   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   52   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   53   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   54   0.001    0.005    0.017    0.005    0.011    0.015    0.018    0.051    0.040

          10       11       12       13       14       15       16       17       18

    1   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    2   0.000    0.014    0.003    0.000    0.002    0.000    0.000    0.003    0.000
    3   0.000    0.005    0.017    0.000    0.002    0.002    0.000    0.001    0.001
    4   0.000    0.000    0.000    0.017    0.004    0.006    0.002    0.000    0.000
    5   0.000    0.000    0.000    0.001    0.008    0.002    0.000    0.001    0.000
    6   0.000    0.000    0.001    0.002    0.006    0.027    0.000    0.001    0.002
    7   0.000    0.000    0.000    0.014    0.001    0.002    0.021    0.002    0.002
    8   0.000    0.002    0.001    0.000    0.008    0.001    0.001    0.021    0.002
    9   0.000    0.000    0.001    0.000    0.000    0.002    0.001    0.002    0.004
   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   0.016    0.086    0.397    0.003    0.010    0.016    0.005    0.018    0.018
   13   0.016    0.002    0.008    0.383    0.028    0.081    0.083    0.008    0.007
   14   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   15   0.000    0.000    0.006    0.069    0.052    0.281    0.007    0.006    0.020
   16   0.017    0.001    0.005    0.087    0.005    0.006    0.512    0.036    0.022
   17   0.002    0.035    0.008    0.004    0.054    0.004    0.022    0.348    0.018
   18   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   19   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   20   0.001    0.090    0.022    0.000    0.015    0.001    0.000    0.019    0.001
   21   0.005    0.017    0.063    0.001    0.003    0.003    0.001    0.004    0.003
   22   0.001    0.000    0.000    0.095    0.011    0.012    0.012    0.002    0.001
   23   0.000    0.001    0.000    0.002    0.046    0.004    0.000    0.005    0.000
   24   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   25   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   26   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   27   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   28   0.004    0.002    0.006    0.007    0.002    0.002    0.008    0.002    0.001
   29   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   30   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   31   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   32   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   33   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   34   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   35   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   36   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   37   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   38   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   39   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   40   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   41   0.001    0.005    0.004    0.016    0.100    0.036    0.005    0.037    0.006
   42   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   43   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   44   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   45   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   46   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   47   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   48   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   49   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   50   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   51   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   52   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   53   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   54   0.001    0.002    0.008    0.009    0.008    0.014    0.011    0.018    0.014

          19       20       21       22       23       24       25       26       27

    1   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    2   0.001    0.071    0.017    0.000    0.005    0.000    0.000    0.000    0.000
    3   0.000    0.013    0.052    0.000    0.001    0.001    0.000    0.000    0.000
    4   0.000    0.000    0.000    0.035    0.010    0.014    0.000    0.000    0.000
    5   0.000    0.001    0.001    0.004    0.045    0.010    0.000    0.000    0.000
    6   0.000    0.000    0.005    0.010    0.013    0.063    0.000    0.000    0.000
    7   0.002    0.000    0.001    0.023    0.003    0.003    0.000    0.000    0.000
    8   0.000    0.009    0.003    0.001    0.016    0.002    0.000    0.000    0.000
    9   0.000    0.000    0.002    0.001    0.001    0.004    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   0.005    0.026    0.124    0.000    0.001    0.002    0.000    0.000    0.000
   13   0.005    0.001    0.003    0.056    0.004    0.012    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    0.002    0.010    0.008    0.043    0.000    0.000    0.000
   16   0.005    0.000    0.001    0.013    0.001    0.001    0.000    0.000    0.000
   17   0.001    0.011    0.003    0.001    0.008    0.001    0.000    0.000    0.000
   18   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   19   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   20   0.004    0.369    0.092    0.000    0.049    0.004    0.000    0.000    0.000
   21   0.020    0.080    0.305    0.003    0.010    0.012    0.000    0.000    0.000
   22   0.007    0.003    0.003    0.317    0.064    0.044    0.000    0.000    0.000
   23   0.000    0.012    0.003    0.015    0.394    0.031    0.000    0.000    0.000
   24   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   25   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   26   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   27   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   28   0.010    0.007    0.015    0.008    0.002    0.002    0.000    0.000    0.000
   29   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   30   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   31   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   32   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   33   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   34   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   35   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   36   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   37   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   38   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   39   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   40   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   41   0.000    0.006    0.003    0.007    0.052    0.014    0.000    0.000    0.000
   42   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   43   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   44   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   45   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   46   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   47   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   48   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   49   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   50   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   51   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   52   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   53   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   54   0.003    0.009    0.023    0.015    0.023    0.027    0.000    0.000    0.000

          28       29       30       31       32       33       34       35       36

    1   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    2   0.104    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    3   0.084    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    4   0.065    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    5   0.022    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    6   0.031    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    7   0.134    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    8   0.018    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    9   0.058    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   0.051    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   13   0.014    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   0.004    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   16   0.065    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   17   0.008    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   18   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   19   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   20   0.016    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   21   0.091    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   22   0.032    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   23   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   24   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   25   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   26   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   27   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   28   0.546    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   29   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   30   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   31   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   32   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   33   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   34   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   35   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   36   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   37   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   38   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   39   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   40   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   41   0.005    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   42   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   43   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   44   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   45   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   46   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   47   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   48   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   49   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   50   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   51   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   52   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   53   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   54   0.019    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000

          37       38       39       40       41       42       43       44       45

    1   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    2   0.000    0.000    0.000    0.000    0.010    0.000    0.000    0.000    0.000
    3   0.000    0.000    0.000    0.000    0.010    0.000    0.000    0.000    0.000
    4   0.000    0.000    0.000    0.000    0.022    0.000    0.000    0.000    0.000
    5   0.000    0.000    0.000    0.000    0.042    0.000    0.000    0.000    0.000
    6   0.000    0.000    0.000    0.000    0.030    0.000    0.000    0.000    0.000
    7   0.000    0.000    0.000    0.000    0.007    0.000    0.000    0.000    0.000
    8   0.000    0.000    0.000    0.000    0.040    0.000    0.000    0.000    0.000
    9   0.000    0.000    0.000    0.000    0.002    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    0.055    0.000    0.000    0.000    0.000
   13   0.000    0.000    0.000    0.000    0.151    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    0.278    0.000    0.000    0.000    0.000
   16   0.000    0.000    0.000    0.000    0.029    0.000    0.000    0.000    0.000
   17   0.000    0.000    0.000    0.000    0.291    0.000    0.000    0.000    0.000
   18   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   19   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   20   0.000    0.000    0.000    0.000    0.083    0.000    0.000    0.000    0.000
   21   0.000    0.000    0.000    0.000    0.015    0.000    0.000    0.000    0.000
   22   0.000    0.000    0.000    0.000    0.061    0.000    0.000    0.000    0.000
   23   0.000    0.000    0.000    0.000    0.245    0.000    0.000    0.000    0.000
   24   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   25   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   26   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   27   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   28   0.000    0.000    0.000    0.000    0.009    0.000    0.000    0.000    0.000
   29   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   30   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   31   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   32   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   33   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   34   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   35   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   36   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   37   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   38   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   39   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   40   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   41   0.000    0.000    0.000    0.000    0.535    0.000    0.000    0.000    0.000
   42   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   43   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   44   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   45   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   46   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   47   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   48   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   49   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   50   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   51   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   52   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   53   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   54   0.000    0.000    0.000    0.000    0.044    0.000    0.000    0.000    0.000

          46       47       48       49       50       51       52       53       54

    1   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    2   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.012
    3   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.054
    4   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.032
    5   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.023
    6   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.152
    7   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.097
    8   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.101
    9   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.131
   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    0.090
   13   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.038
   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    0.102
   16   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.109
   17   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.090
   18   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   19   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   20   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.066
   21   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.220
   22   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.131
   23   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.071
   24   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   25   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   26   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   27   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   28   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.055
   29   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   30   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   31   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   32   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   33   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   34   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   35   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   36   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   37   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   38   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   39   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   40   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   41   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.063
   42   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   43   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   44   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   45   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   46   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   47   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   48   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   49   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   50   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   51   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   52   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   53   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   54   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.591



MODEL RESULTS

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

Latent Class Pattern 1 1 1 1

 Thresholds
    U11$1              0.962      0.071     13.586      0.000
    U12$1              0.982      0.074     13.264      0.000
    U13$1              0.949      0.092     10.326      0.000
    U14$1              1.073      0.099     10.843      0.000
    U15$1              1.022      0.096     10.601      0.000
    U21$1              0.962      0.071     13.586      0.000
    U22$1              0.982      0.074     13.264      0.000
    U23$1              0.949      0.092     10.326      0.000
    U24$1              1.073      0.099     10.843      0.000
    U25$1              1.022      0.096     10.601      0.000
    U31$1              0.962      0.071     13.586      0.000
    U32$1              0.982      0.074     13.264      0.000
    U33$1              0.949      0.092     10.326      0.000
    U34$1              1.073      0.099     10.843      0.000
    U35$1              1.022      0.096     10.601      0.000

Latent Class Pattern 1 1 1 2

 Thresholds
    U11$1              0.962      0.071     13.586      0.000
    U12$1              0.982      0.074     13.264      0.000
    U13$1              0.949      0.092     10.326      0.000
    U14$1              1.073      0.099     10.843      0.000
    U15$1              1.022      0.096     10.601      0.000
    U21$1              0.962      0.071     13.586      0.000
    U22$1              0.982      0.074     13.264      0.000
    U23$1              0.949      0.092     10.326      0.000
    U24$1              1.073      0.099     10.843      0.000
    U25$1              1.022      0.096     10.601      0.000
    U31$1             -0.957      0.131     -7.311      0.000
    U32$1             -1.047      0.144     -7.275      0.000
    U33$1             -1.099      0.085    -12.929      0.000
    U34$1             -0.984      0.086    -11.381      0.000
    U35$1             -0.940      0.082    -11.519      0.000

Latent Class Pattern 1 1 1 3

 Thresholds
    U11$1              0.962      0.071     13.586      0.000
    U12$1              0.982      0.074     13.264      0.000
    U13$1              0.949      0.092     10.326      0.000
    U14$1              1.073      0.099     10.843      0.000
    U15$1              1.022      0.096     10.601      0.000
    U21$1              0.962      0.071     13.586      0.000
    U22$1              0.982      0.074     13.264      0.000
    U23$1              0.949      0.092     10.326      0.000
    U24$1              1.073      0.099     10.843      0.000
    U25$1              1.022      0.096     10.601      0.000
    U31$1              1.039      0.097     10.728      0.000
    U32$1              1.022      0.097     10.578      0.000
    U33$1             -0.952      0.072    -13.301      0.000
    U34$1             -1.004      0.078    -12.853      0.000
    U35$1             -1.041      0.082    -12.759      0.000

Latent Class Pattern 1 1 2 1

 Thresholds
    U11$1              0.962      0.071     13.586      0.000
    U12$1              0.982      0.074     13.264      0.000
    U13$1              0.949      0.092     10.326      0.000
    U14$1              1.073      0.099     10.843      0.000
    U15$1              1.022      0.096     10.601      0.000
    U21$1             -0.957      0.131     -7.311      0.000
    U22$1             -1.047      0.144     -7.275      0.000
    U23$1             -1.099      0.085    -12.929      0.000
    U24$1             -0.984      0.086    -11.381      0.000
    U25$1             -0.940      0.082    -11.519      0.000
    U31$1              0.962      0.071     13.586      0.000
    U32$1              0.982      0.074     13.264      0.000
    U33$1              0.949      0.092     10.326      0.000
    U34$1              1.073      0.099     10.843      0.000
    U35$1              1.022      0.096     10.601      0.000

Latent Class Pattern 1 1 2 2

 Thresholds
    U11$1              0.962      0.071     13.586      0.000
    U12$1              0.982      0.074     13.264      0.000
    U13$1              0.949      0.092     10.326      0.000
    U14$1              1.073      0.099     10.843      0.000
    U15$1              1.022      0.096     10.601      0.000
    U21$1             -0.957      0.131     -7.311      0.000
    U22$1             -1.047      0.144     -7.275      0.000
    U23$1             -1.099      0.085    -12.929      0.000
    U24$1             -0.984      0.086    -11.381      0.000
    U25$1             -0.940      0.082    -11.519      0.000
    U31$1             -0.957      0.131     -7.311      0.000
    U32$1             -1.047      0.144     -7.275      0.000
    U33$1             -1.099      0.085    -12.929      0.000
    U34$1             -0.984      0.086    -11.381      0.000
    U35$1             -0.940      0.082    -11.519      0.000

Latent Class Pattern 1 1 2 3

 Thresholds
    U11$1              0.962      0.071     13.586      0.000
    U12$1              0.982      0.074     13.264      0.000
    U13$1              0.949      0.092     10.326      0.000
    U14$1              1.073      0.099     10.843      0.000
    U15$1              1.022      0.096     10.601      0.000
    U21$1             -0.957      0.131     -7.311      0.000
    U22$1             -1.047      0.144     -7.275      0.000
    U23$1             -1.099      0.085    -12.929      0.000
    U24$1             -0.984      0.086    -11.381      0.000
    U25$1             -0.940      0.082    -11.519      0.000
    U31$1              1.039      0.097     10.728      0.000
    U32$1              1.022      0.097     10.578      0.000
    U33$1             -0.952      0.072    -13.301      0.000
    U34$1             -1.004      0.078    -12.853      0.000
    U35$1             -1.041      0.082    -12.759      0.000

Latent Class Pattern 1 1 3 1

 Thresholds
    U11$1              0.962      0.071     13.586      0.000
    U12$1              0.982      0.074     13.264      0.000
    U13$1              0.949      0.092     10.326      0.000
    U14$1              1.073      0.099     10.843      0.000
    U15$1              1.022      0.096     10.601      0.000
    U21$1              1.039      0.097     10.728      0.000
    U22$1              1.022      0.097     10.578      0.000
    U23$1             -0.952      0.072    -13.301      0.000
    U24$1             -1.004      0.078    -12.853      0.000
    U25$1             -1.041      0.082    -12.759      0.000
    U31$1              0.962      0.071     13.586      0.000
    U32$1              0.982      0.074     13.264      0.000
    U33$1              0.949      0.092     10.326      0.000
    U34$1              1.073      0.099     10.843      0.000
    U35$1              1.022      0.096     10.601      0.000

Latent Class Pattern 1 1 3 2

 Thresholds
    U11$1              0.962      0.071     13.586      0.000
    U12$1              0.982      0.074     13.264      0.000
    U13$1              0.949      0.092     10.326      0.000
    U14$1              1.073      0.099     10.843      0.000
    U15$1              1.022      0.096     10.601      0.000
    U21$1              1.039      0.097     10.728      0.000
    U22$1              1.022      0.097     10.578      0.000
    U23$1             -0.952      0.072    -13.301      0.000
    U24$1             -1.004      0.078    -12.853      0.000
    U25$1             -1.041      0.082    -12.759      0.000
    U31$1             -0.957      0.131     -7.311      0.000
    U32$1             -1.047      0.144     -7.275      0.000
    U33$1             -1.099      0.085    -12.929      0.000
    U34$1             -0.984      0.086    -11.381      0.000
    U35$1             -0.940      0.082    -11.519      0.000

Latent Class Pattern 1 1 3 3

 Thresholds
    U11$1              0.962      0.071     13.586      0.000
    U12$1              0.982      0.074     13.264      0.000
    U13$1              0.949      0.092     10.326      0.000
    U14$1              1.073      0.099     10.843      0.000
    U15$1              1.022      0.096     10.601      0.000
    U21$1              1.039      0.097     10.728      0.000
    U22$1              1.022      0.097     10.578      0.000
    U23$1             -0.952      0.072    -13.301      0.000
    U24$1             -1.004      0.078    -12.853      0.000
    U25$1             -1.041      0.082    -12.759      0.000
    U31$1              1.039      0.097     10.728      0.000
    U32$1              1.022      0.097     10.578      0.000
    U33$1             -0.952      0.072    -13.301      0.000
    U34$1             -1.004      0.078    -12.853      0.000
    U35$1             -1.041      0.082    -12.759      0.000

Latent Class Pattern 1 2 1 1

 Thresholds
    U11$1             -0.957      0.131     -7.311      0.000
    U12$1             -1.047      0.144     -7.275      0.000
    U13$1             -1.099      0.085    -12.929      0.000
    U14$1             -0.984      0.086    -11.381      0.000
    U15$1             -0.940      0.082    -11.519      0.000
    U21$1              0.962      0.071     13.586      0.000
    U22$1              0.982      0.074     13.264      0.000
    U23$1              0.949      0.092     10.326      0.000
    U24$1              1.073      0.099     10.843      0.000
    U25$1              1.022      0.096     10.601      0.000
    U31$1              0.962      0.071     13.586      0.000
    U32$1              0.982      0.074     13.264      0.000
    U33$1              0.949      0.092     10.326      0.000
    U34$1              1.073      0.099     10.843      0.000
    U35$1              1.022      0.096     10.601      0.000

Latent Class Pattern 1 2 1 2

 Thresholds
    U11$1             -0.957      0.131     -7.311      0.000
    U12$1             -1.047      0.144     -7.275      0.000
    U13$1             -1.099      0.085    -12.929      0.000
    U14$1             -0.984      0.086    -11.381      0.000
    U15$1             -0.940      0.082    -11.519      0.000
    U21$1              0.962      0.071     13.586      0.000
    U22$1              0.982      0.074     13.264      0.000
    U23$1              0.949      0.092     10.326      0.000
    U24$1              1.073      0.099     10.843      0.000
    U25$1              1.022      0.096     10.601      0.000
    U31$1             -0.957      0.131     -7.311      0.000
    U32$1             -1.047      0.144     -7.275      0.000
    U33$1             -1.099      0.085    -12.929      0.000
    U34$1             -0.984      0.086    -11.381      0.000
    U35$1             -0.940      0.082    -11.519      0.000

Latent Class Pattern 1 2 1 3

 Thresholds
    U11$1             -0.957      0.131     -7.311      0.000
    U12$1             -1.047      0.144     -7.275      0.000
    U13$1             -1.099      0.085    -12.929      0.000
    U14$1             -0.984      0.086    -11.381      0.000
    U15$1             -0.940      0.082    -11.519      0.000
    U21$1              0.962      0.071     13.586      0.000
    U22$1              0.982      0.074     13.264      0.000
    U23$1              0.949      0.092     10.326      0.000
    U24$1              1.073      0.099     10.843      0.000
    U25$1              1.022      0.096     10.601      0.000
    U31$1              1.039      0.097     10.728      0.000
    U32$1              1.022      0.097     10.578      0.000
    U33$1             -0.952      0.072    -13.301      0.000
    U34$1             -1.004      0.078    -12.853      0.000
    U35$1             -1.041      0.082    -12.759      0.000

Latent Class Pattern 1 2 2 1

 Thresholds
    U11$1             -0.957      0.131     -7.311      0.000
    U12$1             -1.047      0.144     -7.275      0.000
    U13$1             -1.099      0.085    -12.929      0.000
    U14$1             -0.984      0.086    -11.381      0.000
    U15$1             -0.940      0.082    -11.519      0.000
    U21$1             -0.957      0.131     -7.311      0.000
    U22$1             -1.047      0.144     -7.275      0.000
    U23$1             -1.099      0.085    -12.929      0.000
    U24$1             -0.984      0.086    -11.381      0.000
    U25$1             -0.940      0.082    -11.519      0.000
    U31$1              0.962      0.071     13.586      0.000
    U32$1              0.982      0.074     13.264      0.000
    U33$1              0.949      0.092     10.326      0.000
    U34$1              1.073      0.099     10.843      0.000
    U35$1              1.022      0.096     10.601      0.000

Latent Class Pattern 1 2 2 2

 Thresholds
    U11$1             -0.957      0.131     -7.311      0.000
    U12$1             -1.047      0.144     -7.275      0.000
    U13$1             -1.099      0.085    -12.929      0.000
    U14$1             -0.984      0.086    -11.381      0.000
    U15$1             -0.940      0.082    -11.519      0.000
    U21$1             -0.957      0.131     -7.311      0.000
    U22$1             -1.047      0.144     -7.275      0.000
    U23$1             -1.099      0.085    -12.929      0.000
    U24$1             -0.984      0.086    -11.381      0.000
    U25$1             -0.940      0.082    -11.519      0.000
    U31$1             -0.957      0.131     -7.311      0.000
    U32$1             -1.047      0.144     -7.275      0.000
    U33$1             -1.099      0.085    -12.929      0.000
    U34$1             -0.984      0.086    -11.381      0.000
    U35$1             -0.940      0.082    -11.519      0.000

Latent Class Pattern 1 2 2 3

 Thresholds
    U11$1             -0.957      0.131     -7.311      0.000
    U12$1             -1.047      0.144     -7.275      0.000
    U13$1             -1.099      0.085    -12.929      0.000
    U14$1             -0.984      0.086    -11.381      0.000
    U15$1             -0.940      0.082    -11.519      0.000
    U21$1             -0.957      0.131     -7.311      0.000
    U22$1             -1.047      0.144     -7.275      0.000
    U23$1             -1.099      0.085    -12.929      0.000
    U24$1             -0.984      0.086    -11.381      0.000
    U25$1             -0.940      0.082    -11.519      0.000
    U31$1              1.039      0.097     10.728      0.000
    U32$1              1.022      0.097     10.578      0.000
    U33$1             -0.952      0.072    -13.301      0.000
    U34$1             -1.004      0.078    -12.853      0.000
    U35$1             -1.041      0.082    -12.759      0.000

Latent Class Pattern 1 2 3 1

 Thresholds
    U11$1             -0.957      0.131     -7.311      0.000
    U12$1             -1.047      0.144     -7.275      0.000
    U13$1             -1.099      0.085    -12.929      0.000
    U14$1             -0.984      0.086    -11.381      0.000
    U15$1             -0.940      0.082    -11.519      0.000
    U21$1              1.039      0.097     10.728      0.000
    U22$1              1.022      0.097     10.578      0.000
    U23$1             -0.952      0.072    -13.301      0.000
    U24$1             -1.004      0.078    -12.853      0.000
    U25$1             -1.041      0.082    -12.759      0.000
    U31$1              0.962      0.071     13.586      0.000
    U32$1              0.982      0.074     13.264      0.000
    U33$1              0.949      0.092     10.326      0.000
    U34$1              1.073      0.099     10.843      0.000
    U35$1              1.022      0.096     10.601      0.000

Latent Class Pattern 1 2 3 2

 Thresholds
    U11$1             -0.957      0.131     -7.311      0.000
    U12$1             -1.047      0.144     -7.275      0.000
    U13$1             -1.099      0.085    -12.929      0.000
    U14$1             -0.984      0.086    -11.381      0.000
    U15$1             -0.940      0.082    -11.519      0.000
    U21$1              1.039      0.097     10.728      0.000
    U22$1              1.022      0.097     10.578      0.000
    U23$1             -0.952      0.072    -13.301      0.000
    U24$1             -1.004      0.078    -12.853      0.000
    U25$1             -1.041      0.082    -12.759      0.000
    U31$1             -0.957      0.131     -7.311      0.000
    U32$1             -1.047      0.144     -7.275      0.000
    U33$1             -1.099      0.085    -12.929      0.000
    U34$1             -0.984      0.086    -11.381      0.000
    U35$1             -0.940      0.082    -11.519      0.000

Latent Class Pattern 1 2 3 3

 Thresholds
    U11$1             -0.957      0.131     -7.311      0.000
    U12$1             -1.047      0.144     -7.275      0.000
    U13$1             -1.099      0.085    -12.929      0.000
    U14$1             -0.984      0.086    -11.381      0.000
    U15$1             -0.940      0.082    -11.519      0.000
    U21$1              1.039      0.097     10.728      0.000
    U22$1              1.022      0.097     10.578      0.000
    U23$1             -0.952      0.072    -13.301      0.000
    U24$1             -1.004      0.078    -12.853      0.000
    U25$1             -1.041      0.082    -12.759      0.000
    U31$1              1.039      0.097     10.728      0.000
    U32$1              1.022      0.097     10.578      0.000
    U33$1             -0.952      0.072    -13.301      0.000
    U34$1             -1.004      0.078    -12.853      0.000
    U35$1             -1.041      0.082    -12.759      0.000

Latent Class Pattern 1 3 1 1

 Thresholds
    U11$1              1.039      0.097     10.728      0.000
    U12$1              1.022      0.097     10.578      0.000
    U13$1             -0.952      0.072    -13.301      0.000
    U14$1             -1.004      0.078    -12.853      0.000
    U15$1             -1.041      0.082    -12.759      0.000
    U21$1              0.962      0.071     13.586      0.000
    U22$1              0.982      0.074     13.264      0.000
    U23$1              0.949      0.092     10.326      0.000
    U24$1              1.073      0.099     10.843      0.000
    U25$1              1.022      0.096     10.601      0.000
    U31$1              0.962      0.071     13.586      0.000
    U32$1              0.982      0.074     13.264      0.000
    U33$1              0.949      0.092     10.326      0.000
    U34$1              1.073      0.099     10.843      0.000
    U35$1              1.022      0.096     10.601      0.000

Latent Class Pattern 1 3 1 2

 Thresholds
    U11$1              1.039      0.097     10.728      0.000
    U12$1              1.022      0.097     10.578      0.000
    U13$1             -0.952      0.072    -13.301      0.000
    U14$1             -1.004      0.078    -12.853      0.000
    U15$1             -1.041      0.082    -12.759      0.000
    U21$1              0.962      0.071     13.586      0.000
    U22$1              0.982      0.074     13.264      0.000
    U23$1              0.949      0.092     10.326      0.000
    U24$1              1.073      0.099     10.843      0.000
    U25$1              1.022      0.096     10.601      0.000
    U31$1             -0.957      0.131     -7.311      0.000
    U32$1             -1.047      0.144     -7.275      0.000
    U33$1             -1.099      0.085    -12.929      0.000
    U34$1             -0.984      0.086    -11.381      0.000
    U35$1             -0.940      0.082    -11.519      0.000

Latent Class Pattern 1 3 1 3

 Thresholds
    U11$1              1.039      0.097     10.728      0.000
    U12$1              1.022      0.097     10.578      0.000
    U13$1             -0.952      0.072    -13.301      0.000
    U14$1             -1.004      0.078    -12.853      0.000
    U15$1             -1.041      0.082    -12.759      0.000
    U21$1              0.962      0.071     13.586      0.000
    U22$1              0.982      0.074     13.264      0.000
    U23$1              0.949      0.092     10.326      0.000
    U24$1              1.073      0.099     10.843      0.000
    U25$1              1.022      0.096     10.601      0.000
    U31$1              1.039      0.097     10.728      0.000
    U32$1              1.022      0.097     10.578      0.000
    U33$1             -0.952      0.072    -13.301      0.000
    U34$1             -1.004      0.078    -12.853      0.000
    U35$1             -1.041      0.082    -12.759      0.000

Latent Class Pattern 1 3 2 1

 Thresholds
    U11$1              1.039      0.097     10.728      0.000
    U12$1              1.022      0.097     10.578      0.000
    U13$1             -0.952      0.072    -13.301      0.000
    U14$1             -1.004      0.078    -12.853      0.000
    U15$1             -1.041      0.082    -12.759      0.000
    U21$1             -0.957      0.131     -7.311      0.000
    U22$1             -1.047      0.144     -7.275      0.000
    U23$1             -1.099      0.085    -12.929      0.000
    U24$1             -0.984      0.086    -11.381      0.000
    U25$1             -0.940      0.082    -11.519      0.000
    U31$1              0.962      0.071     13.586      0.000
    U32$1              0.982      0.074     13.264      0.000
    U33$1              0.949      0.092     10.326      0.000
    U34$1              1.073      0.099     10.843      0.000
    U35$1              1.022      0.096     10.601      0.000

Latent Class Pattern 1 3 2 2

 Thresholds
    U11$1              1.039      0.097     10.728      0.000
    U12$1              1.022      0.097     10.578      0.000
    U13$1             -0.952      0.072    -13.301      0.000
    U14$1             -1.004      0.078    -12.853      0.000
    U15$1             -1.041      0.082    -12.759      0.000
    U21$1             -0.957      0.131     -7.311      0.000
    U22$1             -1.047      0.144     -7.275      0.000
    U23$1             -1.099      0.085    -12.929      0.000
    U24$1             -0.984      0.086    -11.381      0.000
    U25$1             -0.940      0.082    -11.519      0.000
    U31$1             -0.957      0.131     -7.311      0.000
    U32$1             -1.047      0.144     -7.275      0.000
    U33$1             -1.099      0.085    -12.929      0.000
    U34$1             -0.984      0.086    -11.381      0.000
    U35$1             -0.940      0.082    -11.519      0.000

Latent Class Pattern 1 3 2 3

 Thresholds
    U11$1              1.039      0.097     10.728      0.000
    U12$1              1.022      0.097     10.578      0.000
    U13$1             -0.952      0.072    -13.301      0.000
    U14$1             -1.004      0.078    -12.853      0.000
    U15$1             -1.041      0.082    -12.759      0.000
    U21$1             -0.957      0.131     -7.311      0.000
    U22$1             -1.047      0.144     -7.275      0.000
    U23$1             -1.099      0.085    -12.929      0.000
    U24$1             -0.984      0.086    -11.381      0.000
    U25$1             -0.940      0.082    -11.519      0.000
    U31$1              1.039      0.097     10.728      0.000
    U32$1              1.022      0.097     10.578      0.000
    U33$1             -0.952      0.072    -13.301      0.000
    U34$1             -1.004      0.078    -12.853      0.000
    U35$1             -1.041      0.082    -12.759      0.000

Latent Class Pattern 1 3 3 1

 Thresholds
    U11$1              1.039      0.097     10.728      0.000
    U12$1              1.022      0.097     10.578      0.000
    U13$1             -0.952      0.072    -13.301      0.000
    U14$1             -1.004      0.078    -12.853      0.000
    U15$1             -1.041      0.082    -12.759      0.000
    U21$1              1.039      0.097     10.728      0.000
    U22$1              1.022      0.097     10.578      0.000
    U23$1             -0.952      0.072    -13.301      0.000
    U24$1             -1.004      0.078    -12.853      0.000
    U25$1             -1.041      0.082    -12.759      0.000
    U31$1              0.962      0.071     13.586      0.000
    U32$1              0.982      0.074     13.264      0.000
    U33$1              0.949      0.092     10.326      0.000
    U34$1              1.073      0.099     10.843      0.000
    U35$1              1.022      0.096     10.601      0.000

Latent Class Pattern 1 3 3 2

 Thresholds
    U11$1              1.039      0.097     10.728      0.000
    U12$1              1.022      0.097     10.578      0.000
    U13$1             -0.952      0.072    -13.301      0.000
    U14$1             -1.004      0.078    -12.853      0.000
    U15$1             -1.041      0.082    -12.759      0.000
    U21$1              1.039      0.097     10.728      0.000
    U22$1              1.022      0.097     10.578      0.000
    U23$1             -0.952      0.072    -13.301      0.000
    U24$1             -1.004      0.078    -12.853      0.000
    U25$1             -1.041      0.082    -12.759      0.000
    U31$1             -0.957      0.131     -7.311      0.000
    U32$1             -1.047      0.144     -7.275      0.000
    U33$1             -1.099      0.085    -12.929      0.000
    U34$1             -0.984      0.086    -11.381      0.000
    U35$1             -0.940      0.082    -11.519      0.000

Latent Class Pattern 1 3 3 3

 Thresholds
    U11$1              1.039      0.097     10.728      0.000
    U12$1              1.022      0.097     10.578      0.000
    U13$1             -0.952      0.072    -13.301      0.000
    U14$1             -1.004      0.078    -12.853      0.000
    U15$1             -1.041      0.082    -12.759      0.000
    U21$1              1.039      0.097     10.728      0.000
    U22$1              1.022      0.097     10.578      0.000
    U23$1             -0.952      0.072    -13.301      0.000
    U24$1             -1.004      0.078    -12.853      0.000
    U25$1             -1.041      0.082    -12.759      0.000
    U31$1              1.039      0.097     10.728      0.000
    U32$1              1.022      0.097     10.578      0.000
    U33$1             -0.952      0.072    -13.301      0.000
    U34$1             -1.004      0.078    -12.853      0.000
    U35$1             -1.041      0.082    -12.759      0.000

Latent Class Pattern 2 1 1 1

 Thresholds
    U11$1              0.962      0.071     13.586      0.000
    U12$1              0.982      0.074     13.264      0.000
    U13$1              0.949      0.092     10.326      0.000
    U14$1              1.073      0.099     10.843      0.000
    U15$1              1.022      0.096     10.601      0.000
    U21$1              0.962      0.071     13.586      0.000
    U22$1              0.982      0.074     13.264      0.000
    U23$1              0.949      0.092     10.326      0.000
    U24$1              1.073      0.099     10.843      0.000
    U25$1              1.022      0.096     10.601      0.000
    U31$1              0.962      0.071     13.586      0.000
    U32$1              0.982      0.074     13.264      0.000
    U33$1              0.949      0.092     10.326      0.000
    U34$1              1.073      0.099     10.843      0.000
    U35$1              1.022      0.096     10.601      0.000

Latent Class Pattern 2 1 1 2

 Thresholds
    U11$1              0.962      0.071     13.586      0.000
    U12$1              0.982      0.074     13.264      0.000
    U13$1              0.949      0.092     10.326      0.000
    U14$1              1.073      0.099     10.843      0.000
    U15$1              1.022      0.096     10.601      0.000
    U21$1              0.962      0.071     13.586      0.000
    U22$1              0.982      0.074     13.264      0.000
    U23$1              0.949      0.092     10.326      0.000
    U24$1              1.073      0.099     10.843      0.000
    U25$1              1.022      0.096     10.601      0.000
    U31$1             -0.957      0.131     -7.311      0.000
    U32$1             -1.047      0.144     -7.275      0.000
    U33$1             -1.099      0.085    -12.929      0.000
    U34$1             -0.984      0.086    -11.381      0.000
    U35$1             -0.940      0.082    -11.519      0.000

Latent Class Pattern 2 1 1 3

 Thresholds
    U11$1              0.962      0.071     13.586      0.000
    U12$1              0.982      0.074     13.264      0.000
    U13$1              0.949      0.092     10.326      0.000
    U14$1              1.073      0.099     10.843      0.000
    U15$1              1.022      0.096     10.601      0.000
    U21$1              0.962      0.071     13.586      0.000
    U22$1              0.982      0.074     13.264      0.000
    U23$1              0.949      0.092     10.326      0.000
    U24$1              1.073      0.099     10.843      0.000
    U25$1              1.022      0.096     10.601      0.000
    U31$1              1.039      0.097     10.728      0.000
    U32$1              1.022      0.097     10.578      0.000
    U33$1             -0.952      0.072    -13.301      0.000
    U34$1             -1.004      0.078    -12.853      0.000
    U35$1             -1.041      0.082    -12.759      0.000

Latent Class Pattern 2 1 2 1

 Thresholds
    U11$1              0.962      0.071     13.586      0.000
    U12$1              0.982      0.074     13.264      0.000
    U13$1              0.949      0.092     10.326      0.000
    U14$1              1.073      0.099     10.843      0.000
    U15$1              1.022      0.096     10.601      0.000
    U21$1             -0.957      0.131     -7.311      0.000
    U22$1             -1.047      0.144     -7.275      0.000
    U23$1             -1.099      0.085    -12.929      0.000
    U24$1             -0.984      0.086    -11.381      0.000
    U25$1             -0.940      0.082    -11.519      0.000
    U31$1              0.962      0.071     13.586      0.000
    U32$1              0.982      0.074     13.264      0.000
    U33$1              0.949      0.092     10.326      0.000
    U34$1              1.073      0.099     10.843      0.000
    U35$1              1.022      0.096     10.601      0.000

Latent Class Pattern 2 1 2 2

 Thresholds
    U11$1              0.962      0.071     13.586      0.000
    U12$1              0.982      0.074     13.264      0.000
    U13$1              0.949      0.092     10.326      0.000
    U14$1              1.073      0.099     10.843      0.000
    U15$1              1.022      0.096     10.601      0.000
    U21$1             -0.957      0.131     -7.311      0.000
    U22$1             -1.047      0.144     -7.275      0.000
    U23$1             -1.099      0.085    -12.929      0.000
    U24$1             -0.984      0.086    -11.381      0.000
    U25$1             -0.940      0.082    -11.519      0.000
    U31$1             -0.957      0.131     -7.311      0.000
    U32$1             -1.047      0.144     -7.275      0.000
    U33$1             -1.099      0.085    -12.929      0.000
    U34$1             -0.984      0.086    -11.381      0.000
    U35$1             -0.940      0.082    -11.519      0.000

Latent Class Pattern 2 1 2 3

 Thresholds
    U11$1              0.962      0.071     13.586      0.000
    U12$1              0.982      0.074     13.264      0.000
    U13$1              0.949      0.092     10.326      0.000
    U14$1              1.073      0.099     10.843      0.000
    U15$1              1.022      0.096     10.601      0.000
    U21$1             -0.957      0.131     -7.311      0.000
    U22$1             -1.047      0.144     -7.275      0.000
    U23$1             -1.099      0.085    -12.929      0.000
    U24$1             -0.984      0.086    -11.381      0.000
    U25$1             -0.940      0.082    -11.519      0.000
    U31$1              1.039      0.097     10.728      0.000
    U32$1              1.022      0.097     10.578      0.000
    U33$1             -0.952      0.072    -13.301      0.000
    U34$1             -1.004      0.078    -12.853      0.000
    U35$1             -1.041      0.082    -12.759      0.000

Latent Class Pattern 2 1 3 1

 Thresholds
    U11$1              0.962      0.071     13.586      0.000
    U12$1              0.982      0.074     13.264      0.000
    U13$1              0.949      0.092     10.326      0.000
    U14$1              1.073      0.099     10.843      0.000
    U15$1              1.022      0.096     10.601      0.000
    U21$1              1.039      0.097     10.728      0.000
    U22$1              1.022      0.097     10.578      0.000
    U23$1             -0.952      0.072    -13.301      0.000
    U24$1             -1.004      0.078    -12.853      0.000
    U25$1             -1.041      0.082    -12.759      0.000
    U31$1              0.962      0.071     13.586      0.000
    U32$1              0.982      0.074     13.264      0.000
    U33$1              0.949      0.092     10.326      0.000
    U34$1              1.073      0.099     10.843      0.000
    U35$1              1.022      0.096     10.601      0.000

Latent Class Pattern 2 1 3 2

 Thresholds
    U11$1              0.962      0.071     13.586      0.000
    U12$1              0.982      0.074     13.264      0.000
    U13$1              0.949      0.092     10.326      0.000
    U14$1              1.073      0.099     10.843      0.000
    U15$1              1.022      0.096     10.601      0.000
    U21$1              1.039      0.097     10.728      0.000
    U22$1              1.022      0.097     10.578      0.000
    U23$1             -0.952      0.072    -13.301      0.000
    U24$1             -1.004      0.078    -12.853      0.000
    U25$1             -1.041      0.082    -12.759      0.000
    U31$1             -0.957      0.131     -7.311      0.000
    U32$1             -1.047      0.144     -7.275      0.000
    U33$1             -1.099      0.085    -12.929      0.000
    U34$1             -0.984      0.086    -11.381      0.000
    U35$1             -0.940      0.082    -11.519      0.000

Latent Class Pattern 2 1 3 3

 Thresholds
    U11$1              0.962      0.071     13.586      0.000
    U12$1              0.982      0.074     13.264      0.000
    U13$1              0.949      0.092     10.326      0.000
    U14$1              1.073      0.099     10.843      0.000
    U15$1              1.022      0.096     10.601      0.000
    U21$1              1.039      0.097     10.728      0.000
    U22$1              1.022      0.097     10.578      0.000
    U23$1             -0.952      0.072    -13.301      0.000
    U24$1             -1.004      0.078    -12.853      0.000
    U25$1             -1.041      0.082    -12.759      0.000
    U31$1              1.039      0.097     10.728      0.000
    U32$1              1.022      0.097     10.578      0.000
    U33$1             -0.952      0.072    -13.301      0.000
    U34$1             -1.004      0.078    -12.853      0.000
    U35$1             -1.041      0.082    -12.759      0.000

Latent Class Pattern 2 2 1 1

 Thresholds
    U11$1             -0.957      0.131     -7.311      0.000
    U12$1             -1.047      0.144     -7.275      0.000
    U13$1             -1.099      0.085    -12.929      0.000
    U14$1             -0.984      0.086    -11.381      0.000
    U15$1             -0.940      0.082    -11.519      0.000
    U21$1              0.962      0.071     13.586      0.000
    U22$1              0.982      0.074     13.264      0.000
    U23$1              0.949      0.092     10.326      0.000
    U24$1              1.073      0.099     10.843      0.000
    U25$1              1.022      0.096     10.601      0.000
    U31$1              0.962      0.071     13.586      0.000
    U32$1              0.982      0.074     13.264      0.000
    U33$1              0.949      0.092     10.326      0.000
    U34$1              1.073      0.099     10.843      0.000
    U35$1              1.022      0.096     10.601      0.000

Latent Class Pattern 2 2 1 2

 Thresholds
    U11$1             -0.957      0.131     -7.311      0.000
    U12$1             -1.047      0.144     -7.275      0.000
    U13$1             -1.099      0.085    -12.929      0.000
    U14$1             -0.984      0.086    -11.381      0.000
    U15$1             -0.940      0.082    -11.519      0.000
    U21$1              0.962      0.071     13.586      0.000
    U22$1              0.982      0.074     13.264      0.000
    U23$1              0.949      0.092     10.326      0.000
    U24$1              1.073      0.099     10.843      0.000
    U25$1              1.022      0.096     10.601      0.000
    U31$1             -0.957      0.131     -7.311      0.000
    U32$1             -1.047      0.144     -7.275      0.000
    U33$1             -1.099      0.085    -12.929      0.000
    U34$1             -0.984      0.086    -11.381      0.000
    U35$1             -0.940      0.082    -11.519      0.000

Latent Class Pattern 2 2 1 3

 Thresholds
    U11$1             -0.957      0.131     -7.311      0.000
    U12$1             -1.047      0.144     -7.275      0.000
    U13$1             -1.099      0.085    -12.929      0.000
    U14$1             -0.984      0.086    -11.381      0.000
    U15$1             -0.940      0.082    -11.519      0.000
    U21$1              0.962      0.071     13.586      0.000
    U22$1              0.982      0.074     13.264      0.000
    U23$1              0.949      0.092     10.326      0.000
    U24$1              1.073      0.099     10.843      0.000
    U25$1              1.022      0.096     10.601      0.000
    U31$1              1.039      0.097     10.728      0.000
    U32$1              1.022      0.097     10.578      0.000
    U33$1             -0.952      0.072    -13.301      0.000
    U34$1             -1.004      0.078    -12.853      0.000
    U35$1             -1.041      0.082    -12.759      0.000

Latent Class Pattern 2 2 2 1

 Thresholds
    U11$1             -0.957      0.131     -7.311      0.000
    U12$1             -1.047      0.144     -7.275      0.000
    U13$1             -1.099      0.085    -12.929      0.000
    U14$1             -0.984      0.086    -11.381      0.000
    U15$1             -0.940      0.082    -11.519      0.000
    U21$1             -0.957      0.131     -7.311      0.000
    U22$1             -1.047      0.144     -7.275      0.000
    U23$1             -1.099      0.085    -12.929      0.000
    U24$1             -0.984      0.086    -11.381      0.000
    U25$1             -0.940      0.082    -11.519      0.000
    U31$1              0.962      0.071     13.586      0.000
    U32$1              0.982      0.074     13.264      0.000
    U33$1              0.949      0.092     10.326      0.000
    U34$1              1.073      0.099     10.843      0.000
    U35$1              1.022      0.096     10.601      0.000

Latent Class Pattern 2 2 2 2

 Thresholds
    U11$1             -0.957      0.131     -7.311      0.000
    U12$1             -1.047      0.144     -7.275      0.000
    U13$1             -1.099      0.085    -12.929      0.000
    U14$1             -0.984      0.086    -11.381      0.000
    U15$1             -0.940      0.082    -11.519      0.000
    U21$1             -0.957      0.131     -7.311      0.000
    U22$1             -1.047      0.144     -7.275      0.000
    U23$1             -1.099      0.085    -12.929      0.000
    U24$1             -0.984      0.086    -11.381      0.000
    U25$1             -0.940      0.082    -11.519      0.000
    U31$1             -0.957      0.131     -7.311      0.000
    U32$1             -1.047      0.144     -7.275      0.000
    U33$1             -1.099      0.085    -12.929      0.000
    U34$1             -0.984      0.086    -11.381      0.000
    U35$1             -0.940      0.082    -11.519      0.000

Latent Class Pattern 2 2 2 3

 Thresholds
    U11$1             -0.957      0.131     -7.311      0.000
    U12$1             -1.047      0.144     -7.275      0.000
    U13$1             -1.099      0.085    -12.929      0.000
    U14$1             -0.984      0.086    -11.381      0.000
    U15$1             -0.940      0.082    -11.519      0.000
    U21$1             -0.957      0.131     -7.311      0.000
    U22$1             -1.047      0.144     -7.275      0.000
    U23$1             -1.099      0.085    -12.929      0.000
    U24$1             -0.984      0.086    -11.381      0.000
    U25$1             -0.940      0.082    -11.519      0.000
    U31$1              1.039      0.097     10.728      0.000
    U32$1              1.022      0.097     10.578      0.000
    U33$1             -0.952      0.072    -13.301      0.000
    U34$1             -1.004      0.078    -12.853      0.000
    U35$1             -1.041      0.082    -12.759      0.000

Latent Class Pattern 2 2 3 1

 Thresholds
    U11$1             -0.957      0.131     -7.311      0.000
    U12$1             -1.047      0.144     -7.275      0.000
    U13$1             -1.099      0.085    -12.929      0.000
    U14$1             -0.984      0.086    -11.381      0.000
    U15$1             -0.940      0.082    -11.519      0.000
    U21$1              1.039      0.097     10.728      0.000
    U22$1              1.022      0.097     10.578      0.000
    U23$1             -0.952      0.072    -13.301      0.000
    U24$1             -1.004      0.078    -12.853      0.000
    U25$1             -1.041      0.082    -12.759      0.000
    U31$1              0.962      0.071     13.586      0.000
    U32$1              0.982      0.074     13.264      0.000
    U33$1              0.949      0.092     10.326      0.000
    U34$1              1.073      0.099     10.843      0.000
    U35$1              1.022      0.096     10.601      0.000

Latent Class Pattern 2 2 3 2

 Thresholds
    U11$1             -0.957      0.131     -7.311      0.000
    U12$1             -1.047      0.144     -7.275      0.000
    U13$1             -1.099      0.085    -12.929      0.000
    U14$1             -0.984      0.086    -11.381      0.000
    U15$1             -0.940      0.082    -11.519      0.000
    U21$1              1.039      0.097     10.728      0.000
    U22$1              1.022      0.097     10.578      0.000
    U23$1             -0.952      0.072    -13.301      0.000
    U24$1             -1.004      0.078    -12.853      0.000
    U25$1             -1.041      0.082    -12.759      0.000
    U31$1             -0.957      0.131     -7.311      0.000
    U32$1             -1.047      0.144     -7.275      0.000
    U33$1             -1.099      0.085    -12.929      0.000
    U34$1             -0.984      0.086    -11.381      0.000
    U35$1             -0.940      0.082    -11.519      0.000

Latent Class Pattern 2 2 3 3

 Thresholds
    U11$1             -0.957      0.131     -7.311      0.000
    U12$1             -1.047      0.144     -7.275      0.000
    U13$1             -1.099      0.085    -12.929      0.000
    U14$1             -0.984      0.086    -11.381      0.000
    U15$1             -0.940      0.082    -11.519      0.000
    U21$1              1.039      0.097     10.728      0.000
    U22$1              1.022      0.097     10.578      0.000
    U23$1             -0.952      0.072    -13.301      0.000
    U24$1             -1.004      0.078    -12.853      0.000
    U25$1             -1.041      0.082    -12.759      0.000
    U31$1              1.039      0.097     10.728      0.000
    U32$1              1.022      0.097     10.578      0.000
    U33$1             -0.952      0.072    -13.301      0.000
    U34$1             -1.004      0.078    -12.853      0.000
    U35$1             -1.041      0.082    -12.759      0.000

Latent Class Pattern 2 3 1 1

 Thresholds
    U11$1              1.039      0.097     10.728      0.000
    U12$1              1.022      0.097     10.578      0.000
    U13$1             -0.952      0.072    -13.301      0.000
    U14$1             -1.004      0.078    -12.853      0.000
    U15$1             -1.041      0.082    -12.759      0.000
    U21$1              0.962      0.071     13.586      0.000
    U22$1              0.982      0.074     13.264      0.000
    U23$1              0.949      0.092     10.326      0.000
    U24$1              1.073      0.099     10.843      0.000
    U25$1              1.022      0.096     10.601      0.000
    U31$1              0.962      0.071     13.586      0.000
    U32$1              0.982      0.074     13.264      0.000
    U33$1              0.949      0.092     10.326      0.000
    U34$1              1.073      0.099     10.843      0.000
    U35$1              1.022      0.096     10.601      0.000

Latent Class Pattern 2 3 1 2

 Thresholds
    U11$1              1.039      0.097     10.728      0.000
    U12$1              1.022      0.097     10.578      0.000
    U13$1             -0.952      0.072    -13.301      0.000
    U14$1             -1.004      0.078    -12.853      0.000
    U15$1             -1.041      0.082    -12.759      0.000
    U21$1              0.962      0.071     13.586      0.000
    U22$1              0.982      0.074     13.264      0.000
    U23$1              0.949      0.092     10.326      0.000
    U24$1              1.073      0.099     10.843      0.000
    U25$1              1.022      0.096     10.601      0.000
    U31$1             -0.957      0.131     -7.311      0.000
    U32$1             -1.047      0.144     -7.275      0.000
    U33$1             -1.099      0.085    -12.929      0.000
    U34$1             -0.984      0.086    -11.381      0.000
    U35$1             -0.940      0.082    -11.519      0.000

Latent Class Pattern 2 3 1 3

 Thresholds
    U11$1              1.039      0.097     10.728      0.000
    U12$1              1.022      0.097     10.578      0.000
    U13$1             -0.952      0.072    -13.301      0.000
    U14$1             -1.004      0.078    -12.853      0.000
    U15$1             -1.041      0.082    -12.759      0.000
    U21$1              0.962      0.071     13.586      0.000
    U22$1              0.982      0.074     13.264      0.000
    U23$1              0.949      0.092     10.326      0.000
    U24$1              1.073      0.099     10.843      0.000
    U25$1              1.022      0.096     10.601      0.000
    U31$1              1.039      0.097     10.728      0.000
    U32$1              1.022      0.097     10.578      0.000
    U33$1             -0.952      0.072    -13.301      0.000
    U34$1             -1.004      0.078    -12.853      0.000
    U35$1             -1.041      0.082    -12.759      0.000

Latent Class Pattern 2 3 2 1

 Thresholds
    U11$1              1.039      0.097     10.728      0.000
    U12$1              1.022      0.097     10.578      0.000
    U13$1             -0.952      0.072    -13.301      0.000
    U14$1             -1.004      0.078    -12.853      0.000
    U15$1             -1.041      0.082    -12.759      0.000
    U21$1             -0.957      0.131     -7.311      0.000
    U22$1             -1.047      0.144     -7.275      0.000
    U23$1             -1.099      0.085    -12.929      0.000
    U24$1             -0.984      0.086    -11.381      0.000
    U25$1             -0.940      0.082    -11.519      0.000
    U31$1              0.962      0.071     13.586      0.000
    U32$1              0.982      0.074     13.264      0.000
    U33$1              0.949      0.092     10.326      0.000
    U34$1              1.073      0.099     10.843      0.000
    U35$1              1.022      0.096     10.601      0.000

Latent Class Pattern 2 3 2 2

 Thresholds
    U11$1              1.039      0.097     10.728      0.000
    U12$1              1.022      0.097     10.578      0.000
    U13$1             -0.952      0.072    -13.301      0.000
    U14$1             -1.004      0.078    -12.853      0.000
    U15$1             -1.041      0.082    -12.759      0.000
    U21$1             -0.957      0.131     -7.311      0.000
    U22$1             -1.047      0.144     -7.275      0.000
    U23$1             -1.099      0.085    -12.929      0.000
    U24$1             -0.984      0.086    -11.381      0.000
    U25$1             -0.940      0.082    -11.519      0.000
    U31$1             -0.957      0.131     -7.311      0.000
    U32$1             -1.047      0.144     -7.275      0.000
    U33$1             -1.099      0.085    -12.929      0.000
    U34$1             -0.984      0.086    -11.381      0.000
    U35$1             -0.940      0.082    -11.519      0.000

Latent Class Pattern 2 3 2 3

 Thresholds
    U11$1              1.039      0.097     10.728      0.000
    U12$1              1.022      0.097     10.578      0.000
    U13$1             -0.952      0.072    -13.301      0.000
    U14$1             -1.004      0.078    -12.853      0.000
    U15$1             -1.041      0.082    -12.759      0.000
    U21$1             -0.957      0.131     -7.311      0.000
    U22$1             -1.047      0.144     -7.275      0.000
    U23$1             -1.099      0.085    -12.929      0.000
    U24$1             -0.984      0.086    -11.381      0.000
    U25$1             -0.940      0.082    -11.519      0.000
    U31$1              1.039      0.097     10.728      0.000
    U32$1              1.022      0.097     10.578      0.000
    U33$1             -0.952      0.072    -13.301      0.000
    U34$1             -1.004      0.078    -12.853      0.000
    U35$1             -1.041      0.082    -12.759      0.000

Latent Class Pattern 2 3 3 1

 Thresholds
    U11$1              1.039      0.097     10.728      0.000
    U12$1              1.022      0.097     10.578      0.000
    U13$1             -0.952      0.072    -13.301      0.000
    U14$1             -1.004      0.078    -12.853      0.000
    U15$1             -1.041      0.082    -12.759      0.000
    U21$1              1.039      0.097     10.728      0.000
    U22$1              1.022      0.097     10.578      0.000
    U23$1             -0.952      0.072    -13.301      0.000
    U24$1             -1.004      0.078    -12.853      0.000
    U25$1             -1.041      0.082    -12.759      0.000
    U31$1              0.962      0.071     13.586      0.000
    U32$1              0.982      0.074     13.264      0.000
    U33$1              0.949      0.092     10.326      0.000
    U34$1              1.073      0.099     10.843      0.000
    U35$1              1.022      0.096     10.601      0.000

Latent Class Pattern 2 3 3 2

 Thresholds
    U11$1              1.039      0.097     10.728      0.000
    U12$1              1.022      0.097     10.578      0.000
    U13$1             -0.952      0.072    -13.301      0.000
    U14$1             -1.004      0.078    -12.853      0.000
    U15$1             -1.041      0.082    -12.759      0.000
    U21$1              1.039      0.097     10.728      0.000
    U22$1              1.022      0.097     10.578      0.000
    U23$1             -0.952      0.072    -13.301      0.000
    U24$1             -1.004      0.078    -12.853      0.000
    U25$1             -1.041      0.082    -12.759      0.000
    U31$1             -0.957      0.131     -7.311      0.000
    U32$1             -1.047      0.144     -7.275      0.000
    U33$1             -1.099      0.085    -12.929      0.000
    U34$1             -0.984      0.086    -11.381      0.000
    U35$1             -0.940      0.082    -11.519      0.000

Latent Class Pattern 2 3 3 3

 Thresholds
    U11$1              1.039      0.097     10.728      0.000
    U12$1              1.022      0.097     10.578      0.000
    U13$1             -0.952      0.072    -13.301      0.000
    U14$1             -1.004      0.078    -12.853      0.000
    U15$1             -1.041      0.082    -12.759      0.000
    U21$1              1.039      0.097     10.728      0.000
    U22$1              1.022      0.097     10.578      0.000
    U23$1             -0.952      0.072    -13.301      0.000
    U24$1             -1.004      0.078    -12.853      0.000
    U25$1             -1.041      0.082    -12.759      0.000
    U31$1              1.039      0.097     10.728      0.000
    U32$1              1.022      0.097     10.578      0.000
    U33$1             -0.952      0.072    -13.301      0.000
    U34$1             -1.004      0.078    -12.853      0.000
    U35$1             -1.041      0.082    -12.759      0.000

Categorical Latent Variables

 C1#1     ON
    C#1                0.633      0.046     13.809      0.000
    C#2                0.232      0.038      6.041      0.000

 C1#2     ON
    C#1                0.192      0.050      3.851      0.000
    C#2                0.224      0.044      5.032      0.000

 Means
    C#1                0.487      0.037     13.105      0.000

Latent Class Pattern 1 1 1 1

 C2#1     ON
    C1#1               0.184      0.049      3.766      0.000
    C1#2               0.149      0.089      1.674      0.094
    C1#3               0.387      0.139      2.788      0.005

 C2#2     ON
    C1#1               0.239      0.051      4.706      0.000
    C1#2               0.485      0.188      2.573      0.010
    C1#3               0.613      0.193      3.169      0.002

 C3#1     ON
    C2#1               0.103      0.149      0.691      0.490
    C2#2               0.232      0.075      3.094      0.002
    C2#3               0.243      0.058      4.227      0.000

 C3#2     ON
    C2#1               0.313      0.107      2.932      0.003
    C2#2               0.473      0.108      4.377      0.000
    C2#3               0.546      0.093      5.862      0.000

Latent Class Pattern 2 1 1 1

 C2#1     ON
    C1#1               1.000      0.000    999.000    999.000
    C1#2               0.000      0.000    999.000    999.000
    C1#3               0.000      0.000    999.000    999.000

 C2#2     ON
    C1#1               0.000      0.000    999.000    999.000
    C1#2               1.000      0.000    999.000    999.000
    C1#3               0.000      0.000    999.000    999.000

 C3#1     ON
    C2#1               1.000      0.000    999.000    999.000
    C2#2               0.000      0.000    999.000    999.000
    C2#3               0.000      0.000    999.000    999.000

 C3#2     ON
    C2#1               0.000      0.000    999.000    999.000
    C2#2               1.000      0.000    999.000    999.000
    C2#3               0.000      0.000    999.000    999.000


RESULTS IN PROBABILITY SCALE

Latent Class Pattern 1 1 1 1

 U11
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U12
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U13
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U14
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U15
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U21
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U22
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U23
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U24
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U25
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U31
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U32
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U33
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U34
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U35
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000

Latent Class Pattern 1 1 1 2

 U11
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U12
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U13
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U14
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U15
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U21
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U22
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U23
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U24
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U25
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U31
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U32
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U33
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U34
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U35
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000

Latent Class Pattern 1 1 1 3

 U11
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U12
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U13
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U14
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U15
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U21
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U22
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U23
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U24
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U25
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U31
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U32
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U33
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U34
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U35
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000

Latent Class Pattern 1 1 2 1

 U11
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U12
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U13
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U14
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U15
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U21
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U22
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U23
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U24
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U25
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U31
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U32
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U33
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U34
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U35
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000

Latent Class Pattern 1 1 2 2

 U11
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U12
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U13
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U14
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U15
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U21
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U22
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U23
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U24
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U25
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U31
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U32
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U33
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U34
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U35
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000

Latent Class Pattern 1 1 2 3

 U11
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U12
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U13
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U14
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U15
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U21
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U22
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U23
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U24
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U25
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U31
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U32
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U33
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U34
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U35
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000

Latent Class Pattern 1 1 3 1

 U11
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U12
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U13
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U14
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U15
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U21
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U22
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U23
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U24
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U25
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U31
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U32
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U33
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U34
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U35
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000

Latent Class Pattern 1 1 3 2

 U11
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U12
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U13
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U14
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U15
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U21
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U22
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U23
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U24
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U25
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U31
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U32
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U33
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U34
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U35
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000

Latent Class Pattern 1 1 3 3

 U11
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U12
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U13
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U14
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U15
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U21
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U22
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U23
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U24
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U25
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U31
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U32
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U33
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U34
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U35
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000

Latent Class Pattern 1 2 1 1

 U11
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U12
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U13
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U14
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U15
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U21
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U22
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U23
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U24
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U25
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U31
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U32
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U33
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U34
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U35
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000

Latent Class Pattern 1 2 1 2

 U11
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U12
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U13
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U14
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U15
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U21
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U22
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U23
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U24
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U25
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U31
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U32
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U33
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U34
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U35
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000

Latent Class Pattern 1 2 1 3

 U11
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U12
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U13
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U14
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U15
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U21
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U22
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U23
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U24
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U25
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U31
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U32
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U33
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U34
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U35
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000

Latent Class Pattern 1 2 2 1

 U11
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U12
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U13
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U14
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U15
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U21
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U22
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U23
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U24
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U25
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U31
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U32
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U33
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U34
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U35
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000

Latent Class Pattern 1 2 2 2

 U11
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U12
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U13
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U14
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U15
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U21
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U22
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U23
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U24
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U25
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U31
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U32
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U33
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U34
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U35
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000

Latent Class Pattern 1 2 2 3

 U11
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U12
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U13
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U14
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U15
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U21
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U22
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U23
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U24
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U25
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U31
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U32
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U33
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U34
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U35
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000

Latent Class Pattern 1 2 3 1

 U11
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U12
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U13
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U14
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U15
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U21
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U22
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U23
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U24
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U25
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U31
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U32
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U33
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U34
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U35
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000

Latent Class Pattern 1 2 3 2

 U11
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U12
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U13
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U14
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U15
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U21
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U22
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U23
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U24
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U25
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U31
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U32
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U33
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U34
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U35
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000

Latent Class Pattern 1 2 3 3

 U11
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U12
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U13
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U14
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U15
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U21
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U22
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U23
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U24
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U25
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U31
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U32
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U33
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U34
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U35
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000

Latent Class Pattern 1 3 1 1

 U11
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U12
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U13
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U14
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U15
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U21
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U22
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U23
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U24
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U25
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U31
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U32
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U33
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U34
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U35
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000

Latent Class Pattern 1 3 1 2

 U11
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U12
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U13
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U14
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U15
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U21
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U22
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U23
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U24
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U25
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U31
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U32
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U33
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U34
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U35
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000

Latent Class Pattern 1 3 1 3

 U11
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U12
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U13
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U14
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U15
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U21
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U22
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U23
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U24
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U25
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U31
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U32
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U33
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U34
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U35
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000

Latent Class Pattern 1 3 2 1

 U11
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U12
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U13
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U14
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U15
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U21
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U22
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U23
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U24
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U25
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U31
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U32
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U33
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U34
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U35
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000

Latent Class Pattern 1 3 2 2

 U11
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U12
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U13
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U14
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U15
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U21
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U22
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U23
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U24
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U25
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U31
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U32
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U33
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U34
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U35
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000

Latent Class Pattern 1 3 2 3

 U11
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U12
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U13
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U14
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U15
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U21
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U22
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U23
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U24
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U25
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U31
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U32
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U33
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U34
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U35
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000

Latent Class Pattern 1 3 3 1

 U11
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U12
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U13
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U14
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U15
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U21
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U22
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U23
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U24
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U25
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U31
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U32
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U33
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U34
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U35
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000

Latent Class Pattern 1 3 3 2

 U11
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U12
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U13
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U14
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U15
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U21
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U22
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U23
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U24
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U25
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U31
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U32
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U33
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U34
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U35
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000

Latent Class Pattern 1 3 3 3

 U11
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U12
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U13
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U14
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U15
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U21
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U22
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U23
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U24
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U25
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U31
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U32
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U33
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U34
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U35
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000

Latent Class Pattern 2 1 1 1

 U11
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U12
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U13
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U14
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U15
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U21
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U22
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U23
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U24
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U25
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U31
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U32
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U33
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U34
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U35
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000

Latent Class Pattern 2 1 1 2

 U11
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U12
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U13
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U14
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U15
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U21
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U22
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U23
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U24
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U25
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U31
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U32
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U33
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U34
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U35
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000

Latent Class Pattern 2 1 1 3

 U11
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U12
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U13
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U14
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U15
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U21
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U22
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U23
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U24
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U25
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U31
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U32
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U33
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U34
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U35
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000

Latent Class Pattern 2 1 2 1

 U11
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U12
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U13
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U14
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U15
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U21
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U22
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U23
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U24
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U25
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U31
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U32
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U33
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U34
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U35
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000

Latent Class Pattern 2 1 2 2

 U11
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U12
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U13
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U14
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U15
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U21
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U22
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U23
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U24
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U25
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U31
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U32
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U33
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U34
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U35
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000

Latent Class Pattern 2 1 2 3

 U11
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U12
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U13
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U14
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U15
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U21
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U22
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U23
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U24
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U25
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U31
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U32
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U33
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U34
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U35
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000

Latent Class Pattern 2 1 3 1

 U11
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U12
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U13
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U14
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U15
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U21
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U22
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U23
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U24
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U25
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U31
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U32
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U33
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U34
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U35
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000

Latent Class Pattern 2 1 3 2

 U11
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U12
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U13
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U14
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U15
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U21
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U22
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U23
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U24
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U25
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U31
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U32
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U33
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U34
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U35
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000

Latent Class Pattern 2 1 3 3

 U11
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U12
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U13
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U14
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U15
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U21
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U22
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U23
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U24
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U25
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U31
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U32
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U33
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U34
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U35
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000

Latent Class Pattern 2 2 1 1

 U11
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U12
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U13
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U14
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U15
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U21
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U22
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U23
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U24
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U25
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U31
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U32
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U33
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U34
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U35
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000

Latent Class Pattern 2 2 1 2

 U11
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U12
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U13
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U14
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U15
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U21
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U22
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U23
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U24
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U25
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U31
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U32
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U33
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U34
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U35
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000

Latent Class Pattern 2 2 1 3

 U11
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U12
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U13
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U14
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U15
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U21
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U22
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U23
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U24
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U25
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U31
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U32
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U33
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U34
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U35
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000

Latent Class Pattern 2 2 2 1

 U11
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U12
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U13
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U14
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U15
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U21
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U22
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U23
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U24
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U25
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U31
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U32
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U33
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U34
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U35
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000

Latent Class Pattern 2 2 2 2

 U11
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U12
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U13
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U14
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U15
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U21
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U22
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U23
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U24
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U25
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U31
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U32
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U33
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U34
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U35
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000

Latent Class Pattern 2 2 2 3

 U11
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U12
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U13
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U14
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U15
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U21
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U22
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U23
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U24
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U25
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U31
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U32
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U33
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U34
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U35
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000

Latent Class Pattern 2 2 3 1

 U11
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U12
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U13
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U14
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U15
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U21
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U22
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U23
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U24
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U25
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U31
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U32
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U33
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U34
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U35
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000

Latent Class Pattern 2 2 3 2

 U11
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U12
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U13
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U14
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U15
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U21
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U22
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U23
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U24
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U25
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U31
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U32
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U33
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U34
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U35
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000

Latent Class Pattern 2 2 3 3

 U11
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U12
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U13
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U14
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U15
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U21
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U22
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U23
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U24
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U25
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U31
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U32
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U33
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U34
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U35
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000

Latent Class Pattern 2 3 1 1

 U11
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U12
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U13
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U14
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U15
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U21
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U22
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U23
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U24
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U25
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U31
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U32
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U33
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U34
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U35
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000

Latent Class Pattern 2 3 1 2

 U11
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U12
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U13
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U14
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U15
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U21
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U22
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U23
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U24
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U25
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U31
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U32
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U33
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U34
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U35
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000

Latent Class Pattern 2 3 1 3

 U11
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U12
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U13
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U14
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U15
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U21
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U22
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U23
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U24
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U25
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000
 U31
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U32
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U33
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U34
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U35
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000

Latent Class Pattern 2 3 2 1

 U11
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U12
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U13
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U14
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U15
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U21
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U22
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U23
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U24
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U25
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U31
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U32
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U33
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U34
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U35
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000

Latent Class Pattern 2 3 2 2

 U11
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U12
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U13
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U14
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U15
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U21
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U22
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U23
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U24
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U25
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U31
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U32
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U33
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U34
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U35
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000

Latent Class Pattern 2 3 2 3

 U11
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U12
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U13
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U14
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U15
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U21
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U22
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U23
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U24
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U25
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000
 U31
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U32
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U33
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U34
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U35
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000

Latent Class Pattern 2 3 3 1

 U11
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U12
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U13
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U14
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U15
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U21
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U22
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U23
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U24
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U25
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U31
    Category 1         0.723      0.014     51.087      0.000
    Category 2         0.277      0.014     19.531      0.000
 U32
    Category 1         0.728      0.015     49.566      0.000
    Category 2         0.272      0.015     18.562      0.000
 U33
    Category 1         0.721      0.018     38.984      0.000
    Category 2         0.279      0.018     15.089      0.000
 U34
    Category 1         0.745      0.019     39.651      0.000
    Category 2         0.255      0.019     13.555      0.000
 U35
    Category 1         0.735      0.019     39.197      0.000
    Category 2         0.265      0.019     14.107      0.000

Latent Class Pattern 2 3 3 2

 U11
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U12
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U13
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U14
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U15
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U21
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U22
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U23
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U24
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U25
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U31
    Category 1         0.278      0.026     10.575      0.000
    Category 2         0.722      0.026     27.532      0.000
 U32
    Category 1         0.260      0.028      9.387      0.000
    Category 2         0.740      0.028     26.746      0.000
 U33
    Category 1         0.250      0.016     15.692      0.000
    Category 2         0.750      0.016     47.073      0.000
 U34
    Category 1         0.272      0.017     15.884      0.000
    Category 2         0.728      0.017     42.504      0.000
 U35
    Category 1         0.281      0.016     17.034      0.000
    Category 2         0.719      0.016     43.620      0.000

Latent Class Pattern 2 3 3 3

 U11
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U12
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U13
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U14
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U15
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U21
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U22
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U23
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U24
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U25
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000
 U31
    Category 1         0.739      0.019     39.507      0.000
    Category 2         0.261      0.019     13.975      0.000
 U32
    Category 1         0.735      0.019     39.107      0.000
    Category 2         0.265      0.019     14.067      0.000
 U33
    Category 1         0.278      0.014     19.351      0.000
    Category 2         0.722      0.014     50.162      0.000
 U34
    Category 1         0.268      0.015     17.500      0.000
    Category 2         0.732      0.015     47.745      0.000
 U35
    Category 1         0.261      0.016     16.593      0.000
    Category 2         0.739      0.016     46.973      0.000


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.405E-02
       (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 1 3


     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 1 2 3


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 3 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 3 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 3 3


     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 1 3


     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 1 2 2 3


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 3 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 3 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 3 3


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 1 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 1 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 1 3


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 2 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 2 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 2 3


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 3 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 3 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 3 3


     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 1 3


     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 1 2 3


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 3 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 3 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 3 3


     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 1 3


     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 PATTERN 2 2 2 3


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 3 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 3 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 3 3


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 1 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 1 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 1 3


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 2 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 2 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 2 3


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 3 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 3 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 3 3


     PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


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


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


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


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


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


           ALPHA(C)
              C3#3
              ________
 1                  0


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


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


           BETA(CC) FOR C#2
              C1#1          C1#2          C1#3
              ________      ________      ________
 C2#1               0             0             0
 C2#2               0             0             0
 C2#3               0             0             0


           BETA(CC) FOR C#1
              C2#1          C2#2          C2#3
              ________      ________      ________
 C3#1              27            29            31
 C3#2              28            30            32
 C3#3               0             0             0


           BETA(CC) FOR C#2
              C2#1          C2#2          C2#3
              ________      ________      ________
 C3#1               0             0             0
 C3#2               0             0             0
 C3#3               0             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 1 3


     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 1 2 3


     STARTING VALUES FOR LATENT CLASS PATTERN 1 1 3 1


     STARTING VALUES FOR LATENT CLASS PATTERN 1 1 3 2


     STARTING VALUES FOR LATENT CLASS PATTERN 1 1 3 3


     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 1 3


     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 1 2 2 3


     STARTING VALUES FOR LATENT CLASS PATTERN 1 2 3 1


     STARTING VALUES FOR LATENT CLASS PATTERN 1 2 3 2


     STARTING VALUES FOR LATENT CLASS PATTERN 1 2 3 3


     STARTING VALUES FOR LATENT CLASS PATTERN 1 3 1 1


     STARTING VALUES FOR LATENT CLASS PATTERN 1 3 1 2


     STARTING VALUES FOR LATENT CLASS PATTERN 1 3 1 3


     STARTING VALUES FOR LATENT CLASS PATTERN 1 3 2 1


     STARTING VALUES FOR LATENT CLASS PATTERN 1 3 2 2


     STARTING VALUES FOR LATENT CLASS PATTERN 1 3 2 3


     STARTING VALUES FOR LATENT CLASS PATTERN 1 3 3 1


     STARTING VALUES FOR LATENT CLASS PATTERN 1 3 3 2


     STARTING VALUES FOR LATENT CLASS PATTERN 1 3 3 3


     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 1 3


     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 1 2 3


     STARTING VALUES FOR LATENT CLASS PATTERN 2 1 3 1


     STARTING VALUES FOR LATENT CLASS PATTERN 2 1 3 2


     STARTING VALUES FOR LATENT CLASS PATTERN 2 1 3 3


     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 1 3


     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 PATTERN 2 2 2 3


     STARTING VALUES FOR LATENT CLASS PATTERN 2 2 3 1


     STARTING VALUES FOR LATENT CLASS PATTERN 2 2 3 2


     STARTING VALUES FOR LATENT CLASS PATTERN 2 2 3 3


     STARTING VALUES FOR LATENT CLASS PATTERN 2 3 1 1


     STARTING VALUES FOR LATENT CLASS PATTERN 2 3 1 2


     STARTING VALUES FOR LATENT CLASS PATTERN 2 3 1 3


     STARTING VALUES FOR LATENT CLASS PATTERN 2 3 2 1


     STARTING VALUES FOR LATENT CLASS PATTERN 2 3 2 2


     STARTING VALUES FOR LATENT CLASS PATTERN 2 3 2 3


     STARTING VALUES FOR LATENT CLASS PATTERN 2 3 3 1


     STARTING VALUES FOR LATENT CLASS PATTERN 2 3 3 2


     STARTING VALUES FOR LATENT CLASS PATTERN 2 3 3 3


     STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3 1
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.132         0.112        -0.710        -0.673        -0.687


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3 2
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.428         0.408        -0.414        -0.377        -0.391


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3 3
              U31$1         U32$1         U33$1         U34$1         U35$1
              ________      ________      ________      ________      ________
 1              0.725         0.704        -0.118        -0.081        -0.094


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


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


           ALPHA(C)
              C2#1          C2#2          C2#3          C3#1          C3#2
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           ALPHA(C)
              C3#3
              ________
 1              0.000


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


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


           BETA(CC) FOR C#2
              C1#1          C1#2          C1#3
              ________      ________      ________
 C2#1           1.000         0.000         0.000
 C2#2           0.000         1.000         0.000
 C2#3           0.000         0.000         0.000


           BETA(CC) FOR C#1
              C2#1          C2#2          C2#3
              ________      ________      ________
 C3#1           0.333         0.333         0.333
 C3#2           0.333         0.333         0.333
 C3#3           0.000         0.000         0.000


           BETA(CC) FOR C#2
              C2#1          C2#2          C2#3
              ________      ________      ________
 C3#1           1.000         0.000         0.000
 C3#2           0.000         1.000         0.000
 C3#3           0.000         0.000         0.000


TECHNICAL 15 OUTPUT


     ESTIMATED CONDITIONAL PROBABILITIES FOR THE CLASS VARIABLES

     P(C=1)=0.487
     P(C=2)=0.513


     P(C1=1|C=1)=0.633
     P(C1=2|C=1)=0.192
     P(C1=3|C=1)=0.174


     P(C1=1|C=2)=0.232
     P(C1=2|C=2)=0.224
     P(C1=3|C=2)=0.544


     P(C2=1|C=1,C1=1)=0.184
     P(C2=2|C=1,C1=1)=0.239
     P(C2=3|C=1,C1=1)=0.577


     P(C2=1|C=1,C1=2)=0.149
     P(C2=2|C=1,C1=2)=0.485
     P(C2=3|C=1,C1=2)=0.366


     P(C2=1|C=1,C1=3)=0.387
     P(C2=2|C=1,C1=3)=0.613
     P(C2=3|C=1,C1=3)=0.000


     P(C2=1|C=2,C1=1)=1.000
     P(C2=2|C=2,C1=1)=0.000
     P(C2=3|C=2,C1=1)=0.000


     P(C2=1|C=2,C1=2)=0.000
     P(C2=2|C=2,C1=2)=1.000
     P(C2=3|C=2,C1=2)=0.000


     P(C2=1|C=2,C1=3)=0.000
     P(C2=2|C=2,C1=3)=0.000
     P(C2=3|C=2,C1=3)=1.000


     P(C3=1|C=1,C1=1,C2=1)=0.103
     P(C3=2|C=1,C1=1,C2=1)=0.313
     P(C3=3|C=1,C1=1,C2=1)=0.584


     P(C3=1|C=1,C1=1,C2=2)=0.232
     P(C3=2|C=1,C1=1,C2=2)=0.473
     P(C3=3|C=1,C1=1,C2=2)=0.294


     P(C3=1|C=1,C1=1,C2=3)=0.243
     P(C3=2|C=1,C1=1,C2=3)=0.546
     P(C3=3|C=1,C1=1,C2=3)=0.211


     P(C3=1|C=1,C1=2,C2=1)=0.103
     P(C3=2|C=1,C1=2,C2=1)=0.313
     P(C3=3|C=1,C1=2,C2=1)=0.584


     P(C3=1|C=1,C1=2,C2=2)=0.232
     P(C3=2|C=1,C1=2,C2=2)=0.473
     P(C3=3|C=1,C1=2,C2=2)=0.294


     P(C3=1|C=1,C1=2,C2=3)=0.243
     P(C3=2|C=1,C1=2,C2=3)=0.546
     P(C3=3|C=1,C1=2,C2=3)=0.211


     P(C3=1|C=1,C1=3,C2=1)=0.103
     P(C3=2|C=1,C1=3,C2=1)=0.313
     P(C3=3|C=1,C1=3,C2=1)=0.584


     P(C3=1|C=1,C1=3,C2=2)=0.232
     P(C3=2|C=1,C1=3,C2=2)=0.473
     P(C3=3|C=1,C1=3,C2=2)=0.294


     P(C3=1|C=1,C1=3,C2=3)=0.243
     P(C3=2|C=1,C1=3,C2=3)=0.546
     P(C3=3|C=1,C1=3,C2=3)=0.211


     P(C3=1|C=2,C1=1,C2=1)=1.000
     P(C3=2|C=2,C1=1,C2=1)=0.000
     P(C3=3|C=2,C1=1,C2=1)=0.000


     P(C3=1|C=2,C1=1,C2=2)=0.000
     P(C3=2|C=2,C1=1,C2=2)=1.000
     P(C3=3|C=2,C1=1,C2=2)=0.000


     P(C3=1|C=2,C1=1,C2=3)=0.000
     P(C3=2|C=2,C1=1,C2=3)=0.000
     P(C3=3|C=2,C1=1,C2=3)=1.000


     P(C3=1|C=2,C1=2,C2=1)=1.000
     P(C3=2|C=2,C1=2,C2=1)=0.000
     P(C3=3|C=2,C1=2,C2=1)=0.000


     P(C3=1|C=2,C1=2,C2=2)=0.000
     P(C3=2|C=2,C1=2,C2=2)=1.000
     P(C3=3|C=2,C1=2,C2=2)=0.000


     P(C3=1|C=2,C1=2,C2=3)=0.000
     P(C3=2|C=2,C1=2,C2=3)=0.000
     P(C3=3|C=2,C1=2,C2=3)=1.000


     P(C3=1|C=2,C1=3,C2=1)=1.000
     P(C3=2|C=2,C1=3,C2=1)=0.000
     P(C3=3|C=2,C1=3,C2=1)=0.000


     P(C3=1|C=2,C1=3,C2=2)=0.000
     P(C3=2|C=2,C1=3,C2=2)=1.000
     P(C3=3|C=2,C1=3,C2=2)=0.000


     P(C3=1|C=2,C1=3,C2=3)=0.000
     P(C3=2|C=2,C1=3,C2=3)=0.000
     P(C3=3|C=2,C1=3,C2=3)=1.000



TECHNICAL 8 OUTPUT


  INITIAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20078970D+05    0.0000000    0.0000000     38.834    35.718    EM
                                                     33.743    35.693
                                                     33.390    32.095
                                                     33.591    31.984
                                                     31.313    39.865
                                                     36.979    35.326
                                                     37.333    35.205
                                                     34.233    35.844
                                                     34.409    34.125
                                                     42.813    39.991
                                                     38.577    40.749
                                                     38.699    38.029
                                                     39.826    38.533
                                                     38.675   349.508
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    316.846     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   348.072
     2 -0.19960471D+05  118.4985898    0.0059016     40.607    34.022    EM
                                                     30.144    33.462
                                                     29.112    26.824
                                                     28.822    26.036
                                                     25.018    43.754
                                                     36.810    32.924
                                                     37.621    32.735
                                                     30.466    33.993
                                                     30.717    30.027
                                                     53.084    44.570
                                                     40.176    47.179
                                                     40.955    38.523
                                                     44.429    40.203
                                                     40.001   370.451
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    292.314     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   365.020
     3 -0.19837454D+05  123.0172772    0.0061630     41.622    32.226    EM
                                                     26.873    31.110
                                                     25.518    22.399
                                                     24.283    20.882
                                                     19.368    47.867
                                                     36.805    30.543
                                                     38.181    30.709
                                                     26.789    31.962
                                                     26.918    25.338
                                                     68.387    51.224
                                                     42.378    56.798
                                                     44.361    38.770
                                                     50.468    41.699
                                                     40.102   384.208
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    270.144     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   372.069
     4 -0.19751997D+05   85.4566376    0.0043078     41.799    30.568    EM
                                                     24.217    29.365
                                                     23.224    19.183
                                                     20.959    17.281
                                                     15.018    51.135
                                                     37.004    28.632
                                                     39.172    29.934
                                                     24.030    30.175
                                                     23.924    21.002
                                                     86.250    59.081
                                                     45.243    68.615
                                                     49.208    39.299
                                                     56.468    42.875
                                                     38.767   384.159
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    259.766     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   363.646
     5 -0.19696230D+05   55.7674795    0.0028234     41.601    29.039    EM
                                                     22.162    28.287
                                                     21.928    16.857
                                                     18.817    14.983
                                                     11.927    52.928
                                                     36.967    27.118
                                                     40.310    30.195
                                                     22.132    28.713
                                                     21.822    17.477
                                                    102.841    66.179
                                                     48.297    80.792
                                                     54.925    40.308
                                                     61.120    43.660
                                                     36.613   374.614
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    261.825     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   345.563
     6 -0.19652458D+05   43.7713063    0.0022223     41.309    27.591    EM
                                                     20.732    27.571
                                                     21.210    15.188
                                                     17.471    13.579
                                                      9.859    53.209
                                                     36.359    25.890
                                                     41.270    31.006
                                                     20.842    27.564
                                                     20.406    14.846
                                                    115.563    70.784
                                                     50.899    91.847
                                                     60.577    41.601
                                                     64.109    44.033
                                                     34.223   362.231
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    272.929     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   325.301
     7 -0.19613337D+05   39.1215678    0.0019907     41.093    26.226    EM
                                                     19.888    27.009
                                                     20.784    14.018
                                                     16.619    12.787
                                                      8.528    52.351
                                                     35.113    24.903
                                                     41.880    31.912
                                                     19.958    26.694
                                                     19.480    12.988
                                                    123.708    72.297
                                                     52.714   101.167
                                                     65.544    43.023
                                                     65.706    44.140
                                                     31.969   350.906
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    289.757     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   306.837
     8 -0.19578626D+05   34.7104588    0.0017697     41.051    25.025    EM
                                                     19.523    26.599
                                                     20.511    13.236
                                                     16.084    12.448
                                                      7.687    50.895
                                                     33.386    24.130
                                                     42.083    32.462
                                                     19.307    26.054
                                                     18.905    11.708
                                                    127.900    71.298
                                                     53.760   108.910
                                                     69.652    44.533
                                                     66.329    44.221
                                                     30.019   342.049
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    308.831     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   291.407
     9 -0.19551570D+05   27.0561262    0.0013819     41.207    24.100    EM
                                                     19.522    26.450
                                                     20.361    12.780
                                                     15.765    12.464
                                                      7.162    49.350
                                                     31.506    23.562
                                                     41.915    32.367
                                                     18.763    25.593
                                                     18.610    10.829
                                                    129.219    68.920
                                                     54.245   115.549
                                                     72.977    46.130
                                                     66.336    44.480
                                                     28.410   335.504
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    326.894     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   279.028
    10 -0.19534082D+05   17.4881385    0.0008945     41.523    23.495    EM
                                                     19.769    26.634
                                                     20.335    12.602
                                                     15.595    12.739
                                                      6.839    48.023
                                                     29.798    23.194
                                                     41.453    31.649
                                                     18.258    25.262
                                                     18.568    10.224
                                                    128.653    66.149
                                                     54.383   121.477
                                                     75.644    47.798
                                                     65.959    45.005
                                                     27.117   330.412
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    342.098     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   269.345


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22038775D+05    0.0000000    0.0000000     50.534    56.951    EM
                                                     32.852    55.922
                                                     54.521    36.431
                                                     34.993    38.204
                                                     22.727    47.143
                                                     44.369    30.304
                                                     46.587    32.259
                                                     30.779    31.811
                                                     30.496    21.051
                                                     48.944    53.409
                                                     33.592    50.660
                                                     50.862    34.404
                                                     32.151    34.445
                                                     21.846   454.807
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    290.330     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   196.616
     2 -0.19923801D+05 2114.9749177    0.0959661     52.111    59.626    EM
                                                     27.833    61.371
                                                     57.011    34.841
                                                     31.240    34.679
                                                     17.584    43.029
                                                     44.729    23.768
                                                     43.133    33.181
                                                     25.686    25.706
                                                     27.515    14.416
                                                     64.708    71.815
                                                     37.270    69.004
                                                     65.409    41.432
                                                     36.158    39.574
                                                     22.173   418.551
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    270.176     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   206.271
     3 -0.19761111D+05  162.6894633    0.0081656     51.170    60.926    EM
                                                     25.023    65.238
                                                     59.073    34.072
                                                     28.356    32.768
                                                     15.020    40.512
                                                     44.868    20.910
                                                     41.985    33.214
                                                     23.364    21.510
                                                     24.625    11.434
                                                     74.710    85.737
                                                     38.603    81.907
                                                     74.966    44.795
                                                     38.501    44.480
                                                     22.100   404.073
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    242.593     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   213.467
     4 -0.19706543D+05   54.5681926    0.0027614     50.706    61.584    EM
                                                     23.279    68.145
                                                     59.794    33.476
                                                     26.301    31.139
                                                     13.243    39.685
                                                     45.349    19.364
                                                     41.947    33.003
                                                     22.034    18.905
                                                     22.386     9.652
                                                     83.003    96.463
                                                     39.485    90.861
                                                     79.924    46.287
                                                     40.272    48.052
                                                     21.693   394.623
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    222.206     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   217.140
     5 -0.19689131D+05   17.4123187    0.0008836     50.650    61.971    EM
                                                     22.264    70.716
                                                     59.965    33.266
                                                     25.016    30.029
                                                     12.115    39.641
                                                     45.999    18.524
                                                     42.427    32.826
                                                     21.285    17.286
                                                     20.849     8.528
                                                     89.255   104.042
                                                     40.280    96.203
                                                     81.255    46.741
                                                     41.583    50.424
                                                     21.396   389.314
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    206.465     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   219.685
     6 -0.19682521D+05    6.6095899    0.0003357     50.808    62.195    EM
                                                     21.662    73.074
                                                     59.924    33.304
                                                     24.227    29.283
                                                     11.392    39.964
                                                     46.672    18.084
                                                     43.162    32.702
                                                     20.891    16.227
                                                     19.757     7.784
                                                     93.961   109.435
                                                     41.008    99.089
                                                     80.580    46.609
                                                     42.572    51.989
                                                     21.219   385.804
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    194.312     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   222.311
     7 -0.19679201D+05    3.3195691    0.0001687     51.054    62.313    EM
                                                     21.292    75.243
                                                     59.810    33.474
                                                     23.743    28.764
                                                     10.907    40.432
                                                     47.290    17.861
                                                     43.990    32.613
                                                     20.700    15.486
                                                     18.927     7.261
                                                     97.652   113.467
                                                     41.667   100.487
                                                     78.986    46.170
                                                     43.347    53.045
                                                     21.102   383.055
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    184.713     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   225.150
     8 -0.19677094D+05    2.1074186    0.0001071     51.331    62.358    EM
                                                     21.055    77.230
                                                     59.678    33.709
                                                     23.459    28.394
                                                     10.567    40.936
                                                     47.821    17.752
                                                     44.824    32.542
                                                     20.621    14.938
                                                     18.256     6.869
                                                    100.700   116.663
                                                     42.276   101.001
                                                     77.040    45.583
                                                     43.980    53.767
                                                     21.000   380.695
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    176.903     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   228.052
     9 -0.19675535D+05    1.5586856    0.0000792     51.614    62.354    EM
                                                     20.898    79.046
                                                     59.553    33.970
                                                     23.317    28.127
                                                     10.316    41.424
                                                     48.255    17.703
                                                     45.618    32.481
                                                     20.602    14.515
                                                     17.689     6.557
                                                    103.338   119.340
                                                     42.856   100.972
                                                     75.014    44.929
                                                     44.514    54.256
                                                     20.890   378.613
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    170.372     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   230.866
    10 -0.19674264D+05    1.2708935    0.0000646     51.895    62.316    EM
                                                     20.794    80.701
                                                     59.446    34.238
                                                     23.284    27.939
                                                     10.124    41.870
                                                     48.591    17.682
                                                     46.349    32.425
                                                     20.612    14.177
                                                     17.191     6.296
                                                    105.708   121.685
                                                     43.427   100.590
                                                     73.028    44.250
                                                     44.979    54.571
                                                     20.761   376.791
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    164.790     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   233.494


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26942216D+05    0.0000000    0.0000000     65.056    60.707    EM
                                                     76.562    51.081
                                                     41.760    43.921
                                                     65.799    50.522
                                                     43.515    43.471
                                                     28.568    43.082
                                                     27.382    17.453
                                                     28.160    36.818
                                                     25.818    27.380
                                                     57.613    42.826
                                                     40.188    40.384
                                                     30.801    27.161
                                                     42.326    30.612
                                                     16.845   585.507
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    157.076     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   151.604
     2 -0.20233958D+05 6708.2575340    0.2489869     81.334    70.425    EM
                                                     80.024    56.247
                                                     47.726    45.369
                                                     72.036    61.129
                                                     39.376    37.350
                                                     25.659    35.846
                                                     23.266    18.553
                                                     22.036    33.468
                                                     24.797    19.010
                                                     50.802    39.952
                                                     43.578    38.012
                                                     31.454    29.921
                                                     35.130    27.313
                                                     16.859   573.215
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    185.578     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   134.533
     3 -0.19961020D+05  272.9382260    0.0134891     85.434    79.495    EM
                                                     84.949    59.110
                                                     58.055    50.390
                                                     75.229    70.371
                                                     40.201    30.729
                                                     22.796    30.287
                                                     21.577    19.890
                                                     20.346    29.843
                                                     23.592    15.899
                                                     44.027    37.306
                                                     41.226    35.348
                                                     33.161    30.335
                                                     31.197    26.309
                                                     15.768   588.880
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    193.087     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   105.164
     4 -0.19857179D+05  103.8408330    0.0052022     86.274    86.399    EM
                                                     89.698    61.096
                                                     68.147    56.121
                                                     78.343    80.458
                                                     43.365    25.249
                                                     20.144    26.347
                                                     20.226    20.831
                                                     19.697    27.351
                                                     23.053    14.644
                                                     37.676    34.212
                                                     38.321    32.956
                                                     34.241    30.628
                                                     28.783    26.144
                                                     15.435   580.205
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    194.828     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    99.125
     5 -0.19792805D+05   64.3739876    0.0032418     84.876    90.554    EM
                                                     93.984    62.312
                                                     76.591    61.577
                                                     81.950    91.150
                                                     48.408    21.028
                                                     18.014    23.746
                                                     19.238    21.637
                                                     19.594    25.924
                                                     23.192    14.425
                                                     32.051    30.941
                                                     36.011    30.804
                                                     34.420    30.934
                                                     27.477    26.401
                                                     15.964   559.133
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    194.727     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   102.936
     6 -0.19736591D+05   56.2136166    0.0028401     81.780    92.116    EM
                                                     97.487    62.789
                                                     82.908    65.948
                                                     85.894   101.827
                                                     54.960    17.827
                                                     16.337    22.059
                                                     18.608    22.397
                                                     19.783    25.193
                                                     23.755    14.834
                                                     27.326    27.896
                                                     34.404    28.883
                                                     33.858    31.083
                                                     26.942    26.863
                                                     17.169   531.022
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    194.419     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   113.630
     7 -0.19682722D+05   53.8692293    0.0027294     77.588    91.727    EM
                                                     99.978    62.689
                                                     87.231    68.603
                                                     89.798   111.650
                                                     62.250    15.453
                                                     15.045    20.999
                                                     18.334    23.176
                                                     20.085    24.852
                                                     24.489    15.569
                                                     23.635    25.430
                                                     33.404    27.265
                                                     32.915    30.880
                                                     26.852    27.322
                                                     18.671   500.280
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    195.242     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   128.588
     8 -0.19636330D+05   46.3924062    0.0023570     72.998    90.254    EM
                                                    101.447    62.285
                                                     90.089    69.433
                                                     93.214   119.908
                                                     69.265    13.742
                                                     14.106    20.377
                                                     18.395    24.050
                                                     20.409    24.696
                                                     25.221    16.401
                                                     20.974    23.719
                                                     32.855    26.019
                                                     32.005    30.264
                                                     26.884    27.625
                                                     20.012   470.484
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    197.869     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   145.000
     9 -0.19602628D+05   33.7013416    0.0017163     68.573    88.373    EM
                                                    102.020    61.796
                                                     92.033    68.869
                                                     95.783   126.389
                                                     75.265    12.528
                                                     13.469    20.058
                                                     18.729    25.065
                                                     20.726    24.612
                                                     25.888    17.223
                                                     19.158    22.714
                                                     32.603    25.143
                                                     31.407    29.381
                                                     26.790    27.743
                                                     20.944   443.595
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    202.034     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   161.086
    10 -0.19580848D+05   21.7800361    0.0011111     64.584    86.399    EM
                                                    101.845    61.306
                                                     93.402    67.522
                                                     97.368   131.348
                                                     80.064    11.652
                                                     13.058    19.915
                                                     19.235    26.209
                                                     21.032    24.543
                                                     26.503    18.017
                                                     17.925    22.226
                                                     32.516    24.573
                                                     31.192    28.454
                                                     26.456    27.728
                                                     21.486   420.101
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    206.909     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   176.429


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23614275D+05    0.0000000    0.0000000     38.254    45.421    EM
                                                     38.759    48.368
                                                     40.844    44.440
                                                     39.242    42.824
                                                     38.182    45.641
                                                     38.425    45.219
                                                     39.388    22.798
                                                     39.612    43.959
                                                     36.050    42.191
                                                     40.717    45.662
                                                     40.935    47.915
                                                     38.192    45.996
                                                     39.155    41.894
                                                     38.045   344.286
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    205.179     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   342.408
     2 -0.20383636D+05 3230.6393851    0.1368087     40.628    41.988    EM
                                                     39.570    49.982
                                                     35.050    46.269
                                                     39.877    38.799
                                                     38.141    41.980
                                                     41.088    41.581
                                                     35.090    23.553
                                                     33.862    40.280
                                                     37.269    38.657
                                                     45.190    47.345
                                                     46.351    51.943
                                                     36.518    50.441
                                                     42.177    41.530
                                                     41.732   354.910
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    162.085     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   376.112
     3 -0.20166880D+05  216.7553394    0.0106338     40.682    41.124    EM
                                                     37.374    49.374
                                                     34.380    43.684
                                                     37.224    35.319
                                                     34.523    39.826
                                                     40.277    37.362
                                                     33.636    23.648
                                                     30.643    35.970
                                                     33.931    33.484
                                                     49.702    52.632
                                                     49.447    55.561
                                                     39.817    52.065
                                                     44.129    43.116
                                                     43.335   358.161
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    155.459     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   394.114
     4 -0.19985833D+05  181.0474373    0.0089775     39.556    40.761    EM
                                                     33.330    47.978
                                                     35.468    39.334
                                                     32.994    31.394
                                                     28.884    37.166
                                                     39.295    32.023
                                                     32.848    25.214
                                                     27.546    30.545
                                                     29.236    26.761
                                                     55.623    62.181
                                                     51.389    60.558
                                                     47.282    52.654
                                                     46.149    46.011
                                                     43.750   353.512
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    165.111     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   405.447
     5 -0.19794635D+05  191.1974096    0.0095666     37.811    40.263    EM
                                                     29.083    45.792
                                                     36.996    34.683
                                                     28.881    27.763
                                                     23.181    34.061
                                                     37.859    27.008
                                                     31.957    27.467
                                                     24.783    25.370
                                                     24.264    20.454
                                                     63.382    76.689
                                                     52.607    66.307
                                                     58.691    52.418
                                                     48.620    50.231
                                                     42.459   345.052
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    181.447     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   404.423
     6 -0.19656618D+05  138.0173084    0.0069725     36.166    39.560    EM
                                                     25.910    43.009
                                                     37.938    30.942
                                                     26.186    25.293
                                                     18.869    31.247
                                                     36.008    23.374
                                                     30.704    29.342
                                                     22.786    21.747
                                                     20.286    15.872
                                                     72.356    93.795
                                                     54.257    70.609
                                                     70.752    51.999
                                                     51.513    54.684
                                                     39.917   340.440
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    194.953     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   389.485
     7 -0.19585957D+05   70.6616312    0.0035948     34.744    38.835    EM
                                                     23.753    40.064
                                                     38.320    28.276
                                                     24.889    23.949
                                                     15.975    29.139
                                                     34.390    20.940
                                                     29.432    30.775
                                                     21.556    19.683
                                                     17.675    12.805
                                                     81.046   109.824
                                                     56.859    71.948
                                                     80.017    51.624
                                                     54.406    58.006
                                                     37.257   342.284
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    204.028     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   367.501
     8 -0.19551724D+05   34.2320538    0.0017478     33.408    38.099    EM
                                                     22.225    37.407
                                                     38.474    26.463
                                                     24.447    23.251
                                                     14.070    27.752
                                                     33.319    19.388
                                                     28.466    32.046
                                                     20.933    18.630
                                                     16.046    10.784
                                                     88.339   122.891
                                                     59.885    70.818
                                                     85.666    51.070
                                                     56.954    59.856
                                                     34.965   348.127
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    210.660     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   345.564
     9 -0.19534154D+05   17.5708831    0.0008987     32.104    37.306    EM
                                                     21.079    35.286
                                                     38.608    25.281
                                                     24.472    22.852
                                                     12.819    26.916
                                                     32.741    18.468
                                                     27.856    33.272
                                                     20.726    18.133
                                                     14.977     9.448
                                                     93.928   132.835
                                                     62.773    68.461
                                                     88.485    50.276
                                                     59.050    60.497
                                                     33.080   355.512
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    215.938     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   326.821
    10 -0.19524900D+05    9.2533734    0.0004737     30.837    36.448    EM
                                                     20.175    33.701
                                                     38.802    24.549
                                                     24.765    22.597
                                                     11.994    26.422
                                                     32.493    17.961
                                                     27.505    34.451
                                                     20.763    17.920
                                                     14.220     8.540
                                                     97.964   140.195
                                                     65.282    65.780
                                                     89.522    49.344
                                                     60.730    60.314
                                                     31.528   363.265
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    220.221     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   311.713


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.24006814D+05    0.0000000    0.0000000     77.519    69.807    EM
                                                     59.254    64.877
                                                     40.510    39.393
                                                     49.321    40.676
                                                     34.848    61.600
                                                     37.762    38.466
                                                     35.566    15.913
                                                     23.541    36.262
                                                     22.325    24.156
                                                     40.745    29.377
                                                     26.447    30.004
                                                     19.166    19.874
                                                     26.128    20.018
                                                     17.556   697.674
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    143.215     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   158.001
     2 -0.20128114D+05 3878.7001079    0.1615666     87.819    65.789    EM
                                                     71.336    64.689
                                                     34.252    47.147
                                                     54.696    39.983
                                                     42.093    56.541
                                                     38.121    41.115
                                                     29.321    14.892
                                                     22.179    37.439
                                                     26.074    28.624
                                                     34.770    22.530
                                                     23.317    24.520
                                                     13.161    17.389
                                                     23.444    16.802
                                                     16.776   651.203
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    129.393     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   224.586
     3 -0.19940446D+05  187.6676448    0.0093237     91.689    64.772    EM
                                                     83.499    63.310
                                                     31.795    52.629
                                                     59.912    43.462
                                                     52.286    52.661
                                                     35.390    43.858
                                                     25.904    13.038
                                                     21.651    37.858
                                                     27.317    32.822
                                                     30.202    18.655
                                                     22.001    21.222
                                                     10.581    16.196
                                                     22.149    15.652
                                                     17.487   661.829
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     93.437     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   236.734
     4 -0.19882975D+05   57.4706238    0.0028821     93.694    64.292    EM
                                                     93.903    62.041
                                                     30.545    57.081
                                                     64.353    47.269
                                                     62.383    49.534
                                                     32.895    45.980
                                                     23.727    11.804
                                                     21.730    38.449
                                                     28.422    37.102
                                                     26.522    15.990
                                                     21.027    18.760
                                                      9.063    15.478
                                                     21.040    14.998
                                                     18.182   653.086
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     82.395     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   238.254
     5 -0.19855081D+05   27.8942276    0.0014029     94.521    63.659    EM
                                                    102.556    60.770
                                                     29.560    60.612
                                                     68.156    50.915
                                                     72.198    47.052
                                                     30.922    47.749
                                                     22.183    10.935
                                                     21.990    39.256
                                                     29.695    41.552
                                                     23.742    14.104
                                                     20.415    16.999
                                                      8.075    15.120
                                                     20.310    14.713
                                                     19.047   638.584
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     75.887     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   238.724
     6 -0.19837842D+05   17.2387401    0.0008682     94.558    62.818    EM
                                                    109.620    59.379
                                                     28.613    63.230
                                                     71.360    54.255
                                                     81.682    45.012
                                                     29.322    49.183
                                                     20.993    10.276
                                                     22.265    40.161
                                                     31.074    46.144
                                                     21.657    12.723
                                                     20.062    15.725
                                                      7.394    14.999
                                                     19.938    14.709
                                                     20.145   621.463
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     71.458     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   239.782
     7 -0.19825122D+05   12.7201097    0.0006412     94.041    61.792    EM
                                                    115.328    57.820
                                                     27.629    65.001
                                                     74.022    57.247
                                                     90.863    43.297
                                                     27.990    50.343
                                                     20.021     9.743
                                                     22.498    41.116
                                                     32.518    50.888
                                                     20.086    11.678
                                                     19.897    14.790
                                                      6.905    15.034
                                                     19.874    14.927
                                                     21.490   603.053
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     68.121     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   241.989
     8 -0.19814493D+05   10.6295964    0.0005362     93.108    60.629    EM
                                                    119.916    56.090
                                                     26.593    66.022
                                                     76.205    59.893
                                                     99.805    41.818
                                                     26.860    51.287
                                                     19.193     9.296
                                                     22.676    42.088
                                                     34.001    55.811
                                                     18.884    10.866
                                                     19.874    14.091
                                                      6.542    15.183
                                                     20.065    15.323
                                                     23.091   583.891
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     65.475     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   245.424
     9 -0.19804859D+05    9.6334539    0.0004862     91.844    59.378    EM
                                                    123.586    54.212
                                                     25.519    66.400
                                                     77.966    62.207
                                                    108.560    40.506
                                                     25.885    52.059
                                                     18.464     8.911
                                                     22.802    43.050
                                                     35.499    60.920
                                                     17.950    10.222
                                                     19.970    13.562
                                                      6.268    15.420
                                                     20.465    15.866
                                                     24.960   564.219
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     63.335     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   249.995
    10 -0.19795721D+05    9.1380808    0.0004614     90.313    58.087    EM
                                                    126.501    52.219
                                                     24.426    66.244
                                                     79.353    64.208
                                                    117.160    39.302
                                                     25.029    52.675
                                                     17.808     8.575
                                                     22.878    43.974
                                                     36.980    66.195
                                                     17.214     9.705
                                                     20.170    13.159
                                                      6.062    15.735
                                                     21.040    16.534
                                                     27.108   544.181
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     61.601     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   255.564


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.25123703D+05    0.0000000    0.0000000      7.981    22.302    EM
                                                     17.372    22.264
                                                     45.558    48.158
                                                     17.564    41.684
                                                     32.734    22.011
                                                     48.598    39.005
                                                     47.406    41.700
                                                     86.104    43.070
                                                     83.402    71.286
                                                     15.378    33.605
                                                     27.975    38.519
                                                     71.527    73.461
                                                     28.759    60.520
                                                     46.494    71.825
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    375.297     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   418.443
     2 -0.20199936D+05 4923.7667886    0.1959809      7.305    20.072    EM
                                                     16.247    25.066
                                                     41.750    59.960
                                                     17.721    42.397
                                                     35.337    21.080
                                                     54.341    43.047
                                                     43.532    49.121
                                                     98.060    46.111
                                                    103.193    87.720
                                                     11.297    29.145
                                                     23.859    37.550
                                                     65.121    86.067
                                                     25.306    59.300
                                                     49.306    56.838
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    314.552     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   429.599
     3 -0.19997359D+05  202.5769624    0.0100286      7.178    20.050    EM
                                                     16.425    27.626
                                                     42.841    71.052
                                                     18.025    44.273
                                                     40.116    21.309
                                                     58.917    46.453
                                                     42.026    51.488
                                                    109.821    47.582
                                                    116.021   105.400
                                                      8.493    23.733
                                                     19.292    33.492
                                                     59.175    86.323
                                                     22.149    56.602
                                                     49.449    53.451
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    275.129     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   426.109
     4 -0.19875377D+05  121.9818423    0.0060999      7.818    21.412    EM
                                                     17.611    30.618
                                                     45.314    82.710
                                                     18.618    46.557
                                                     46.943    21.869
                                                     61.757    47.909
                                                     40.036    52.515
                                                    117.185    47.396
                                                    123.891   122.485
                                                      6.804    19.171
                                                     15.552    29.122
                                                     53.269    81.911
                                                     19.603    53.378
                                                     49.207    57.567
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    240.775     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   420.999
     5 -0.19794711D+05   80.6660329    0.0040586      8.933    23.408    EM
                                                     19.210    33.445
                                                     47.825    93.375
                                                     19.211    48.826
                                                     55.410    22.318
                                                     62.289    47.217
                                                     37.418    52.473
                                                    119.377    45.704
                                                    127.532   137.002
                                                      5.800    15.807
                                                     12.860    25.717
                                                     48.734    77.092
                                                     17.886    50.879
                                                     49.808    65.483
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    210.613     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   418.349
     6 -0.19743313D+05   51.3987507    0.0025966     10.296    25.626    EM
                                                     20.829    35.552
                                                     49.862   101.986
                                                     19.702    51.079
                                                     64.665    22.428
                                                     60.542    44.956
                                                     34.434    51.621
                                                    117.616    43.193
                                                    128.007   147.759
                                                      5.196    13.583
                                                     11.052    23.472
                                                     45.912    73.717
                                                     16.812    49.377
                                                     51.560    75.438
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    185.263     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   418.466
     7 -0.19708476D+05   34.8367083    0.0017645     11.773    27.835    EM
                                                     22.381    36.807
                                                     51.366   108.589
                                                     20.184    53.469
                                                     74.119    22.108
                                                     57.062    41.891
                                                     31.356    50.306
                                                    113.542    40.467
                                                    126.378   154.448
                                                      4.824    12.193
                                                      9.865    22.100
                                                     44.496    71.970
                                                     16.137    48.638
                                                     54.165    86.734
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    164.766     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   420.030
     8 -0.19681252D+05   27.2240665    0.0013813     13.262    29.864    EM
                                                     23.924    37.298
                                                     52.437   113.653
                                                     20.757    56.054
                                                     83.426    21.373
                                                     52.557    38.622
                                                     28.396    48.858
                                                    108.469    37.896
                                                    123.487   157.296
                                                      4.604    11.354
                                                      9.108    21.281
                                                     44.099    71.499
                                                     15.716    48.362
                                                     57.114    98.862
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    148.841     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   421.529
     9 -0.19657819D+05   23.4332002    0.0011906     14.665    31.585    EM
                                                     25.515    37.187
                                                     53.235   117.588
                                                     21.484    58.803
                                                     92.299    20.305
                                                     47.688    35.537
                                                     25.701    47.531
                                                    103.245    35.659
                                                    119.920   156.847
                                                      4.495    10.884
                                                      8.673    20.792
                                                     44.436    71.945
                                                     15.486    48.343
                                                     59.978   111.177
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    137.185     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   421.813
    10 -0.19637265D+05   20.5537238    0.0010456     15.895    32.941    EM
                                                     27.183    36.659
                                                     53.925   120.664
                                                     22.390    61.624
                                                    100.450    19.027
                                                     42.976    32.854
                                                     23.366    46.468
                                                     98.330    33.830
                                                    116.039   153.848
                                                      4.474    10.678
                                                      8.501    20.499
                                                     45.295    73.017
                                                     15.421    48.455
                                                     62.485   123.030
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    129.407     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   420.267


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.24619156D+05    0.0000000    0.0000000      2.541     6.536    EM
                                                     17.242     6.148
                                                     11.993    29.830
                                                     19.761    38.354
                                                     58.355     5.228
                                                     14.044    33.814
                                                     17.980    17.198
                                                     71.220    47.602
                                                     70.895   125.018
                                                     12.098    28.721
                                                     47.569    27.471
                                                     53.917    94.912
                                                     44.689    87.365
                                                     83.184    22.872
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    154.781     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   748.660
     2 -0.20017355D+05 4601.8008137    0.1869195      2.511     5.492    EM
                                                     14.861     4.921
                                                      9.328    25.148
                                                     22.713    38.023
                                                     57.522     4.840
                                                     14.156    33.977
                                                     17.222    24.169
                                                     77.688    60.541
                                                     93.142   153.476
                                                      9.222    22.642
                                                     47.396    22.544
                                                     43.428   102.168
                                                     37.509    74.538
                                                     96.696    18.428
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    139.895     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   725.804
     3 -0.19804298D+05  213.0570382    0.0106436      2.495     4.969    EM
                                                     14.711     3.782
                                                      7.670    21.008
                                                     23.771    35.184
                                                     60.365     4.866
                                                     13.036    34.474
                                                     17.271    27.474
                                                     84.260    70.350
                                                    101.729   180.744
                                                      8.464    19.051
                                                     47.026    18.517
                                                     37.859    98.132
                                                     37.006    66.614
                                                     98.901    18.183
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    136.864     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   705.223
     4 -0.19732693D+05   71.6046603    0.0036156      2.620     4.573    EM
                                                     15.107     2.876
                                                      6.356    17.290
                                                     24.476    32.273
                                                     61.696     5.098
                                                     11.853    35.008
                                                     17.275    30.365
                                                     88.830    78.416
                                                    104.865   201.540
                                                      8.417    16.420
                                                     47.100    15.590
                                                     33.939    91.757
                                                     37.105    60.152
                                                    100.017    19.939
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    139.494     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   689.556
     5 -0.19693995D+05   38.6977386    0.0019611      2.860     4.260    EM
                                                     15.764     2.182
                                                      5.282    14.174
                                                     24.870    29.621
                                                     61.382     5.383
                                                     10.615    34.877
                                                     17.155    33.044
                                                     92.244    85.183
                                                    105.728   216.176
                                                      8.732    14.431
                                                     47.381    13.446
                                                     31.240    85.556
                                                     37.382    55.269
                                                    100.558    22.813
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    145.285     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   677.110
     6 -0.19665652D+05   28.3430666    0.0014392      3.241     4.035    EM
                                                     16.676     1.670
                                                      4.398    11.686
                                                     25.057    27.314
                                                     59.839     5.756
                                                      9.427    34.209
                                                     16.970    35.427
                                                     94.892    91.239
                                                    105.740   225.890
                                                      9.356    12.875
                                                     47.670    11.899
                                                     29.310    80.092
                                                     37.776    51.656
                                                    100.359    27.011
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    152.645     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   665.883
     7 -0.19641346D+05   24.3063521    0.0012360      3.801     3.907    EM
                                                     17.862     1.301
                                                      3.677     9.769
                                                     25.122    25.349
                                                     57.468     6.268
                                                      8.362    33.235
                                                     16.792    37.421
                                                     96.883    97.018
                                                    105.561   231.747
                                                     10.299    11.633
                                                     47.872    10.824
                                                     27.859    75.450
                                                     38.295    48.967
                                                     99.358    32.815
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    160.441     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   654.643
     8 -0.19618724D+05   22.6216350    0.0011517      4.565     3.875    EM
                                                     19.303     1.042
                                                      3.104     8.336
                                                     25.084    23.686
                                                     54.590     6.967
                                                      7.462    32.156
                                                     16.671    38.957
                                                     98.204   102.690
                                                    105.481   234.556
                                                     11.582    10.643
                                                     47.951    10.131
                                                     26.711    71.575
                                                     38.927    46.932
                                                     97.623    40.291
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    167.916     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   642.989
     9 -0.19597142D+05   21.5825274    0.0011001      5.520     3.928    EM
                                                     20.914     0.864
                                                      2.664     7.300
                                                     24.919    22.279
                                                     51.488     7.882
                                                      6.743    31.137
                                                     16.629    40.001
                                                     98.842   108.185
                                                    105.579   235.024
                                                     13.208     9.876
                                                     47.935     9.740
                                                     25.757    68.364
                                                     39.635    45.360
                                                     95.346    48.977
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    174.593     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   631.310
    10 -0.19577503D+05   19.6386568    0.0010021      6.610     4.047    EM
                                                     22.574     0.747
                                                      2.339     6.581
                                                     24.620    21.088
                                                     48.448     9.015
                                                      6.207    30.303
                                                     16.658    40.562
                                                     98.844   113.270
                                                    105.811   233.847
                                                     15.137     9.319
                                                     47.913     9.581
                                                     24.928    65.709
                                                     40.373    44.115
                                                     92.811    57.839
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    180.196     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   620.507


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.30017442D+05    0.0000000    0.0000000     26.009    26.066    EM
                                                     69.297    36.631
                                                     16.577    36.521
                                                     70.525    46.672
                                                     72.503    45.164
                                                     28.493    68.645
                                                     29.926    12.540
                                                     48.177    61.400
                                                     41.354    64.982
                                                     89.319    51.680
                                                     78.644    55.334
                                                     36.584    57.981
                                                     92.346    52.994
                                                     33.670   234.077
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    112.863     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   303.027
     2 -0.20263609D+05 9753.8333171    0.3249389     48.463    24.095    EM
                                                     57.802    31.010
                                                     10.397    28.573
                                                     74.086    41.404
                                                     55.117    69.393
                                                     32.216    76.698
                                                     38.969    16.246
                                                     43.555    80.233
                                                     47.410    59.132
                                                     91.625    41.895
                                                     94.378    56.124
                                                     23.013    59.116
                                                     79.033    42.241
                                                     52.164   264.451
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     96.095     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   265.068
     3 -0.19869249D+05  394.3594698    0.0194615     53.403    21.331    EM
                                                     54.838    24.444
                                                      7.870    22.361
                                                     72.213    36.403
                                                     49.111    83.682
                                                     32.267    81.230
                                                     43.678    18.133
                                                     46.016    90.100
                                                     47.381    58.350
                                                    100.278    38.342
                                                     97.303    51.737
                                                     20.260    53.135
                                                     78.079    38.227
                                                     50.167   280.385
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    107.112     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   242.163
     4 -0.19747132D+05  122.1174996    0.0061461     56.419    19.133    EM
                                                     53.205    19.265
                                                      6.253    18.095
                                                     69.703    32.877
                                                     45.858    94.357
                                                     31.220    83.693
                                                     46.132    19.370
                                                     47.782    97.124
                                                     46.818    58.576
                                                    106.268    34.943
                                                     97.650    46.388
                                                     18.066    47.397
                                                     77.819    35.351
                                                     48.637   291.448
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    118.955     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   231.199
     5 -0.19691317D+05   55.8149434    0.0028265     58.486    17.482    EM
                                                     51.914    15.618
                                                      5.227    15.270
                                                     67.403    30.293
                                                     43.940   101.553
                                                     29.908    84.285
                                                     46.972    20.094
                                                     48.604   102.273
                                                     46.262    59.269
                                                    109.694    32.143
                                                     96.958    41.447
                                                     16.328    42.740
                                                     77.795    33.320
                                                     48.209   297.890
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    129.213     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   229.410
     6 -0.19656666D+05   34.6506796    0.0017597     59.851    16.301    EM
                                                     50.632    13.138
                                                      4.577    13.416
                                                     65.229    28.290
                                                     42.704   106.095
                                                     28.708    83.484
                                                     46.905    20.460
                                                     48.733   106.368
                                                     45.935    60.313
                                                    110.872    29.937
                                                     95.348    37.354
                                                     14.982    39.094
                                                     77.785    31.829
                                                     48.506   301.071
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    138.070     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   234.012
     7 -0.19629263D+05   27.4033433    0.0013941     60.642    15.507    EM
                                                     49.242    11.466
                                                      4.170    12.214
                                                     63.061    26.649
                                                     41.801   108.793
                                                     27.756    81.739
                                                     46.432    20.595
                                                     48.455   110.026
                                                     45.910    61.693
                                                    110.110    28.207
                                                     92.777    34.112
                                                     13.944    36.243
                                                     77.587    30.649
                                                     49.149   302.159
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    145.858     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   243.055
     8 -0.19604856D+05   24.4071999    0.0012434     60.985    15.024    EM
                                                     47.768    10.351
                                                      3.927    11.469
                                                     60.912    25.255
                                                     41.064   110.207
                                                     27.088    79.451
                                                     45.852    20.593
                                                     48.000   113.612
                                                     46.172    63.412
                                                    107.737    26.835
                                                     89.294    31.579
                                                     13.130    33.975
                                                     77.032    29.624
                                                     49.808   301.909
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    152.846     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   255.090
     9 -0.19582948D+05   21.9079972    0.0011175     61.001    14.793    EM
                                                     46.308     9.633
                                                      3.798    11.060
                                                     58.884    24.066
                                                     40.416   110.701
                                                     26.703    76.973
                                                     45.325    20.513
                                                     47.540   117.281
                                                     46.674    65.446
                                                    104.162    25.743
                                                     85.095    29.608
                                                     12.476    32.145
                                                     76.008    28.663
                                                     50.196   300.799
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    159.227     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   268.764
    10 -0.19564487D+05   18.4607128    0.0009427     60.792    14.766    EM
                                                     44.962     9.208
                                                      3.751    10.910
                                                     57.086    23.075
                                                     39.818   110.532
                                                     26.583    74.582
                                                     44.929    20.396
                                                     47.190   121.045
                                                     47.361    67.724
                                                     99.864    24.884
                                                     80.500    28.081
                                                     11.938    30.667
                                                     74.486    27.729
                                                     50.109   299.105
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    165.132     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   282.797


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.25812176D+05    0.0000000    0.0000000     91.761    50.812    EM
                                                     65.237    59.237
                                                     24.777    25.049
                                                     67.712    22.450
                                                     32.118    60.375
                                                     23.065    30.600
                                                     24.522     6.611
                                                      7.987    27.818
                                                      8.594     8.907
                                                    113.962    50.213
                                                     46.539    44.455
                                                     17.753    16.941
                                                     54.349    16.586
                                                     11.623   825.846
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     59.497     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   104.606
     2 -0.20123292D+05 5688.8836691    0.2203954    113.270    50.408    EM
                                                     59.418    63.202
                                                     25.957    22.392
                                                     67.024    21.328
                                                     25.305    46.422
                                                     19.914    22.650
                                                     17.483     6.873
                                                      5.644    19.831
                                                      6.562     6.695
                                                    134.004    59.456
                                                     55.349    56.527
                                                     22.865    18.518
                                                     57.927    18.221
                                                     14.110   749.955
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     45.423     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   167.265
     3 -0.19845299D+05  277.9935256    0.0138145    113.108    47.283    EM
                                                     52.900    60.594
                                                     23.389    18.103
                                                     63.852    18.283
                                                     20.277    44.626
                                                     18.781    19.987
                                                     15.560     6.090
                                                      4.368    17.093
                                                      5.054     5.111
                                                    157.866    66.784
                                                     66.634    64.271
                                                     24.486    19.299
                                                     66.778    19.206
                                                     18.328   756.213
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     44.010     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   141.665
     4 -0.19757707D+05   87.5916929    0.0044137    112.837    45.270    EM
                                                     49.047    58.350
                                                     21.552    15.761
                                                     59.121    15.450
                                                     17.810    44.134
                                                     18.049    18.532
                                                     14.526     5.537
                                                      3.750    15.343
                                                      4.109     4.391
                                                    174.141    70.636
                                                     71.169    68.304
                                                     24.813    19.028
                                                     73.027    19.465
                                                     20.942   744.514
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     40.172     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   150.222
     5 -0.19711371D+05   46.3361973    0.0023452    111.612    43.622    EM
                                                     46.436    56.242
                                                     20.170    14.192
                                                     54.865    13.564
                                                     16.176    44.010
                                                     17.583    17.753
                                                     13.973     5.196
                                                      3.401    14.197
                                                      3.564     3.967
                                                    185.760    73.256
                                                     74.008    71.151
                                                     25.073    18.687
                                                     77.714    19.749
                                                     22.897   731.714
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     38.928     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   160.539
     6 -0.19688617D+05   22.7542562    0.0011544    110.323    42.265    EM
                                                     44.913    54.356
                                                     19.056    13.155
                                                     51.810    12.365
                                                     15.167    44.147
                                                     17.300    17.448
                                                     13.644     4.967
                                                      3.200    13.545
                                                      3.259     3.744
                                                    193.638    74.843
                                                     76.066    72.828
                                                     25.120    18.346
                                                     81.063    19.951
                                                     24.278   720.732
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     38.706     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   169.765
     7 -0.19678314D+05   10.3022329    0.0005233    109.199    41.169    EM
                                                     44.084    52.680
                                                     18.141    12.419
                                                     49.760    11.602
                                                     14.534    44.444
                                                     17.149    17.420
                                                     13.435     4.811
                                                      3.075    13.198
                                                      3.087     3.630
                                                    199.004    75.824
                                                     77.748    73.620
                                                     25.011    18.011
                                                     83.452    20.103
                                                     25.222   711.507
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     39.035     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   177.625
     8 -0.19673348D+05    4.9662358    0.0002524    108.230    40.293    EM
                                                     43.653    51.160
                                                     17.384    11.850
                                                     48.391    11.106
                                                     14.111    44.813
                                                     17.094    17.539
                                                     13.293     4.707
                                                      2.991    13.018
                                                      2.986     3.568
                                                    202.839    76.548
                                                     79.252    73.769
                                                     24.820    17.672
                                                     85.229    20.247
                                                     25.864   703.518
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     39.745     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   184.311
     9 -0.19670301D+05    3.0473695    0.0001549    107.354    39.603    EM
                                                     43.442    49.746
                                                     16.761    11.375
                                                     47.454    10.776
                                                     13.800    45.191
                                                     17.113    17.729
                                                     13.193     4.645
                                                      2.929    12.918
                                                      2.922     3.524
                                                    205.765    77.246
                                                     80.673    73.408
                                                     24.597    17.311
                                                     86.621    20.411
                                                     26.300   696.325
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     40.801     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   190.068
    10 -0.19667719D+05    2.5820713    0.0001313    106.516    39.073    EM
                                                     43.351    48.404
                                                     16.258    10.956
                                                     46.790    10.556
                                                     13.550    45.535
                                                     17.195    17.945
                                                     13.125     4.625
                                                      2.883    12.843
                                                      2.876     3.483
                                                    208.135    78.063
                                                     82.058    72.591
                                                     24.370    16.908
                                                     87.752    20.608
                                                     26.588   689.623
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     42.247     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   195.093


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26042325D+05    0.0000000    0.0000000     21.494    17.010    EM
                                                     57.429    15.104
                                                     12.870    32.379
                                                     56.655    35.514
                                                     77.110    34.118
                                                     15.886    49.724
                                                     23.307     6.840
                                                     35.637    62.537
                                                     33.553    64.111
                                                     76.593    39.895
                                                     92.207    44.575
                                                     25.457    59.743
                                                    107.397    47.089
                                                     60.075   193.447
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     61.564     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   540.678
     2 -0.20073308D+05 5969.0171718    0.2292045     30.277    12.301    EM
                                                     46.196    11.828
                                                      7.010    22.964
                                                     63.247    30.316
                                                     60.971    37.157
                                                     15.175    50.829
                                                     22.643    11.536
                                                     36.704    83.568
                                                     36.470    66.430
                                                     76.852    32.771
                                                    107.286    38.245
                                                     20.045    62.017
                                                     98.873    42.231
                                                     80.424   186.735
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     61.169     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   547.731
     3 -0.19782102D+05  291.2059475    0.0145071     31.774     9.935    EM
                                                     42.951     8.229
                                                      4.610    16.439
                                                     60.299    25.511
                                                     54.954    42.184
                                                     14.032    52.881
                                                     24.126    14.295
                                                     42.064    98.006
                                                     40.704    74.485
                                                     79.767    27.083
                                                    107.698    32.646
                                                     18.212    56.912
                                                     97.692    39.129
                                                     81.340   189.257
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     74.714     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   538.074
     4 -0.19658480D+05  123.6218826    0.0062492     32.386     8.713    EM
                                                     40.802     6.084
                                                      3.499    12.757
                                                     56.897    22.713
                                                     50.954    46.238
                                                     13.454    54.413
                                                     25.390    16.923
                                                     47.062   110.163
                                                     45.316    82.069
                                                     79.913    23.479
                                                    103.571    27.838
                                                     17.017    50.942
                                                     94.689    36.582
                                                     79.267   192.882
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     90.045     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   527.942
     5 -0.19593263D+05   65.2166958    0.0033175     32.710     8.085    EM
                                                     39.232     4.855
                                                      2.951    10.712
                                                     53.910    21.173
                                                     47.956    49.071
                                                     13.078    55.185
                                                     26.132    18.910
                                                     50.598   119.787
                                                     49.468    88.674
                                                     78.399    21.144
                                                     98.099    24.322
                                                     16.050    46.054
                                                     90.745    34.767
                                                     76.479   196.275
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    102.984     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   522.195
     6 -0.19561590D+05   31.6733798    0.0016165     32.926     7.797    EM
                                                     38.056     4.175
                                                      2.697     9.641
                                                     51.406    20.345
                                                     45.586    50.942
                                                     12.867    55.326
                                                     26.501    20.246
                                                     52.741   127.210
                                                     52.983    94.124
                                                     76.182    19.623
                                                     92.500    21.966
                                                     15.294    42.603
                                                     86.537    33.526
                                                     73.463   199.386
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    113.682     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   519.669
     7 -0.19545570D+05   16.0196627    0.0008189     33.083     7.704    EM
                                                     37.139     3.806
                                                      2.601     9.119
                                                     49.296    19.894
                                                     43.624    52.215
                                                     12.823    55.121
                                                     26.736    21.147
                                                     54.054   133.027
                                                     56.029    98.559
                                                     73.740    18.607
                                                     87.204    20.424
                                                     14.738    40.280
                                                     82.348    32.621
                                                     70.332   202.128
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    122.918     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   518.683
     8 -0.19536178D+05    9.3923212    0.0004805     33.189     7.732    EM
                                                     36.378     3.619
                                                      2.590     8.909
                                                     47.480    19.646
                                                     41.927    53.135
                                                     12.920    54.769
                                                     26.969    21.783
                                                     54.987   137.698
                                                     58.771   102.186
                                                     71.277    17.919
                                                     82.344    19.414
                                                     14.338    38.727
                                                     78.293    31.892
                                                     67.159   204.405
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    131.173     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   518.365
     9 -0.19529968D+05    6.2103253    0.0003179     33.252     7.838    EM
                                                     35.714     3.540
                                                      2.626     8.886
                                                     45.888    19.512
                                                     40.415    53.842
                                                     13.126    54.365
                                                     27.242    22.244
                                                     55.772   141.526
                                                     61.301   105.161
                                                     68.894    17.459
                                                     77.947    18.754
                                                     14.045    37.695
                                                     74.432    31.251
                                                     64.016   206.194
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    138.687     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   518.377
    10 -0.19525560D+05    4.4076538    0.0002257     33.284     7.999    EM
                                                     35.114     3.532
                                                      2.688     8.981
                                                     44.473    19.441
                                                     39.038    54.411
                                                     13.413    53.946
                                                     27.560    22.573
                                                     56.505   144.706
                                                     63.657   107.589
                                                     66.645    17.162
                                                     73.995    18.329
                                                     13.820    37.024
                                                     70.795    30.649
                                                     60.957   207.542
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    145.570     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   518.600


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.28017072D+05    0.0000000    0.0000000     71.541    32.324    EM
                                                    118.225    37.192
                                                      5.690    19.260
                                                    118.578    19.367
                                                     70.894    79.258
                                                     12.116    41.385
                                                     10.644     1.118
                                                      3.085    37.276
                                                      4.024     8.091
                                                    187.845    31.168
                                                    110.356    27.027
                                                      3.242    10.472
                                                     96.917     9.729
                                                     17.924   643.866
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     10.064     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   161.319
     2 -0.19946531D+05 8070.5404864    0.2880580    104.667    21.069    EM
                                                    107.559    30.583
                                                      3.551    14.989
                                                    146.161    16.116
                                                     62.897    81.496
                                                     11.842    50.430
                                                      8.147     0.957
                                                      3.270    36.970
                                                      3.802    10.255
                                                    212.447    29.135
                                                    132.813    22.864
                                                      2.567    10.104
                                                     97.115     8.927
                                                     24.295   613.094
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      7.601     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   124.276
     3 -0.19852275D+05   94.2562682    0.0047254    123.624    16.021    EM
                                                    104.673    23.681
                                                      2.673    12.522
                                                    153.372    14.818
                                                     59.998    91.240
                                                     10.520    55.992
                                                      7.673     1.017
                                                      3.897    40.443
                                                      4.252    12.586
                                                    224.143    23.337
                                                    135.806    19.708
                                                      2.490    10.485
                                                     93.885     8.748
                                                     26.700   604.175
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      9.004     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   102.516
     4 -0.19810485D+05   41.7902944    0.0021051    137.289    13.794    EM
                                                    100.938    19.175
                                                      2.326    11.222
                                                    151.320    14.519
                                                     56.910   100.888
                                                      9.945    59.431
                                                      8.323     1.318
                                                      5.207    44.238
                                                      5.092    14.963
                                                    227.610    19.820
                                                    131.355    18.432
                                                      2.823    11.785
                                                     87.979     8.898
                                                     27.190   606.294
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     12.277     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    88.640
     5 -0.19777028D+05   33.4569295    0.0016888    148.012    12.375    EM
                                                     97.413    15.714
                                                      2.113    10.286
                                                    145.574    14.432
                                                     53.811   109.834
                                                      9.477    61.669
                                                      9.348     1.756
                                                      7.054    48.082
                                                      6.056    17.319
                                                    228.014    17.203
                                                    125.029    17.693
                                                      3.283    13.498
                                                     81.585     8.983
                                                     26.769   612.595
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     16.623     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    78.397
     6 -0.19750097D+05   26.9308630    0.0013617    156.647    11.444    EM
                                                     94.221    13.047
                                                      1.969     9.592
                                                    138.473    14.483
                                                     50.881   117.242
                                                      9.031    62.601
                                                     10.469     2.263
                                                      9.307    51.367
                                                      6.977    19.320
                                                    227.377    15.299
                                                    118.530    17.294
                                                      3.803    15.539
                                                     75.502     8.999
                                                     25.890   620.657
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     21.348     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    70.430
     7 -0.19730667D+05   19.4296579    0.0009838    163.831    10.846    EM
                                                     91.410    10.994
                                                      1.855     9.071
                                                    131.317    14.629
                                                     48.272   122.773
                                                      8.615    62.375
                                                     11.472     2.752
                                                     11.736    53.693
                                                      7.746    20.751
                                                    226.724    13.963
                                                    112.594    17.144
                                                      4.314    17.817
                                                     70.134     8.986
                                                     24.870   629.381
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     25.764     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    64.169
     8 -0.19717992D+05   12.6752906    0.0006424    170.036    10.472    EM
                                                     88.961     9.404
                                                      1.745     8.647
                                                    124.740    14.818
                                                     46.009   126.679
                                                      8.259    61.381
                                                     12.258     3.168
                                                     14.116    55.019
                                                      8.344    21.609
                                                    226.458    13.050
                                                    107.441    17.183
                                                      4.765    20.223
                                                     65.587     8.974
                                                     23.874   638.027
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     29.497     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    59.258
     9 -0.19709916D+05    8.0756943    0.0004096    175.531    10.243    EM
                                                     86.813     8.154
                                                      1.626     8.263
                                                    118.922    15.013
                                                     44.037   129.487
                                                      7.976    60.024
                                                     12.829     3.494
                                                     16.316    55.560
                                                      8.807    22.027
                                                    226.594    12.431
                                                    103.017    17.361
                                                      5.130    22.662
                                                     61.791     8.975
                                                     22.957   646.140
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     32.416     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    55.404
    10 -0.19704445D+05    5.4714167    0.0002776    180.448    10.107    EM
                                                     84.895     7.149
                                                      1.499     7.885
                                                    113.818    15.194
                                                     42.290   131.675
                                                      7.763    58.576
                                                     13.232     3.740
                                                     18.294    55.593
                                                      9.182    22.164
                                                    226.995    12.007
                                                     99.182    17.630
                                                      5.413    25.068
                                                     58.616     8.989
                                                     22.128   653.560
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     34.538     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    52.373


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23831157D+05    0.0000000    0.0000000     19.184    50.979    EM
                                                     14.917    46.161
                                                     66.548    21.698
                                                     10.661    21.603
                                                      7.662    56.694
                                                     75.128    23.595
                                                     79.818    88.483
                                                     32.354    25.573
                                                     32.747    14.590
                                                     31.687    36.985
                                                     13.591    53.379
                                                     51.925    22.164
                                                     18.809    21.013
                                                      9.304   172.659
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    796.351     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    83.737
     2 -0.19805263D+05 4025.8941789    0.1689341     22.430    49.261    EM
                                                     10.061    48.071
                                                     64.990    14.609
                                                      5.752    13.377
                                                      4.260    60.093
                                                     85.915    17.768
                                                     88.566    96.981
                                                     23.810    18.567
                                                     25.551    11.519
                                                     43.184    54.558
                                                     13.980    82.222
                                                     83.516    25.159
                                                     23.764    30.911
                                                     14.074   199.505
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    689.165     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    78.378
     3 -0.19632410D+05  172.8529602    0.0087276     26.484    47.156    EM
                                                      8.915    50.695
                                                     59.602    14.084
                                                      4.842    11.890
                                                      3.842    61.441
                                                     89.112    17.505
                                                     89.848    92.888
                                                     24.223    17.251
                                                     25.816    12.594
                                                     43.197    57.148
                                                     13.890    97.382
                                                     96.410    31.196
                                                     24.504    36.947
                                                     18.112   160.890
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    681.886     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    80.249
     4 -0.19591257D+05   41.1536263    0.0020962     28.140    46.603    EM
                                                      8.412    49.986
                                                     56.563    14.396
                                                      3.981    10.825
                                                      3.598    60.533
                                                     87.877    16.469
                                                     87.215    89.031
                                                     24.942    15.897
                                                     26.390    13.320
                                                     42.973    57.221
                                                     13.030   109.187
                                                    107.091    36.935
                                                     24.291    41.737
                                                     21.319   153.164
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    659.549     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    89.322
     5 -0.19570765D+05   20.4916691    0.0010460     29.561    46.252    EM
                                                      8.178    48.379
                                                     53.704    14.764
                                                      3.461    10.183
                                                      3.485    59.855
                                                     85.911    15.706
                                                     83.983    85.733
                                                     25.742    14.967
                                                     27.259    13.854
                                                     42.563    56.082
                                                     12.202   118.252
                                                    114.989    42.048
                                                     23.807    45.423
                                                     23.707   149.761
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    641.605     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    98.587
     6 -0.19557634D+05   13.1309460    0.0006709     30.830    45.933    EM
                                                      8.095    46.493
                                                     51.064    15.153
                                                      3.152     9.811
                                                      3.442    59.178
                                                     83.447    15.130
                                                     80.515    82.598
                                                     26.516    14.352
                                                     28.184    14.244
                                                     42.266    54.648
                                                     11.571   125.271
                                                    120.924    46.702
                                                     23.454    48.415
                                                     25.501   148.729
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    626.929     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   107.457
     7 -0.19548132D+05    9.5022051    0.0004859     31.972    45.557    EM
                                                      8.097    44.577
                                                     48.605    15.517
                                                      2.968     9.609
                                                      3.432    58.476
                                                     80.680    14.691
                                                     77.047    79.502
                                                     27.199    13.953
                                                     29.082    14.526
                                                     42.143    53.227
                                                     11.130   130.800
                                                    125.453    50.978
                                                     23.300    50.978
                                                     26.858   148.983
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    614.890     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   115.771
     8 -0.19540872D+05    7.2595055    0.0003714     32.997    45.099    EM
                                                      8.155    42.748
                                                     46.317    15.838
                                                      2.864     9.520
                                                      3.440    57.747
                                                     77.756    14.357
                                                     73.696    76.419
                                                     27.762    13.708
                                                     29.926    14.722
                                                     42.189    51.924
                                                     10.849   135.225
                                                    128.917    54.923
                                                     23.316    53.235
                                                     27.871   149.981
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    604.994     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   123.502
     9 -0.19535173D+05    5.6993142    0.0002917     33.913    44.565    EM
                                                      8.251    41.057
                                                     44.199    16.112
                                                      2.814     9.512
                                                      3.457    57.005
                                                     74.788    14.107
                                                     70.519    73.364
                                                     28.199    13.577
                                                     30.714    14.850
                                                     42.382    50.765
                                                     10.696   138.817
                                                    131.537    58.565
                                                     23.461    55.248
                                                     28.604   151.422
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    596.848     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   130.653
    10 -0.19530622D+05    4.5509849    0.0002330     34.729    43.969    EM
                                                      8.376    39.522
                                                     42.247    16.342
                                                      2.802     9.562
                                                      3.480    56.263
                                                     71.855    13.927
                                                     67.541    70.356
                                                     28.512    13.532
                                                     31.450    14.925
                                                     42.698    49.746
                                                     10.646   141.773
                                                    133.468    61.921
                                                     23.696    57.050
                                                     29.107   153.124
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    590.136     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   137.242


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21571583D+05    0.0000000    0.0000000     63.603    46.651    EM
                                                     43.990    47.723
                                                     29.657    29.145
                                                     45.348    29.063
                                                     28.042    82.191
                                                     46.203    49.714
                                                     46.608    22.865
                                                     26.867    48.435
                                                     27.616    27.190
                                                     59.698    36.486
                                                     37.084    36.305
                                                     21.784    22.308
                                                     36.404    21.768
                                                     20.904   572.423
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    205.784     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   188.140
     2 -0.19933097D+05 1638.4864006    0.0759558     68.820    39.730    EM
                                                     43.153    44.309
                                                     21.721    25.144
                                                     45.459    24.372
                                                     25.059   102.484
                                                     51.521    60.147
                                                     48.179    22.514
                                                     27.922    58.453
                                                     30.297    31.046
                                                     65.608    34.152
                                                     39.265    35.109
                                                     18.079    20.771
                                                     37.670    19.507
                                                     20.086   535.400
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    210.432     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   193.589
     3 -0.19789353D+05  143.7442789    0.0072113     70.553    34.820    EM
                                                     41.420    39.791
                                                     16.557    20.877
                                                     43.980    20.625
                                                     22.074   127.710
                                                     55.440    70.352
                                                     51.762    21.986
                                                     28.181    67.699
                                                     30.611    32.762
                                                     73.035    32.399
                                                     40.982    34.488
                                                     15.511    18.939
                                                     38.804    17.427
                                                     18.834   533.430
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    200.825     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   178.124
     4 -0.19729869D+05   59.4836366    0.0030058     72.213    31.761    EM
                                                     40.408    36.407
                                                     13.514    17.995
                                                     43.137    18.328
                                                     20.118   149.146
                                                     57.428    78.095
                                                     54.788    21.472
                                                     28.178    74.637
                                                     30.166    33.391
                                                     78.574    30.780
                                                     41.890    33.606
                                                     13.630    17.343
                                                     39.246    15.793
                                                     17.629   530.508
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    195.777     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   164.041
     5 -0.19704095D+05   25.7742987    0.0013064     74.211    29.776    EM
                                                     40.129    34.131
                                                     11.650    16.162
                                                     43.118    16.975
                                                     19.023   165.092
                                                     58.141    83.730
                                                     56.941    20.966
                                                     28.080    79.429
                                                     29.527    33.569
                                                     82.162    29.340
                                                     42.372    32.542
                                                     12.188    16.044
                                                     39.275    14.576
                                                     16.680   528.117
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    192.377     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   153.677
     6 -0.19692320D+05   11.7750868    0.0005976     76.413    28.497    EM
                                                     40.336    32.619
                                                     10.470    14.982
                                                     43.608    16.201
                                                     18.452   175.953
                                                     58.095    87.612
                                                     58.423    20.510
                                                     27.939    82.439
                                                     28.857    33.458
                                                     84.415    28.175
                                                     42.663    31.492
                                                     11.099    15.018
                                                     39.107    13.699
                                                     15.963   526.870
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    190.457     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   146.177
     7 -0.19686246D+05    6.0733372    0.0003084     78.622    27.684    EM
                                                     40.827    31.584
                                                      9.686    14.190
                                                     44.342    15.780
                                                     18.183   182.993
                                                     57.662    90.222
                                                     59.479    20.108
                                                     27.786    84.179
                                                     28.222    33.179
                                                     85.825    27.268
                                                     42.869    30.535
                                                     10.267    14.202
                                                     38.852    13.068
                                                     15.415   526.619
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    189.746     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   140.606
     8 -0.19682651D+05    3.5955820    0.0001826     80.722    27.179    EM
                                                     41.466    30.850
                                                      9.134    13.630
                                                     45.162    15.572
                                                     18.084   187.442
                                                     57.071    91.976
                                                     60.287    19.749
                                                     27.637    85.086
                                                     27.649    32.815
                                                     86.707    26.568
                                                     43.033    29.688
                                                      9.612    13.539
                                                     38.566    12.606
                                                     14.985   526.977
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    189.894     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   136.316
     9 -0.19680266D+05    2.3851994    0.0001212     82.661    26.877    EM
                                                     42.172    30.315
                                                      8.722    13.215
                                                     45.989    15.494
                                                     18.079   190.222
                                                     56.451    93.176
                                                     60.956    19.420
                                                     27.497    85.473
                                                     27.146    32.419
                                                     87.254    26.024
                                                     43.171    28.949
                                                      9.079    12.989
                                                     38.273    12.261
                                                     14.637   527.591
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    190.587     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   132.904
    10 -0.19678551D+05    1.7149837    0.0000871     84.427    26.709    EM
                                                     42.894    29.919
                                                      8.397    12.895
                                                     46.781    15.496
                                                     18.126   191.954
                                                     55.867    94.020
                                                     61.549    19.112
                                                     27.369    85.548
                                                     26.715    32.024
                                                     87.585    25.598
                                                     43.288    28.308
                                                      8.630    12.522
                                                     37.988    11.998
                                                     14.350   528.218
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    191.596     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   130.118


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.31371120D+05    0.0000000    0.0000000     21.689    35.622    EM
                                                     30.840    34.255
                                                     45.782    38.797
                                                     34.698    41.220
                                                     25.783    39.180
                                                     48.979    48.313
                                                     54.311    48.092
                                                     60.786    51.440
                                                     63.391    41.303
                                                     59.004    58.465
                                                     48.309    69.843
                                                     78.339    68.694
                                                     42.454    53.951
                                                     12.842   195.205
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    432.829     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   115.582
     2 -0.20070511D+05 ************    0.3602233     23.089    30.999    EM
                                                     25.394    31.905
                                                     40.059    31.374
                                                     32.085    36.953
                                                     15.013    48.170
                                                     55.440    44.404
                                                     60.378    56.276
                                                     53.494    60.064
                                                     66.745    30.005
                                                     73.200    66.302
                                                     61.316    84.201
                                                     78.394    81.289
                                                     38.762    46.391
                                                     19.771   235.196
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    378.015     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    95.320
     3 -0.19819927D+05  250.5841427    0.0124852     26.506    29.774    EM
                                                     24.112    31.232
                                                     36.180    27.802
                                                     28.017    32.517
                                                     12.637    55.407
                                                     56.224    42.027
                                                     62.163    54.824
                                                     48.668    57.932
                                                     62.703    27.446
                                                     85.706    69.186
                                                     62.108    97.028
                                                     81.130    84.199
                                                     39.633    47.326
                                                     21.335   235.227
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    357.133     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   103.818
     4 -0.19726956D+05   92.9708939    0.0046908     29.953    29.330    EM
                                                     23.051    30.823
                                                     33.468    25.356
                                                     24.309    29.150
                                                     11.232    60.375
                                                     55.549    39.361
                                                     62.226    52.641
                                                     44.410    53.948
                                                     58.429    25.590
                                                     95.248    69.927
                                                     60.095   107.410
                                                     83.567    85.114
                                                     40.224    48.551
                                                     22.677   238.660
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    343.441     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   115.888
     5 -0.19668399D+05   58.5573811    0.0029684     33.554    29.377    EM
                                                     22.091    30.826
                                                     31.578    23.510
                                                     21.046    26.427
                                                     10.187    63.797
                                                     54.437    36.589
                                                     61.434    50.490
                                                     40.454    49.222
                                                     54.265    23.835
                                                    101.694    69.339
                                                     56.556   116.006
                                                     85.489    84.276
                                                     40.475    49.495
                                                     23.707   244.568
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    336.304     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   128.972
     6 -0.19622745D+05   45.6537125    0.0023212     37.023    29.735    EM
                                                     21.277    31.178
                                                     30.291    22.073
                                                     18.316    24.190
                                                      9.351    65.881
                                                     53.190    33.984
                                                     60.197    48.495
                                                     36.893    44.480
                                                     50.349    22.099
                                                    105.323    68.049
                                                     52.525   123.220
                                                     87.021    82.163
                                                     40.586    50.134
                                                     24.378   251.176
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    334.339     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   142.082
     7 -0.19587471D+05   35.2736838    0.0017976     40.095    30.241    EM
                                                     20.651    31.766
                                                     29.416    20.941
                                                     16.161    22.382
                                                      8.673    66.811
                                                     51.879    31.735
                                                     58.738    46.622
                                                     33.817    40.175
                                                     46.821    20.448
                                                    106.708    66.471
                                                     48.698   129.292
                                                     88.311    79.417
                                                     40.687    50.601
                                                     24.725   256.957
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    336.331     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   154.432
     8 -0.19562049D+05   25.4221476    0.0012979     42.643    30.770    EM
                                                     20.210    32.470
                                                     28.802    20.050
                                                     14.540    20.968
                                                      8.123    66.826
                                                     50.512    29.898
                                                     57.164    44.814
                                                     31.235    36.510
                                                     43.774    18.952
                                                    106.530    64.853
                                                     45.422   134.392
                                                     89.441    76.611
                                                     40.824    51.028
                                                     24.816   261.203
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    341.129     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   165.488
     9 -0.19544788D+05   17.2606194    0.0008824     44.660    31.244    EM
                                                     19.926    33.189
                                                     28.344    19.356
                                                     13.359    19.897
                                                      7.674    66.193
                                                     49.103    28.437
                                                     55.530    43.030
                                                     29.089    33.514
                                                     41.230    17.646
                                                    105.408    63.319
                                                     42.795   138.687
                                                     90.437    74.124
                                                     41.000    51.495
                                                     24.729   263.853
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    347.703     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   175.029
    10 -0.19533462D+05   11.3262698    0.0005795     46.201    31.628    EM
                                                     19.764    33.857
                                                     27.970    18.825
                                                     12.507    19.103
                                                      7.303    65.149
                                                     47.678    27.286
                                                     53.862    41.255
                                                     27.302    31.125
                                                     39.163    16.524
                                                    103.804    61.913
                                                     40.770   142.333
                                                     91.302    72.130
                                                     41.205    52.034
                                                     24.531   265.152
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    355.249     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   183.074


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.33091496D+05    0.0000000    0.0000000     13.451    23.464    EM
                                                     58.067    27.363
                                                     24.042    41.909
                                                     68.608    56.858
                                                    106.220    27.602
                                                     26.415    50.113
                                                     21.353     8.996
                                                     26.732    53.676
                                                     35.779    55.160
                                                     62.346    53.043
                                                    116.863    52.089
                                                     34.502    63.202
                                                    116.588    65.122
                                                     50.841   121.062
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     80.964     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   457.569
     2 -0.20509307D+05 ************    0.3802242     20.021    24.406    EM
                                                     47.736    34.127
                                                     24.325    45.661
                                                     81.149    62.080
                                                     90.091    22.859
                                                     26.954    50.558
                                                     15.462    10.440
                                                     19.394    49.005
                                                     38.335    51.560
                                                     55.759    65.945
                                                    125.577    53.443
                                                     37.251    71.377
                                                    103.045    76.363
                                                     84.061   132.885
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     93.173     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   386.958
     3 -0.20111703D+05  397.6041151    0.0193865     17.360    23.102    EM
                                                     43.157    33.898
                                                     27.233    43.949
                                                     84.267    67.671
                                                     88.262    18.980
                                                     25.545    46.355
                                                     15.408    12.339
                                                     19.349    43.962
                                                     37.242    46.855
                                                     54.553    72.745
                                                    135.610    56.332
                                                     45.306    76.154
                                                    103.473    86.193
                                                     88.096   106.446
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    109.022     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   371.138
     4 -0.19978265D+05  133.4384546    0.0066349     15.570    22.140    EM
                                                     41.027    32.995
                                                     30.227    42.569
                                                     85.625    72.380
                                                     88.773    15.864
                                                     22.901    41.653
                                                     15.096    13.824
                                                     19.395    38.632
                                                     34.172    41.920
                                                     53.847    76.950
                                                    143.013    57.814
                                                     53.119    78.530
                                                    104.088    93.418
                                                     91.117    95.635
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    123.396     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   354.309
     5 -0.19917322D+05   60.9429057    0.0030505     14.483    21.457    EM
                                                     40.060    32.168
                                                     33.412    41.862
                                                     87.376    76.626
                                                     90.525    13.545
                                                     20.166    37.686
                                                     14.794    15.174
                                                     19.611    34.520
                                                     31.129    38.007
                                                     52.973    78.768
                                                    148.486    57.880
                                                     60.175    79.557
                                                    103.801    97.566
                                                     93.413    89.609
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    137.405     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   337.764
     6 -0.19883818D+05   33.5043707    0.0016822     13.836    20.947    EM
                                                     39.659    31.513
                                                     36.886    41.693
                                                     89.340    80.597
                                                     92.754    11.821
                                                     17.770    34.375
                                                     14.594    16.610
                                                     19.974    31.510
                                                     28.731    35.201
                                                     51.917    78.626
                                                    151.896    57.103
                                                     66.682    80.095
                                                    102.601    99.592
                                                     94.983    86.554
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    150.914     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   321.224
     7 -0.19860646D+05   23.1719522    0.0011654     13.439    20.538    EM
                                                     39.470    31.052
                                                     40.770    41.984
                                                     91.104    84.452
                                                     94.987    10.495
                                                     15.795    31.540
                                                     14.495    18.229
                                                     20.489    29.258
                                                     27.042    33.283
                                                     50.621    77.133
                                                    153.092    55.920
                                                     73.015    80.615
                                                    100.468   100.470
                                                     95.821    85.216
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    164.123     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   305.083
     8 -0.19841808D+05   18.8374326    0.0009485     13.201    20.202    EM
                                                     39.344    30.769
                                                     45.133    42.673
                                                     92.411    88.325
                                                     96.959     9.444
                                                     14.197    29.062
                                                     14.471    20.055
                                                     21.150    27.516
                                                     25.989    32.024
                                                     49.086    74.753
                                                    152.124    54.558
                                                     79.392    81.293
                                                     97.422   100.783
                                                     95.957    85.087
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    177.076     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   289.546
     9 -0.19824910D+05   16.8985349    0.0008517     13.090    19.934    EM
                                                     39.254    30.633
                                                     50.005    43.703
                                                     93.163    92.328
                                                     98.546     8.599
                                                     12.909    26.876
                                                     14.500    22.093
                                                     21.949    26.140
                                                     25.489    31.265
                                                     47.352    71.767
                                                    149.162    53.099
                                                     85.841    82.138
                                                     93.510   100.774
                                                     95.417    86.068
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    189.758     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   274.638
    10 -0.19808581D+05   16.3282066    0.0008236     13.108    19.748    EM
                                                     39.241    30.616
                                                     55.394    45.034
                                                     93.363    96.557
                                                     99.716     7.914
                                                     11.868    24.941
                                                     14.569    24.345
                                                     22.876    25.047
                                                     25.479    30.909
                                                     45.464    68.342
                                                    144.403    51.543
                                                     92.233    83.064
                                                     88.796   100.482
                                                     94.201    88.279
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    202.152     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   260.317


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.25785384D+05    0.0000000    0.0000000     63.054   102.041    EM
                                                     49.366    98.688
                                                     65.739    23.883
                                                     40.537    27.476
                                                     12.922   152.166
                                                    102.169    32.343
                                                    112.260    30.823
                                                     12.590    43.643
                                                     14.741     6.352
                                                     52.681    29.314
                                                     13.632    26.849
                                                     10.402     5.019
                                                     11.984     3.595
                                                      1.084   567.488
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    277.408     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     9.752
     2 -0.20111151D+05 5674.2333760    0.2200562     88.179    96.059    EM
                                                     36.798   115.944
                                                     49.088    15.980
                                                     40.773    19.697
                                                      9.134   185.164
                                                    133.818    41.288
                                                    126.691    41.248
                                                     12.764    45.877
                                                     15.172     5.993
                                                     43.906    29.363
                                                     12.482    21.807
                                                      7.391     3.055
                                                      7.776     2.378
                                                      1.233   519.761
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    265.427     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     5.756
     3 -0.19874025D+05  237.1260983    0.0117908    101.434    93.304    EM
                                                     32.507   116.746
                                                     41.247    11.810
                                                     40.521    15.947
                                                      8.414   214.078
                                                    147.390    43.980
                                                    140.754    43.604
                                                     11.196    49.402
                                                     14.575     6.288
                                                     40.749    26.476
                                                     10.968    18.845
                                                      5.637     1.981
                                                      6.318     1.731
                                                      1.065   493.866
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    255.547     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     3.621
     4 -0.19793512D+05   80.5126762    0.0040512    111.116    89.154    EM
                                                     30.530   111.062
                                                     35.091     9.610
                                                     40.870    13.543
                                                      8.477   234.413
                                                    150.424    45.686
                                                    148.214    44.264
                                                     10.504    53.535
                                                     14.140     7.073
                                                     40.252    24.595
                                                     10.378    17.290
                                                      4.744     1.559
                                                      5.984     1.462
                                                      1.072   480.590
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    250.458     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     3.908
     5 -0.19746070D+05   47.4415588    0.0023968    119.600    84.935    EM
                                                     29.428   103.380
                                                     30.624     8.164
                                                     41.460    11.892
                                                      8.805   248.369
                                                    147.928    46.637
                                                    151.226    44.405
                                                     10.048    57.431
                                                     13.778     8.069
                                                     40.774    23.319
                                                     10.184    16.485
                                                      4.292     1.353
                                                      5.988     1.323
                                                      1.151   475.185
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    249.171     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     4.597
     6 -0.19710708D+05   35.3618654    0.0017908    127.062    81.026    EM
                                                     28.732    95.348
                                                     27.322     7.164
                                                     42.007    10.724
                                                      9.254   257.943
                                                    142.806    46.976
                                                    151.391    44.219
                                                      9.716    61.046
                                                     13.514     9.201
                                                     41.928    22.515
                                                     10.217    16.227
                                                      4.114     1.258
                                                      6.178     1.262
                                                      1.280   474.036
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    249.908     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     5.627
     7 -0.19683303D+05   27.4059438    0.0013904    133.420    77.596    EM
                                                     28.252    87.800
                                                     24.831     6.479
                                                     42.413     9.908
                                                      9.792   264.346
                                                    136.781    46.834
                                                    149.861    43.799
                                                      9.499    64.460
                                                     13.385    10.445
                                                     43.494    22.081
                                                     10.403    16.416
                                                      4.124     1.237
                                                      6.515     1.259
                                                      1.457   474.623
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    251.425     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     7.069
     8 -0.19662185D+05   21.1174926    0.0010729    138.605    74.671    EM
                                                     27.916    81.077
                                                     22.906     6.040
                                                     42.703     9.359
                                                     10.420   268.274
                                                    130.778    46.390
                                                    147.400    43.220
                                                      9.421    67.770
                                                     13.408    11.813
                                                     45.315    21.933
                                                     10.717    16.980
                                                      4.272     1.278
                                                      7.004     1.306
                                                      1.692   475.276
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    253.001     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     9.056
     9 -0.19645533D+05   16.6517089    0.0008469    142.606    72.196    EM
                                                     27.714    75.215
                                                     21.368     5.801
                                                     42.943     9.012
                                                     11.139   270.203
                                                    125.218    45.846
                                                    144.490    42.544
                                                      9.514    71.027
                                                     13.571    13.322
                                                     47.250    21.993
                                                     11.150    17.839
                                                      4.520     1.380
                                                      7.664     1.401
                                                      1.997   475.008
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    254.315     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    11.756
    10 -0.19631673D+05   13.8604436    0.0007055    145.484    70.095    EM
                                                     27.654    70.112
                                                     20.094     5.731
                                                     43.177     8.813
                                                     11.924   270.540
                                                    120.244    45.378
                                                    141.422    41.818
                                                      9.801    74.210
                                                     13.842    14.959
                                                     49.146    22.183
                                                     11.685    18.889
                                                      4.833     1.542
                                                      8.503     1.542
                                                      2.377   473.395
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    255.301     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    15.307


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.24826149D+05    0.0000000    0.0000000     18.233    23.320    EM
                                                     35.517    25.098
                                                     29.563    52.289
                                                     37.999    51.761
                                                     67.642    22.318
                                                     27.736    46.876
                                                     28.092    33.331
                                                     69.498    47.099
                                                     67.292    96.693
                                                     23.973    36.019
                                                     42.952    34.398
                                                     52.046    68.851
                                                     41.209    69.651
                                                     38.646   164.099
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    299.981     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   347.817
     2 -0.20040315D+05 4785.8339590    0.1927739     19.302    26.314    EM
                                                     38.552    28.381
                                                     37.408    66.274
                                                     44.042    67.558
                                                     87.220    20.130
                                                     27.603    44.288
                                                     28.187    39.241
                                                     74.901    49.555
                                                     81.644   105.185
                                                     18.921    30.080
                                                     42.903    28.993
                                                     47.998    72.360
                                                     36.073    64.468
                                                     49.739   166.124
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    269.022     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   287.536
     3 -0.19871114D+05  169.2011120    0.0084430     20.456    27.518    EM
                                                     42.072    28.967
                                                     39.449    76.889
                                                     47.853    78.653
                                                    103.445    18.815
                                                     25.617    43.579
                                                     26.097    38.097
                                                     78.336    51.025
                                                     90.648   116.308
                                                     16.007    25.731
                                                     40.684    25.726
                                                     44.042    73.816
                                                     33.141    62.713
                                                     53.629   174.613
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    244.812     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   251.264
     4 -0.19806856D+05   64.2574931    0.0032337     20.887    28.513    EM
                                                     43.962    28.924
                                                     42.308    85.974
                                                     48.187    87.057
                                                    113.344    17.003
                                                     23.516    40.968
                                                     23.950    37.797
                                                     80.439    49.266
                                                     96.321   122.346
                                                     13.844    22.851
                                                     37.313    23.610
                                                     43.025    75.694
                                                     30.477    63.277
                                                     57.205   187.057
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    229.921     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   224.966
     5 -0.19765970D+05   40.8863748    0.0020643     20.929    29.585    EM
                                                     44.991    28.578
                                                     45.682    93.497
                                                     46.581    93.513
                                                    118.014    15.248
                                                     21.714    37.643
                                                     22.149    38.122
                                                     81.547    46.415
                                                    100.581   124.903
                                                     12.232    20.775
                                                     33.810    22.264
                                                     43.448    78.061
                                                     28.131    64.851
                                                     60.461   199.793
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    221.290     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   205.193
     6 -0.19735044D+05   30.9256357    0.0015646     20.687    30.815    EM
                                                     45.655    28.147
                                                     49.291    99.564
                                                     44.253    98.487
                                                    119.357    13.699
                                                     20.284    34.365
                                                     20.781    38.808
                                                     82.023    43.645
                                                    104.201   125.637
                                                     10.986    19.253
                                                     30.708    21.397
                                                     44.527    80.512
                                                     26.221    66.822
                                                     63.194   210.747
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    216.090     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   189.842
     7 -0.19713263D+05   21.7808820    0.0011037     20.283    32.223    EM
                                                     46.201    27.821
                                                     52.863   104.322
                                                     41.949   102.263
                                                    118.875    12.381
                                                     19.228    31.526
                                                     19.820    39.639
                                                     82.067    41.411
                                                    107.406   125.517
                                                     10.007    18.214
                                                     28.264    20.871
                                                     45.878    82.758
                                                     24.796    68.880
                                                     65.372   219.040
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    212.413     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   177.711
     8 -0.19699370D+05   13.8935754    0.0007048     19.827    33.776    EM
                                                     46.728    27.684
                                                     56.184   107.971
                                                     40.000   105.082
                                                    117.550    11.270
                                                     18.492    29.217
                                                     19.178    40.468
                                                     81.786    39.755
                                                    110.240   125.032
                                                      9.234    17.595
                                                     26.485    20.607
                                                     47.311    84.686
                                                     23.810    70.880
                                                     67.085   224.850
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    209.166     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   168.050
     9 -0.19690838D+05    8.5313670    0.0004331     19.378    35.421    EM
                                                     47.262    27.725
                                                     59.143   110.729
                                                     38.472   107.182
                                                    115.948    10.325
                                                     17.991    27.369
                                                     18.756    41.214
                                                     81.262    38.566
                                                    112.716   124.415
                                                      8.623    17.308
                                                     25.248    20.541
                                                     48.738    86.312
                                                     23.165    72.764
                                                     68.451   228.842
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    205.855     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   160.278
    10 -0.19685442D+05    5.3968070    0.0002741     18.954    37.109    EM
                                                     47.803    27.891
                                                     61.713   112.789
                                                     37.316   108.780
                                                    114.357     9.512
                                                     17.646    25.870
                                                     18.479    41.845
                                                     80.573    37.716
                                                    114.858   123.768
                                                      8.137    17.267
                                                     24.412    20.621
                                                     50.121    87.698
                                                     22.765    74.505
                                                     69.564   231.674
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    202.342     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   153.914


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.33428192D+05    0.0000000    0.0000000     21.559    52.422    EM
                                                     61.571    51.227
                                                     56.882    69.805
                                                     57.725    69.775
                                                     58.747    45.602
                                                     51.294    56.830
                                                     51.168    33.569
                                                     54.532    49.214
                                                     56.331    45.066
                                                     43.083    52.241
                                                     38.693    65.014
                                                     62.989    48.683
                                                     38.271    50.721
                                                     16.083   194.032
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    302.120     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   144.749
     2 -0.20423760D+05 ************    0.3890259     30.493    52.759    EM
                                                     53.515    65.956
                                                     65.339    79.666
                                                     62.195    83.331
                                                     60.128    34.587
                                                     55.871    53.567
                                                     46.406    44.220
                                                     50.225    45.229
                                                     60.193    40.175
                                                     27.886    46.517
                                                     42.258    56.757
                                                     56.164    60.294
                                                     29.383    41.841
                                                     27.012   195.232
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    295.207     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   137.596
     3 -0.19946742D+05  477.0186600    0.0233561     32.933    56.276    EM
                                                     55.996    72.600
                                                     74.416    93.677
                                                     62.177    89.972
                                                     69.586    29.177
                                                     51.152    46.813
                                                     41.509    44.254
                                                     48.976    37.546
                                                     57.637    40.603
                                                     21.713    38.468
                                                     34.284    48.968
                                                     52.496    60.945
                                                     25.094    40.303
                                                     29.991   202.411
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    292.530     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   147.499
     4 -0.19724894D+05  221.8479627    0.0111220     34.746    59.597    EM
                                                     57.906    75.610
                                                     83.005   108.208
                                                     58.554    91.935
                                                     77.953    24.961
                                                     45.856    40.240
                                                     37.198    43.243
                                                     47.878    31.838
                                                     54.234    41.045
                                                     17.316    31.862
                                                     26.816    42.332
                                                     48.899    59.012
                                                     22.195    38.824
                                                     32.157   212.820
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    293.251     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   160.509
     5 -0.19613092D+05  111.8014599    0.0056680     35.845    62.392    EM
                                                     58.489    76.754
                                                     90.284   120.593
                                                     53.549    89.708
                                                     83.248    21.944
                                                     41.844    35.169
                                                     33.967    42.211
                                                     46.905    28.107
                                                     51.019    41.507
                                                     14.135    27.054
                                                     21.232    37.336
                                                     45.801    56.169
                                                     20.451    37.475
                                                     33.856   220.763
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    298.795     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   173.399
     6 -0.19562387D+05   50.7057888    0.0025853     36.331    64.578    EM
                                                     58.089    77.226
                                                     95.883   129.949
                                                     48.938    85.057
                                                     85.682    19.906
                                                     39.171    31.608
                                                     31.570    41.218
                                                     46.012    25.783
                                                     48.242    42.048
                                                     11.928    23.767
                                                     17.448    33.675
                                                     43.270    53.201
                                                     19.490    36.344
                                                     35.280   225.872
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    307.627     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   184.807
     7 -0.19539391D+05   22.9959212    0.0011755     36.386    66.183    EM
                                                     57.182    77.495
                                                     99.995   136.683
                                                     45.289    79.779
                                                     86.333    18.503
                                                     37.426    29.141
                                                     29.691    40.199
                                                     45.109    24.339
                                                     45.929    42.638
                                                     10.405    21.535
                                                     14.931    30.939
                                                     41.182    50.452
                                                     18.992    35.415
                                                     36.527   229.052
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    317.946     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   194.323
     8 -0.19528100D+05   11.2908924    0.0005779     36.148    67.303    EM
                                                     56.080    77.677
                                                    102.974   141.540
                                                     42.557    74.870
                                                     86.108    17.486
                                                     36.253    27.395
                                                     28.136    39.126
                                                     44.156    23.437
                                                     44.029    43.223
                                                      9.327    19.983
                                                     13.221    28.834
                                                     39.412    48.040
                                                     18.754    34.635
                                                     37.622   231.034
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    328.685     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   201.956
     9 -0.19521981D+05    6.1189888    0.0003133     35.711    68.042    EM
                                                     54.942    77.806
                                                    105.111   145.137
                                                     40.547    70.661
                                                     85.533    16.706
                                                     35.435    26.123
                                                     26.803    37.999
                                                     43.157    22.875
                                                     42.463    43.765
                                                      8.536    18.869
                                                     12.025    27.175
                                                     37.873    45.985
                                                     18.663    33.960
                                                     38.572   232.242
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    339.354     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   207.930
    10 -0.19518333D+05    3.6474652    0.0001868     35.140    68.495    EM
                                                     53.842    77.897
                                                    106.615   147.902
                                                     39.072    67.156
                                                     84.860    16.083
                                                     34.848    25.174
                                                     25.632    36.828
                                                     42.133    22.529
                                                     41.155    44.249
                                                      7.938    18.049
                                                     11.163    25.840
                                                     36.511    44.260
                                                     18.656    33.364
                                                     39.392   232.919
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    349.752     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   212.544


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.27123019D+05    0.0000000    0.0000000     59.741    59.973    EM
                                                     75.823    60.780
                                                     29.768    42.227
                                                     79.927    36.810
                                                     48.719    53.499
                                                     28.173    36.993
                                                     26.863     7.373
                                                     15.325    35.430
                                                     17.261    18.196
                                                    114.251    62.281
                                                     74.236    67.231
                                                     31.362    28.736
                                                     72.657    29.472
                                                     18.287   537.670
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     66.356     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   164.580
     2 -0.20237436D+05 6885.5831354    0.2538649     94.202    64.962    EM
                                                     68.076    76.202
                                                     35.310    38.142
                                                     82.812    38.655
                                                     37.741    44.083
                                                     29.522    28.787
                                                     21.854    10.457
                                                      9.898    26.102
                                                     13.793    10.371
                                                    125.061    72.878
                                                     81.758    80.701
                                                     33.139    33.388
                                                     66.798    27.398
                                                     21.493   523.578
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     11.291     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   191.546
     3 -0.19876819D+05  360.6174286    0.0178193     96.190    64.385    EM
                                                     61.202    80.171
                                                     36.933    30.569
                                                     77.380    34.328
                                                     31.058    45.088
                                                     30.846    27.412
                                                     23.793    11.386
                                                      8.758    21.393
                                                     10.824     7.364
                                                    138.975    82.217
                                                     87.368    88.201
                                                     35.626    31.772
                                                     69.554    27.513
                                                     24.149   520.919
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     12.448     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   182.177
     4 -0.19763767D+05  113.0512887    0.0056876     95.928    63.868    EM
                                                     56.414    82.898
                                                     37.750    26.652
                                                     71.196    30.640
                                                     27.142    46.790
                                                     32.213    27.021
                                                     26.091    12.351
                                                      8.373    18.347
                                                      8.865     6.077
                                                    147.617    88.290
                                                     87.550    92.896
                                                     37.048    29.906
                                                     71.964    28.330
                                                     25.937   508.665
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     14.170     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   189.009
     5 -0.19717879D+05   45.8883953    0.0023218     95.659    63.036    EM
                                                     52.829    84.688
                                                     37.576    24.017
                                                     65.711    27.781
                                                     24.281    48.953
                                                     33.428    27.038
                                                     28.330    13.077
                                                      8.170    16.224
                                                      7.547     5.325
                                                    153.391    91.664
                                                     86.072    96.116
                                                     37.395    28.123
                                                     73.976    29.205
                                                     27.061   500.170
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     15.706     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   197.452
     6 -0.19697833D+05   20.0461540    0.0010166     95.718    61.916    EM
                                                     50.138    85.744
                                                     36.597    22.145
                                                     61.183    25.568
                                                     22.110    51.259
                                                     34.360    27.199
                                                     30.319    13.472
                                                      8.047    14.801
                                                      6.689     4.847
                                                    157.567    93.070
                                                     84.097    98.318
                                                     36.872    26.607
                                                     75.713    29.973
                                                     27.761   495.216
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     17.071     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   205.624
     7 -0.19687580D+05   10.2526029    0.0005205     96.010    60.582    EM
                                                     48.045    86.203
                                                     35.094    20.721
                                                     57.419    23.834
                                                     20.378    53.599
                                                     35.054    27.420
                                                     32.022    13.586
                                                      7.960    13.863
                                                      6.147     4.526
                                                    160.963    93.238
                                                     82.097   100.105
                                                     35.890    25.401
                                                     77.257    30.665
                                                     28.175   492.456
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     18.274     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   213.018
     8 -0.19681283D+05    6.2971531    0.0003199     96.408    59.103    EM
                                                     46.357    86.169
                                                     33.307    19.579
                                                     54.233    22.457
                                                     18.942    55.925
                                                     35.576    27.675
                                                     33.463    13.501
                                                      7.895    13.264
                                                      5.822     4.308
                                                    163.951    92.638
                                                     80.250   101.847
                                                     34.745    24.493
                                                     78.662    31.319
                                                     28.394   490.870
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     19.355     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   219.494
     9 -0.19676687D+05    4.5959918    0.0002335     96.823    57.534    EM
                                                     44.957    85.725
                                                     31.408    18.628
                                                     51.491    21.350
                                                     17.715    58.214
                                                     35.982    27.961
                                                     34.691    13.300
                                                      7.850    12.914
                                                      5.654     4.163
                                                    166.659    91.536
                                                     78.603   103.729
                                                     33.608    23.851
                                                     79.960    31.958
                                                     28.476   489.803
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     20.377     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   225.079
    10 -0.19672760D+05    3.9266442    0.0001996     97.197    55.906    EM
                                                     43.773    84.926
                                                     29.508    17.818
                                                     49.095    20.448
                                                     16.649    60.452
                                                     36.310    28.282
                                                     35.758    13.048
                                                      7.830    12.763
                                                      5.607     4.076
                                                    169.115    90.076
                                                     77.150   105.833
                                                     32.567    23.442
                                                     81.173    32.589
                                                     28.465   488.852
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     21.419     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   229.874


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.28655653D+05    0.0000000    0.0000000     22.742    52.726    EM
                                                     40.639    63.597
                                                     50.057    57.853
                                                     48.980    50.084
                                                     34.522    44.140
                                                     45.479    39.167
                                                     48.115    21.409
                                                     56.930    45.669
                                                     52.380    36.958
                                                     72.025    75.728
                                                     63.463    82.072
                                                     78.399    57.572
                                                     68.558    63.604
                                                     22.977   204.678
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    192.682     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   206.794
     2 -0.20039174D+05 8616.4793666    0.3006904     33.157    41.821    EM
                                                     32.919    65.529
                                                     45.854    58.796
                                                     47.687    51.095
                                                     24.644    36.189
                                                     45.723    39.600
                                                     45.581    30.515
                                                     48.523    47.174
                                                     56.969    28.765
                                                     77.003    91.230
                                                     71.264    99.414
                                                     76.502    77.761
                                                     75.825    74.171
                                                     28.576   187.883
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    160.198     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   199.630
     3 -0.19800786D+05  238.3875042    0.0118961     35.037    39.381    EM
                                                     29.810    65.475
                                                     42.529    55.888
                                                     40.950    45.938
                                                     20.213    36.860
                                                     44.918    37.452
                                                     46.194    31.585
                                                     45.364    45.671
                                                     57.180    26.565
                                                     85.008    92.843
                                                     72.432   109.260
                                                     75.426    83.484
                                                     82.606    82.765
                                                     33.508   194.171
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    142.998     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   198.490
     4 -0.19718454D+05   82.3325074    0.0041580     36.672    37.614    EM
                                                     27.793    64.117
                                                     39.219    52.841
                                                     34.576    40.985
                                                     17.269    38.472
                                                     43.997    35.882
                                                     46.514    30.946
                                                     43.347    43.733
                                                     56.774    25.301
                                                     91.767    90.383
                                                     71.387   115.693
                                                     73.387    85.457
                                                     86.751    89.181
                                                     37.396   206.833
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    132.463     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   203.252
     5 -0.19676036D+05   42.4182059    0.0021512     38.028    36.032    EM
                                                     26.488    62.039
                                                     36.206    50.160
                                                     29.373    36.942
                                                     15.286    40.204
                                                     42.977    34.808
                                                     46.372    29.890
                                                     41.810    41.787
                                                     56.288    24.584
                                                     97.303    86.697
                                                     69.713   120.138
                                                     71.223    86.448
                                                     89.025    94.273
                                                     40.743   219.628
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    125.195     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   210.340
     6 -0.19652455D+05   23.5807091    0.0011984     39.129    34.589    EM
                                                     25.678    59.684
                                                     33.602    47.860
                                                     25.415    33.774
                                                     13.931    41.740
                                                     41.838    34.013
                                                     45.799    28.739
                                                     40.471    39.942
                                                     55.701    24.148
                                                    101.837    83.006
                                                     68.094   123.259
                                                     69.290    87.172
                                                     90.104    98.310
                                                     43.690   230.686
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    120.202     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   218.296
     7 -0.19638464D+05   13.9906094    0.0007119     40.074    33.301    EM
                                                     25.201    57.356
                                                     31.408    45.874
                                                     22.493    31.294
                                                     12.983    42.973
                                                     40.615    33.351
                                                     44.919    27.599
                                                     39.208    38.249
                                                     54.972    23.834
                                                    105.607    79.733
                                                     66.765   125.481
                                                     67.656    87.765
                                                     90.473   101.380
                                                     46.269   239.783
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    117.016     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   226.364
     8 -0.19629059D+05    9.4057867    0.0004789     40.942    32.180    EM
                                                     24.945    55.204
                                                     29.582    44.128
                                                     20.338    29.322
                                                     12.296    43.894
                                                     39.353    32.741
                                                     43.866    26.519
                                                     37.968    36.725
                                                     54.094    23.552
                                                    108.813    76.947
                                                     65.758   127.122
                                                     66.306    88.219
                                                     90.431   103.568
                                                     48.481   247.237
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    115.349     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   234.119
     9 -0.19621782D+05    7.2767170    0.0003707     41.771    31.218    EM
                                                     24.835    53.281
                                                     28.080    42.560
                                                     18.726    27.719
                                                     11.779    44.536
                                                     38.091    32.141
                                                     42.740    25.526
                                                     36.735    35.360
                                                     53.082    23.252
                                                    111.598    74.597
                                                     65.023   128.408
                                                     65.220    88.509
                                                     90.140   104.979
                                                     50.324   253.414
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    115.036     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   241.321
    10 -0.19615466D+05    6.3153311    0.0003219     42.573    30.402    EM
                                                     24.820    51.596
                                                     26.865    41.125
                                                     17.494    26.390
                                                     11.370    44.940
                                                     36.859    31.531
                                                     41.612    24.639
                                                     35.503    34.133
                                                     51.952    22.905
                                                    114.047    72.608
                                                     64.495   129.497
                                                     64.389    88.613
                                                     89.680   105.724
                                                     51.803   258.588
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    116.011     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   247.836


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23949697D+05    0.0000000    0.0000000     47.428    91.505    EM
                                                     32.201    79.910
                                                     85.593    45.317
                                                     36.391    47.734
                                                     15.073    76.731
                                                     66.330    34.914
                                                     71.732    37.619
                                                     38.870    38.972
                                                     39.066    17.184
                                                     40.724    58.793
                                                     18.527    46.861
                                                     47.503    21.699
                                                     19.794    22.970
                                                      5.514   426.849
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    338.570     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    49.626
     2 -0.20462371D+05 3487.3258755    0.1456104     63.763    94.776    EM
                                                     31.729    97.265
                                                     91.606    50.312
                                                     39.264    48.150
                                                     12.849    62.806
                                                     76.001    27.377
                                                     64.779    46.739
                                                     32.075    33.428
                                                     38.399    11.544
                                                     44.029    66.251
                                                     19.655    49.969
                                                     46.304    24.676
                                                     17.176    21.234
                                                      5.275   450.603
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    297.122     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    34.844
     3 -0.20114449D+05  347.9224488    0.0170030     67.380   103.433    EM
                                                     31.048   105.547
                                                    106.103    53.940
                                                     39.008    49.457
                                                     11.271    52.785
                                                     71.798    20.973
                                                     61.564    51.021
                                                     30.128    27.517
                                                     36.034     8.555
                                                     44.849    70.588
                                                     19.195    50.283
                                                     51.177    25.951
                                                     15.425    20.504
                                                      4.500   453.384
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    291.061     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    25.520
     4 -0.19935115D+05  179.3336801    0.0089157     68.150   111.946    EM
                                                     30.861   110.908
                                                    124.508    57.459
                                                     37.707    51.397
                                                     10.498    44.593
                                                     65.445    16.745
                                                     59.432    54.633
                                                     29.717    23.015
                                                     34.117     7.010
                                                     43.517    72.396
                                                     18.208    49.358
                                                     56.863    26.582
                                                     13.869    20.285
                                                      3.993   445.989
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    289.392     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    21.409
     5 -0.19841039D+05   94.0766766    0.0047191     68.159   119.248    EM
                                                     31.251   114.670
                                                    142.764    61.118
                                                     36.216    53.676
                                                     10.204    38.757
                                                     59.957    14.203
                                                     58.077    58.417
                                                     29.972    20.259
                                                     33.267     6.283
                                                     41.356    72.033
                                                     17.220    47.984
                                                     61.687    27.025
                                                     12.580    20.383
                                                      3.702   434.511
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    285.803     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    19.220
     6 -0.19796132D+05   44.9064025    0.0022633     68.140   124.935    EM
                                                     32.051   117.162
                                                    158.957    64.693
                                                     34.768    55.834
                                                     10.190    34.640
                                                     55.937    12.689
                                                     57.341    62.892
                                                     30.526    18.612
                                                     33.330     5.990
                                                     38.911    69.944
                                                     16.309    46.403
                                                     65.181    27.274
                                                     11.548    20.610
                                                      3.555   421.824
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    281.741     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    18.012
     7 -0.19772283D+05   23.8497260    0.0012048     68.257   129.254    EM
                                                     32.982   118.613
                                                    172.939    67.868
                                                     33.300    57.588
                                                     10.267    31.625
                                                     53.043    11.729
                                                     57.087    67.991
                                                     31.236    17.531
                                                     33.919     5.900
                                                     36.386    66.759
                                                     15.425    44.755
                                                     67.602    27.315
                                                     10.695    20.835
                                                      3.482   409.252
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    279.126     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    17.238
     8 -0.19756829D+05   15.4536269    0.0007816     68.476   132.561    EM
                                                     33.852   119.277
                                                    185.096    70.511
                                                     31.731    58.832
                                                     10.325    29.317
                                                     50.875    11.066
                                                     57.198    73.483
                                                     32.037    16.723
                                                     34.754     5.902
                                                     33.867    63.006
                                                     14.536    43.146
                                                     69.319    27.195
                                                      9.963    21.015
                                                      3.446   397.319
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    278.498     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    16.674
     9 -0.19745107D+05   11.7216627    0.0005933     68.724   135.119    EM
                                                     34.582   119.383
                                                    195.780    72.666
                                                     30.038    59.574
                                                     10.325    27.483
                                                     49.183    10.571
                                                     57.563    79.180
                                                     32.898    16.049
                                                     35.699     5.951
                                                     31.400    59.022
                                                     13.634    41.635
                                                     70.590    26.986
                                                      9.314    21.162
                                                      3.430   386.200
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    279.602     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    16.257
    10 -0.19735222D+05    9.8851985    0.0005006     68.943   137.103    EM
                                                     35.160   119.110
                                                    205.224    74.460
                                                     28.236    59.874
                                                     10.270    25.983
                                                     47.823    10.183
                                                     58.087    84.942
                                                     33.805    15.441
                                                     36.705     6.033
                                                     29.007    54.994
                                                     12.723    40.243
                                                     71.556    26.750
                                                      8.730    21.305
                                                      3.433   375.923
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    281.967     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    15.987


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 21


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22775385D+05    0.0000000    0.0000000     22.748    43.786    EM
                                                     39.187    52.329
                                                     66.238    53.358
                                                     45.036    58.222
                                                     45.509    36.315
                                                     51.769    39.772
                                                     52.627    49.297
                                                     48.501    40.178
                                                     49.730    35.034
                                                     33.915    46.137
                                                     31.684    49.291
                                                     52.093    40.239
                                                     29.571    37.362
                                                     20.167   204.728
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    443.672     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   181.507
     2 -0.20416438D+05 2358.9477509    0.1035744     25.584    43.653    EM
                                                     34.327    67.240
                                                     75.796    59.749
                                                     55.801    71.484
                                                     46.459    30.437
                                                     52.021    38.597
                                                     49.379    58.524
                                                     46.622    36.100
                                                     50.980    31.214
                                                     27.258    45.303
                                                     32.550    45.056
                                                     52.804    40.735
                                                     22.196    31.708
                                                     18.427   221.677
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    436.810     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   151.509
     3 -0.20100836D+05  315.6019837    0.0154582     27.050    46.515    EM
                                                     35.007    73.876
                                                     87.211    68.271
                                                     61.026    83.366
                                                     51.868    25.651
                                                     47.319    34.473
                                                     44.822    58.196
                                                     44.830    31.631
                                                     48.894    29.022
                                                     23.099    41.891
                                                     30.230    40.950
                                                     52.489    40.363
                                                     18.946    29.572
                                                     17.479   235.046
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    436.268     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   134.637
     4 -0.19888711D+05  212.1249605    0.0105530     27.542    49.737    EM
                                                     37.353    75.741
                                                     98.972    78.202
                                                     62.973    94.807
                                                     58.746    21.058
                                                     41.621    30.388
                                                     39.900    56.291
                                                     43.187    27.614
                                                     46.295    27.428
                                                     19.421    38.114
                                                     27.636    37.184
                                                     52.031    40.244
                                                     16.814    28.435
                                                     17.056   246.294
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    428.769     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   130.148
     5 -0.19752735D+05  135.9761502    0.0068369     27.174    53.174    EM
                                                     40.397    74.686
                                                    109.317    87.186
                                                     62.080   103.672
                                                     64.437    17.622
                                                     37.060    27.169
                                                     36.238    54.622
                                                     42.001    24.600
                                                     44.031    26.198
                                                     16.609    34.995
                                                     25.390    34.595
                                                     52.045    40.535
                                                     15.398    27.817
                                                     16.893   252.039
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    422.760     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   129.262
     6 -0.19694836D+05   57.8986951    0.0029312     26.633    56.421    EM
                                                     43.207    73.111
                                                    117.006    93.737
                                                     59.847   108.653
                                                     67.653    15.301
                                                     34.039    24.939
                                                     33.897    53.766
                                                     41.389    22.448
                                                     42.384    25.285
                                                     14.564    32.710
                                                     23.632    33.048
                                                     52.586    41.135
                                                     14.433    27.533
                                                     16.853   253.614
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    420.812     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   129.363
     7 -0.19674277D+05   20.5589176    0.0010439     26.251    59.193    EM
                                                     45.395    71.993
                                                    122.261    98.184
                                                     57.250   110.352
                                                     68.883    13.695
                                                     32.087    23.410
                                                     32.418    53.516
                                                     41.181    20.878
                                                     41.216    24.630
                                                     13.000    30.947
                                                     22.202    32.138
                                                     53.358    41.864
                                                     13.747    27.437
                                                     16.903   253.780
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    421.731     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   130.098
     8 -0.19664779D+05    9.4978169    0.0004828     26.002    61.483    EM
                                                     47.027    71.388
                                                    125.878   101.422
                                                     54.622   109.856
                                                     69.013    12.533
                                                     30.752    22.291
                                                     31.454    53.528
                                                     41.157    19.685
                                                     40.296    24.159
                                                     11.748    29.426
                                                     20.921    31.577
                                                     54.067    42.571
                                                     13.249    27.425
                                                     17.040   253.886
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    423.947     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   131.597
     9 -0.19657583D+05    7.1958785    0.0003659     25.806    63.366    EM
                                                     48.248    71.189
                                                    128.485   104.142
                                                     52.053   107.888
                                                     68.663    11.661
                                                     29.795    21.423
                                                     30.797    53.580
                                                     41.186    18.737
                                                     39.460    23.831
                                                     10.704    28.008
                                                     19.690    31.178
                                                     54.508    43.156
                                                     12.886    27.431
                                                     17.281   254.196
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    426.594     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   134.057
    10 -0.19649735D+05    7.8484296    0.0003993     25.613    64.907    EM
                                                     49.162    71.319
                                                    130.440   106.777
                                                     49.550   104.800
                                                     68.184    10.990
                                                     29.105    20.734
                                                     30.320    53.551
                                                     41.205    17.954
                                                     38.602    23.637
                                                      9.799    26.625
                                                     18.467    30.810
                                                     54.534    43.553
                                                     12.627    27.416
                                                     17.660   254.578
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    429.310     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   137.770


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 22


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22659915D+05    0.0000000    0.0000000     39.019    84.189    EM
                                                     27.007    81.524
                                                     80.947    32.641
                                                     27.786    34.236
                                                     14.615    78.192
                                                     81.670    31.048
                                                     76.646    60.734
                                                     26.406    31.602
                                                     26.055    11.081
                                                     34.205    43.446
                                                     17.292    35.506
                                                     33.164    15.088
                                                     13.475    14.480
                                                      5.018   351.168
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    546.603     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    45.160
     2 -0.20082746D+05 2577.1690642    0.1137325     42.770    81.994    EM
                                                     22.186    92.862
                                                     87.923    31.895
                                                     28.146    33.380
                                                     14.374    68.487
                                                     92.617    28.581
                                                     72.792    64.317
                                                     24.973    26.510
                                                     24.387    10.361
                                                     36.606    63.777
                                                     21.579    43.458
                                                     44.607    18.209
                                                     14.706    17.443
                                                      6.666   287.957
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    543.425     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    53.012
     3 -0.19829582D+05  253.1641799    0.0126061     41.325    81.260    EM
                                                     19.382    96.095
                                                     93.500    30.530
                                                     26.827    32.676
                                                     16.187    61.167
                                                     91.347    25.039
                                                     68.273    63.637
                                                     23.039    22.842
                                                     21.137     9.954
                                                     42.832    85.837
                                                     26.125    53.849
                                                     62.803    22.451
                                                     17.727    21.721
                                                      8.613   246.824
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    521.706     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    65.293
     4 -0.19692860D+05  136.7218746    0.0068948     40.020    80.960    EM
                                                     17.784    97.022
                                                     97.772    29.317
                                                     25.926    32.289
                                                     18.109    56.175
                                                     88.604    22.636
                                                     64.421    63.214
                                                     21.567    20.638
                                                     18.905     9.721
                                                     47.993   102.766
                                                     29.340    62.933
                                                     80.794    25.899
                                                     20.234    24.747
                                                     10.255   223.422
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    497.449     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    69.087
     5 -0.19641979D+05   50.8805291    0.0025837     39.619    81.057    EM
                                                     17.088    96.800
                                                    101.219    28.464
                                                     25.780    32.149
                                                     19.435    53.267
                                                     86.590    21.248
                                                     61.738    63.806
                                                     20.501    19.406
                                                     17.572     9.588
                                                     51.272   112.646
                                                     31.258    69.047
                                                     93.702    27.956
                                                     21.685    26.130
                                                     11.733   212.989
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    477.055     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    69.202
     6 -0.19625663D+05   16.3166630    0.0008307     39.734    81.098    EM
                                                     16.899    95.838
                                                    103.804    27.916
                                                     26.024    32.040
                                                     20.319    51.493
                                                     84.983    20.495
                                                     59.872    64.938
                                                     19.798    18.657
                                                     16.705     9.582
                                                     53.167   117.758
                                                     32.458    72.353
                                                    101.733    29.039
                                                     22.617    26.767
                                                     13.239   209.781
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    461.548     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    69.344
     7 -0.19617427D+05    8.2361032    0.0004197     40.033    80.898    EM
                                                     16.943    94.432
                                                    105.531    27.560
                                                     26.337    31.838
                                                     20.910    50.222
                                                     83.412    20.077
                                                     58.469    66.185
                                                     19.375    18.113
                                                     16.046     9.644
                                                     54.374   120.535
                                                     33.330    73.828
                                                    106.632    29.597
                                                     23.431    27.266
                                                     14.809   210.094
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    449.334     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    70.744
     8 -0.19610300D+05    7.1270603    0.0003633     40.321    80.368    EM
                                                     17.054    92.684
                                                    106.405    27.279
                                                     26.542    31.473
                                                     21.206    49.125
                                                     81.700    19.797
                                                     57.300    67.314
                                                     19.127    17.641
                                                     15.479     9.700
                                                     55.388   122.510
                                                     34.077    74.358
                                                    109.814    29.908
                                                     24.294    27.870
                                                     16.427   212.249
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    438.893     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    73.696
     9 -0.19602888D+05    7.4115193    0.0003779     40.497    79.478    EM
                                                     17.149    90.637
                                                    106.471    27.015
                                                     26.575    30.936
                                                     21.193    48.056
                                                     79.811    19.563
                                                     56.240    68.227
                                                     18.986    17.198
                                                     14.967     9.714
                                                     56.429   124.386
                                                     34.789    74.443
                                                    112.054    30.119
                                                     25.270    28.659
                                                     18.074   215.558
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    429.352     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    78.157
    10 -0.19594977D+05    7.9106392    0.0004035     40.506    78.236    EM
                                                     17.196    88.331
                                                    105.808    26.749
                                                     26.431    30.248
                                                     20.891    46.954
                                                     77.778    19.340
                                                     55.225    68.894
                                                     18.917    16.778
                                                     14.505     9.679
                                                     57.556   126.415
                                                     35.496    74.313
                                                    113.724    30.305
                                                     26.386    29.652
                                                     19.718   219.723
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    420.250     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    83.995


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 23


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.24313475D+05    0.0000000    0.0000000     32.656    48.012    EM
                                                     46.258    46.555
                                                     53.539    44.516
                                                     38.785    40.750
                                                     40.242    60.158
                                                     60.911    53.965
                                                     67.313    46.278
                                                     51.567    55.691
                                                     45.013    42.524
                                                     37.492    37.989
                                                     28.567    35.950
                                                     37.847    29.977
                                                     29.592    26.545
                                                     15.090   293.906
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    416.505     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   135.808
     2 -0.20154794D+05 4158.6811046    0.1710443     36.578    45.046    EM
                                                     44.686    48.295
                                                     48.599    43.937
                                                     44.960    40.881
                                                     42.990    62.875
                                                     68.434    65.156
                                                     71.070    57.454
                                                     60.519    63.528
                                                     51.386    52.526
                                                     30.106    32.983
                                                     30.571    30.008
                                                     30.573    27.436
                                                     24.159    20.340
                                                     17.755   293.724
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    428.015     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    85.408
     3 -0.19932933D+05  221.8609899    0.0110079     36.890    42.207    EM
                                                     44.602    44.828
                                                     42.882    40.802
                                                     47.767    38.694
                                                     45.868    67.599
                                                     71.897    74.058
                                                     75.989    62.299
                                                     66.962    71.447
                                                     53.537    62.567
                                                     27.703    29.928
                                                     30.271    25.410
                                                     24.992    23.916
                                                     23.204    17.790
                                                     18.731   272.310
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    432.287     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    82.560
     4 -0.19839270D+05   93.6627293    0.0046989     36.953    39.690    EM
                                                     44.914    40.506
                                                     37.351    37.487
                                                     50.395    37.117
                                                     48.967    71.682
                                                     72.962    81.483
                                                     79.785    64.856
                                                     72.049    79.144
                                                     54.894    72.484
                                                     26.555    27.749
                                                     30.211    21.895
                                                     20.656    21.208
                                                     23.075    16.390
                                                     19.719   259.427
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    428.453     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    81.944
     5 -0.19785246D+05   54.0237800    0.0027231     37.126    37.529    EM
                                                     45.176    36.405
                                                     32.359    34.370
                                                     52.982    36.063
                                                     51.603    74.960
                                                     72.632    87.095
                                                     82.487    65.908
                                                     75.819    86.440
                                                     56.025    81.307
                                                     26.303    26.421
                                                     30.641    19.476
                                                     17.533    19.408
                                                     23.507    15.751
                                                     20.804   251.812
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    419.782     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    82.275
     6 -0.19747936D+05   37.3099794    0.0018857     37.457    35.708    EM
                                                     45.298    32.826
                                                     28.093    31.624
                                                     55.508    35.441
                                                     53.583    77.519
                                                     71.439    90.802
                                                     84.330    65.869
                                                     78.506    93.348
                                                     57.155    88.608
                                                     26.650    25.684
                                                     31.450    17.892
                                                     15.352    18.335
                                                     24.322    15.609
                                                     21.950   248.022
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    408.626     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    82.996
     7 -0.19719623D+05   28.3133695    0.0014337     37.936    34.182    EM
                                                     45.205    29.821
                                                     24.573    29.262
                                                     57.853    35.105
                                                     54.754    79.532
                                                     69.760    92.677
                                                     85.607    65.087
                                                     80.341    99.900
                                                     58.351    94.185
                                                     27.413    25.363
                                                     32.483    16.948
                                                     13.887    17.824
                                                     25.390    15.801
                                                     23.092   247.158
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    396.583     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    83.930
     8 -0.19697009D+05   22.6144723    0.0011468     38.537    32.898    EM
                                                     44.822    27.342
                                                     21.721    27.238
                                                     59.844    34.906
                                                     55.017    81.202
                                                     67.873    92.919
                                                     86.588    63.867
                                                     81.515   106.106
                                                     59.612    98.046
                                                     28.468    25.334
                                                     33.585    16.509
                                                     12.962    17.751
                                                     26.600    16.219
                                                     24.166   248.613
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    384.688     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    85.052
     9 -0.19678012D+05   18.9964284    0.0009644     39.221    31.808    EM
                                                     44.092    25.304
                                                     19.422    25.491
                                                     61.284    34.719
                                                     54.348    82.717
                                                     65.984    91.817
                                                     87.480    62.444
                                                     82.177   111.954
                                                     60.924   100.375
                                                     29.728    25.508
                                                     34.616    16.480
                                                     12.447    18.025
                                                     27.854    16.790
                                                     25.126   251.904
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    373.541     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    86.422
    10 -0.19661105D+05   16.9067198    0.0008592     39.937    30.872    EM
                                                     42.991    23.617
                                                     17.559    23.969
                                                     61.992    34.449
                                                     52.826    84.236
                                                     64.246    89.697
                                                     88.408    60.977
                                                     82.441   117.403
                                                     62.282   101.459
                                                     31.125    25.818
                                                     35.470    16.789
                                                     12.241    18.572
                                                     29.067    17.461
                                                     25.949   256.565
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    363.424     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    88.159


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 24


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.33815228D+05    0.0000000    0.0000000     46.725    70.453    EM
                                                     37.773    65.308
                                                     64.867    33.326
                                                     32.521    30.057
                                                     15.820    99.726
                                                     82.976    45.440
                                                     89.490    42.413
                                                     29.805    40.629
                                                     25.132    11.733
                                                     67.398    48.137
                                                     24.856    55.474
                                                     32.490    16.705
                                                     23.190    15.279
                                                      5.004   420.521
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    381.716     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    45.035
     2 -0.20039487D+05 ************    0.4073828     59.786    58.952    EM
                                                     27.237    73.206
                                                     52.571    25.493
                                                     28.574    23.141
                                                      9.434   109.652
                                                     94.565    43.243
                                                     91.761    52.097
                                                     28.964    36.677
                                                     25.353    11.334
                                                     75.149    58.316
                                                     29.198    65.473
                                                     37.063    21.154
                                                     21.138    15.844
                                                      6.701   397.185
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    378.230     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    42.508
     3 -0.19799755D+05  239.7320142    0.0119630     63.010    54.211    EM
                                                     22.398    69.629
                                                     45.950    20.972
                                                     22.804    18.699
                                                      7.245   117.929
                                                     94.998    38.014
                                                     94.261    52.903
                                                     27.466    34.062
                                                     24.982    11.508
                                                     88.658    64.173
                                                     30.380    77.525
                                                     42.056    24.822
                                                     22.004    17.524
                                                      8.016   391.008
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    361.104     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    51.688
     4 -0.19701378D+05   98.3765428    0.0049686     64.921    51.165    EM
                                                     19.580    65.121
                                                     41.499    18.345
                                                     18.651    16.053
                                                      6.266   122.022
                                                     92.274    33.516
                                                     94.652    52.174
                                                     26.001    32.062
                                                     24.881    12.099
                                                     99.119    66.728
                                                     30.119    88.030
                                                     46.151    27.879
                                                     23.267    19.703
                                                      9.472   388.990
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    346.795     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    62.463
     5 -0.19651303D+05   50.0753398    0.0025417     66.352    49.074    EM
                                                     17.885    61.147
                                                     38.488    16.819
                                                     15.824    14.509
                                                      5.780   123.062
                                                     88.911    30.241
                                                     93.920    51.431
                                                     24.870    30.439
                                                     24.984    12.630
                                                    105.473    67.143
                                                     29.135    96.503
                                                     49.509    30.401
                                                     24.273    21.784
                                                     10.786   387.225
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    338.989     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    72.412
     6 -0.19623254D+05   28.0490897    0.0014273     67.372    47.554    EM
                                                     16.900    57.850
                                                     36.356    15.946
                                                     13.940    13.660
                                                      5.527   122.094
                                                     85.639    28.057
                                                     92.604    50.863
                                                     24.140    29.173
                                                     25.255    12.961
                                                    108.531    66.342
                                                     27.996   103.296
                                                     52.273    32.562
                                                     25.054    23.624
                                                     11.893   384.337
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    336.655     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    81.547
     7 -0.19604782D+05   18.4719747    0.0009413     67.971    46.388    EM
                                                     16.354    55.146
                                                     34.747    15.452
                                                     12.688    13.240
                                                      5.385   119.759
                                                     82.541    26.610
                                                     90.870    50.309
                                                     23.693    28.164
                                                     25.593    13.082
                                                    109.580    65.092
                                                     27.023   109.058
                                                     54.677    34.542
                                                     25.784    25.300
                                                     12.827   380.061
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    337.852     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    90.213
     8 -0.19590517D+05   14.2649346    0.0007276     68.173    45.455    EM
                                                     16.080    52.942
                                                     33.460    15.182
                                                     11.854    13.088
                                                      5.299   116.431
                                                     79.536    25.611
                                                     88.742    49.594
                                                     23.384    27.308
                                                     25.901    13.028
                                                    109.590    63.862
                                                     26.328   114.291
                                                     56.910    36.443
                                                     26.585    26.918
                                                     13.633   374.584
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    341.072     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    98.715
     9 -0.19578494D+05   12.0226488    0.0006137     68.038    44.685    EM
                                                     15.981    51.162
                                                     32.387    15.054
                                                     11.303    13.105
                                                      5.247   112.403
                                                     76.563    24.882
                                                     86.239    48.626
                                                     23.117    26.535
                                                     26.123    12.846
                                                    109.110    62.854
                                                     25.912   119.251
                                                     59.066    38.296
                                                     27.501    28.540
                                                     14.344   368.202
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    345.388     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   107.241
    10 -0.19568060D+05   10.4340736    0.0005329     67.642    44.029    EM
                                                     16.004    49.735
                                                     31.463    15.023
                                                     10.947    13.230
                                                      5.218   107.936
                                                     73.605    24.327
                                                     83.415    47.387
                                                     22.846    25.819
                                                     26.251    12.578
                                                    108.404    62.110
                                                     25.738   124.014
                                                     61.166    40.099
                                                     28.525    30.185
                                                     14.974   361.202
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    350.296     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   115.831


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 25


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21048598D+05    0.0000000    0.0000000     45.141    54.856    EM
                                                     63.616    56.705
                                                     53.243    63.043
                                                     58.860    61.329
                                                     66.572    34.023
                                                     31.615    34.599
                                                     31.311    22.437
                                                     28.645    33.739
                                                     29.920    30.730
                                                     35.285    35.842
                                                     36.177    39.166
                                                     30.671    33.338
                                                     36.707    34.414
                                                     30.982   406.267
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    201.930     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   278.837
     2 -0.19842640D+05 1205.9584702    0.0572940     46.196    58.893    EM
                                                     68.902    66.179
                                                     62.090    77.845
                                                     67.560    76.057
                                                     78.910    25.283
                                                     30.347    32.682
                                                     27.285    22.808
                                                     27.930    29.370
                                                     31.174    29.859
                                                     28.346    34.748
                                                     35.615    38.525
                                                     32.083    37.605
                                                     33.127    35.737
                                                     33.077   378.944
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    178.901     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   273.926
     3 -0.19732895D+05  109.7450781    0.0055308     45.143    63.288    EM
                                                     73.823    71.449
                                                     71.029    90.545
                                                     71.534    88.614
                                                     90.268    20.137
                                                     28.307    30.244
                                                     25.294    22.986
                                                     28.067    26.359
                                                     31.359    29.409
                                                     22.584    32.014
                                                     32.994    36.381
                                                     32.525    39.453
                                                     29.856    35.863
                                                     33.614   360.032
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    175.934     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   260.899
     4 -0.19689984D+05   42.9102621    0.0021746     43.823    66.588    EM
                                                     77.070    74.102
                                                     76.948    99.832
                                                     72.320    96.159
                                                     98.032    17.094
                                                     26.851    28.319
                                                     24.245    23.207
                                                     28.503    24.371
                                                     31.370    29.244
                                                     18.917    29.870
                                                     30.621    34.965
                                                     32.819    40.885
                                                     27.739    35.975
                                                     34.153   345.212
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    176.290     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   254.476
     5 -0.19668750D+05   21.2345568    0.0010784     42.591    68.880    EM
                                                     79.025    75.341
                                                     80.207   106.512
                                                     71.491    99.441
                                                    103.164    15.240
                                                     26.009    26.978
                                                     23.753    23.471
                                                     29.117    23.059
                                                     31.314    29.374
                                                     16.507    28.256
                                                     28.638    34.071
                                                     32.898    42.104
                                                     26.411    36.061
                                                     34.990   334.013
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    178.262     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   252.823
     6 -0.19653426D+05   15.3243445    0.0007791     41.482    70.459    EM
                                                     80.097    75.871
                                                     81.700   111.623
                                                     69.860    99.598
                                                    106.678    14.054
                                                     25.620    26.045
                                                     23.561    23.739
                                                     29.781    22.143
                                                     31.137    29.696
                                                     14.803    26.970
                                                     26.886    33.414
                                                     32.711    43.054
                                                     25.563    36.007
                                                     36.106   325.410
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    181.518     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   254.412
     7 -0.19638113D+05   15.3122961    0.0007791     40.466    71.564    EM
                                                     80.564    76.072
                                                     82.181   115.911
                                                     67.844    97.544
                                                    109.232    13.258
                                                     25.552    25.377
                                                     23.508    23.994
                                                     30.406    21.458
                                                     30.788    30.127
                                                     13.498    25.867
                                                     25.241    32.783
                                                     32.251    43.632
                                                     24.999    35.711
                                                     37.416   318.441
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    186.214     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   258.101
     8 -0.19620806D+05   17.3068451    0.0008813     39.503    72.338    EM
                                                     80.584    76.123
                                                     82.180   119.802
                                                     65.682    93.979
                                                    111.165    12.699
                                                     25.700    24.890
                                                     23.483    24.229
                                                     30.939    20.921
                                                     30.252    30.621
                                                     12.429    24.867
                                                     23.652    32.049
                                                     31.578    43.778
                                                     24.603    35.122
                                                     38.812   312.370
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    192.709     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   262.940
     9 -0.19601557D+05   19.2495963    0.0009811     38.560    72.852    EM
                                                     80.232    76.084
                                                     82.056   123.486
                                                     63.543    89.509
                                                    112.612    12.282
                                                     25.962    24.532
                                                     23.402    24.437
                                                     31.359    20.501
                                                     29.562    31.167
                                                     11.511    23.932
                                                     22.124    31.162
                                                     30.801    43.512
                                                     24.315    34.263
                                                     40.180   306.696
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    201.339     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   268.027
    10 -0.19581858D+05   19.6988505    0.0010050     37.617    73.121    EM
                                                     79.542    75.951
                                                     82.024   127.000
                                                     61.554    84.696
                                                    113.606    11.950
                                                     26.242    24.276
                                                     23.197    24.588
                                                     31.672    20.200
                                                     28.789    31.783
                                                     10.704    23.054
                                                     20.696    30.133
                                                     30.041    42.946
                                                     24.105    33.227
                                                     41.416   301.158
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    212.167     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   272.544


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 26


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.29418994D+05    0.0000000    0.0000000     27.608    47.891    EM
                                                     86.917    62.411
                                                     38.751    83.397
                                                     76.233    72.245
                                                    120.480    43.469
                                                     33.233    51.122
                                                     28.217     9.404
                                                     30.403    51.863
                                                     32.578    58.381
                                                     51.957    37.456
                                                     54.133    43.735
                                                     23.522    40.695
                                                     61.212    38.436
                                                     36.114   248.470
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     84.640     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   325.028
     2 -0.20004517D+05 9414.4771623    0.3200136     40.910    44.111    EM
                                                     78.058    74.471
                                                     35.027   103.962
                                                     88.029    73.702
                                                    125.906    34.985
                                                     34.853    56.146
                                                     20.576     9.819
                                                     25.872    49.940
                                                     40.601    63.922
                                                     36.649    35.970
                                                     53.725    42.066
                                                     19.257    47.979
                                                     46.536    36.488
                                                     56.394   267.398
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     28.452     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   328.197
     3 -0.19757891D+05  246.6260196    0.0123285     43.783    44.965    EM
                                                     81.026    76.011
                                                     38.982   117.329
                                                     88.335    78.350
                                                    139.583    29.904
                                                     32.217    52.411
                                                     18.514    10.337
                                                     25.959    45.749
                                                     42.146    65.939
                                                     28.804    30.397
                                                     47.714    37.300
                                                     19.312    48.885
                                                     40.309    34.837
                                                     58.581   266.308
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     30.207     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   325.810
     4 -0.19673546D+05   84.3446422    0.0042689     44.595    46.190    EM
                                                     83.027    75.506
                                                     43.449   127.710
                                                     85.343    80.268
                                                    147.084    26.304
                                                     30.395    48.468
                                                     17.502    11.358
                                                     26.736    42.523
                                                     43.385    66.734
                                                     23.968    26.720
                                                     42.076    34.337
                                                     20.297    49.852
                                                     36.529    34.005
                                                     59.117   267.287
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     35.473     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   323.761
     5 -0.19628144D+05   45.4021704    0.0023078     44.527    47.466    EM
                                                     84.126    73.793
                                                     47.760   134.864
                                                     81.748    80.369
                                                    150.519    23.630
                                                     29.124    45.063
                                                     17.018    12.687
                                                     27.870    40.188
                                                     44.309    66.911
                                                     20.672    24.288
                                                     37.554    32.184
                                                     21.622    50.701
                                                     34.099    33.495
                                                     59.270   268.674
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     42.950     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   322.521
     6 -0.19600848D+05   27.2955432    0.0013906     44.023    48.640    EM
                                                     84.660    71.383
                                                     51.513   139.089
                                                     78.548    79.381
                                                    151.632    21.570
                                                     28.122    42.203
                                                     16.760    14.076
                                                     29.022    38.482
                                                     44.689    66.622
                                                     18.357    22.678
                                                     34.120    30.516
                                                     23.001    51.310
                                                     32.585    33.125
                                                     59.355   270.076
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     52.035     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   322.427
     7 -0.19583368D+05   17.4802866    0.0008918     43.295    49.659    EM
                                                     84.841    68.696
                                                     54.590   141.146
                                                     76.025    77.928
                                                    151.647    19.902
                                                     27.245    39.790
                                                     16.556    15.347
                                                     29.995    37.168
                                                     44.510    65.982
                                                     16.673    21.602
                                                     31.537    29.166
                                                     24.295    51.660
                                                     31.676    32.840
                                                     59.454   271.252
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     62.356     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   323.167
     8 -0.19571480D+05   11.8874262    0.0006070     42.446    50.516    EM
                                                     84.770    66.029
                                                     57.031   141.850
                                                     74.142    76.391
                                                    151.210    18.501
                                                     26.438    37.743
                                                     16.314    16.401
                                                     30.713    36.101
                                                     43.908    65.120
                                                     15.398    20.866
                                                     29.576    28.039
                                                     25.449    51.817
                                                     31.155    32.620
                                                     59.574   272.047
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     73.652     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   324.184
     9 -0.19562898D+05    8.5821007    0.0004385     41.527    51.217    EM
                                                     84.499    63.557
                                                     58.943   141.853
                                                     72.748    74.944
                                                    150.594    17.298
                                                     25.687    36.008
                                                     15.999    17.208
                                                     31.180    35.207
                                                     43.054    64.159
                                                     14.392    20.341
                                                     28.057    27.074
                                                     26.449    51.866
                                                     30.871    32.450
                                                     59.704   272.394
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     85.710     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   325.010
    10 -0.19556333D+05    6.5657951    0.0003356     40.560    51.777    EM
                                                     84.058    61.355
                                                     60.443   141.589
                                                     71.685    73.638
                                                    149.886    16.259
                                                     24.998    34.541
                                                     15.614    17.771
                                                     31.429    34.450
                                                     42.083    63.195
                                                     13.567    19.945
                                                     26.853    26.230
                                                     27.294    51.871
                                                     30.726    32.312
                                                     59.838   272.302
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     98.345     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   325.384


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 27


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22415632D+05    0.0000000    0.0000000     55.566    47.860    EM
                                                     59.441    45.021
                                                     28.436    37.920
                                                     60.569    42.268
                                                     52.428    44.255
                                                     27.677    40.202
                                                     28.282    14.760
                                                     21.996    38.854
                                                     21.558    29.376
                                                     55.703    38.954
                                                     48.750    38.475
                                                     22.704    28.704
                                                     48.651    29.584
                                                     35.907   500.095
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    132.838     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   323.166
     2 -0.20416305D+05 1999.3271300    0.0891934     62.122    46.706    EM
                                                     61.022    46.299
                                                     25.859    37.336
                                                     67.363    42.529
                                                     55.212    40.715
                                                     28.182    39.332
                                                     25.246    13.496
                                                     20.289    37.199
                                                     22.071    29.865
                                                     54.970    39.584
                                                     52.048    38.185
                                                     21.197    30.088
                                                     49.519    30.337
                                                     39.411   499.173
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     63.142     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   381.501
     3 -0.20281390D+05  134.9148494    0.0066082     64.212    47.029    EM
                                                     62.360    47.481
                                                     25.711    37.110
                                                     70.851    43.758
                                                     57.140    38.572
                                                     27.352    37.761
                                                     24.218    12.924
                                                     19.210    35.508
                                                     21.423    28.902
                                                     53.486    38.699
                                                     51.953    37.591
                                                     20.485    29.588
                                                     48.865    30.069
                                                     39.720   508.007
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     58.814     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   381.200
     4 -0.20222113D+05   59.2776049    0.0029228     65.309    47.938    EM
                                                     63.249    48.776
                                                     26.551    37.552
                                                     73.204    45.656
                                                     59.190    35.935
                                                     26.137    35.431
                                                     23.381    12.729
                                                     18.436    33.470
                                                     20.808    27.739
                                                     51.404    37.712
                                                     50.608    37.063
                                                     20.414    29.199
                                                     47.882    30.112
                                                     39.749   515.522
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     56.876     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   381.967
     5 -0.20176981D+05   45.1321130    0.0022318     65.734    49.593    EM
                                                     63.730    50.631
                                                     28.865    38.799
                                                     75.059    48.749
                                                     61.468    32.505
                                                     24.806    32.383
                                                     22.736    13.138
                                                     17.980    30.872
                                                     20.332    26.286
                                                     48.338    36.738
                                                     48.235    36.545
                                                     21.152    29.041
                                                     46.202    30.498
                                                     39.445   520.468
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     58.312     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   381.359
     6 -0.20118296D+05   58.6847082    0.0029085     65.282    52.291    EM
                                                     63.707    53.181
                                                     33.782    41.106
                                                     76.291    53.847
                                                     64.016    28.126
                                                     23.493    28.607
                                                     22.437    14.691
                                                     18.006    27.623
                                                     20.125    24.479
                                                     43.907    35.759
                                                     44.696    35.926
                                                     23.159    29.164
                                                     43.417    31.292
                                                     38.604   520.621
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     65.409     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   376.958
     7 -0.20017873D+05  100.4225488    0.0049916     63.475    56.185    EM
                                                     62.918    56.140
                                                     42.994    44.518
                                                     76.330    61.913
                                                     66.740    23.102
                                                     22.125    24.369
                                                     22.646    18.115
                                                     18.659    24.012
                                                     20.182    22.429
                                                     37.958    34.555
                                                     39.927    34.900
                                                     26.828    29.393
                                                     39.270    32.350
                                                     37.015   512.760
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     81.401     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   366.792
     8 -0.19869212D+05  148.6617843    0.0074265     60.130    60.928    EM
                                                     61.566    58.805
                                                     56.760    48.373
                                                     75.136    73.166
                                                     69.952    18.468
                                                     20.326    20.474
                                                     23.160    22.958
                                                     19.591    20.828
                                                     20.037    20.537
                                                     31.340    32.833
                                                     34.695    33.185
                                                     31.148    29.158
                                                     34.425    33.039
                                                     34.958   496.308
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    103.165     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   354.551
     9 -0.19727534D+05  141.6777652    0.0071305     55.749    65.338    EM
                                                     60.570    60.598
                                                     71.603    51.532
                                                     73.916    86.134
                                                     74.626    15.075
                                                     18.262    17.738
                                                     23.614    27.469
                                                     20.289    18.634
                                                     19.577    19.280
                                                     25.551    30.779
                                                     30.362    31.032
                                                     34.087    28.106
                                                     30.200    32.947
                                                     33.171   473.133
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    121.313     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   349.317
    10 -0.19639127D+05   88.4069947    0.0044814     51.217    68.199    EM
                                                     60.473    61.301
                                                     83.536    53.236
                                                     73.685    98.698
                                                     80.817    12.760
                                                     16.544    16.184
                                                     23.927    31.135
                                                     20.731    17.173
                                                     19.322    18.655
                                                     21.257    28.861
                                                     27.474    28.859
                                                     35.281    26.468
                                                     27.025    32.340
                                                     31.776   445.531
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    134.659     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   352.878


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 28


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23530807D+05    0.0000000    0.0000000     14.726    23.924    EM
                                                     20.938    30.904
                                                     43.808    38.053
                                                     23.038    36.501
                                                     26.668    30.588
                                                     47.186    43.850
                                                     57.313    57.659
                                                     80.586    45.824
                                                     79.765    60.911
                                                     22.701    41.351
                                                     27.209    42.214
                                                     69.879    49.317
                                                     28.577    50.160
                                                     25.488   132.534
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    518.931     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   229.396
     2 -0.20220040D+05 3310.7668318    0.1406992     13.378    19.628    EM
                                                     17.950    30.047
                                                     39.210    34.707
                                                     22.942    34.477
                                                     24.208    30.903
                                                     50.306    43.601
                                                     67.666    74.046
                                                     83.046    55.008
                                                     91.870    64.251
                                                     23.932    40.424
                                                     31.416    44.687
                                                     62.908    52.602
                                                     28.303    46.541
                                                     29.223   111.855
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    487.468     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   243.400
     3 -0.20026990D+05  193.0502888    0.0095475     12.995    17.659    EM
                                                     16.886    27.999
                                                     35.271    31.600
                                                     22.273    32.318
                                                     22.795    33.901
                                                     51.988    46.457
                                                     76.471    80.835
                                                     88.457    63.068
                                                    100.454    70.178
                                                     24.248    37.561
                                                     31.771    43.196
                                                     56.565    49.876
                                                     27.429    43.351
                                                     28.549   113.933
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    490.432     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   221.482
     4 -0.19942848D+05   84.1425563    0.0042015     12.520    15.807    EM
                                                     15.917    25.145
                                                     31.037    27.994
                                                     21.502    30.082
                                                     21.711    36.829
                                                     52.393    49.479
                                                     84.304    86.599
                                                     93.781    70.715
                                                    106.942    76.880
                                                     24.373    34.819
                                                     31.613    40.368
                                                     50.653    45.714
                                                     26.964    40.993
                                                     28.047   115.636
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    490.964     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   210.219
     5 -0.19885808D+05   57.0397472    0.0028602     12.113    14.276    EM
                                                     15.192    22.278
                                                     27.114    24.748
                                                     20.962    28.368
                                                     21.106    39.489
                                                     51.977    52.293
                                                     90.515    91.447
                                                     98.246    78.210
                                                    112.035    84.064
                                                     24.292    32.207
                                                     31.298    36.794
                                                     44.915    41.366
                                                     26.673    39.140
                                                     27.888   117.841
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    489.312     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   203.839
     6 -0.19838826D+05   46.9815868    0.0023626     11.795    13.034    EM
                                                     14.688    19.668
                                                     23.643    22.077
                                                     20.721    27.216
                                                     21.012    41.692
                                                     50.870    54.672
                                                     94.705    95.031
                                                    101.797    85.652
                                                    116.090    91.987
                                                     23.983    29.746
                                                     30.930    32.930
                                                     39.453    37.377
                                                     26.513    37.784
                                                     28.198   120.416
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    484.273     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   202.046
     7 -0.19794568D+05   44.2583425    0.0022309     11.589    12.042    EM
                                                     14.369    17.393
                                                     20.645    19.986
                                                     20.786    26.536
                                                     21.401    43.342
                                                     49.157    56.415
                                                     96.671    96.921
                                                    104.483    93.101
                                                    119.359   100.930
                                                     23.494    27.462
                                                     30.543    29.154
                                                     34.434    34.038
                                                     26.478    36.904
                                                     29.071   123.609
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    474.714     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   204.974
     8 -0.19748855D+05   45.7131200    0.0023094     11.526    11.285    EM
                                                     14.196    15.454
                                                     18.102    18.400
                                                     21.103    26.177
                                                     22.171    44.504
                                                     46.990    57.330
                                                     96.517    96.876
                                                    106.339   100.472
                                                    121.949   110.837
                                                     22.938    25.400
                                                     30.124    25.769
                                                     30.021    31.472
                                                     26.542    36.406
                                                     30.503   128.026
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    460.163     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   212.407
     9 -0.19700768D+05   48.0866826    0.0024349     11.634    10.764    EM
                                                     14.143    13.837
                                                     15.998    17.243
                                                     21.566    25.968
                                                     23.149    45.410
                                                     44.641    57.319
                                                     94.689    95.024
                                                    107.415   107.481
                                                    123.811   121.059
                                                     22.477    23.633
                                                     29.641    22.993
                                                     26.358    29.679
                                                     26.640    36.130
                                                     32.312   134.313
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    441.420     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   223.252
    10 -0.19653927D+05   46.8406878    0.0023776     11.911    10.481    EM
                                                     14.200    12.519
                                                     14.316    16.458
                                                     22.053    25.785
                                                     24.156    46.359
                                                     42.450    56.501
                                                     91.856    91.872
                                                    107.857   113.746
                                                    124.846   130.480
                                                     22.286    22.252
                                                     29.113    20.950
                                                     23.543    28.593
                                                     26.722    35.904
                                                     34.154   142.553
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    420.460     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   235.628


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 29


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22356720D+05    0.0000000    0.0000000     33.828    58.357    EM
                                                     34.891    57.237
                                                     70.175    41.379
                                                     32.885    41.670
                                                     25.168    48.398
                                                     53.186    31.669
                                                     59.532    39.609
                                                     34.434    35.255
                                                     31.448    16.031
                                                     57.574    78.789
                                                     40.633    67.165
                                                     75.980    37.384
                                                     51.583    40.203
                                                     14.460   304.456
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    356.482     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   130.137
     2 -0.19904060D+05 2452.6604609    0.1097057     41.922    61.414    EM
                                                     31.924    69.989
                                                     75.024    37.286
                                                     37.312    38.923
                                                     17.513    44.686
                                                     55.053    27.813
                                                     55.767    47.550
                                                     24.942    29.013
                                                     25.624     9.267
                                                     68.784    93.909
                                                     48.864    80.478
                                                     84.112    39.334
                                                     56.523    41.140
                                                     17.364   311.985
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    326.967     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    99.520
     3 -0.19772946D+05  131.1135713    0.0065873     43.626    64.355    EM
                                                     30.740    78.570
                                                     82.386    35.542
                                                     37.579    34.263
                                                     15.911    41.873
                                                     55.090    25.498
                                                     54.371    49.161
                                                     21.375    25.146
                                                     20.750     7.854
                                                     71.866   101.944
                                                     50.200    84.298
                                                     87.566    36.988
                                                     60.123    41.242
                                                     20.025   304.679
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    313.699     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   103.281
     4 -0.19728423D+05   44.5233214    0.0022517     44.236    66.086    EM
                                                     30.001    84.233
                                                     88.139    33.963
                                                     36.819    30.449
                                                     14.844    40.066
                                                     54.639    24.141
                                                     53.703    50.099
                                                     19.237    22.577
                                                     17.452     7.047
                                                     73.447   107.074
                                                     50.703    86.167
                                                     90.065    34.655
                                                     62.770    41.097
                                                     21.998   298.348
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    304.568     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   111.375
     5 -0.19706041D+05   22.3813992    0.0011345     44.469    67.115    EM
                                                     29.551    88.166
                                                     92.564    32.773
                                                     35.947    27.534
                                                     14.116    38.672
                                                     53.973    23.273
                                                     53.098    50.719
                                                     17.830    20.846
                                                     15.189     6.551
                                                     74.312   110.668
                                                     51.026    86.991
                                                     91.840    32.789
                                                     64.722    40.792
                                                     23.517   293.563
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    297.332     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   120.064
     6 -0.19692401D+05   13.6402208    0.0006922     44.586    67.746    EM
                                                     29.273    90.876
                                                     95.929    31.831
                                                     35.115    25.279
                                                     13.578    37.527
                                                     53.203    22.647
                                                     52.461    51.171
                                                     16.822    19.613
                                                     13.563     6.218
                                                     74.900   113.447
                                                     51.306    87.198
                                                     93.147    31.296
                                                     66.121    40.397
                                                     24.645   290.375
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    291.122     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   128.606
     7 -0.19682808D+05    9.5934314    0.0004872     44.690    68.145    EM
                                                     29.114    92.626
                                                     98.438    31.048
                                                     34.388    23.521
                                                     13.158    36.531
                                                     52.341    22.143
                                                     51.759    51.514
                                                     16.059    18.695
                                                     12.345     5.975
                                                     75.414   115.801
                                                     51.624    86.944
                                                     94.121    30.079
                                                     67.078    39.951
                                                     25.439   288.779
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    285.633     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   136.649
     8 -0.19675037D+05    7.7706124    0.0003948     44.826    68.404    EM
                                                     29.043    93.554
                                                    100.223    30.363
                                                     33.793    22.141
                                                     12.816    35.613
                                                     51.369    21.695
                                                     50.970    51.779
                                                     15.459    17.984
                                                     11.397     5.781
                                                     75.947   117.967
                                                     52.032    86.273
                                                     94.834    29.064
                                                     67.679    39.480
                                                     25.949   288.776
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    280.766     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   144.022
     9 -0.19667723D+05    7.3140730    0.0003717     45.015    68.563    EM
                                                     29.040    93.720
                                                    101.352    29.733
                                                     33.335    21.055
                                                     12.529    34.719
                                                     50.261    21.266
                                                     50.072    51.986
                                                     14.977    17.412
                                                     10.632     5.614
                                                     76.544   120.104
                                                     52.568    85.179
                                                     95.330    28.195
                                                     67.984    39.002
                                                     26.225   290.424
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    276.499     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   150.666
    10 -0.19659786D+05    7.9373723    0.0004036     45.261    68.629    EM
                                                     29.084    93.123
                                                    101.825    29.120
                                                     33.002    20.196
                                                     12.285    33.814
                                                     48.998    20.834
                                                     49.040    52.153
                                                     14.587    16.933
                                                      9.992     5.462
                                                     77.225   122.330
                                                     53.255    83.637
                                                     95.632    27.427
                                                     68.025    38.532
                                                     26.309   293.854
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    272.851     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   156.586


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 30


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.28463032D+05    0.0000000    0.0000000     88.228    88.453    EM
                                                     50.206    84.134
                                                     48.293    41.136
                                                     44.760    45.230
                                                     24.166    77.243
                                                     38.461    38.027
                                                     32.946    11.732
                                                     19.487    33.205
                                                     20.056    18.208
                                                     40.797    31.925
                                                     19.261    30.413
                                                     19.780    14.482
                                                     21.833    18.461
                                                      9.944   794.051
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    105.586     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    89.495
     2 -0.20275992D+05 8187.0403803    0.2876377    110.229    89.492    EM
                                                     57.142    86.512
                                                     45.141    48.374
                                                     49.380    42.696
                                                     24.225    66.290
                                                     42.013    32.342
                                                     24.447    11.913
                                                     15.207    33.733
                                                     26.368    17.408
                                                     35.692    24.296
                                                     15.920    23.717
                                                     13.583    13.080
                                                     19.854    16.122
                                                      8.539   739.546
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    125.167     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   141.572
     3 -0.19969840D+05  306.1520036    0.0150992    113.270    95.200    EM
                                                     65.798    86.720
                                                     48.477    55.263
                                                     54.439    50.250
                                                     30.259    56.492
                                                     39.738    30.299
                                                     19.887    12.048
                                                     14.228    31.524
                                                     29.452    18.038
                                                     30.084    20.648
                                                     14.823    20.574
                                                     12.644    13.060
                                                     19.462    16.951
                                                      9.477   758.807
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     73.717     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   158.372
     4 -0.19874248D+05   95.5913074    0.0047868    115.930   100.961    EM
                                                     75.491    84.645
                                                     50.856    60.695
                                                     60.500    58.564
                                                     37.249    48.731
                                                     35.103    28.395
                                                     17.125    11.302
                                                     13.824    30.395
                                                     30.245    18.861
                                                     25.295    17.383
                                                     13.646    17.840
                                                     11.498    12.666
                                                     19.212    17.124
                                                     10.168   746.982
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     69.422     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   159.891
     5 -0.19826937D+05   47.3117815    0.0023806    117.642   105.407    EM
                                                     84.740    81.919
                                                     52.510    64.848
                                                     67.397    67.114
                                                     44.595    42.515
                                                     31.379    27.016
                                                     15.354    10.888
                                                     13.712    30.198
                                                     31.162    19.798
                                                     21.789    15.191
                                                     12.960    16.015
                                                     10.799    12.487
                                                     19.487    17.395
                                                     10.841   726.605
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     67.782     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   160.454
     6 -0.19796398D+05   30.5382488    0.0015402    118.296   108.103    EM
                                                     93.251    78.549
                                                     53.480    67.593
                                                     74.835    75.523
                                                     52.112    37.522
                                                     28.350    26.104
                                                     14.263    10.805
                                                     13.874    30.682
                                                     32.290    20.851
                                                     19.171    13.649
                                                     12.715    14.778
                                                     10.440    12.537
                                                     20.172    17.787
                                                     11.594   701.455
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     68.614     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   160.603
     7 -0.19770842D+05   25.5558341    0.0012909    117.830   109.186    EM
                                                    100.995    74.672
                                                     54.071    69.042
                                                     82.548    83.685
                                                     59.675    33.422
                                                     25.766    25.491
                                                     13.634    11.028
                                                     14.264    31.591
                                                     33.551    21.949
                                                     17.223    12.542
                                                     12.826    13.973
                                                     10.381    12.799
                                                     21.184    18.296
                                                     12.461   673.431
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     71.556     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   160.929
     8 -0.19746132D+05   24.7100879    0.0012498    116.331   108.993    EM
                                                    107.986    70.548
                                                     54.588    69.380
                                                     90.302    91.482
                                                     67.120    29.973
                                                     23.486    25.044
                                                     13.333    11.530
                                                     14.820    32.701
                                                     34.767    22.982
                                                     15.780    11.756
                                                     13.225    13.503
                                                     10.595    13.234
                                                     22.422    18.860
                                                     13.433   643.789
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     76.390     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   161.644
     9 -0.19721320D+05   24.8121318    0.0012566    114.000   107.897    EM
                                                    114.180    66.474
                                                     55.258    68.788
                                                     97.857    98.710
                                                     74.214    27.015
                                                     21.446    24.671
                                                     13.277    12.280
                                                     15.466    33.809
                                                     35.712    23.835
                                                     14.738    11.240
                                                     13.869    13.311
                                                     11.065    13.800
                                                     23.772    19.399
                                                     14.477   613.693
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     82.896     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   162.853
    10 -0.19696822D+05   24.4986689    0.0012422    111.083   106.217    EM
                                                    119.476    62.703
                                                     56.208    67.459
                                                    104.943   105.133
                                                     80.724    24.448
                                                     19.622    24.309
                                                     13.404    13.233
                                                     16.119    34.746
                                                     36.192    24.431
                                                     14.030    10.967
                                                     14.724    13.358
                                                     11.777    14.456
                                                     25.119    19.849
                                                     15.553   584.221
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     90.747     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   164.747


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 31


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.28890057D+05    0.0000000    0.0000000      3.696    14.340    EM
                                                     12.299    15.237
                                                     38.230    44.766
                                                     13.170    40.151
                                                     39.856    11.236
                                                     31.507    38.142
                                                     36.526    59.866
                                                    112.694    36.607
                                                     92.877   102.005
                                                      9.313    24.674
                                                     17.434    25.080
                                                     75.527    55.683
                                                     22.550    64.360
                                                     39.011    33.264
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    538.798     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   351.100
     2 -0.19941036D+05 8949.0205767    0.3097613      4.168    14.082    EM
                                                     12.095    18.870
                                                     42.022    59.057
                                                     15.357    45.986
                                                     50.051    10.608
                                                     33.293    35.916
                                                     34.466    71.649
                                                    119.726    36.015
                                                    111.522   118.316
                                                      6.005    19.590
                                                     15.571    21.083
                                                     62.029    64.352
                                                     17.874    58.182
                                                     47.627    30.657
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    493.006     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   330.824
     3 -0.19804733D+05  136.3029900    0.0068353      4.598    15.082    EM
                                                     12.332    22.593
                                                     48.357    73.570
                                                     16.304    51.254
                                                     61.304    10.725
                                                     34.113    33.763
                                                     32.906    74.981
                                                    123.811    32.802
                                                    117.858   129.616
                                                      4.546    16.180
                                                     12.884    17.863
                                                     54.522    63.949
                                                     15.154    55.225
                                                     51.845    35.029
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    453.647     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   323.186
     4 -0.19733994D+05   70.7394337    0.0035718      5.379    16.962    EM
                                                     12.971    26.245
                                                     54.502    86.757
                                                     16.745    55.101
                                                     70.948    11.449
                                                     34.671    31.757
                                                     31.219    74.990
                                                    123.822    29.516
                                                    118.166   135.639
                                                      3.908    14.249
                                                     10.875    15.912
                                                     49.703    61.945
                                                     13.624    53.780
                                                     55.360    42.061
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    420.373     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   321.372
     5 -0.19687247D+05   46.7467539    0.0023688      6.427    19.210    EM
                                                     13.783    29.677
                                                     59.958    97.983
                                                     16.895    57.775
                                                     78.300    12.406
                                                     34.846    29.802
                                                     29.640    73.710
                                                    121.242    26.713
                                                    115.666   137.417
                                                      3.644    13.147
                                                      9.427    14.887
                                                     46.528    59.862
                                                     12.772    53.226
                                                     58.606    50.547
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    393.826     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   322.079
     6 -0.19652845D+05   34.4021419    0.0017474      7.665    21.501    EM
                                                     14.704    32.742
                                                     64.474   107.046
                                                     16.887    59.416
                                                     83.224    13.336
                                                     34.728    28.028
                                                     28.369    72.081
                                                    117.383    24.596
                                                    112.014   136.116
                                                      3.586    12.547
                                                      8.415    14.456
                                                     44.341    57.991
                                                     12.340    53.077
                                                     61.414    59.940
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    374.391     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   323.193
     7 -0.19626710D+05   26.1350396    0.0013298      8.973    23.644    EM
                                                     15.701    35.375
                                                     68.079   114.194
                                                     16.813    60.240
                                                     86.085    14.032
                                                     34.467    26.536
                                                     27.475    70.527
                                                    113.123    23.113
                                                    108.024   132.831
                                                      3.639    12.252
                                                      7.733    14.367
                                                     42.729    56.328
                                                     12.169    53.025
                                                     63.591    69.732
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    361.742     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   323.461
     8 -0.19606838D+05   19.8720323    0.0010125     10.237    25.605    EM
                                                     16.769    37.626
                                                     70.990   119.910
                                                     16.752    60.541
                                                     87.510    14.407
                                                     34.155    25.343
                                                     26.906    69.105
                                                    108.874    22.109
                                                    103.988   128.383
                                                      3.740    12.142
                                                      7.299    14.457
                                                     41.443    54.837
                                                     12.162    52.921
                                                     65.082    79.592
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    354.762     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   322.355
     9 -0.19591457D+05   15.3808154    0.0007845     11.384    27.446    EM
                                                     17.915    39.603
                                                     73.456   124.682
                                                     16.761    60.592
                                                     88.102    14.486
                                                     33.819    24.408
                                                     26.556    67.694
                                                    104.742    21.429
                                                     99.945   123.301
                                                      3.852    12.151
                                                      7.048    14.630
                                                     40.340    53.486
                                                     12.261    52.704
                                                     65.945    89.382
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    352.006     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   319.876
    10 -0.19579104D+05   12.3526481    0.0006305     12.389    29.238    EM
                                                     19.140    41.409
                                                     75.660   128.861
                                                     16.873    60.567
                                                     88.277    14.339
                                                     33.464    23.674
                                                     26.324    66.169
                                                    100.707    20.958
                                                     95.876   117.914
                                                      3.958    12.242
                                                      6.930    14.837
                                                     39.337    52.254
                                                     12.431    52.360
                                                     66.292    99.047
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    352.184     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   316.289


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 32


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.33553490D+05    0.0000000    0.0000000     21.739    63.065    EM
                                                     17.643    82.153
                                                    103.178    32.091
                                                     17.989    29.437
                                                     14.239    70.228
                                                     92.567    30.134
                                                     90.565    66.708
                                                     30.953    28.363
                                                     33.943    11.359
                                                     33.286    53.854
                                                     17.932    69.821
                                                     63.807    22.018
                                                     23.822    23.682
                                                      5.940   195.655
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    600.369     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    53.462
     2 -0.19897884D+05 ************    0.4069802     27.754    49.144    EM
                                                     14.424    94.885
                                                     90.559    32.281
                                                     18.739    25.490
                                                     11.720    58.280
                                                     96.160    29.022
                                                     76.190    74.610
                                                     26.623    24.481
                                                     31.753    11.484
                                                     39.602    68.462
                                                     21.735    94.457
                                                     83.527    28.738
                                                     28.825    30.821
                                                      9.901   169.462
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    571.586     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    59.284
     3 -0.19742546D+05  155.3381803    0.0078068     27.675    45.523    EM
                                                     13.251    97.297
                                                     88.614    31.459
                                                     18.139    23.311
                                                     10.671    55.795
                                                     93.052    27.415
                                                     72.918    72.161
                                                     24.570    23.229
                                                     29.023    11.407
                                                     42.799    72.858
                                                     23.435   106.991
                                                     93.301    32.684
                                                     31.686    34.399
                                                     12.875   162.496
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    556.725     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    64.242
     4 -0.19690237D+05   52.3084861    0.0026495     27.257    42.998    EM
                                                     12.391    96.440
                                                     85.760    30.407
                                                     17.025    21.361
                                                      9.968    54.048
                                                     88.594    26.067
                                                     69.787    68.380
                                                     23.314    22.265
                                                     27.016    11.496
                                                     45.026    74.451
                                                     24.362   116.351
                                                    100.172    36.321
                                                     34.290    37.375
                                                     16.012   162.348
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    546.472     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    72.243
     5 -0.19654654D+05   35.5832576    0.0018072     26.879    40.781    EM
                                                     11.668    93.561
                                                     81.806    29.344
                                                     15.556    19.617
                                                      9.390    52.824
                                                     84.127    25.021
                                                     66.685    64.475
                                                     22.551    21.491
                                                     25.791    11.810
                                                     46.625    74.236
                                                     24.676   123.912
                                                    105.178    39.943
                                                     36.528    40.250
                                                     19.311   165.095
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    538.044     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    82.824
     6 -0.19623409D+05   31.2449622    0.0015897     26.603    38.712    EM
                                                     11.065    89.244
                                                     77.018    28.309
                                                     13.887    18.037
                                                      8.799    52.100
                                                     79.972    24.192
                                                     63.684    60.690
                                                     22.080    20.831
                                                     25.171    12.259
                                                     47.911    72.863
                                                     24.513   130.356
                                                    108.922    43.563
                                                     38.244    43.133
                                                     22.592   169.789
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    530.548     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    94.912
     7 -0.19595525D+05   27.8845095    0.0014210     26.425    36.789    EM
                                                     10.604    84.025
                                                     71.830    27.346
                                                     12.223    16.630
                                                      8.181    51.808
                                                     76.227    23.537
                                                     60.843    57.126
                                                     21.782    20.265
                                                     25.001    12.756
                                                     49.055    70.780
                                                     24.049   135.912
                                                    111.694    47.096
                                                     39.369    45.956
                                                     25.591   175.813
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    523.908     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   107.378
     8 -0.19572028D+05   23.4970219    0.0011991     26.306    35.040    EM
                                                     10.281    78.423
                                                     66.675    26.476
                                                     10.730    15.424
                                                      7.586    51.822
                                                     72.910    23.028
                                                     58.192    53.848
                                                     21.578    19.791
                                                     25.147    13.240
                                                     50.124    68.360
                                                     23.474   140.641
                                                    113.704    50.477
                                                     39.953    48.607
                                                     28.112   182.362
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    518.347     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   119.343
     9 -0.19553591D+05   18.4360777    0.0009420     26.210    33.482    EM
                                                     10.072    72.883
                                                     61.854    25.696
                                                      9.488    14.436
                                                      7.054    51.995
                                                     69.988    22.643
                                                     55.735    50.881
                                                     21.420    19.409
                                                     25.504    13.674
                                                     51.130    65.902
                                                     22.932   144.581
                                                    115.146    53.670
                                                     40.123    51.007
                                                     30.087   188.641
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    514.073     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   130.283
    10 -0.19540056D+05   13.5351481    0.0006922     26.125    32.118    EM
                                                      9.952    67.732
                                                     57.517    25.001
                                                      8.507    13.660
                                                      6.605    52.212
                                                     67.408    22.362
                                                     53.453    48.211
                                                     21.275    19.112
                                                     25.993    14.039
                                                     52.069    63.603
                                                     22.497   147.805
                                                    116.171    56.660
                                                     40.023    53.127
                                                     31.543   194.133
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    511.115     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   139.975


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 33


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.29151657D+05    0.0000000    0.0000000      5.317    15.761    EM
                                                     19.290    13.785
                                                     28.536    33.803
                                                     18.528    34.921
                                                     42.984    14.225
                                                     19.197    33.076
                                                     21.451    18.257
                                                     45.203    37.576
                                                     44.336    73.788
                                                     24.687    55.254
                                                     59.272    47.141
                                                     91.432   111.448
                                                     62.462   137.439
                                                     67.866    47.852
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    164.317     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   610.794
     2 -0.20073469D+05 9078.1883013    0.3114124      5.701    13.555    EM
                                                     16.487    13.305
                                                     25.702    31.979
                                                     18.327    33.899
                                                     32.283    10.941
                                                     20.255    28.286
                                                     16.368    25.023
                                                     35.772    34.382
                                                     51.352    53.748
                                                     24.295    58.961
                                                     66.708    50.566
                                                    101.001   124.278
                                                     68.568   137.164
                                                     96.928    37.597
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    144.001     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   622.566
     3 -0.19902568D+05  170.9002125    0.0085137      5.562    13.144    EM
                                                     15.655    12.794
                                                     25.773    29.931
                                                     17.175    30.027
                                                     27.052     9.781
                                                     20.524    25.933
                                                     14.849    26.972
                                                     32.254    30.745
                                                     47.358    45.049
                                                     25.331    63.566
                                                     69.914    52.255
                                                    110.242   125.548
                                                     74.653   141.372
                                                    105.636    33.534
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    140.569     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   626.801
     4 -0.19837564D+05   65.0045125    0.0032661      5.728    13.397    EM
                                                     15.667    12.749
                                                     26.364    28.676
                                                     16.297    26.650
                                                     23.578     9.448
                                                     20.952    24.826
                                                     14.321    28.383
                                                     30.276    27.992
                                                     42.403    38.852
                                                     27.308    69.091
                                                     72.588    53.839
                                                    117.622   122.800
                                                     80.034   143.184
                                                    109.185    34.183
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    143.029     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   620.578
     5 -0.19796362D+05   41.2018119    0.0020770      6.169    14.077    EM
                                                     16.247    13.045
                                                     27.210    27.971
                                                     15.924    24.051
                                                     21.084     9.544
                                                     21.668    24.483
                                                     14.287    29.783
                                                     29.101    26.090
                                                     37.919    34.045
                                                     30.027    75.461
                                                     75.606    55.235
                                                    123.327   118.508
                                                     84.910   142.769
                                                    109.903    36.950
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    147.724     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   606.883
     6 -0.19763382D+05   32.9796056    0.0016659      6.862    15.058    EM
                                                     17.255    13.556
                                                     28.122    27.570
                                                     16.092    22.161
                                                     19.275     9.886
                                                     22.587    24.586
                                                     14.521    31.278
                                                     28.400    24.869
                                                     34.139    30.221
                                                     33.371    82.440
                                                     79.159    56.211
                                                    127.435   113.586
                                                     89.384   140.621
                                                    108.707    41.320
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    153.572     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   587.757
     7 -0.19732818D+05   30.5639830    0.0015465      7.779    16.224    EM
                                                     18.561    14.163
                                                     28.948    27.288
                                                     16.794    20.872
                                                     18.010    10.346
                                                     23.561    24.888
                                                     14.883    32.893
                                                     28.010    24.147
                                                     31.009    27.148
                                                     37.172    89.655
                                                     83.106    56.550
                                                    130.108   108.423
                                                     93.432   137.247
                                                    106.159    47.154
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    160.353     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   565.118
     8 -0.19702651D+05   30.1671657    0.0015288      8.842    17.432    EM
                                                     19.996    14.734
                                                     29.585    26.997
                                                     17.966    20.092
                                                     17.210    10.814
                                                     24.419    25.191
                                                     15.286    34.632
                                                     27.861    23.747
                                                     28.421    24.679
                                                     41.162    96.586
                                                     87.074    56.162
                                                    131.650   103.304
                                                     96.928   133.175
                                                    102.734    54.238
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    168.158     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   540.926
     9 -0.19673668D+05   28.9829172    0.0014710      9.927    18.525    EM
                                                     21.343    15.153
                                                     30.005    26.640
                                                     19.466    19.742
                                                     16.807    11.224
                                                     25.025    25.365
                                                     15.685    36.474
                                                     27.936    23.521
                                                     26.284    22.704
                                                     45.027   102.707
                                                     90.599    55.156
                                                    132.449    98.535
                                                     99.717   128.907
                                                     98.882    62.194
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    176.995     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   517.005
    10 -0.19648077D+05   25.5916379    0.0013008     10.916    19.401    EM
                                                     22.401    15.364
                                                     30.253    26.210
                                                     21.092    19.737
                                                     16.705    11.574
                                                     25.344    25.376
                                                     16.074    38.353
                                                     28.216    23.369
                                                     24.527    21.123
                                                     48.540   107.725
                                                     93.324    53.810
                                                    132.839    94.392
                                                    101.706   124.809
                                                     94.978    70.687
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    186.511     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   494.645


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 34


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.27904156D+05    0.0000000    0.0000000     21.132    45.838    EM
                                                     26.436    47.941
                                                     67.155    34.488
                                                     30.105    39.276
                                                     19.404    77.847
                                                     89.331    57.339
                                                    107.986    36.776
                                                     76.809    60.690
                                                     88.489    46.972
                                                     43.005    55.429
                                                     30.066    70.309
                                                     69.771    39.618
                                                     29.910    40.284
                                                     12.642   190.185
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    330.988     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   113.780
     2 -0.20070991D+05 7833.1653983    0.2807168     26.267    33.494    EM
                                                     22.440    43.576
                                                     47.541    33.124
                                                     30.910    37.912
                                                     16.555    73.322
                                                     88.168    58.807
                                                     99.072    59.791
                                                     77.666    72.524
                                                    107.958    46.694
                                                     56.547    66.275
                                                     41.083    84.986
                                                     76.806    58.369
                                                     32.507    42.223
                                                     15.472   184.437
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    271.127     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    94.346
     3 -0.19927944D+05  143.0472580    0.0071271     27.266    29.408    EM
                                                     20.478    38.734
                                                     40.224    29.410
                                                     27.798    35.470
                                                     14.533    77.890
                                                     86.239    59.402
                                                    102.834    69.985
                                                     81.438    77.523
                                                    119.190    48.012
                                                     63.441    67.032
                                                     43.526    89.962
                                                     80.980    64.603
                                                     32.089    43.980
                                                     15.811   184.686
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    246.507     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    81.550
     4 -0.19882980D+05   44.9638869    0.0022563     28.518    27.746    EM
                                                     19.326    34.531
                                                     36.385    26.175
                                                     24.982    33.658
                                                     12.761    82.938
                                                     83.140    58.245
                                                    105.575    77.009
                                                     83.724    79.756
                                                    125.355    47.187
                                                     69.597    66.775
                                                     44.300    91.990
                                                     84.921    67.676
                                                     30.843    44.341
                                                     15.255   193.117
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    232.862     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    71.313
     5 -0.19854281D+05   28.6987575    0.0014434     30.023    27.002    EM
                                                     18.490    31.103
                                                     33.764    23.404
                                                     22.354    31.833
                                                     11.177    88.611
                                                     80.593    56.580
                                                    107.552    82.633
                                                     84.829    80.285
                                                    128.635    45.412
                                                     75.858    66.408
                                                     44.402    93.292
                                                     88.571    69.499
                                                     29.503    44.221
                                                     14.521   204.761
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    221.987     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    62.696
     6 -0.19831365D+05   22.9154553    0.0011542     31.820    26.838    EM
                                                     17.925    28.453
                                                     31.847    21.130
                                                     20.039    30.029
                                                      9.811    94.827
                                                     78.852    54.862
                                                    108.821    87.131
                                                     84.948    79.619
                                                    129.794    43.124
                                                     82.320    66.100
                                                     44.193    94.383
                                                     91.736    70.630
                                                     28.231    43.855
                                                     13.766   217.571
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    211.532     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    55.811
     7 -0.19811835D+05   19.5303129    0.0009848     33.936    27.108    EM
                                                     17.615    26.490
                                                     30.427    19.320
                                                     18.105    28.321
                                                      8.669   101.464
                                                     77.856    53.292
                                                    109.485    90.564
                                                     84.281    78.140
                                                    129.259    40.601
                                                     88.946    65.887
                                                     43.869    95.376
                                                     94.258    71.289
                                                     27.105    43.353
                                                     13.057   230.576
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    200.857     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    50.495
     8 -0.19795063D+05   16.7717760    0.0008466     36.409    27.730    EM
                                                     17.547    25.115
                                                     29.393    17.922
                                                     16.565    26.784
                                                      7.742   108.359
                                                     77.431    51.937
                                                    109.651    92.978
                                                     83.017    76.155
                                                    127.382    38.037
                                                     95.622    65.746
                                                     43.528    96.244
                                                     96.020    71.568
                                                     26.157    42.785
                                                     12.424   243.320
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    189.916     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    46.517
     9 -0.19780828D+05   14.2352026    0.0007191     39.275    28.642    EM
                                                     17.697    24.232
                                                     28.671    16.874
                                                     15.391    25.462
                                                      7.007   115.328
                                                     77.366    50.786
                                                    109.419    94.441
                                                     81.317    73.903
                                                    124.509    35.566
                                                    102.209    65.626
                                                     43.200    96.940
                                                     96.980    71.515
                                                     25.391    42.198
                                                     11.877   255.664
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    178.874     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    43.640
    10 -0.19768864D+05   11.9640083    0.0006048     42.559    29.790    EM
                                                     18.032    23.752
                                                     28.197    16.113
                                                     14.528    24.369
                                                      6.431   122.186
                                                     77.464    49.783
                                                    108.873    95.043
                                                     79.303    71.555
                                                    120.971    33.261
                                                    108.582    65.476
                                                     42.878    97.441
                                                     97.176    71.172
                                                     24.790    41.626
                                                     11.411   267.654
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    167.943     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000    41.640


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 35


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22637981D+05    0.0000000    0.0000000      7.746    15.875    EM
                                                     27.334    17.462
                                                     35.091    42.693
                                                     31.274    65.374
                                                     61.133     9.425
                                                     15.424    23.004
                                                     14.268    16.418
                                                     45.718    23.253
                                                     48.501    74.073
                                                     19.164    36.993
                                                     43.528    30.519
                                                     70.013    85.397
                                                     42.970   100.086
                                                     77.978    69.716
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    147.765     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   701.803
     2 -0.19912590D+05 2725.3904327    0.1203902      9.938    16.089    EM
                                                     29.335    16.697
                                                     42.797    57.916
                                                     39.988    90.164
                                                     92.784     5.377
                                                     10.316    17.271
                                                      8.381    18.569
                                                     38.759    17.380
                                                     48.964    65.534
                                                     15.989    31.206
                                                     42.521    23.062
                                                     69.384    95.587
                                                     35.246   101.628
                                                    104.847    45.521
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    167.728     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   641.022
     3 -0.19679852D+05  232.7385774    0.0116880     12.870    16.734    EM
                                                     34.024    14.888
                                                     41.587    56.499
                                                     46.898   103.189
                                                    103.334     4.647
                                                      7.956    14.414
                                                      6.913    22.541
                                                     35.573    16.971
                                                     52.400    59.771
                                                     17.851    27.966
                                                     42.786    21.965
                                                     73.102    98.372
                                                     34.705   100.660
                                                    102.519    51.767
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    136.946     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   640.151
     4 -0.19619393D+05   60.4589416    0.0030721     15.506    17.005    EM
                                                     38.079    12.914
                                                     40.138    54.138
                                                     52.650   111.509
                                                    111.350     4.127
                                                      5.952    12.344
                                                      6.299    23.908
                                                     34.909    17.701
                                                     52.261    57.748
                                                     19.257    25.137
                                                     43.451    20.278
                                                     73.337    97.249
                                                     35.263    96.611
                                                     99.144    60.297
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    135.913     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   625.523
     5 -0.19593650D+05   25.7422470    0.0013121     17.687    17.133    EM
                                                     41.298    11.412
                                                     38.888    51.510
                                                     56.886   117.394
                                                    116.760     3.744
                                                      4.716    11.064
                                                      5.958    24.915
                                                     34.482    18.346
                                                     51.207    55.831
                                                     19.937    23.026
                                                     44.368    19.006
                                                     73.403    95.725
                                                     35.847    92.522
                                                     95.951    67.761
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    137.666     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   615.560
     6 -0.19579377D+05   14.2738032    0.0007285     19.484    17.352    EM
                                                     43.970    10.372
                                                     38.131    49.343
                                                     60.198   121.958
                                                    120.630     3.441
                                                      3.928    10.173
                                                      5.745    25.700
                                                     34.142    18.849
                                                     49.828    53.988
                                                     20.107    21.465
                                                     45.011    17.947
                                                     73.106    93.815
                                                     36.175    88.545
                                                     92.783    75.260
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    140.347     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   608.210
     7 -0.19568554D+05   10.8221805    0.0005527     21.022    17.730    EM
                                                     46.386     9.686
                                                     37.835    47.717
                                                     62.963   125.874
                                                    123.717     3.205
                                                      3.405     9.518
                                                      5.613    26.319
                                                     33.813    19.198
                                                     48.315    52.159
                                                     19.991    20.259
                                                     45.252    17.060
                                                     72.422    91.483
                                                     36.198    84.673
                                                     89.487    83.151
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    143.378     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   602.172
     8 -0.19559080D+05    9.4746237    0.0004842     22.375    18.247    EM
                                                     48.652     9.256
                                                     37.897    46.556
                                                     65.356   129.407
                                                    126.355     3.029
                                                      3.050     9.026
                                                      5.543    26.810
                                                     33.476    19.420
                                                     46.775    50.350
                                                     19.733    19.288
                                                     45.119    16.328
                                                     71.388    88.789
                                                     35.966    80.903
                                                     86.041    91.487
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    146.511     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   596.868
     9 -0.19550614D+05    8.4655386    0.0004328     23.563    18.862    EM
                                                     50.786     9.015
                                                     38.220    45.758
                                                     67.468   132.634
                                                    128.656     2.903
                                                      2.805     8.660
                                                      5.525    27.205
                                                     33.132    19.550
                                                     45.271    48.585
                                                     19.413    18.491
                                                     44.711    15.737
                                                     70.078    85.841
                                                     35.552    77.256
                                                     82.499   100.117
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    149.623     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   592.084
    10 -0.19543228D+05    7.3859774    0.0003778     24.583    19.533    EM
                                                     52.777     8.916
                                                     38.720    45.226
                                                     69.364   135.564
                                                    130.649     2.819
                                                      2.638     8.399
                                                      5.553    27.528
                                                     32.789    19.616
                                                     43.839    46.889
                                                     19.070    17.843
                                                     44.149    15.272
                                                     68.580    82.754
                                                     35.021    73.768
                                                     78.938   108.798
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    152.648     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   587.757


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 36


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.35953316D+05    0.0000000    0.0000000     14.876    30.035    EM
                                                     29.722    37.575
                                                     46.192    54.941
                                                     36.771    42.910
                                                     44.639    29.513
                                                     43.179    43.961
                                                     44.232    25.181
                                                     55.283    47.062
                                                     62.241    60.436
                                                     31.043    45.294
                                                     43.521    48.787
                                                     52.734    62.594
                                                     48.966    60.935
                                                     49.687   133.880
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    226.625     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   447.187
     2 -0.20354655D+05 ************    0.4338588     13.614    21.558    EM
                                                     25.054    39.403
                                                     35.934    56.302
                                                     40.840    44.355
                                                     49.923    23.607
                                                     41.038    44.970
                                                     37.744    27.147
                                                     53.550    50.751
                                                     65.234    68.311
                                                     25.724    42.494
                                                     47.529    46.807
                                                     45.504    69.755
                                                     51.246    63.418
                                                     66.887   100.028
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    206.431     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   494.843
     3 -0.20131086D+05  223.5690623    0.0109837     12.277    19.790    EM
                                                     23.556    38.512
                                                     34.127    58.127
                                                     40.053    44.470
                                                     52.252    22.896
                                                     41.030    45.769
                                                     38.364    28.929
                                                     58.319    55.054
                                                     70.392    78.070
                                                     22.577    38.588
                                                     44.679    42.170
                                                     41.855    68.092
                                                     49.477    62.012
                                                     69.422    97.634
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    184.125     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   517.383
     4 -0.20022253D+05  108.8325302    0.0054062     11.335    19.336    EM
                                                     22.952    38.454
                                                     34.327    61.228
                                                     40.009    45.418
                                                     56.718    22.805
                                                     41.996    47.560
                                                     40.108    30.294
                                                     64.499    59.370
                                                     74.978    90.526
                                                     19.020    34.318
                                                     40.339    36.160
                                                     37.813    63.117
                                                     46.097    59.010
                                                     70.337    93.398
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    172.378     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   526.099
     5 -0.19922272D+05   99.9816545    0.0049935     10.794    19.788    EM
                                                     23.156    39.529
                                                     35.352    66.295
                                                     40.638    46.857
                                                     64.271    22.662
                                                     43.525    49.595
                                                     41.209    31.309
                                                     70.255    62.205
                                                     77.979   105.260
                                                     15.452    30.033
                                                     35.309    29.982
                                                     33.090    56.715
                                                     41.909    55.130
                                                     70.715    91.788
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    158.172     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   531.026
     6 -0.19832293D+05   89.9781899    0.0045165     10.610    20.845    EM
                                                     24.142    41.189
                                                     36.534    72.884
                                                     41.743    48.397
                                                     75.564    22.180
                                                     44.955    51.105
                                                     40.922    31.660
                                                     74.133    62.590
                                                     78.678   120.573
                                                     12.488    26.232
                                                     30.627    24.622
                                                     28.359    50.432
                                                     37.981    51.168
                                                     71.188    92.849
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    141.087     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   534.263
     7 -0.19765838D+05   66.4553295    0.0033509     10.574    22.119    EM
                                                     25.465    42.634
                                                     37.422    79.576
                                                     42.798    49.756
                                                     89.770    21.353
                                                     45.871    51.747
                                                     39.452    31.385
                                                     75.893    60.743
                                                     77.448   134.505
                                                     10.342    23.338
                                                     27.019    20.610
                                                     24.448    45.366
                                                     34.923    47.806
                                                     72.457    95.092
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    123.903     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   536.184
     8 -0.19725915D+05   39.9233398    0.0020198     10.521    23.339    EM
                                                     26.613    43.489
                                                     37.946    85.129
                                                     43.458    50.918
                                                    105.045    20.296
                                                     46.190    51.533
                                                     37.378    30.747
                                                     76.066    57.533
                                                     75.069   145.785
                                                      8.885    21.427
                                                     24.574    17.894
                                                     21.674    41.821
                                                     32.724    45.340
                                                     75.074    97.103
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    109.076     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   537.355
     9 -0.19704023D+05   21.8916960    0.0011098     10.418    24.405    EM
                                                     27.367    43.812
                                                     38.208    89.169
                                                     43.685    51.902
                                                    119.811    19.156
                                                     46.044    50.650
                                                     35.169    29.985
                                                     75.266    53.761
                                                     72.184   154.067
                                                      7.908    20.300
                                                     22.982    16.132
                                                     19.878    39.511
                                                     31.128    43.708
                                                     78.980    98.637
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     97.331     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   538.446
    10 -0.19691033D+05   12.9902900    0.0006593     10.291    25.314    EM
                                                     27.756    43.785
                                                     38.300    91.921
                                                     43.576    52.695
                                                    133.235    18.051
                                                     45.576    49.313
                                                     33.057    29.219
                                                     73.936    49.931
                                                     69.188   159.586
                                                      7.250    19.709
                                                     21.911    14.995
                                                     18.774    38.034
                                                     29.946    42.722
                                                     83.737   100.076
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                     88.256     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   539.860


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 37


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22263506D+05    0.0000000    0.0000000     32.995    48.929    EM
                                                     35.805    45.148
                                                     62.465    47.643
                                                     34.706    49.532
                                                     34.427    31.367
                                                     35.692    29.406
                                                     40.579    37.857
                                                     41.187    32.001
                                                     38.153    30.856
                                                     33.325    46.527
                                                     34.517    44.265
                                                     61.041    47.191
                                                     31.573    48.536
                                                     30.661   296.958
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    340.712     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   275.948
     2 -0.19910181D+05 2353.3246135    0.1057032     33.349    54.345    EM
                                                     35.561    50.366
                                                     78.915    55.137
                                                     34.442    56.362
                                                     33.455    24.175
                                                     34.325    23.424
                                                     36.670    44.444
                                                     38.625    26.246
                                                     39.125    24.869
                                                     32.376    51.208
                                                     33.976    48.192
                                                     76.602    54.024
                                                     30.306    51.937
                                                     29.514   280.070
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    341.336     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   246.623
     3 -0.19828603D+05   81.5783996    0.0040973     32.613    58.906    EM
                                                     34.542    53.130
                                                     96.156    60.170
                                                     32.957    61.510
                                                     31.834    19.698
                                                     32.494    19.341
                                                     34.176    49.648
                                                     37.339    22.272
                                                     39.105    21.029
                                                     30.649    54.269
                                                     32.255    50.167
                                                     92.437    58.254
                                                     28.273    54.576
                                                     27.538   264.924
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    346.304     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   223.434
     4 -0.19791926D+05   36.6770820    0.0018497     31.647    62.195    EM
                                                     33.396    54.254
                                                    112.106    63.351
                                                     31.284    64.905
                                                     30.186    16.821
                                                     30.998    16.619
                                                     32.550    55.009
                                                     36.742    19.632
                                                     39.076    18.541
                                                     28.889    55.892
                                                     30.411    50.754
                                                    106.796    60.694
                                                     26.259    55.925
                                                     25.590   252.001
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    352.945     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   204.534
     5 -0.19770824D+05   21.1020248    0.0010662     30.662    64.378    EM
                                                     32.286    54.301
                                                    126.227    65.143
                                                     29.661    66.866
                                                     28.645    14.886
                                                     29.847    14.750
                                                     31.521    60.764
                                                     36.609    17.837
                                                     39.164    16.877
                                                     27.248    56.449
                                                     28.674    50.459
                                                    119.352    61.908
                                                     24.410    56.207
                                                     23.816   240.901
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    361.242     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   188.909
     6 -0.19756378D+05   14.4458109    0.0007307     29.723    65.708    EM
                                                     31.262    53.648
                                                    138.435    65.910
                                                     28.153    67.734
                                                     27.239    13.523
                                                     28.946    13.418
                                                     30.904    66.888
                                                     36.792    16.574
                                                     39.328    15.721
                                                     25.764    56.275
                                                     27.105    49.632
                                                    130.167    62.288
                                                     22.750    55.712
                                                     22.235   231.258
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    371.104     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   175.805
     7 -0.19745312D+05   11.0659583    0.0005601     28.847    66.420    EM
                                                     30.331    52.555
                                                    148.853    65.934
                                                     26.770    67.804
                                                     25.961    12.520
                                                     28.217    12.429
                                                     30.570    73.304
                                                     37.183    15.651
                                                     39.523    14.885
                                                     24.429    55.628
                                                     25.704    48.504
                                                    139.445    62.107
                                                     21.266    54.692
                                                     20.830   222.754
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    382.220     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   164.664
     8 -0.19736245D+05    9.0672096    0.0004592     28.031    66.705    EM
                                                     29.488    51.204
                                                    157.678    65.433
                                                     25.500    67.306
                                                     24.793    11.751
                                                     27.613    11.666
                                                     30.428    79.935
                                                     37.704    14.949
                                                     39.716    14.255
                                                     23.225    54.691
                                                     24.454    47.226
                                                    147.419    61.560
                                                     19.936    53.337
                                                     19.576   215.128
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                    394.206     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000   155.085
     9 -0.19728514D+05    7.7306698    0.0003917     27.269    66.701    EM
                                                     28.724    49.718
                                                    165.119    64.566
                                                     24.332    66.413
                                                     23.720    11.142
                                                     27.105    11.060
                                                     30.417    86.713
                                                     38.295    14.395
                                                     39.890    13.762
                                                     22.131    53.586
                                                     23.336    45.896
                                                    154.304    60.778
                                                     18.740    51.781
                                                     18.451   208.180
                                                      0.000     0.000
                                                      0.000     0.000
                                                      0.000     0.000