```Mplus VERSION 8
MUTHEN & MUTHEN
04/10/2017   4:43 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;
MODEL:	%OVERALL%
c1 c2 ON cg;
MODEL cg:	%cg#1%
c2 ON c1;
%cg#2%
c2 ON c1;
MODEL c1:	%c1#1%
[u11\$1] (1);
[u12\$1] (2);
[u13\$1] (3);
[u14\$1] (4);
[u15\$1] (5);
%c1#2%
[u11\$1] (6);
[u12\$1] (7);
[u13\$1] (8);
[u14\$1] (9);
[u15\$1] (10);
%c1#3%
[u11\$1] (11);
[u12\$1] (12);
[u13\$1] (13);
[u14\$1] (14);
[u15\$1] (15);
MODEL c2:
%c2#1%
[u21\$1] (1);
[u22\$1] (2);
[u23\$1] (3);
[u24\$1] (4);
[u25\$1] (5);
%c2#2%
[u21\$1] (6);
[u22\$1] (7);
[u23\$1] (8);
[u24\$1] (9);
[u25\$1] (10);
%c2#3%
[u21\$1] (11);
[u22\$1] (12);
[u23\$1] (13);
[u24\$1] (14);
[u25\$1] (15);
OUTPUT:	TECH1 TECH8 TECH15;

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

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        2000

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

Observed dependent variables

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

Categorical latent variables
CG          C1          C2

Knownclass            CG

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

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  unperturbed      0
-14596.240  533738           11
-14596.240  127215           9
-14596.240  195873           6

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

THE MODEL ESTIMATION TERMINATED NORMALLY

MODEL FIT INFORMATION

Number of Free Parameters                       32

Loglikelihood

H0 Value                      -14596.240
H0 Scaling Correction Factor      1.0327
for MLR

Information Criteria

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

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

Pearson Chi-Square

Value                           1998.775
Degrees of Freedom                  2015
P-Value                           0.5974

Likelihood Ratio Chi-Square

Value                           2121.420
Degrees of Freedom                  2015
P-Value                           0.0486

MODEL RESULTS USE THE LATENT CLASS VARIABLE ORDER

CG  C1  C2

Latent Class Variable Patterns

CG        C1        C2
Class     Class     Class

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

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

Latent Class
Pattern

1  1  1        124.59044          0.06230
1  1  2        105.42708          0.05271
1  1  3         36.89784          0.01845
1  2  1        105.26397          0.05263
1  2  2         37.40217          0.01870
1  2  3         49.78793          0.02489
1  3  1        163.04020          0.08152
1  3  2         82.09408          0.04105
1  3  3        302.49629          0.15125
2  1  1        198.38641          0.09919
2  1  2          8.08201          0.00404
2  1  3         76.10137          0.03805
2  2  1        240.25772          0.12013
2  2  2        123.25269          0.06163
2  2  3        141.80154          0.07090
2  3  1         51.08280          0.02554
2  3  2        108.80221          0.05440
2  3  3         45.23325          0.02262

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

Latent Class
Variable    Class

CG             1      1007.00000          0.50350
2       993.00000          0.49650
C1             1       549.48517          0.27474
2       697.76599          0.34888
3       752.74884          0.37637
C2             1       882.62152          0.44131
2       465.06024          0.23253
3       652.31824          0.32616

LATENT TRANSITION PROBABILITIES BASED ON THE ESTIMATED MODEL

CG Classes (Rows) by C1 Classes (Columns)

1        2        3

1     0.265    0.191    0.544
2     0.285    0.509    0.207

C1 Classes (Rows) by C2 Classes (Columns)

1        2        3

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

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

Latent Class
Pattern

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

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

Latent Class
Variable    Class

CG             1      1007.00000          0.50350
2       993.00006          0.49650
C1             1       549.48535          0.27474
2       697.76593          0.34888
3       752.74872          0.37637
C2             1       882.62134          0.44131
2       465.06036          0.23253
3       652.31830          0.32616

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

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             508          0.25400
2             730          0.36500
3             762          0.38100
C2             1             950          0.47500
2             354          0.17700
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   0.519    0.148    0.030    0.154    0.018    0.012    0.083    0.014    0.023
2   0.176    0.509    0.052    0.056    0.072    0.024    0.026    0.047    0.038
3   0.065    0.178    0.461    0.010    0.011    0.109    0.004    0.006    0.156
4   0.135    0.047    0.007    0.443    0.080    0.044    0.160    0.038    0.046
5   0.020    0.128    0.014    0.142    0.378    0.156    0.019    0.073    0.069
6   0.056    0.093    0.136    0.078    0.061    0.403    0.007    0.008    0.157
7   0.052    0.025    0.003    0.067    0.012    0.005    0.550    0.137    0.149
8   0.015    0.104    0.003    0.021    0.062    0.006    0.128    0.528    0.134
9   0.016    0.027    0.030    0.021    0.018    0.064    0.066    0.081    0.677
10   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
11   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
12   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
13   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
14   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
15   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
16   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
17   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
18   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000

10       11       12       13       14       15       16       17       18

1   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
2   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
3   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
4   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
5   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
6   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
7   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
8   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
9   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
10   0.614    0.016    0.069    0.169    0.050    0.027    0.025    0.025    0.005
11   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
12   0.133    0.025    0.536    0.026    0.061    0.165    0.002    0.025    0.026
13   0.181    0.004    0.010    0.526    0.128    0.042    0.062    0.043    0.006
14   0.056    0.014    0.039    0.147    0.472    0.139    0.008    0.112    0.011
15   0.041    0.003    0.131    0.115    0.092    0.493    0.011    0.038    0.076
16   0.068    0.001    0.001    0.119    0.011    0.004    0.554    0.217    0.025
17   0.048    0.007    0.020    0.088    0.117    0.041    0.101    0.505    0.073
18   0.017    0.001    0.063    0.040    0.033    0.197    0.055    0.172    0.423

MODEL RESULTS

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

Latent Class Pattern 1 1 1

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

Latent Class Pattern 1 1 2

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

Latent Class Pattern 1 1 3

Thresholds
U11\$1             -1.253      0.279     -4.492      0.000
U12\$1             -0.895      0.203     -4.403      0.000
U13\$1             -0.974      0.099     -9.872      0.000
U14\$1             -1.039      0.110     -9.447      0.000
U15\$1             -0.838      0.096     -8.742      0.000
U21\$1              1.061      0.101     10.543      0.000
U22\$1              0.959      0.086     11.117      0.000
U23\$1              0.860      0.120      7.144      0.000
U24\$1              0.829      0.107      7.714      0.000
U25\$1              0.941      0.126      7.483      0.000

Latent Class Pattern 1 2 1

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

Latent Class Pattern 1 2 2

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

Latent Class Pattern 1 2 3

Thresholds
U11\$1              0.960      0.310      3.102      0.002
U12\$1              0.718      0.209      3.441      0.001
U13\$1             -1.078      0.173     -6.234      0.000
U14\$1             -0.825      0.147     -5.621      0.000
U15\$1             -1.286      0.247     -5.215      0.000
U21\$1              1.061      0.101     10.543      0.000
U22\$1              0.959      0.086     11.117      0.000
U23\$1              0.860      0.120      7.144      0.000
U24\$1              0.829      0.107      7.714      0.000
U25\$1              0.941      0.126      7.483      0.000

Latent Class Pattern 1 3 1

Thresholds
U11\$1              1.061      0.101     10.543      0.000
U12\$1              0.959      0.086     11.117      0.000
U13\$1              0.860      0.120      7.144      0.000
U14\$1              0.829      0.107      7.714      0.000
U15\$1              0.941      0.126      7.483      0.000
U21\$1             -1.253      0.279     -4.492      0.000
U22\$1             -0.895      0.203     -4.403      0.000
U23\$1             -0.974      0.099     -9.872      0.000
U24\$1             -1.039      0.110     -9.447      0.000
U25\$1             -0.838      0.096     -8.742      0.000

Latent Class Pattern 1 3 2

Thresholds
U11\$1              1.061      0.101     10.543      0.000
U12\$1              0.959      0.086     11.117      0.000
U13\$1              0.860      0.120      7.144      0.000
U14\$1              0.829      0.107      7.714      0.000
U15\$1              0.941      0.126      7.483      0.000
U21\$1              0.960      0.310      3.102      0.002
U22\$1              0.718      0.209      3.441      0.001
U23\$1             -1.078      0.173     -6.234      0.000
U24\$1             -0.825      0.147     -5.621      0.000
U25\$1             -1.286      0.247     -5.215      0.000

Latent Class Pattern 1 3 3

Thresholds
U11\$1              1.061      0.101     10.543      0.000
U12\$1              0.959      0.086     11.117      0.000
U13\$1              0.860      0.120      7.144      0.000
U14\$1              0.829      0.107      7.714      0.000
U15\$1              0.941      0.126      7.483      0.000
U21\$1              1.061      0.101     10.543      0.000
U22\$1              0.959      0.086     11.117      0.000
U23\$1              0.860      0.120      7.144      0.000
U24\$1              0.829      0.107      7.714      0.000
U25\$1              0.941      0.126      7.483      0.000

Latent Class Pattern 2 1 1

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

Latent Class Pattern 2 1 2

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

Latent Class Pattern 2 1 3

Thresholds
U11\$1             -1.253      0.279     -4.492      0.000
U12\$1             -0.895      0.203     -4.403      0.000
U13\$1             -0.974      0.099     -9.872      0.000
U14\$1             -1.039      0.110     -9.447      0.000
U15\$1             -0.838      0.096     -8.742      0.000
U21\$1              1.061      0.101     10.543      0.000
U22\$1              0.959      0.086     11.117      0.000
U23\$1              0.860      0.120      7.144      0.000
U24\$1              0.829      0.107      7.714      0.000
U25\$1              0.941      0.126      7.483      0.000

Latent Class Pattern 2 2 1

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

Latent Class Pattern 2 2 2

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

Latent Class Pattern 2 2 3

Thresholds
U11\$1              0.960      0.310      3.102      0.002
U12\$1              0.718      0.209      3.441      0.001
U13\$1             -1.078      0.173     -6.234      0.000
U14\$1             -0.825      0.147     -5.621      0.000
U15\$1             -1.286      0.247     -5.215      0.000
U21\$1              1.061      0.101     10.543      0.000
U22\$1              0.959      0.086     11.117      0.000
U23\$1              0.860      0.120      7.144      0.000
U24\$1              0.829      0.107      7.714      0.000
U25\$1              0.941      0.126      7.483      0.000

Latent Class Pattern 2 3 1

Thresholds
U11\$1              1.061      0.101     10.543      0.000
U12\$1              0.959      0.086     11.117      0.000
U13\$1              0.860      0.120      7.144      0.000
U14\$1              0.829      0.107      7.714      0.000
U15\$1              0.941      0.126      7.483      0.000
U21\$1             -1.253      0.279     -4.492      0.000
U22\$1             -0.895      0.203     -4.403      0.000
U23\$1             -0.974      0.099     -9.872      0.000
U24\$1             -1.039      0.110     -9.447      0.000
U25\$1             -0.838      0.096     -8.742      0.000

Latent Class Pattern 2 3 2

Thresholds
U11\$1              1.061      0.101     10.543      0.000
U12\$1              0.959      0.086     11.117      0.000
U13\$1              0.860      0.120      7.144      0.000
U14\$1              0.829      0.107      7.714      0.000
U15\$1              0.941      0.126      7.483      0.000
U21\$1              0.960      0.310      3.102      0.002
U22\$1              0.718      0.209      3.441      0.001
U23\$1             -1.078      0.173     -6.234      0.000
U24\$1             -0.825      0.147     -5.621      0.000
U25\$1             -1.286      0.247     -5.215      0.000

Latent Class Pattern 2 3 3

Thresholds
U11\$1              1.061      0.101     10.543      0.000
U12\$1              0.959      0.086     11.117      0.000
U13\$1              0.860      0.120      7.144      0.000
U14\$1              0.829      0.107      7.714      0.000
U15\$1              0.941      0.126      7.483      0.000
U21\$1              1.061      0.101     10.543      0.000
U22\$1              0.959      0.086     11.117      0.000
U23\$1              0.860      0.120      7.144      0.000
U24\$1              0.829      0.107      7.714      0.000
U25\$1              0.941      0.126      7.483      0.000

Categorical Latent Variables

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

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

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

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

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

Latent Class Pattern CG#1

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

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

Latent Class Pattern CG#2

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

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

RESULTS IN PROBABILITY SCALE

Latent Class Pattern 1 1 1

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

Latent Class Pattern 1 1 2

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

Latent Class Pattern 1 1 3

U11
Category 1         0.222      0.048      4.609      0.000
Category 2         0.778      0.048     16.135      0.000
U12
Category 1         0.290      0.042      6.934      0.000
Category 2         0.710      0.042     16.963      0.000
U13
Category 1         0.274      0.020     13.970      0.000
Category 2         0.726      0.020     36.984      0.000
U14
Category 1         0.261      0.021     12.316      0.000
Category 2         0.739      0.021     34.794      0.000
U15
Category 1         0.302      0.020     14.953      0.000
Category 2         0.698      0.020     34.554      0.000
U21
Category 1         0.743      0.019     38.648      0.000
Category 2         0.257      0.019     13.374      0.000
U22
Category 1         0.723      0.017     41.837      0.000
Category 2         0.277      0.017     16.036      0.000
U23
Category 1         0.703      0.025     27.938      0.000
Category 2         0.297      0.025     11.824      0.000
U24
Category 1         0.696      0.023     30.622      0.000
Category 2         0.304      0.023     13.364      0.000
U25
Category 1         0.719      0.025     28.329      0.000
Category 2         0.281      0.025     11.052      0.000

Latent Class Pattern 1 2 1

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

Latent Class Pattern 1 2 2

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

Latent Class Pattern 1 2 3

U11
Category 1         0.723      0.062     11.670      0.000
Category 2         0.277      0.062      4.466      0.000
U12
Category 1         0.672      0.046     14.615      0.000
Category 2         0.328      0.046      7.125      0.000
U13
Category 1         0.254      0.033      7.746      0.000
Category 2         0.746      0.033     22.776      0.000
U14
Category 1         0.305      0.031      9.806      0.000
Category 2         0.695      0.031     22.366      0.000
U15
Category 1         0.216      0.042      5.174      0.000
Category 2         0.784      0.042     18.729      0.000
U21
Category 1         0.743      0.019     38.648      0.000
Category 2         0.257      0.019     13.374      0.000
U22
Category 1         0.723      0.017     41.837      0.000
Category 2         0.277      0.017     16.036      0.000
U23
Category 1         0.703      0.025     27.938      0.000
Category 2         0.297      0.025     11.824      0.000
U24
Category 1         0.696      0.023     30.622      0.000
Category 2         0.304      0.023     13.364      0.000
U25
Category 1         0.719      0.025     28.329      0.000
Category 2         0.281      0.025     11.052      0.000

Latent Class Pattern 1 3 1

U11
Category 1         0.743      0.019     38.648      0.000
Category 2         0.257      0.019     13.374      0.000
U12
Category 1         0.723      0.017     41.837      0.000
Category 2         0.277      0.017     16.036      0.000
U13
Category 1         0.703      0.025     27.938      0.000
Category 2         0.297      0.025     11.824      0.000
U14
Category 1         0.696      0.023     30.622      0.000
Category 2         0.304      0.023     13.364      0.000
U15
Category 1         0.719      0.025     28.329      0.000
Category 2         0.281      0.025     11.052      0.000
U21
Category 1         0.222      0.048      4.609      0.000
Category 2         0.778      0.048     16.135      0.000
U22
Category 1         0.290      0.042      6.934      0.000
Category 2         0.710      0.042     16.963      0.000
U23
Category 1         0.274      0.020     13.970      0.000
Category 2         0.726      0.020     36.984      0.000
U24
Category 1         0.261      0.021     12.316      0.000
Category 2         0.739      0.021     34.794      0.000
U25
Category 1         0.302      0.020     14.953      0.000
Category 2         0.698      0.020     34.554      0.000

Latent Class Pattern 1 3 2

U11
Category 1         0.743      0.019     38.648      0.000
Category 2         0.257      0.019     13.374      0.000
U12
Category 1         0.723      0.017     41.837      0.000
Category 2         0.277      0.017     16.036      0.000
U13
Category 1         0.703      0.025     27.938      0.000
Category 2         0.297      0.025     11.824      0.000
U14
Category 1         0.696      0.023     30.622      0.000
Category 2         0.304      0.023     13.364      0.000
U15
Category 1         0.719      0.025     28.329      0.000
Category 2         0.281      0.025     11.052      0.000
U21
Category 1         0.723      0.062     11.670      0.000
Category 2         0.277      0.062      4.466      0.000
U22
Category 1         0.672      0.046     14.615      0.000
Category 2         0.328      0.046      7.125      0.000
U23
Category 1         0.254      0.033      7.746      0.000
Category 2         0.746      0.033     22.776      0.000
U24
Category 1         0.305      0.031      9.806      0.000
Category 2         0.695      0.031     22.366      0.000
U25
Category 1         0.216      0.042      5.174      0.000
Category 2         0.784      0.042     18.729      0.000

Latent Class Pattern 1 3 3

U11
Category 1         0.743      0.019     38.648      0.000
Category 2         0.257      0.019     13.374      0.000
U12
Category 1         0.723      0.017     41.837      0.000
Category 2         0.277      0.017     16.036      0.000
U13
Category 1         0.703      0.025     27.938      0.000
Category 2         0.297      0.025     11.824      0.000
U14
Category 1         0.696      0.023     30.622      0.000
Category 2         0.304      0.023     13.364      0.000
U15
Category 1         0.719      0.025     28.329      0.000
Category 2         0.281      0.025     11.052      0.000
U21
Category 1         0.743      0.019     38.648      0.000
Category 2         0.257      0.019     13.374      0.000
U22
Category 1         0.723      0.017     41.837      0.000
Category 2         0.277      0.017     16.036      0.000
U23
Category 1         0.703      0.025     27.938      0.000
Category 2         0.297      0.025     11.824      0.000
U24
Category 1         0.696      0.023     30.622      0.000
Category 2         0.304      0.023     13.364      0.000
U25
Category 1         0.719      0.025     28.329      0.000
Category 2         0.281      0.025     11.052      0.000

Latent Class Pattern 2 1 1

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

Latent Class Pattern 2 1 2

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

Latent Class Pattern 2 1 3

U11
Category 1         0.222      0.048      4.609      0.000
Category 2         0.778      0.048     16.135      0.000
U12
Category 1         0.290      0.042      6.934      0.000
Category 2         0.710      0.042     16.963      0.000
U13
Category 1         0.274      0.020     13.970      0.000
Category 2         0.726      0.020     36.984      0.000
U14
Category 1         0.261      0.021     12.316      0.000
Category 2         0.739      0.021     34.794      0.000
U15
Category 1         0.302      0.020     14.953      0.000
Category 2         0.698      0.020     34.554      0.000
U21
Category 1         0.743      0.019     38.648      0.000
Category 2         0.257      0.019     13.374      0.000
U22
Category 1         0.723      0.017     41.837      0.000
Category 2         0.277      0.017     16.036      0.000
U23
Category 1         0.703      0.025     27.938      0.000
Category 2         0.297      0.025     11.824      0.000
U24
Category 1         0.696      0.023     30.622      0.000
Category 2         0.304      0.023     13.364      0.000
U25
Category 1         0.719      0.025     28.329      0.000
Category 2         0.281      0.025     11.052      0.000

Latent Class Pattern 2 2 1

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

Latent Class Pattern 2 2 2

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

Latent Class Pattern 2 2 3

U11
Category 1         0.723      0.062     11.670      0.000
Category 2         0.277      0.062      4.466      0.000
U12
Category 1         0.672      0.046     14.615      0.000
Category 2         0.328      0.046      7.125      0.000
U13
Category 1         0.254      0.033      7.746      0.000
Category 2         0.746      0.033     22.776      0.000
U14
Category 1         0.305      0.031      9.806      0.000
Category 2         0.695      0.031     22.366      0.000
U15
Category 1         0.216      0.042      5.174      0.000
Category 2         0.784      0.042     18.729      0.000
U21
Category 1         0.743      0.019     38.648      0.000
Category 2         0.257      0.019     13.374      0.000
U22
Category 1         0.723      0.017     41.837      0.000
Category 2         0.277      0.017     16.036      0.000
U23
Category 1         0.703      0.025     27.938      0.000
Category 2         0.297      0.025     11.824      0.000
U24
Category 1         0.696      0.023     30.622      0.000
Category 2         0.304      0.023     13.364      0.000
U25
Category 1         0.719      0.025     28.329      0.000
Category 2         0.281      0.025     11.052      0.000

Latent Class Pattern 2 3 1

U11
Category 1         0.743      0.019     38.648      0.000
Category 2         0.257      0.019     13.374      0.000
U12
Category 1         0.723      0.017     41.837      0.000
Category 2         0.277      0.017     16.036      0.000
U13
Category 1         0.703      0.025     27.938      0.000
Category 2         0.297      0.025     11.824      0.000
U14
Category 1         0.696      0.023     30.622      0.000
Category 2         0.304      0.023     13.364      0.000
U15
Category 1         0.719      0.025     28.329      0.000
Category 2         0.281      0.025     11.052      0.000
U21
Category 1         0.222      0.048      4.609      0.000
Category 2         0.778      0.048     16.135      0.000
U22
Category 1         0.290      0.042      6.934      0.000
Category 2         0.710      0.042     16.963      0.000
U23
Category 1         0.274      0.020     13.970      0.000
Category 2         0.726      0.020     36.984      0.000
U24
Category 1         0.261      0.021     12.316      0.000
Category 2         0.739      0.021     34.794      0.000
U25
Category 1         0.302      0.020     14.953      0.000
Category 2         0.698      0.020     34.554      0.000

Latent Class Pattern 2 3 2

U11
Category 1         0.743      0.019     38.648      0.000
Category 2         0.257      0.019     13.374      0.000
U12
Category 1         0.723      0.017     41.837      0.000
Category 2         0.277      0.017     16.036      0.000
U13
Category 1         0.703      0.025     27.938      0.000
Category 2         0.297      0.025     11.824      0.000
U14
Category 1         0.696      0.023     30.622      0.000
Category 2         0.304      0.023     13.364      0.000
U15
Category 1         0.719      0.025     28.329      0.000
Category 2         0.281      0.025     11.052      0.000
U21
Category 1         0.723      0.062     11.670      0.000
Category 2         0.277      0.062      4.466      0.000
U22
Category 1         0.672      0.046     14.615      0.000
Category 2         0.328      0.046      7.125      0.000
U23
Category 1         0.254      0.033      7.746      0.000
Category 2         0.746      0.033     22.776      0.000
U24
Category 1         0.305      0.031      9.806      0.000
Category 2         0.695      0.031     22.366      0.000
U25
Category 1         0.216      0.042      5.174      0.000
Category 2         0.784      0.042     18.729      0.000

Latent Class Pattern 2 3 3

U11
Category 1         0.743      0.019     38.648      0.000
Category 2         0.257      0.019     13.374      0.000
U12
Category 1         0.723      0.017     41.837      0.000
Category 2         0.277      0.017     16.036      0.000
U13
Category 1         0.703      0.025     27.938      0.000
Category 2         0.297      0.025     11.824      0.000
U14
Category 1         0.696      0.023     30.622      0.000
Category 2         0.304      0.023     13.364      0.000
U15
Category 1         0.719      0.025     28.329      0.000
Category 2         0.281      0.025     11.052      0.000
U21
Category 1         0.743      0.019     38.648      0.000
Category 2         0.257      0.019     13.374      0.000
U22
Category 1         0.723      0.017     41.837      0.000
Category 2         0.277      0.017     16.036      0.000
U23
Category 1         0.703      0.025     27.938      0.000
Category 2         0.297      0.025     11.824      0.000
U24
Category 1         0.696      0.023     30.622      0.000
Category 2         0.304      0.023     13.364      0.000
U25
Category 1         0.719      0.025     28.329      0.000
Category 2         0.281      0.025     11.052      0.000

LATENT CLASS ODDS RATIO RESULTS

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       9.146      2.986      3.063      0.002
U22
Category > 1       5.018      1.230      4.080      0.000
U23
Category > 1       0.900      0.203      4.433      0.000
U24
Category > 1       1.239      0.267      4.631      0.000
U25
Category > 1       0.638      0.186      3.427      0.001

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1      10.116      2.960      3.418      0.001
U22
Category > 1       6.383      1.365      4.676      0.000
U23
Category > 1       6.255      0.969      6.458      0.000
U24
Category > 1       6.473      1.015      6.377      0.000
U25
Category > 1       5.924      0.947      6.253      0.000

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       9.146      2.986      3.063      0.002
U22
Category > 1       5.018      1.230      4.080      0.000
U23
Category > 1       0.900      0.203      4.433      0.000
U24
Category > 1       1.239      0.267      4.631      0.000
U25
Category > 1       0.638      0.186      3.427      0.001

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

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

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

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

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1      10.116      2.960      3.418      0.001
U22
Category > 1       6.383      1.365      4.676      0.000
U23
Category > 1       6.255      0.969      6.458      0.000
U24
Category > 1       6.473      1.015      6.377      0.000
U25
Category > 1       5.924      0.947      6.253      0.000

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

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

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       9.146      2.986      3.063      0.002
U22
Category > 1       5.018      1.230      4.080      0.000
U23
Category > 1       0.900      0.203      4.433      0.000
U24
Category > 1       1.239      0.267      4.631      0.000
U25
Category > 1       0.638      0.186      3.427      0.001

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1      10.116      2.960      3.418      0.001
U22
Category > 1       6.383      1.365      4.676      0.000
U23
Category > 1       6.255      0.969      6.458      0.000
U24
Category > 1       6.473      1.015      6.377      0.000
U25
Category > 1       5.924      0.947      6.253      0.000

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       9.146      2.986      3.063      0.002
U22
Category > 1       5.018      1.230      4.080      0.000
U23
Category > 1       0.900      0.203      4.433      0.000
U24
Category > 1       1.239      0.267      4.631      0.000
U25
Category > 1       0.638      0.186      3.427      0.001

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

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

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

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

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1      10.116      2.960      3.418      0.001
U22
Category > 1       6.383      1.365      4.676      0.000
U23
Category > 1       6.255      0.969      6.458      0.000
U24
Category > 1       6.473      1.015      6.377      0.000
U25
Category > 1       5.924      0.947      6.253      0.000

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       0.109      0.036      3.063      0.002
U22
Category > 1       0.199      0.049      4.080      0.000
U23
Category > 1       1.111      0.251      4.433      0.000
U24
Category > 1       0.807      0.174      4.631      0.000
U25
Category > 1       1.566      0.457      3.427      0.001

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

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

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

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       0.109      0.036      3.063      0.002
U22
Category > 1       0.199      0.049      4.080      0.000
U23
Category > 1       1.111      0.251      4.433      0.000
U24
Category > 1       0.807      0.174      4.631      0.000
U25
Category > 1       1.566      0.457      3.427      0.001

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

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

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       0.109      0.036      3.063      0.002
U22
Category > 1       0.199      0.049      4.080      0.000
U23
Category > 1       1.111      0.251      4.433      0.000
U24
Category > 1       0.807      0.174      4.631      0.000
U25
Category > 1       1.566      0.457      3.427      0.001

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

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

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

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       0.099      0.029      3.418      0.001
U22
Category > 1       0.157      0.034      4.676      0.000
U23
Category > 1       0.160      0.025      6.458      0.000
U24
Category > 1       0.154      0.024      6.377      0.000
U25
Category > 1       0.169      0.027      6.253      0.000

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       0.904      0.285      3.170      0.002
U22
Category > 1       0.786      0.180      4.366      0.000
U23
Category > 1       0.144      0.027      5.319      0.000
U24
Category > 1       0.191      0.032      6.065      0.000
U25
Category > 1       0.108      0.026      4.138      0.000

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1       0.099      0.029      3.418      0.001
U22
Category > 1       0.157      0.034      4.676      0.000
U23
Category > 1       0.160      0.025      6.458      0.000
U24
Category > 1       0.154      0.024      6.377      0.000
U25
Category > 1       0.169      0.027      6.253      0.000

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1       0.904      0.285      3.170      0.002
U22
Category > 1       0.786      0.180      4.366      0.000
U23
Category > 1       0.144      0.027      5.319      0.000
U24
Category > 1       0.191      0.032      6.065      0.000
U25
Category > 1       0.108      0.026      4.138      0.000

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       0.099      0.029      3.418      0.001
U22
Category > 1       0.157      0.034      4.676      0.000
U23
Category > 1       0.160      0.025      6.458      0.000
U24
Category > 1       0.154      0.024      6.377      0.000
U25
Category > 1       0.169      0.027      6.253      0.000

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       0.904      0.285      3.170      0.002
U22
Category > 1       0.786      0.180      4.366      0.000
U23
Category > 1       0.144      0.027      5.319      0.000
U24
Category > 1       0.191      0.032      6.065      0.000
U25
Category > 1       0.108      0.026      4.138      0.000

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

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

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       0.099      0.029      3.418      0.001
U22
Category > 1       0.157      0.034      4.676      0.000
U23
Category > 1       0.160      0.025      6.458      0.000
U24
Category > 1       0.154      0.024      6.377      0.000
U25
Category > 1       0.169      0.027      6.253      0.000

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       0.904      0.285      3.170      0.002
U22
Category > 1       0.786      0.180      4.366      0.000
U23
Category > 1       0.144      0.027      5.319      0.000
U24
Category > 1       0.191      0.032      6.065      0.000
U25
Category > 1       0.108      0.026      4.138      0.000

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1       0.099      0.029      3.418      0.001
U22
Category > 1       0.157      0.034      4.676      0.000
U23
Category > 1       0.160      0.025      6.458      0.000
U24
Category > 1       0.154      0.024      6.377      0.000
U25
Category > 1       0.169      0.027      6.253      0.000

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1       0.904      0.285      3.170      0.002
U22
Category > 1       0.786      0.180      4.366      0.000
U23
Category > 1       0.144      0.027      5.319      0.000
U24
Category > 1       0.191      0.032      6.065      0.000
U25
Category > 1       0.108      0.026      4.138      0.000

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       9.146      2.986      3.063      0.002
U22
Category > 1       5.018      1.230      4.080      0.000
U23
Category > 1       0.900      0.203      4.433      0.000
U24
Category > 1       1.239      0.267      4.631      0.000
U25
Category > 1       0.638      0.186      3.427      0.001

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1      10.116      2.960      3.418      0.001
U22
Category > 1       6.383      1.365      4.676      0.000
U23
Category > 1       6.255      0.969      6.458      0.000
U24
Category > 1       6.473      1.015      6.377      0.000
U25
Category > 1       5.924      0.947      6.253      0.000

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       9.146      2.986      3.063      0.002
U22
Category > 1       5.018      1.230      4.080      0.000
U23
Category > 1       0.900      0.203      4.433      0.000
U24
Category > 1       1.239      0.267      4.631      0.000
U25
Category > 1       0.638      0.186      3.427      0.001

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1      10.116      2.960      3.418      0.001
U22
Category > 1       6.383      1.365      4.676      0.000
U23
Category > 1       6.255      0.969      6.458      0.000
U24
Category > 1       6.473      1.015      6.377      0.000
U25
Category > 1       5.924      0.947      6.253      0.000

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

U11
Category > 1       0.109      0.036      3.063      0.002
U12
Category > 1       0.199      0.049      4.080      0.000
U13
Category > 1       1.111      0.251      4.433      0.000
U14
Category > 1       0.807      0.174      4.631      0.000
U15
Category > 1       1.566      0.457      3.427      0.001
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       0.109      0.036      3.063      0.002
U12
Category > 1       0.199      0.049      4.080      0.000
U13
Category > 1       1.111      0.251      4.433      0.000
U14
Category > 1       0.807      0.174      4.631      0.000
U15
Category > 1       1.566      0.457      3.427      0.001
U21
Category > 1       9.146      2.986      3.063      0.002
U22
Category > 1       5.018      1.230      4.080      0.000
U23
Category > 1       0.900      0.203      4.433      0.000
U24
Category > 1       1.239      0.267      4.631      0.000
U25
Category > 1       0.638      0.186      3.427      0.001

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

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

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

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

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       9.146      2.986      3.063      0.002
U22
Category > 1       5.018      1.230      4.080      0.000
U23
Category > 1       0.900      0.203      4.433      0.000
U24
Category > 1       1.239      0.267      4.631      0.000
U25
Category > 1       0.638      0.186      3.427      0.001

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1      10.116      2.960      3.418      0.001
U22
Category > 1       6.383      1.365      4.676      0.000
U23
Category > 1       6.255      0.969      6.458      0.000
U24
Category > 1       6.473      1.015      6.377      0.000
U25
Category > 1       5.924      0.947      6.253      0.000

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       9.146      2.986      3.063      0.002
U22
Category > 1       5.018      1.230      4.080      0.000
U23
Category > 1       0.900      0.203      4.433      0.000
U24
Category > 1       1.239      0.267      4.631      0.000
U25
Category > 1       0.638      0.186      3.427      0.001

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1      10.116      2.960      3.418      0.001
U22
Category > 1       6.383      1.365      4.676      0.000
U23
Category > 1       6.255      0.969      6.458      0.000
U24
Category > 1       6.473      1.015      6.377      0.000
U25
Category > 1       5.924      0.947      6.253      0.000

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       0.109      0.036      3.063      0.002
U22
Category > 1       0.199      0.049      4.080      0.000
U23
Category > 1       1.111      0.251      4.433      0.000
U24
Category > 1       0.807      0.174      4.631      0.000
U25
Category > 1       1.566      0.457      3.427      0.001

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

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

U11
Category > 1       0.109      0.036      3.063      0.002
U12
Category > 1       0.199      0.049      4.080      0.000
U13
Category > 1       1.111      0.251      4.433      0.000
U14
Category > 1       0.807      0.174      4.631      0.000
U15
Category > 1       1.566      0.457      3.427      0.001
U21
Category > 1       0.109      0.036      3.063      0.002
U22
Category > 1       0.199      0.049      4.080      0.000
U23
Category > 1       1.111      0.251      4.433      0.000
U24
Category > 1       0.807      0.174      4.631      0.000
U25
Category > 1       1.566      0.457      3.427      0.001

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

U11
Category > 1       0.109      0.036      3.063      0.002
U12
Category > 1       0.199      0.049      4.080      0.000
U13
Category > 1       1.111      0.251      4.433      0.000
U14
Category > 1       0.807      0.174      4.631      0.000
U15
Category > 1       1.566      0.457      3.427      0.001
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       0.109      0.036      3.063      0.002
U12
Category > 1       0.199      0.049      4.080      0.000
U13
Category > 1       1.111      0.251      4.433      0.000
U14
Category > 1       0.807      0.174      4.631      0.000
U15
Category > 1       1.566      0.457      3.427      0.001
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       0.109      0.036      3.063      0.002
U22
Category > 1       0.199      0.049      4.080      0.000
U23
Category > 1       1.111      0.251      4.433      0.000
U24
Category > 1       0.807      0.174      4.631      0.000
U25
Category > 1       1.566      0.457      3.427      0.001

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

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

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       0.109      0.036      3.063      0.002
U22
Category > 1       0.199      0.049      4.080      0.000
U23
Category > 1       1.111      0.251      4.433      0.000
U24
Category > 1       0.807      0.174      4.631      0.000
U25
Category > 1       1.566      0.457      3.427      0.001

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       0.099      0.029      3.418      0.001
U22
Category > 1       0.157      0.034      4.676      0.000
U23
Category > 1       0.160      0.025      6.458      0.000
U24
Category > 1       0.154      0.024      6.377      0.000
U25
Category > 1       0.169      0.027      6.253      0.000

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       0.904      0.285      3.170      0.002
U22
Category > 1       0.786      0.180      4.366      0.000
U23
Category > 1       0.144      0.027      5.319      0.000
U24
Category > 1       0.191      0.032      6.065      0.000
U25
Category > 1       0.108      0.026      4.138      0.000

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       0.109      0.036      3.063      0.002
U12
Category > 1       0.199      0.049      4.080      0.000
U13
Category > 1       1.111      0.251      4.433      0.000
U14
Category > 1       0.807      0.174      4.631      0.000
U15
Category > 1       1.566      0.457      3.427      0.001
U21
Category > 1       0.099      0.029      3.418      0.001
U22
Category > 1       0.157      0.034      4.676      0.000
U23
Category > 1       0.160      0.025      6.458      0.000
U24
Category > 1       0.154      0.024      6.377      0.000
U25
Category > 1       0.169      0.027      6.253      0.000

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

U11
Category > 1       0.109      0.036      3.063      0.002
U12
Category > 1       0.199      0.049      4.080      0.000
U13
Category > 1       1.111      0.251      4.433      0.000
U14
Category > 1       0.807      0.174      4.631      0.000
U15
Category > 1       1.566      0.457      3.427      0.001
U21
Category > 1       0.904      0.285      3.170      0.002
U22
Category > 1       0.786      0.180      4.366      0.000
U23
Category > 1       0.144      0.027      5.319      0.000
U24
Category > 1       0.191      0.032      6.065      0.000
U25
Category > 1       0.108      0.026      4.138      0.000

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

U11
Category > 1       0.109      0.036      3.063      0.002
U12
Category > 1       0.199      0.049      4.080      0.000
U13
Category > 1       1.111      0.251      4.433      0.000
U14
Category > 1       0.807      0.174      4.631      0.000
U15
Category > 1       1.566      0.457      3.427      0.001
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       0.099      0.029      3.418      0.001
U22
Category > 1       0.157      0.034      4.676      0.000
U23
Category > 1       0.160      0.025      6.458      0.000
U24
Category > 1       0.154      0.024      6.377      0.000
U25
Category > 1       0.169      0.027      6.253      0.000

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       0.904      0.285      3.170      0.002
U22
Category > 1       0.786      0.180      4.366      0.000
U23
Category > 1       0.144      0.027      5.319      0.000
U24
Category > 1       0.191      0.032      6.065      0.000
U25
Category > 1       0.108      0.026      4.138      0.000

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

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

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       0.099      0.029      3.418      0.001
U22
Category > 1       0.157      0.034      4.676      0.000
U23
Category > 1       0.160      0.025      6.458      0.000
U24
Category > 1       0.154      0.024      6.377      0.000
U25
Category > 1       0.169      0.027      6.253      0.000

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       0.904      0.285      3.170      0.002
U22
Category > 1       0.786      0.180      4.366      0.000
U23
Category > 1       0.144      0.027      5.319      0.000
U24
Category > 1       0.191      0.032      6.065      0.000
U25
Category > 1       0.108      0.026      4.138      0.000

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       9.146      2.986      3.063      0.002
U22
Category > 1       5.018      1.230      4.080      0.000
U23
Category > 1       0.900      0.203      4.433      0.000
U24
Category > 1       1.239      0.267      4.631      0.000
U25
Category > 1       0.638      0.186      3.427      0.001

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1      10.116      2.960      3.418      0.001
U22
Category > 1       6.383      1.365      4.676      0.000
U23
Category > 1       6.255      0.969      6.458      0.000
U24
Category > 1       6.473      1.015      6.377      0.000
U25
Category > 1       5.924      0.947      6.253      0.000

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

U11
Category > 1       0.099      0.029      3.418      0.001
U12
Category > 1       0.157      0.034      4.676      0.000
U13
Category > 1       0.160      0.025      6.458      0.000
U14
Category > 1       0.154      0.024      6.377      0.000
U15
Category > 1       0.169      0.027      6.253      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       0.099      0.029      3.418      0.001
U12
Category > 1       0.157      0.034      4.676      0.000
U13
Category > 1       0.160      0.025      6.458      0.000
U14
Category > 1       0.154      0.024      6.377      0.000
U15
Category > 1       0.169      0.027      6.253      0.000
U21
Category > 1       9.146      2.986      3.063      0.002
U22
Category > 1       5.018      1.230      4.080      0.000
U23
Category > 1       0.900      0.203      4.433      0.000
U24
Category > 1       1.239      0.267      4.631      0.000
U25
Category > 1       0.638      0.186      3.427      0.001

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

U11
Category > 1       0.099      0.029      3.418      0.001
U12
Category > 1       0.157      0.034      4.676      0.000
U13
Category > 1       0.160      0.025      6.458      0.000
U14
Category > 1       0.154      0.024      6.377      0.000
U15
Category > 1       0.169      0.027      6.253      0.000
U21
Category > 1      10.116      2.960      3.418      0.001
U22
Category > 1       6.383      1.365      4.676      0.000
U23
Category > 1       6.255      0.969      6.458      0.000
U24
Category > 1       6.473      1.015      6.377      0.000
U25
Category > 1       5.924      0.947      6.253      0.000

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

U11
Category > 1       0.904      0.285      3.170      0.002
U12
Category > 1       0.786      0.180      4.366      0.000
U13
Category > 1       0.144      0.027      5.319      0.000
U14
Category > 1       0.191      0.032      6.065      0.000
U15
Category > 1       0.108      0.026      4.138      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       0.904      0.285      3.170      0.002
U12
Category > 1       0.786      0.180      4.366      0.000
U13
Category > 1       0.144      0.027      5.319      0.000
U14
Category > 1       0.191      0.032      6.065      0.000
U15
Category > 1       0.108      0.026      4.138      0.000
U21
Category > 1       9.146      2.986      3.063      0.002
U22
Category > 1       5.018      1.230      4.080      0.000
U23
Category > 1       0.900      0.203      4.433      0.000
U24
Category > 1       1.239      0.267      4.631      0.000
U25
Category > 1       0.638      0.186      3.427      0.001

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

U11
Category > 1       0.904      0.285      3.170      0.002
U12
Category > 1       0.786      0.180      4.366      0.000
U13
Category > 1       0.144      0.027      5.319      0.000
U14
Category > 1       0.191      0.032      6.065      0.000
U15
Category > 1       0.108      0.026      4.138      0.000
U21
Category > 1      10.116      2.960      3.418      0.001
U22
Category > 1       6.383      1.365      4.676      0.000
U23
Category > 1       6.255      0.969      6.458      0.000
U24
Category > 1       6.473      1.015      6.377      0.000
U25
Category > 1       5.924      0.947      6.253      0.000

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

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

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       9.146      2.986      3.063      0.002
U22
Category > 1       5.018      1.230      4.080      0.000
U23
Category > 1       0.900      0.203      4.433      0.000
U24
Category > 1       1.239      0.267      4.631      0.000
U25
Category > 1       0.638      0.186      3.427      0.001

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1      10.116      2.960      3.418      0.001
U22
Category > 1       6.383      1.365      4.676      0.000
U23
Category > 1       6.255      0.969      6.458      0.000
U24
Category > 1       6.473      1.015      6.377      0.000
U25
Category > 1       5.924      0.947      6.253      0.000

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

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

U11
Category > 1       0.099      0.029      3.418      0.001
U12
Category > 1       0.157      0.034      4.676      0.000
U13
Category > 1       0.160      0.025      6.458      0.000
U14
Category > 1       0.154      0.024      6.377      0.000
U15
Category > 1       0.169      0.027      6.253      0.000
U21
Category > 1       0.109      0.036      3.063      0.002
U22
Category > 1       0.199      0.049      4.080      0.000
U23
Category > 1       1.111      0.251      4.433      0.000
U24
Category > 1       0.807      0.174      4.631      0.000
U25
Category > 1       1.566      0.457      3.427      0.001

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

U11
Category > 1       0.099      0.029      3.418      0.001
U12
Category > 1       0.157      0.034      4.676      0.000
U13
Category > 1       0.160      0.025      6.458      0.000
U14
Category > 1       0.154      0.024      6.377      0.000
U15
Category > 1       0.169      0.027      6.253      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       0.099      0.029      3.418      0.001
U12
Category > 1       0.157      0.034      4.676      0.000
U13
Category > 1       0.160      0.025      6.458      0.000
U14
Category > 1       0.154      0.024      6.377      0.000
U15
Category > 1       0.169      0.027      6.253      0.000
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

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

U11
Category > 1       0.904      0.285      3.170      0.002
U12
Category > 1       0.786      0.180      4.366      0.000
U13
Category > 1       0.144      0.027      5.319      0.000
U14
Category > 1       0.191      0.032      6.065      0.000
U15
Category > 1       0.108      0.026      4.138      0.000
U21
Category > 1       0.109      0.036      3.063      0.002
U22
Category > 1       0.199      0.049      4.080      0.000
U23
Category > 1       1.111      0.251      4.433      0.000
U24
Category > 1       0.807      0.174      4.631      0.000
U25
Category > 1       1.566      0.457      3.427      0.001

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

U11
Category > 1       0.904      0.285      3.170      0.002
U12
Category > 1       0.786      0.180      4.366      0.000
U13
Category > 1       0.144      0.027      5.319      0.000
U14
Category > 1       0.191      0.032      6.065      0.000
U15
Category > 1       0.108      0.026      4.138      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       0.904      0.285      3.170      0.002
U12
Category > 1       0.786      0.180      4.366      0.000
U13
Category > 1       0.144      0.027      5.319      0.000
U14
Category > 1       0.191      0.032      6.065      0.000
U15
Category > 1       0.108      0.026      4.138      0.000
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       0.109      0.036      3.063      0.002
U22
Category > 1       0.199      0.049      4.080      0.000
U23
Category > 1       1.111      0.251      4.433      0.000
U24
Category > 1       0.807      0.174      4.631      0.000
U25
Category > 1       1.566      0.457      3.427      0.001

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

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

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

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

U11
Category > 1       0.099      0.029      3.418      0.001
U12
Category > 1       0.157      0.034      4.676      0.000
U13
Category > 1       0.160      0.025      6.458      0.000
U14
Category > 1       0.154      0.024      6.377      0.000
U15
Category > 1       0.169      0.027      6.253      0.000
U21
Category > 1       0.099      0.029      3.418      0.001
U22
Category > 1       0.157      0.034      4.676      0.000
U23
Category > 1       0.160      0.025      6.458      0.000
U24
Category > 1       0.154      0.024      6.377      0.000
U25
Category > 1       0.169      0.027      6.253      0.000

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

U11
Category > 1       0.099      0.029      3.418      0.001
U12
Category > 1       0.157      0.034      4.676      0.000
U13
Category > 1       0.160      0.025      6.458      0.000
U14
Category > 1       0.154      0.024      6.377      0.000
U15
Category > 1       0.169      0.027      6.253      0.000
U21
Category > 1       0.904      0.285      3.170      0.002
U22
Category > 1       0.786      0.180      4.366      0.000
U23
Category > 1       0.144      0.027      5.319      0.000
U24
Category > 1       0.191      0.032      6.065      0.000
U25
Category > 1       0.108      0.026      4.138      0.000

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

U11
Category > 1       0.099      0.029      3.418      0.001
U12
Category > 1       0.157      0.034      4.676      0.000
U13
Category > 1       0.160      0.025      6.458      0.000
U14
Category > 1       0.154      0.024      6.377      0.000
U15
Category > 1       0.169      0.027      6.253      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       0.904      0.285      3.170      0.002
U12
Category > 1       0.786      0.180      4.366      0.000
U13
Category > 1       0.144      0.027      5.319      0.000
U14
Category > 1       0.191      0.032      6.065      0.000
U15
Category > 1       0.108      0.026      4.138      0.000
U21
Category > 1       0.099      0.029      3.418      0.001
U22
Category > 1       0.157      0.034      4.676      0.000
U23
Category > 1       0.160      0.025      6.458      0.000
U24
Category > 1       0.154      0.024      6.377      0.000
U25
Category > 1       0.169      0.027      6.253      0.000

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

U11
Category > 1       0.904      0.285      3.170      0.002
U12
Category > 1       0.786      0.180      4.366      0.000
U13
Category > 1       0.144      0.027      5.319      0.000
U14
Category > 1       0.191      0.032      6.065      0.000
U15
Category > 1       0.108      0.026      4.138      0.000
U21
Category > 1       0.904      0.285      3.170      0.002
U22
Category > 1       0.786      0.180      4.366      0.000
U23
Category > 1       0.144      0.027      5.319      0.000
U24
Category > 1       0.191      0.032      6.065      0.000
U25
Category > 1       0.108      0.026      4.138      0.000

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

U11
Category > 1       0.904      0.285      3.170      0.002
U12
Category > 1       0.786      0.180      4.366      0.000
U13
Category > 1       0.144      0.027      5.319      0.000
U14
Category > 1       0.191      0.032      6.065      0.000
U15
Category > 1       0.108      0.026      4.138      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       0.099      0.029      3.418      0.001
U22
Category > 1       0.157      0.034      4.676      0.000
U23
Category > 1       0.160      0.025      6.458      0.000
U24
Category > 1       0.154      0.024      6.377      0.000
U25
Category > 1       0.169      0.027      6.253      0.000

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       0.904      0.285      3.170      0.002
U22
Category > 1       0.786      0.180      4.366      0.000
U23
Category > 1       0.144      0.027      5.319      0.000
U24
Category > 1       0.191      0.032      6.065      0.000
U25
Category > 1       0.108      0.026      4.138      0.000

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

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

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       9.146      2.986      3.063      0.002
U22
Category > 1       5.018      1.230      4.080      0.000
U23
Category > 1       0.900      0.203      4.433      0.000
U24
Category > 1       1.239      0.267      4.631      0.000
U25
Category > 1       0.638      0.186      3.427      0.001

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1      10.116      2.960      3.418      0.001
U22
Category > 1       6.383      1.365      4.676      0.000
U23
Category > 1       6.255      0.969      6.458      0.000
U24
Category > 1       6.473      1.015      6.377      0.000
U25
Category > 1       5.924      0.947      6.253      0.000

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       9.146      2.986      3.063      0.002
U22
Category > 1       5.018      1.230      4.080      0.000
U23
Category > 1       0.900      0.203      4.433      0.000
U24
Category > 1       1.239      0.267      4.631      0.000
U25
Category > 1       0.638      0.186      3.427      0.001

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

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

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

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

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1      10.116      2.960      3.418      0.001
U22
Category > 1       6.383      1.365      4.676      0.000
U23
Category > 1       6.255      0.969      6.458      0.000
U24
Category > 1       6.473      1.015      6.377      0.000
U25
Category > 1       5.924      0.947      6.253      0.000

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       0.109      0.036      3.063      0.002
U22
Category > 1       0.199      0.049      4.080      0.000
U23
Category > 1       1.111      0.251      4.433      0.000
U24
Category > 1       0.807      0.174      4.631      0.000
U25
Category > 1       1.566      0.457      3.427      0.001

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

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

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

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       0.099      0.029      3.418      0.001
U22
Category > 1       0.157      0.034      4.676      0.000
U23
Category > 1       0.160      0.025      6.458      0.000
U24
Category > 1       0.154      0.024      6.377      0.000
U25
Category > 1       0.169      0.027      6.253      0.000

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       0.904      0.285      3.170      0.002
U22
Category > 1       0.786      0.180      4.366      0.000
U23
Category > 1       0.144      0.027      5.319      0.000
U24
Category > 1       0.191      0.032      6.065      0.000
U25
Category > 1       0.108      0.026      4.138      0.000

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

U11
Category > 1       9.146      2.986      3.063      0.002
U12
Category > 1       5.018      1.230      4.080      0.000
U13
Category > 1       0.900      0.203      4.433      0.000
U14
Category > 1       1.239      0.267      4.631      0.000
U15
Category > 1       0.638      0.186      3.427      0.001
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1       0.099      0.029      3.418      0.001
U22
Category > 1       0.157      0.034      4.676      0.000
U23
Category > 1       0.160      0.025      6.458      0.000
U24
Category > 1       0.154      0.024      6.377      0.000
U25
Category > 1       0.169      0.027      6.253      0.000

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1       0.904      0.285      3.170      0.002
U22
Category > 1       0.786      0.180      4.366      0.000
U23
Category > 1       0.144      0.027      5.319      0.000
U24
Category > 1       0.191      0.032      6.065      0.000
U25
Category > 1       0.108      0.026      4.138      0.000

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

U11
Category > 1      10.116      2.960      3.418      0.001
U12
Category > 1       6.383      1.365      4.676      0.000
U13
Category > 1       6.255      0.969      6.458      0.000
U14
Category > 1       6.473      1.015      6.377      0.000
U15
Category > 1       5.924      0.947      6.253      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       9.146      2.986      3.063      0.002
U22
Category > 1       5.018      1.230      4.080      0.000
U23
Category > 1       0.900      0.203      4.433      0.000
U24
Category > 1       1.239      0.267      4.631      0.000
U25
Category > 1       0.638      0.186      3.427      0.001

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1      10.116      2.960      3.418      0.001
U22
Category > 1       6.383      1.365      4.676      0.000
U23
Category > 1       6.255      0.969      6.458      0.000
U24
Category > 1       6.473      1.015      6.377      0.000
U25
Category > 1       5.924      0.947      6.253      0.000

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       9.146      2.986      3.063      0.002
U22
Category > 1       5.018      1.230      4.080      0.000
U23
Category > 1       0.900      0.203      4.433      0.000
U24
Category > 1       1.239      0.267      4.631      0.000
U25
Category > 1       0.638      0.186      3.427      0.001

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1      10.116      2.960      3.418      0.001
U22
Category > 1       6.383      1.365      4.676      0.000
U23
Category > 1       6.255      0.969      6.458      0.000
U24
Category > 1       6.473      1.015      6.377      0.000
U25
Category > 1       5.924      0.947      6.253      0.000

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       0.109      0.036      3.063      0.002
U22
Category > 1       0.199      0.049      4.080      0.000
U23
Category > 1       1.111      0.251      4.433      0.000
U24
Category > 1       0.807      0.174      4.631      0.000
U25
Category > 1       1.566      0.457      3.427      0.001

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       0.099      0.029      3.418      0.001
U22
Category > 1       0.157      0.034      4.676      0.000
U23
Category > 1       0.160      0.025      6.458      0.000
U24
Category > 1       0.154      0.024      6.377      0.000
U25
Category > 1       0.169      0.027      6.253      0.000

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       0.904      0.285      3.170      0.002
U22
Category > 1       0.786      0.180      4.366      0.000
U23
Category > 1       0.144      0.027      5.319      0.000
U24
Category > 1       0.191      0.032      6.065      0.000
U25
Category > 1       0.108      0.026      4.138      0.000

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

U11
Category > 1       1.106      0.349      3.170      0.002
U12
Category > 1       1.272      0.291      4.366      0.000
U13
Category > 1       6.947      1.306      5.319      0.000
U14
Category > 1       5.226      0.862      6.065      0.000
U15
Category > 1       9.279      2.243      4.138      0.000
U21
Category > 1       1.000      0.000    999.000    999.000
U22
Category > 1       1.000      0.000    999.000    999.000
U23
Category > 1       1.000      0.000    999.000    999.000
U24
Category > 1       1.000      0.000    999.000    999.000
U25
Category > 1       1.000      0.000    999.000    999.000

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       9.146      2.986      3.063      0.002
U22
Category > 1       5.018      1.230      4.080      0.000
U23
Category > 1       0.900      0.203      4.433      0.000
U24
Category > 1       1.239      0.267      4.631      0.000
U25
Category > 1       0.638      0.186      3.427      0.001

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1      10.116      2.960      3.418      0.001
U22
Category > 1       6.383      1.365      4.676      0.000
U23
Category > 1       6.255      0.969      6.458      0.000
U24
Category > 1       6.473      1.015      6.377      0.000
U25
Category > 1       5.924      0.947      6.253      0.000

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

U11
Category > 1       1.000      0.000    999.000    999.000
U12
Category > 1       1.000      0.000    999.000    999.000
U13
Category > 1       1.000      0.000    999.000    999.000
U14
Category > 1       1.000      0.000    999.000    999.000
U15
Category > 1       1.000      0.000    999.000    999.000
U21
Category > 1       1.106      0.349      3.170      0.002
U22
Category > 1       1.272      0.291      4.366      0.000
U23
Category > 1       6.947      1.306      5.319      0.000
U24
Category > 1       5.226      0.862      6.065      0.000
U25
Category > 1       9.279      2.243      4.138      0.000

QUALITY OF NUMERICAL RESULTS

Condition Number for the Information Matrix              0.222E-03
(ratio of smallest to largest eigenvalue)

TECHNICAL 1 OUTPUT

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 1

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 2

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 3

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 1

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 2

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 3

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 1

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 2

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 3

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 1

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 2

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 3

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 1

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 2

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 3

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 1

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 2

PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 3

PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART

TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U11\$1         U12\$1         U13\$1         U14\$1         U15\$1
________      ________      ________      ________      ________
1             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            17            18             0

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

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

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

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

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

STARTING VALUES FOR LATENT CLASS PATTERN 1 1 1

STARTING VALUES FOR LATENT CLASS PATTERN 1 1 2

STARTING VALUES FOR LATENT CLASS PATTERN 1 1 3

STARTING VALUES FOR LATENT CLASS PATTERN 1 2 1

STARTING VALUES FOR LATENT CLASS PATTERN 1 2 2

STARTING VALUES FOR LATENT CLASS PATTERN 1 2 3

STARTING VALUES FOR LATENT CLASS PATTERN 1 3 1

STARTING VALUES FOR LATENT CLASS PATTERN 1 3 2

STARTING VALUES FOR LATENT CLASS PATTERN 1 3 3

STARTING VALUES FOR LATENT CLASS PATTERN 2 1 1

STARTING VALUES FOR LATENT CLASS PATTERN 2 1 2

STARTING VALUES FOR LATENT CLASS PATTERN 2 1 3

STARTING VALUES FOR LATENT CLASS PATTERN 2 2 1

STARTING VALUES FOR LATENT CLASS PATTERN 2 2 2

STARTING VALUES FOR LATENT CLASS PATTERN 2 2 3

STARTING VALUES FOR LATENT CLASS PATTERN 2 3 1

STARTING VALUES FOR LATENT CLASS PATTERN 2 3 2

STARTING VALUES FOR LATENT CLASS PATTERN 2 3 3

STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART

TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U11\$1         U12\$1         U13\$1         U14\$1         U15\$1
________      ________      ________      ________      ________
-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
________      ________      ________      ________      ________
0.000         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           0.000         0.000
C1#2           0.000         0.000
C1#3           0.000         0.000

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

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

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

TECHNICAL 15 OUTPUT

ESTIMATED CONDITIONAL PROBABILITIES FOR THE CLASS VARIABLES

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

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

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

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

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

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

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

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

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

TECHNICAL 8 OUTPUT

INITIAL STAGE ITERATIONS

TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.14897569D+05    0.0000000    0.0000000    107.368    94.860    EM
92.862   109.495
102.893   108.431
125.964   125.167
139.959   132.668
113.815   107.070
121.820   106.025
100.325   114.368
100.897    96.011
2 -0.14799180D+05   98.3892853    0.0066044    107.007    80.807    EM
75.358   105.170
91.328   101.148
137.189   135.430
173.562   156.084
114.704   103.476
133.187   101.566
92.596   115.796
91.414    84.176
3 -0.14728864D+05   70.3160315    0.0047513    111.161    71.907    EM
62.038   102.018
81.802    92.872
142.190   139.701
203.310   174.102
113.670    99.944
143.567    99.981
88.937   113.439
83.947    75.413
4 -0.14695531D+05   33.3329386    0.0022631    117.841    67.106    EM
52.973   100.699
75.426    85.697
142.609   139.658
224.990   184.526
111.275    96.729
153.372   101.639
88.989   108.587
78.764    69.120
5 -0.14680561D+05   14.9699220    0.0010187    125.309    64.718    EM
46.975   100.448
71.144    80.015
141.222   137.483
239.687   189.222
107.694    93.767
163.277   105.419
91.461   102.791
75.119    64.250
6 -0.14671172D+05    9.3894206    0.0006396    132.656    63.590    EM
42.932   100.563
67.937    75.586
139.659   134.385
249.692   190.461
102.950    90.872
173.683   110.283
95.351    96.889
72.396    60.115
7 -0.14662963D+05    8.2091028    0.0005595    139.475    63.130    EM
40.142   100.715
65.258    72.131
138.581   130.900
256.667   189.688
97.126    87.890
184.746   115.602
100.085    91.190
70.288    56.385
8 -0.14654574D+05    8.3888614    0.0005721    145.573    63.097    EM
38.201   100.793
62.871    69.430
138.167   127.269
261.598   187.737
90.422    84.757
196.391   120.990
105.308    85.774
68.683    52.938
9 -0.14645617D+05    8.9571306    0.0006112    150.814    63.433    EM
36.865   100.797
60.702    67.316
138.387   123.623
265.063   185.181
83.174    81.527
208.277   126.138
110.723    80.663
67.567    49.750
10 -0.14636278D+05    9.3385572    0.0006376    155.060    64.167    EM
35.975   100.770
58.760    65.658
139.108   120.071
267.430   182.519
75.820    78.352
219.805   130.769
116.009    75.895
66.979    46.852

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.17935018D+05    0.0000000    0.0000000     56.902    69.712    EM
688.015     1.537
183.977     0.463
0.058     5.697
0.638    18.704
373.868    60.847
212.748     7.935
83.128    97.601
77.147    61.022
2 -0.15166460D+05 2768.5579876    0.1543661     81.977    79.627    EM
640.674     2.183
193.850     0.499
0.093     7.279
0.817    20.323
340.530    75.828
193.179     7.135
91.678   104.887
81.179    78.262
3 -0.15043051D+05  123.4087919    0.0081370    116.071    85.978    EM
591.919     2.861
199.835     0.508
0.134     8.689
1.005    19.963
315.887    86.512
176.798     6.696
98.636   107.323
86.900    94.284
4 -0.14987059D+05   55.9923324    0.0037221    155.873    89.503    EM
541.748     3.545
204.314     0.515
0.181    10.093
1.228    19.034
294.616    92.436
163.298     6.393
104.614   108.846
93.221   110.543
5 -0.14938190D+05   48.8691550    0.0032608    204.445    89.560    EM
485.262     4.350
208.968     0.532
0.245    12.056
1.582    18.118
273.840    95.549
152.445     6.145
109.661   110.295
99.621   127.326
6 -0.14885844D+05   52.3454143    0.0035041    257.816    85.464    EM
424.342     5.292
215.847     0.570
0.339    15.130
2.200    17.599
254.538    96.262
144.922     5.940
113.458   111.808
105.327   143.145
7 -0.14832665D+05   53.1792936    0.0035725    306.477    77.981    EM
364.677     6.360
227.254     0.638
0.476    19.884
3.252    17.841
238.499    94.913
141.346     5.798
115.853   113.222
109.759   155.768
8 -0.14785409D+05   47.2559794    0.0031859    342.149    69.209    EM
311.973     7.549
243.484     0.734
0.664    26.409
4.828    19.134
226.433    92.023
141.337     5.733
117.180   114.171
112.910   164.079
9 -0.14748563D+05   36.8458233    0.0024920    363.394    61.124    EM
269.655     8.894
261.701     0.840
0.903    33.757
6.732    21.620
217.380    88.180
143.318     5.742
118.140   114.230
115.326   169.065
10 -0.14723210D+05   25.3535419    0.0017191    373.844    54.722    EM
238.552    10.458
278.314     0.936
1.181    40.438
8.554    25.227
209.810    83.901
145.413     5.809
119.370   113.171
117.661   172.637

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.25573146D+05    0.0000000    0.0000000    125.044     4.489    EM
3.694    25.812
216.313   181.020
270.463   102.805
77.359     0.831
240.890    61.786
1.148    78.462
1.934    80.933
370.165   156.851
2 -0.15182335D+05 ************    0.4063173    119.098     5.067    EM
4.832    25.309
248.400   212.016
210.192   103.756
78.331     1.950
233.572    77.466
2.652    85.218
2.654   126.264
301.766   161.459
3 -0.14922620D+05  259.7150683    0.0171064    116.125     5.529    EM
5.793    24.831
269.210   225.091
181.867   102.742
75.812     5.601
210.961    81.183
5.915    81.559
2.942   191.126
258.470   155.242
4 -0.14825860D+05   96.7600481    0.0064841    117.393     6.232    EM
6.734    24.790
284.231   229.371
166.340   100.270
71.638    11.978
186.619    79.169
8.703    75.409
3.029   244.628
231.463   152.002
5 -0.14771863D+05   53.9974977    0.0036421    120.641     7.289    EM
7.954    25.449
295.509   228.717
157.326    97.046
67.069    21.171
164.159    75.288
10.461    69.764
3.109   282.980
213.778   152.289
6 -0.14737286D+05   34.5767505    0.0023407    124.864     8.727    EM
9.523    26.884
303.386   225.158
152.124    93.578
62.757    31.827
145.052    71.051
11.328    65.277
3.251   308.094
201.608   155.511
7 -0.14712691D+05   24.5945610    0.0016689    129.391    10.530    EM
11.461    29.111
307.898   220.131
149.154    90.247
59.075    42.447
129.309    67.022
11.742    61.869
3.488   323.886
192.451   160.786
8 -0.14694079D+05   18.6120878    0.0012650    133.724    12.645    EM
13.779    32.122
309.241   214.631
147.430    87.269
56.160    52.248
116.424    63.345
12.044    59.335
3.851   333.459
184.902   167.392
9 -0.14679623D+05   14.4562381    0.0009838    137.522    14.987    EM
16.479    35.873
307.876   209.231
146.339    84.706
53.987    61.036
105.864    60.019
12.432    57.465
4.374   338.799
178.234   174.779
10 -0.14668213D+05   11.4104109    0.0007773    140.597    17.447    EM
19.566    40.284
304.446   204.170
145.512    82.523
52.455    68.902
97.198    57.012
13.001    56.055
5.096   341.119
172.096   182.522

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.23159677D+05    0.0000000    0.0000000      0.083   120.370    EM
207.028     2.220
30.030   105.984
13.040   179.771
348.473     5.682
176.853    27.569
93.788    88.837
37.034    40.089
294.484   228.664
2 -0.15251400D+05 7908.2764269    0.3414675      0.173    80.983    EM
145.238     5.992
44.536   147.528
30.290   192.710
359.552    11.455
135.743    32.759
120.765    76.413
41.714    64.519
247.917   261.715
3 -0.14992545D+05  258.8552942    0.0169726      0.801    59.576    EM
113.961    13.944
57.125   180.058
68.753   181.987
330.794    26.799
111.260    34.007
128.853    68.661
41.072    88.762
223.899   269.686
4 -0.14893923D+05   98.6220682    0.0065781      2.508    45.792    EM
95.540    21.689
67.887   201.063
102.313   170.497
299.712    40.193
98.428    33.261
127.453    62.020
39.656   104.263
211.057   276.669
5 -0.14836317D+05   57.6060106    0.0038678      6.542    36.305    EM
84.326    27.892
80.149   218.183
125.704   159.549
268.350    52.972
89.655    32.342
119.807    55.874
38.025   116.675
202.558   285.091
6 -0.14793816D+05   42.5007563    0.0028646     13.401    29.536    EM
77.462    32.239
95.542   232.741
138.223   149.561
238.296    64.628
82.592    31.461
108.765    49.841
36.426   128.294
195.381   295.612
7 -0.14754682D+05   39.1339360    0.0026453     21.825    24.727    EM
73.716    35.318
114.560   243.406
143.099   140.035
210.314    74.631
76.015    30.539
96.336    44.069
35.149   140.096
188.047   308.118
8 -0.14716493D+05   38.1891039    0.0025883     30.304    21.403    EM
72.631    37.679
136.156   248.382
143.778   130.757
185.910    82.411
69.506    29.496
84.039    38.965
34.534   151.840
180.228   321.982
9 -0.14682249D+05   34.2438066    0.0023269     38.090    19.119    EM
73.673    39.660
157.775   247.388
142.808   122.007
166.480    87.706
63.222    28.311
73.042    34.871
34.857   162.663
172.365   335.962
10 -0.14655680D+05   26.5699142    0.0018097     44.867    17.533    EM
76.225    41.520
176.641   242.094
141.635   114.227
152.257    90.840
57.568    27.039
63.964    31.858
36.207   171.828
165.141   348.555

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.16585795D+05    0.0000000    0.0000000     91.485     0.018    EM
23.503   532.465
0.042   216.717
118.211     0.313
24.246   474.614
0.102     9.665
82.389     6.557
218.030   108.113
52.870    40.661
2 -0.14997648D+05 1588.1464608    0.0957534    120.288     0.031    EM
34.143   455.100
0.064   253.811
113.780     0.477
29.305   503.104
0.145    12.344
79.875     6.859
197.755   100.013
55.170    37.736
3 -0.14890487D+05  107.1613091    0.0071452    147.811     0.046    EM
43.524   391.162
0.090   288.552
102.216     0.650
32.950   526.340
0.203    15.903
78.136     6.977
183.968    92.835
54.326    34.312
4 -0.14822099D+05   68.3875676    0.0045927    172.398     0.055    EM
49.931   341.037
0.104   314.861
91.468     0.759
36.386   541.153
0.276    21.507
77.116     6.960
175.319    87.610
51.816    31.243
5 -0.14771191D+05   50.9079993    0.0034346    196.261     0.060    EM
53.350   304.103
0.107   329.083
83.590     0.819
39.627   546.316
0.371    30.718
77.197     6.903
170.271    84.619
48.338    28.267
6 -0.14738652D+05   32.5394304    0.0022029    217.872     0.062    EM
54.086   279.047
0.106   333.098
79.191     0.855
42.683   544.039
0.480    44.269
78.511     6.825
165.914    83.481
44.375    25.107
7 -0.14719010D+05   19.6422666    0.0013327    236.138     0.063    EM
53.253   262.236
0.103   331.145
77.525     0.887
45.651   538.002
0.588    60.874
80.935     6.724
160.179    83.530
40.321    21.847
8 -0.14706629D+05   12.3802907    0.0008411    251.098     0.063    EM
51.892   250.316
0.100   326.488
77.546     0.921
48.577   531.304
0.682    77.981
84.210     6.602
152.830    84.152
36.471    18.768
9 -0.14698303D+05    8.3258513    0.0005661    263.387     0.062    EM
50.608   241.126
0.097   320.890
78.448     0.957
51.426   525.498
0.760    93.719
88.025     6.469
144.599    84.883
32.984    16.062
10 -0.14692387D+05    5.9163155    0.0004025    273.689     0.062    EM
49.645   233.487
0.094   315.135
79.751     0.992
54.144   520.995
0.824   107.366
92.100     6.333
136.269    85.427
29.907    13.780

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17

ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
1 -0.30557075D+05    0.0000000    0.0000000    723.450     0.000    EM
8.378    45.869
0.005    28.968
180.447     0.091
19.792   217.188
1.161    20.613
417.796     1.095
26.833   187.177
18.959   102.178
2 -0.15207141D+05 ************    0.5023365    760.417     0.000    EM
9.824    42.749
0.005    28.239
146.552     0.090
19.123   271.243
1.652    28.632
409.709     1.196
30.871   148.865
16.984    83.848
3 -0.15044484D+05  162.6575050    0.0106961    779.551     0.001    EM
11.240    38.683
0.005    28.842
128.220     0.096
20.362   291.991
2.060    35.646
393.711     1.285
36.179   130.651
16.534    84.943
4 -0.14978939D+05   65.5445439    0.0043567    788.726     0.001    EM
13.776    34.297
0.005    32.519
113.109     0.107
24.460   297.172
2.476    44.889
374.862     1.393
45.030   116.617
16.063    94.497
5 -0.14915804D+05   63.1354389    0.0042149    785.263     0.001    EM
18.664    29.733
0.005    40.107
99.398     0.124
33.706   295.969
2.956    58.220
350.175     1.498
58.200   103.547
15.052   107.383
6 -0.14847090D+05   68.7140993    0.0046068    767.806     0.001    EM
27.446    25.436
0.005    50.936
86.369     0.144
48.856   291.160
3.527    74.399
324.731     1.611
74.562    92.425
13.667   116.918
7 -0.14788551D+05   58.5389082    0.0039428    740.775     0.001    EM
41.024    21.945
0.005    62.030
75.485     0.171
65.563   284.862
4.258    89.837
303.523     1.765
90.931    84.921
12.460   120.443
8 -0.14750478D+05   38.0728147    0.0025745    711.765     0.001    EM
58.091    19.251
0.005    70.450
68.249     0.213
78.975   277.548
5.228   102.096
287.333     1.986
105.224    80.968
11.671   120.946
9 -0.14727918D+05   22.5605520    0.0015295    685.492     0.001    EM
76.009    17.087
0.006    75.360
63.963     0.279
88.804   269.067
6.524   111.186
274.462     2.287
117.465    79.391
11.230   121.387
10 -0.14713120D+05   14.7980515    0.0010048    662.618     0.001    EM
93.121    15.323
0.006    77.481
61.570     0.381
96.500   259.658
8.236   118.002
263.325     2.669
128.231    79.078
11.005   122.797

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20

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

FINAL STAGE ITERATIONS

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11

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

TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6

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

TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9

10 -0.14655680D+05   26.5699142    0.0018097     44.867    17.533    EM
76.225    41.520
176.641   242.094
141.635   114.227
152.257    90.840
57.568    27.039
63.964    31.858
36.207   171.828
165.141   348.555
11 -0.14637599D+05   18.0802807    0.0012337     50.485    16.412    EM
79.685    43.471
191.307   234.799
140.771   107.677
142.391    92.532
52.847    25.774
56.835    29.759
38.477   179.125
159.021   358.630
12 -0.14626162D+05   11.4371122    0.0007814     54.893    15.603    EM
83.535    45.635
201.895   227.173
140.213   102.357
135.695    93.485
49.130    24.602
51.345    28.330
41.448   184.770
154.128   365.762
13 -0.14619012D+05    7.1502770    0.0004889     58.145    15.006    EM
87.401    48.027
209.310   220.033
139.811    98.117
131.150    94.157
46.315    23.568
47.101    27.350
44.890   189.125
150.373   370.120
14 -0.14614428D+05    4.5837126    0.0003135     60.387    14.558    EM
91.055    50.594
214.532   213.645
139.437    94.762
128.031    94.769
44.238    22.684
43.763    26.660
48.599   192.526
147.591   372.169
15 -0.14611373D+05    3.0548997    0.0002090     61.812    14.220    EM
94.381    53.255
218.332   208.017
139.019    92.110
125.854    95.397
42.731    21.938
41.080    26.155
52.417   195.234
145.613   372.435
16 -0.14609250D+05    2.1229789    0.0001453     62.623    13.965    EM
97.337    55.931
221.242   203.065
138.532    90.007
124.300    96.046
41.653    21.308
38.875    25.768
56.226   197.442
144.289   371.392
17 -0.14607713D+05    1.5370260    0.0001052     62.995    13.773    EM
99.922    58.558
223.605   198.688
137.977    88.328
123.153    96.702
40.892    20.773
37.028    25.461
59.941   199.291
143.492   369.420
18 -0.14606557D+05    1.1561988    0.0000791     63.073    13.632    EM
102.160    61.090
225.637   194.794
137.368    86.976
122.271    97.347
40.362    20.313
35.458    25.211
63.506   200.882
143.116   366.807
19 -0.14605657D+05    0.9002468    0.0000616     62.964    13.531    EM
104.081    63.498
227.470   191.307
136.720    85.873
121.556    97.966
39.997    19.911
34.109    25.005
66.888   202.287
143.073   363.765
20 -0.14604934D+05    0.7225441    0.0000495     62.746    13.463    EM
105.723    65.769
229.184   188.164
136.051    84.960
120.940    98.552
39.751    19.555
32.938    24.835
70.071   203.558
143.291   360.448
21 -0.14604339D+05    0.5953925    0.0000408     62.474    13.421    EM
107.124    67.897
230.826   185.317
135.372    84.191
120.378    99.104
39.588    19.234
31.916    24.699
73.051   204.732
143.712   356.965
22 -0.14603837D+05    0.5018977    0.0000344     62.183    13.402    EM
108.316    69.886
232.422   182.725
134.695    83.531
119.840    99.621
39.485    18.942
31.018    24.592
75.830   205.833
144.287   353.392
23 -0.14603406D+05    0.4314451    0.0000295     61.897    13.402    EM
109.331    71.742
233.984   180.354
134.027    82.955
119.307   100.109
39.422    18.673
30.227    24.514
78.418   206.878
144.976   349.782
24 -0.14603028D+05    0.3771599    0.0000258     61.629    13.419    EM
110.197    73.476
235.521   178.177
133.374    82.442
118.766   100.570
39.388    18.423
29.528    24.462
80.827   207.879
145.748   346.174
25 -0.14602694D+05    0.3344608    0.0000229     61.388    13.449    EM
110.937    75.097
237.032   176.168
132.739    81.978
118.211   101.011
39.374    18.189
28.909    24.436
83.070   208.842
146.577   342.593
26 -0.14602394D+05    0.3002176    0.0000206     61.178    13.493    EM
111.572    76.617
238.519   174.309
132.125    81.551
117.636   101.435
39.374    17.968
28.359    24.433
85.159   209.772
147.443   339.057
27 -0.14602121D+05    0.2722461    0.0000186     61.001    13.547    EM
112.119    78.046
239.979   172.580
131.533    81.152
117.042   101.846
39.385    17.760
27.871    24.453
87.107   210.673
148.328   335.576
28 -0.14601872D+05    0.2489953    0.0000171     60.856    13.612    EM
112.591    79.393
241.411   170.966
130.964    80.777
116.429   102.249
39.403    17.563
27.437    24.494
88.928   211.547
149.220   332.158
29 -0.14601643D+05    0.2293480    0.0000157     60.742    13.686    EM
113.002    80.668
242.814   169.454
130.417    80.420
115.797   102.647
39.428    17.376
27.051    24.554
90.631   212.395
150.109   328.809
30 -0.14601431D+05    0.2124889    0.0000146     60.658    13.769    EM
113.361    81.878
244.186   168.031
129.892    80.077
115.148   103.042
39.458    17.198
26.708    24.632
92.228   213.218
150.987   325.529
31 -0.14601233D+05    0.1978175    0.0000135     60.602    13.859    EM
113.676    83.030
245.526   166.688
129.388    79.746
114.484   103.437
39.494    17.029
26.403    24.726
93.727   214.016
151.847   322.322
32 -0.14601048D+05    0.1848864    0.0000127     60.571    13.956    EM
113.955    84.132
246.833   165.416
128.905    79.425
113.808   103.832
39.534    16.868
26.133    24.836
95.136   214.791
152.684   319.186
33 -0.14600875D+05    0.1733598    0.0000119     60.563    14.060    EM
114.202    85.187
248.106   164.206
128.442    79.112
113.122   104.230
39.579    16.716
25.894    24.959
96.463   215.542
153.496   316.122
34 -0.14600712D+05    0.1629833    0.0000112     60.577    14.170    EM
114.423    86.202
249.346   163.051
127.997    78.806
112.427   104.631
39.630    16.571
25.683    25.094
97.713   216.270
154.280   313.128
35 -0.14600558D+05    0.1535626    0.0000105     60.611    14.285    EM
114.622    87.179
250.554   161.947
127.571    78.506
111.726   105.035
39.686    16.433
25.498    25.241
98.894   216.976
155.033   310.204
36 -0.14600413D+05    0.1449480    0.0000099     60.663    14.405    EM
114.801    88.124
251.728   160.887
127.161    78.211
111.020   105.444
39.747    16.302
25.337    25.398
100.010   217.660
155.755   307.348
37 -0.14600276D+05    0.1370230    0.0000094     60.732    14.530    EM
114.964    89.038
252.870   159.867
126.767    77.921
110.311   105.857
39.814    16.179
25.197    25.563
101.066   218.321
156.444   304.558
38 -0.14600146D+05    0.1296965    0.0000089     60.815    14.659    EM
115.112    89.925
253.980   158.883
126.388    77.635
109.601   106.274
39.887    16.062
25.077    25.737
102.066   218.961
157.102   301.834
39 -0.14600023D+05    0.1228959    0.0000084     60.913    14.792    EM
115.248    90.787
255.060   157.932
126.024    77.352
108.891   106.695
39.966    15.952
24.975    25.918
103.013   219.581
157.727   299.173
40 -0.14599907D+05    0.1165633    0.0000080     61.024    14.928    EM
115.372    91.626
256.109   157.012
125.673    77.073
108.182   107.121
40.051    15.848
24.890    26.105
103.912   220.180
158.321   296.573
41 -0.14599796D+05    0.1106515    0.0000076     61.147    15.068    EM
115.486    92.444
257.130   156.118
125.335    76.798
107.476   107.550
40.141    15.750
24.821    26.297
104.764   220.759
158.883   294.034
42 -0.14599691D+05    0.1051217    0.0000072     61.280    15.210    EM
115.592    93.241
258.122   155.250
125.009    76.525
106.772   107.983
40.237    15.658
24.767    26.495
105.573   221.318
159.415   291.554
43 -0.14599591D+05    0.0999415    0.0000068     61.424    15.355    EM
115.689    94.020
259.086   154.405
124.694    76.254
106.072   108.419
40.340    15.572
24.726    26.696
106.342   221.859
159.916   289.131
44 -0.14599496D+05    0.0950833    0.0000065     61.578    15.503    EM
115.778    94.782
260.024   153.581
124.390    75.987
105.377   108.858
40.447    15.491
24.698    26.901
107.072   222.381
160.389   286.764
45 -0.14599406D+05    0.0905235    0.0000062     61.740    15.652    EM
115.861    95.528
260.936   152.777
124.096    75.722
104.688   109.300
40.560    15.416
24.681    27.109
107.765   222.885
160.834   284.451
46 -0.14599319D+05    0.0862413    0.0000059     61.911    15.804    EM
115.937    96.257
261.823   151.993
123.812    75.459
104.003   109.743
40.679    15.346
24.676    27.319
108.424   223.372
161.252   282.190
47 -0.14599237D+05    0.0822181    0.0000056     62.090    15.957    EM
116.007    96.973
262.686   151.226
123.538    75.199
103.325   110.189
40.802    15.281
24.681    27.531
109.051   223.842
161.643   279.981
48 -0.14599159D+05    0.0784375    0.0000054     62.276    16.111    EM
116.071    97.674
263.526   150.475
123.272    74.941
102.654   110.636
40.930    15.220
24.696    27.744
109.646   224.296
162.010   277.821
49 -0.14599084D+05    0.0748841    0.0000051     62.469    16.267    EM
116.130    98.361
264.343   149.740
123.014    74.686
101.989   111.084
41.063    15.164
24.720    27.959
110.212   224.734
162.353   275.710
50 -0.14599012D+05    0.0715439    0.0000049     62.668    16.424    EM
116.185    99.036
265.138   149.021
122.765    74.432
101.331   111.534
41.201    15.113
24.753    28.174
110.749   225.158
162.673   273.646
51 -0.14598944D+05    0.0684041    0.0000047     62.874    16.581    EM
116.234    99.698
265.913   148.315
122.523    74.181
100.680   111.984
41.342    15.065
24.794    28.389
111.260   225.567
162.971   271.628
52 -0.14598878D+05    0.0654523    0.0000045     63.085    16.739    EM
116.279   100.348
266.667   147.623
122.289    73.933
100.037   112.435
41.488    15.022
24.843    28.604
111.745   225.962
163.248   269.654
53 -0.14598816D+05    0.0626772    0.0000043     63.302    16.898    EM
116.320   100.986
267.401   146.945
122.062    73.686
99.400   112.886
41.637    14.982
24.898    28.819
112.206   226.343
163.505   267.723
54 -0.14598756D+05    0.0600680    0.0000041     63.524    17.057    EM
116.356   101.614
268.115   146.278
121.841    73.442
98.772   113.337
41.789    14.945
24.961    29.034
112.644   226.712
163.743   265.834
55 -0.14598698D+05    0.0576144    0.0000039     63.751    17.216    EM
116.388   102.230
268.812   145.624
121.628    73.200
98.150   113.789
41.945    14.912
25.030    29.247
113.060   227.069
163.963   263.986
56 -0.14598643D+05    0.0553069    0.0000038     63.983    17.376    EM
116.417   102.836
269.490   144.982
121.420    72.961
97.536   114.240
42.104    14.882
25.105    29.460
113.454   227.414
164.166   262.176
57 -0.14598590D+05    0.0531362    0.0000036     64.219    17.535    EM
116.442   103.432
270.151   144.350
121.218    72.723
96.929   114.690
42.265    14.855
25.185    29.671
113.828   227.748
164.352   260.405
58 -0.14598539D+05    0.0510938    0.0000035     64.459    17.694    EM
116.464   104.018
270.794   143.730
121.023    72.489
96.330   115.141
42.429    14.831
25.271    29.880
114.182   228.071
164.523   258.671
59 -0.14598489D+05    0.0491713    0.0000034     64.703    17.853    EM
116.482   104.595
271.421   143.120
120.832    72.256
95.738   115.590
42.595    14.809
25.362    30.088
114.518   228.384
164.679   256.973
60 -0.14598442D+05    0.0473612    0.0000032     64.951    18.011    EM
116.498   105.162
272.032   142.520
120.648    72.026
95.153   116.040
42.764    14.790
25.457    30.294
114.837   228.687
164.821   255.310
61 -0.14598396D+05    0.0456561    0.0000031     65.202    18.169    EM
116.510   105.720
272.628   141.929
120.468    71.799
94.575   116.488
42.934    14.773
25.557    30.498
115.138   228.981
164.949   253.681
62 -0.14598352D+05    0.0440490    0.0000030     65.457    18.327    EM
116.519   106.269
273.208   141.349
120.294    71.574
94.004   116.936
43.106    14.758
25.661    30.700
115.423   229.266
165.065   252.084
63 -0.14598310D+05    0.0425336    0.0000029     65.715    18.484    EM
116.526   106.809
273.773   140.777
120.124    71.351
93.441   117.383
43.279    14.745
25.769    30.900
115.692   229.543
165.169   250.519
64 -0.14598269D+05    0.0411037    0.0000028     65.975    18.640    EM
116.530   107.342
274.324   140.215
119.960    71.131
92.884   117.829
43.453    14.734
25.880    31.098
115.947   229.811
165.262   248.985
65 -0.14598229D+05    0.0397537    0.0000027     66.239    18.795    EM
116.532   107.866
274.861   139.661
119.799    70.913
92.334   118.275
43.629    14.724
25.995    31.293
116.188   230.072
165.344   247.480
66 -0.14598190D+05    0.0384781    0.0000026     66.505    18.949    EM
116.531   108.382
275.385   139.115
119.644    70.699
91.790   118.719
43.806    14.716
26.113    31.485
116.415   230.326
165.416   246.004
67 -0.14598153D+05    0.0372720    0.0000026     66.774    19.102    EM
116.528   108.891
275.895   138.578
119.492    70.486
91.253   119.163
43.984    14.709
26.234    31.675
116.628   230.572
165.478   244.557
68 -0.14596240D+05    1.9134966    0.0001311    124.596    36.897    QN
105.427   163.039
302.489    82.096
105.266    49.791
37.398   198.392
76.103     8.082
51.082    45.229
108.799   240.260
141.800   123.253
69 -0.14596240D+05    0.0000000    0.0000000    124.596    36.897    EM
105.427   163.039
302.489    82.096
105.266    49.791
37.399   198.392
76.103     8.082
51.082    45.229
108.799   240.260
141.800   123.253

Beginning Time:  04:43:52
Ending Time:  04:44:01
Elapsed Time:  00:00:09

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Copyright (c) 1998-2017 Muthen & Muthen
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