```Mplus VERSION 8
MUTHEN & MUTHEN
04/10/2017   4:44 AM

INPUT INSTRUCTIONS

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

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

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        2000

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

Observed dependent variables

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

Categorical latent variables
CG          C1          C2

Knownclass            CG

Estimator                                                      MLR
Information matrix                                        OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
Maximum number of iterations                                 100
Convergence criterion                                  0.100D-05
Optimization Specifications for the EM Algorithm
Maximum number of iterations                                 500
Convergence criteria
Loglikelihood change                                 0.100D-03
Relative loglikelihood change                        0.100D-06
Derivative                                           0.100D-03
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
Number of M step iterations                                    1
M step convergence criterion                           0.100D-05
Basis for M step termination                           ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
Number of M step iterations                                    1
M step convergence criterion                           0.100D-05
Basis for M step termination                           ITERATION
Maximum value for logit thresholds                            15
Minimum value for logit thresholds                           -15
Minimum expected cell size for chi-square              0.100D-01
Optimization algorithm                                         EMA
Random Starts Specifications
Number of initial stage random starts                         20
Number of final stage optimizations                            4
Number of initial stage iterations                            10
Initial stage convergence criterion                    0.100D+01
Random starts scale                                    0.500D+01
Random seed for generating random starts                       0
Parameterization                                       PROBABILITY

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

UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

U11
Category 1    0.589         1178.000
Category 2    0.411          822.000
U12
Category 1    0.588         1176.000
Category 2    0.412          824.000
U13
Category 1    0.431          863.000
Category 2    0.569         1137.000
U14
Category 1    0.445          890.000
Category 2    0.555         1110.000
U15
Category 1    0.429          858.000
Category 2    0.571         1142.000
U21
Category 1    0.512         1025.000
Category 2    0.487          975.000
U22
Category 1    0.518         1037.000
Category 2    0.481          963.000
U23
Category 1    0.406          812.000
Category 2    0.594         1188.000
U24
Category 1    0.408          817.000
Category 2    0.592         1183.000
U25
Category 1    0.418          837.000
Category 2    0.582         1163.000

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

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

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

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

THE MODEL ESTIMATION TERMINATED NORMALLY

MODEL FIT INFORMATION

Number of Free Parameters                       32

Loglikelihood

H0 Value                      -14596.240
H0 Scaling Correction Factor      1.0327
for MLR

Information Criteria

Akaike (AIC)                   29256.479
Bayesian (BIC)                 29435.708
(n* = (n + 2) / 24)

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

Pearson Chi-Square

Value                           1998.778
Degrees of Freedom                  2015
P-Value                           0.5974

Likelihood Ratio Chi-Square

Value                           2121.420
Degrees of Freedom                  2015
P-Value                           0.0486

MODEL RESULTS USE THE LATENT CLASS VARIABLE ORDER

CG  C1  C2

Latent Class Variable Patterns

CG        C1        C2
Class     Class     Class

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

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

Latent Class
Pattern

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

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

Latent Class
Variable    Class

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

LATENT TRANSITION PROBABILITIES BASED ON THE ESTIMATED MODEL

CG Classes (Rows) by C1 Classes (Columns)

1        2        3

1     0.191    0.265    0.544
2     0.509    0.285    0.207

C1 Classes (Rows) by C2 Classes (Columns)

1        2        3

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

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

Latent Class
Pattern

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

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

Latent Class
Variable    Class

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

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

Class Counts and Proportions

Latent Class
Pattern

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

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

Latent Class
Variable    Class

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

CLASSIFICATION QUALITY

Entropy                         0.569

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

Latent Class Variable Patterns

Latent Class         CG        C1        C2
Pattern No.      Class     Class     Class

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

1        2        3        4        5        6        7        8        9

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

10       11       12       13       14       15       16       17       18

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

MODEL RESULTS

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

Latent Class Pattern 1 1 1

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

Latent Class Pattern 1 1 2

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

Latent Class Pattern 1 1 3

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

Latent Class Pattern 1 2 1

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

Latent Class Pattern 1 2 2

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

Latent Class Pattern 1 2 3

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

Latent Class Pattern 1 3 1

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

Latent Class Pattern 1 3 2

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

Latent Class Pattern 1 3 3

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

Latent Class Pattern 2 1 1

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

Latent Class Pattern 2 1 2

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

Latent Class Pattern 2 1 3

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

Latent Class Pattern 2 2 1

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

Latent Class Pattern 2 2 2

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

Latent Class Pattern 2 2 3

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

Latent Class Pattern 2 3 1

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

Latent Class Pattern 2 3 2

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

Latent Class Pattern 2 3 3

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

Categorical Latent Variables

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

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

Means
CG#1               0.504      0.011     45.036      0.000

Latent Class Pattern CG#1

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

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

Latent Class Pattern CG#2

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

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

RESULTS IN PROBABILITY SCALE

Latent Class Pattern 1 1 1

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

Latent Class Pattern 1 1 2

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

Latent Class Pattern 1 1 3

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

Latent Class Pattern 1 2 1

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

Latent Class Pattern 1 2 2

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

Latent Class Pattern 1 2 3

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

Latent Class Pattern 1 3 1

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

Latent Class Pattern 1 3 2

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

Latent Class Pattern 1 3 3

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

Latent Class Pattern 2 1 1

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

Latent Class Pattern 2 1 2

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

Latent Class Pattern 2 1 3

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

Latent Class Pattern 2 2 1

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

Latent Class Pattern 2 2 2

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

Latent Class Pattern 2 2 3

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

Latent Class Pattern 2 3 1

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

Latent Class Pattern 2 3 2

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

Latent Class Pattern 2 3 3

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

LATENT CLASS ODDS RATIO RESULTS

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

QUALITY OF NUMERICAL RESULTS

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

TECHNICAL 1 OUTPUT

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 1

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 2

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 3

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 1

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 2

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 3

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 1

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 2

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 3

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 1

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 2

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 3

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 1

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 2

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 3

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 1

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 2

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 3

PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART

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

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

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

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

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

STARTING VALUES FOR LATENT CLASS PATTERN 1 1 1

STARTING VALUES FOR LATENT CLASS PATTERN 1 1 2

STARTING VALUES FOR LATENT CLASS PATTERN 1 1 3

STARTING VALUES FOR LATENT CLASS PATTERN 1 2 1

STARTING VALUES FOR LATENT CLASS PATTERN 1 2 2

STARTING VALUES FOR LATENT CLASS PATTERN 1 2 3

STARTING VALUES FOR LATENT CLASS PATTERN 1 3 1

STARTING VALUES FOR LATENT CLASS PATTERN 1 3 2

STARTING VALUES FOR LATENT CLASS PATTERN 1 3 3

STARTING VALUES FOR LATENT CLASS PATTERN 2 1 1

STARTING VALUES FOR LATENT CLASS PATTERN 2 1 2

STARTING VALUES FOR LATENT CLASS PATTERN 2 1 3

STARTING VALUES FOR LATENT CLASS PATTERN 2 2 1

STARTING VALUES FOR LATENT CLASS PATTERN 2 2 2

STARTING VALUES FOR LATENT CLASS PATTERN 2 2 3

STARTING VALUES FOR LATENT CLASS PATTERN 2 3 1

STARTING VALUES FOR LATENT CLASS PATTERN 2 3 2

STARTING VALUES FOR LATENT CLASS PATTERN 2 3 3

STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART

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

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

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

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

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

TECHNICAL 15 OUTPUT

ESTIMATED CONDITIONAL PROBABILITIES FOR THE CLASS VARIABLES

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

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

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

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

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

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

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

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

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

TECHNICAL 8 OUTPUT

INITIAL STAGE ITERATIONS

TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.20600692D+05    0.0000000    0.0000000    315.028    47.802    EM
149.115    67.115
14.624    43.770
199.572    41.500
128.474   421.108
52.385   186.758
53.375     6.073
23.160   161.824
18.574    69.744
2 -0.14872070D+05 5728.6216655    0.2780791    312.554    40.307    EM
145.150    63.113
13.975    47.609
203.314    40.299
140.680   445.678
42.530   194.116
45.062     3.785
18.714   161.394
13.624    68.098
3 -0.14819200D+05   52.8702200    0.0035550    314.512    36.962    EM
140.146    65.664
16.301    54.935
199.921    40.484
138.074   460.423
36.223   197.469
40.423     2.702
15.968   161.798
10.624    67.368
4 -0.14788779D+05   30.4206314    0.0020528    316.359    35.281    EM
133.509    70.141
20.489    64.879
194.351    41.616
130.375   470.342
34.426   197.176
38.634     2.367
14.191   160.751
9.566    65.547
5 -0.14759034D+05   29.7452931    0.0020113    317.585    33.998    EM
126.298    75.023
26.306    75.977
187.989    43.199
120.625   478.054
34.945   195.168
37.925     2.245
12.761   159.236
9.305    63.361
6 -0.14733483D+05   25.5511941    0.0017312    319.146    32.883    EM
119.797    78.926
32.726    85.715
182.141    44.705
110.963   484.029
37.342   191.902
37.941     2.260
11.635   157.357
9.575    60.959
7 -0.14716450D+05   17.0321272    0.0011560    321.719    31.884    EM
114.739    81.419
38.557    92.568
177.611    45.831
102.673   488.907
40.942   187.789
38.378     2.374
10.772   155.242
10.145    58.450
8 -0.14707079D+05    9.3711487    0.0006368    325.134    31.013    EM
111.046    82.814
43.294    96.655
174.432    46.581
96.031   493.335
45.028   183.200
39.030     2.549
10.115   152.999
10.831    55.914
9 -0.14701955D+05    5.1239248    0.0003484    328.886    30.291    EM
108.297    83.561
47.030    98.854
172.249    47.067
90.764   497.680
49.109   178.415
39.797     2.754
9.612   150.699
11.525    53.409
10 -0.14698686D+05    3.2693835    0.0002224    332.592    29.708    EM
106.096    84.020
50.056   100.004
170.667    47.374
86.482   502.068
52.922   173.630
40.643     2.974
9.224   148.381
12.177    50.980

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20

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

FINAL STAGE ITERATIONS

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6

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

Beginning Time:  04:44:01
Ending Time:  04:44:07
Elapsed Time:  00:00:06

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

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

Copyright (c) 1998-2017 Muthen & Muthen
```