Mplus VERSION 8
MUTHEN & MUTHEN
04/10/2017 4:17 AM
INPUT INSTRUCTIONS
TITLE: this is an example of a two-level GMM (three-level analysis)
for a continuous outcome with a between-level
categorical latent variable
DATA: FILE = ex10.10.dat;
VARIABLE: NAMES ARE y1-y4 x w dummyb dummy clus;
USEVARIABLES = y1-w;
CLASSES = cb(2) c(2);
WITHIN = x;
BETWEEN = cb w;
CLUSTER = clus;
ANALYSIS: TYPE = TWOLEVEL MIXTURE;
PROCESSORS = 2;
MODEL:
%WITHIN%
%OVERALL%
iw sw | y1@0 y2@1 y3@2 y4@3;
iw sw ON x;
c ON x;
%BETWEEN%
%OVERALL%
ib sb | y1@0 y2@1 y3@2 y4@3;
ib2 | y1-y4@1;
y1-y4@0;
ib sb ON w;
c#1 ON w;
sb@0; c#1;
ib2@0;
cb ON w;
MODEL c:
%BETWEEN%
%c#1%
[ib sb];
%c#2%
[ib sb];
MODEL cb:
%BETWEEN%
%cb#1%
[ib2@0];
%cb#2%
[ib2];
OUTPUT: TECH1 TECH8;
*** WARNING in MODEL command
All continuous latent variable covariances involving SB on the between level
have been fixed to 0 because the variance of SB is fixed at 0.
1 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS
this is an example of a two-level GMM (three-level analysis)
for a continuous outcome with a between-level
categorical latent variable
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 2000
Number of dependent variables 4
Number of independent variables 2
Number of continuous latent variables 5
Number of categorical latent variables 2
Observed dependent variables
Continuous
Y1 Y2 Y3 Y4
Observed independent variables
X W
Continuous latent variables
IW SW IB SB IB2
Categorical latent variables
CB C
Variables with special functions
Cluster variable CLUS
Within variables
X
Between variables
W
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-02
Relative loglikelihood change 0.100D-05
Derivative 0.100D-02
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-02
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-02
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
Integration Specifications
Type STANDARD
Number of integration points 15
Dimensions of numerical integration 2
Adaptive quadrature ON
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
Cholesky OFF
Input data file(s)
ex10.10.dat
Input data format FREE
SUMMARY OF DATA
Number of clusters 100
UNIVARIATE SAMPLE STATISTICS
UNIVARIATE HIGHER-ORDER MOMENT DESCRIPTIVE STATISTICS
Variable/ Mean/ Skewness/ Minimum/ % with Percentiles
Sample Size Variance Kurtosis Maximum Min/Max 20%/60% 40%/80% Median
Y1 2.902 -0.149 -4.441 0.05% 1.076 2.459 2.997
2000.000 4.794 -0.123 10.427 0.05% 3.549 4.751
Y2 3.659 -0.064 -5.011 0.05% 1.528 3.119 3.742
2000.000 6.405 -0.043 12.407 0.05% 4.316 5.758
Y3 4.445 -0.083 -5.373 0.05% 1.736 3.721 4.579
2000.000 9.985 -0.073 15.090 0.05% 5.237 7.109
Y4 5.273 -0.063 -7.860 0.05% 2.057 4.370 5.279
2000.000 15.194 -0.056 18.775 0.05% 6.202 8.574
X -0.018 -0.081 -3.329 0.05% -0.875 -0.266 -0.006
2000.000 1.001 -0.169 3.587 0.05% 0.254 0.854
W 0.004 0.167 -2.417 1.00% -0.966 -0.322 -0.097
100.000 1.005 -0.256 2.631 1.00% 0.234 0.975
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:
-11854.499 195873 6
-11854.501 903420 5
-11854.506 851945 18
-11960.937 27071 15
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 23
Loglikelihood
H0 Value -11854.499
H0 Scaling Correction Factor 0.9971
for MLR
Information Criteria
Akaike (AIC) 23754.998
Bayesian (BIC) 23883.818
Sample-Size Adjusted BIC 23810.746
(n* = (n + 2) / 24)
MODEL RESULTS USE THE LATENT CLASS VARIABLE ORDER
CB C
Latent Class Variable Patterns
CB C
Class Class
1 1
1 2
2 1
2 2
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS
BASED ON ESTIMATED POSTERIOR PROBABILITIES
Latent Class
Pattern
1 1 322.03313 0.16102
1 2 736.11483 0.36806
2 1 521.12158 0.26056
2 2 420.73045 0.21037
FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE
BASED ON ESTIMATED POSTERIOR PROBABILITIES
Latent Class
Variable Class
CB 1 1058.14795 0.52907
2 941.85205 0.47093
C 1 843.15472 0.42158
2 1156.84521 0.57842
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 1 306 0.15300
1 2 737 0.36850
2 1 537 0.26850
2 2 420 0.21000
FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE
BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN
Latent Class
Variable Class
CB 1 1043 0.52150
2 957 0.47850
C 1 843 0.42150
2 1157 0.57850
CLASSIFICATION QUALITY
Entropy 0.791
Average Latent Class Probabilities for Most Likely Latent Class Pattern (Row)
by Latent Class Pattern (Column)
Latent Class Variable Patterns
Latent Class CB C
Pattern No. Class Class
1 1 1
2 1 2
3 2 1
4 2 2
1 2 3 4
1 0.846 0.089 0.051 0.014
2 0.038 0.919 0.001 0.043
3 0.056 0.001 0.893 0.049
4 0.012 0.075 0.060 0.853
MODEL RESULTS
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Within Level
Latent Class Pattern 1 1
IW |
Y1 1.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 1.000 0.000 999.000 999.000
Y4 1.000 0.000 999.000 999.000
SW |
Y1 0.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 2.000 0.000 999.000 999.000
Y4 3.000 0.000 999.000 999.000
IW ON
X 1.013 0.033 30.687 0.000
SW ON
X 0.717 0.018 39.948 0.000
SW WITH
IW -0.036 0.023 -1.588 0.112
Residual Variances
Y1 0.260 0.025 10.418 0.000
Y2 0.262 0.012 21.011 0.000
Y3 0.217 0.015 14.180 0.000
Y4 0.306 0.034 9.071 0.000
IW 1.083 0.055 19.656 0.000
SW 0.386 0.014 27.055 0.000
Latent Class Pattern 1 2
IW |
Y1 1.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 1.000 0.000 999.000 999.000
Y4 1.000 0.000 999.000 999.000
SW |
Y1 0.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 2.000 0.000 999.000 999.000
Y4 3.000 0.000 999.000 999.000
IW ON
X 1.013 0.033 30.687 0.000
SW ON
X 0.717 0.018 39.948 0.000
SW WITH
IW -0.036 0.023 -1.588 0.112
Residual Variances
Y1 0.260 0.025 10.418 0.000
Y2 0.262 0.012 21.011 0.000
Y3 0.217 0.015 14.180 0.000
Y4 0.306 0.034 9.071 0.000
IW 1.083 0.055 19.656 0.000
SW 0.386 0.014 27.055 0.000
Latent Class Pattern 2 1
IW |
Y1 1.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 1.000 0.000 999.000 999.000
Y4 1.000 0.000 999.000 999.000
SW |
Y1 0.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 2.000 0.000 999.000 999.000
Y4 3.000 0.000 999.000 999.000
IW ON
X 1.013 0.033 30.687 0.000
SW ON
X 0.717 0.018 39.948 0.000
SW WITH
IW -0.036 0.023 -1.588 0.112
Residual Variances
Y1 0.260 0.025 10.418 0.000
Y2 0.262 0.012 21.011 0.000
Y3 0.217 0.015 14.180 0.000
Y4 0.306 0.034 9.071 0.000
IW 1.083 0.055 19.656 0.000
SW 0.386 0.014 27.055 0.000
Latent Class Pattern 2 2
IW |
Y1 1.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 1.000 0.000 999.000 999.000
Y4 1.000 0.000 999.000 999.000
SW |
Y1 0.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 2.000 0.000 999.000 999.000
Y4 3.000 0.000 999.000 999.000
IW ON
X 1.013 0.033 30.687 0.000
SW ON
X 0.717 0.018 39.948 0.000
SW WITH
IW -0.036 0.023 -1.588 0.112
Residual Variances
Y1 0.260 0.025 10.418 0.000
Y2 0.262 0.012 21.011 0.000
Y3 0.217 0.015 14.180 0.000
Y4 0.306 0.034 9.071 0.000
IW 1.083 0.055 19.656 0.000
SW 0.386 0.014 27.055 0.000
Between Level
Latent Class Pattern 1 1
IB |
Y1 1.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 1.000 0.000 999.000 999.000
Y4 1.000 0.000 999.000 999.000
SB |
Y1 0.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 2.000 0.000 999.000 999.000
Y4 3.000 0.000 999.000 999.000
IB2 |
Y1 1.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 1.000 0.000 999.000 999.000
Y4 1.000 0.000 999.000 999.000
IB ON
W 0.640 0.107 6.010 0.000
SB ON
W 0.283 0.014 20.545 0.000
Means
IB2 0.000 0.000 999.000 999.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
IB 2.145 0.180 11.923 0.000
SB 0.553 0.026 21.344 0.000
Variances
IB2 0.000 0.000 999.000 999.000
Residual Variances
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
IB 0.464 0.090 5.166 0.000
SB 0.000 0.000 999.000 999.000
Latent Class Pattern 1 2
IB |
Y1 1.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 1.000 0.000 999.000 999.000
Y4 1.000 0.000 999.000 999.000
SB |
Y1 0.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 2.000 0.000 999.000 999.000
Y4 3.000 0.000 999.000 999.000
IB2 |
Y1 1.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 1.000 0.000 999.000 999.000
Y4 1.000 0.000 999.000 999.000
IB ON
W 0.640 0.107 6.010 0.000
SB ON
W 0.283 0.014 20.545 0.000
Means
IB2 0.000 0.000 999.000 999.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
IB 5.167 0.166 31.041 0.000
SB 0.979 0.024 40.973 0.000
Variances
IB2 0.000 0.000 999.000 999.000
Residual Variances
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
IB 0.464 0.090 5.166 0.000
SB 0.000 0.000 999.000 999.000
Latent Class Pattern 2 1
IB |
Y1 1.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 1.000 0.000 999.000 999.000
Y4 1.000 0.000 999.000 999.000
SB |
Y1 0.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 2.000 0.000 999.000 999.000
Y4 3.000 0.000 999.000 999.000
IB2 |
Y1 1.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 1.000 0.000 999.000 999.000
Y4 1.000 0.000 999.000 999.000
IB ON
W 0.640 0.107 6.010 0.000
SB ON
W 0.283 0.014 20.545 0.000
Means
IB2 -2.097 0.233 -9.015 0.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
IB 2.145 0.180 11.923 0.000
SB 0.553 0.026 21.344 0.000
Variances
IB2 0.000 0.000 999.000 999.000
Residual Variances
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
IB 0.464 0.090 5.166 0.000
SB 0.000 0.000 999.000 999.000
Latent Class Pattern 2 2
IB |
Y1 1.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 1.000 0.000 999.000 999.000
Y4 1.000 0.000 999.000 999.000
SB |
Y1 0.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 2.000 0.000 999.000 999.000
Y4 3.000 0.000 999.000 999.000
IB2 |
Y1 1.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 1.000 0.000 999.000 999.000
Y4 1.000 0.000 999.000 999.000
IB ON
W 0.640 0.107 6.010 0.000
SB ON
W 0.283 0.014 20.545 0.000
Means
IB2 -2.097 0.233 -9.015 0.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
IB 5.167 0.166 31.041 0.000
SB 0.979 0.024 40.973 0.000
Variances
IB2 0.000 0.000 999.000 999.000
Residual Variances
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
IB 0.464 0.090 5.166 0.000
SB 0.000 0.000 999.000 999.000
Categorical Latent Variables
Within Level
C#1 ON
X 1.098 0.087 12.601 0.000
Intercepts
C#1 -0.478 0.117 -4.087 0.000
Between Level
C#1 ON
W 1.157 0.129 8.990 0.000
CB#1 ON
W -2.040 0.446 -4.573 0.000
Intercepts
CB#1 0.152 0.381 0.398 0.690
Residual Variances
C#1 0.730 0.230 3.176 0.001
LOGISTIC REGRESSION ODDS RATIO RESULTS
Categorical Latent Variables
Within Level
C#1 ON
X 2.997
Between Level
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.167E-03
(ratio of smallest to largest eigenvalue)
TECHNICAL 1 OUTPUT
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1
NU
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
0 0 0 0 0
NU
W
________
0
LAMBDA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
Y1 0 0 0 0 0
Y2 0 0 0 0 0
Y3 0 0 0 0 0
Y4 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
LAMBDA
SB IB2 X W
________ ________ ________ ________
Y1 0 0 0 0
Y2 0 0 0 0
Y3 0 0 0 0
Y4 0 0 0 0
X 0 0 0 0
W 0 0 0 0
THETA
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
Y1 1
Y2 0 2
Y3 0 0 3
Y4 0 0 0 4
X 0 0 0 0 0
W 0 0 0 0 0
THETA
W
________
W 0
ALPHA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
0 0 0 0 0
ALPHA
SB IB2 X W
________ ________ ________ ________
0 0 0 0
BETA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0 0 0 0 0
SW 0 0 0 0 0
CB#1 0 0 0 0 0
C#1 0 0 0 0 0
IB 0 0 0 0 0
SB 0 0 0 0 0
IB2 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
BETA
SB IB2 X W
________ ________ ________ ________
IW 0 0 5 0
SW 0 0 6 0
CB#1 0 0 0 0
C#1 0 0 0 0
IB 0 0 0 0
SB 0 0 0 0
IB2 0 0 0 0
X 0 0 0 0
W 0 0 0 0
PSI
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 7
SW 8 9
CB#1 0 0 0
C#1 0 0 0 0
IB 0 0 0 0 0
SB 0 0 0 0 0
IB2 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
SB IB2 X W
________ ________ ________ ________
SB 0
IB2 0 0
X 0 0 0
W 0 0 0 0
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2
NU
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
0 0 0 0 0
NU
W
________
0
LAMBDA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
Y1 0 0 0 0 0
Y2 0 0 0 0 0
Y3 0 0 0 0 0
Y4 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
LAMBDA
SB IB2 X W
________ ________ ________ ________
Y1 0 0 0 0
Y2 0 0 0 0
Y3 0 0 0 0
Y4 0 0 0 0
X 0 0 0 0
W 0 0 0 0
THETA
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
Y1 1
Y2 0 2
Y3 0 0 3
Y4 0 0 0 4
X 0 0 0 0 0
W 0 0 0 0 0
THETA
W
________
W 0
ALPHA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
0 0 0 0 0
ALPHA
SB IB2 X W
________ ________ ________ ________
0 0 0 0
BETA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0 0 0 0 0
SW 0 0 0 0 0
CB#1 0 0 0 0 0
C#1 0 0 0 0 0
IB 0 0 0 0 0
SB 0 0 0 0 0
IB2 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
BETA
SB IB2 X W
________ ________ ________ ________
IW 0 0 5 0
SW 0 0 6 0
CB#1 0 0 0 0
C#1 0 0 0 0
IB 0 0 0 0
SB 0 0 0 0
IB2 0 0 0 0
X 0 0 0 0
W 0 0 0 0
PSI
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 7
SW 8 9
CB#1 0 0 0
C#1 0 0 0 0
IB 0 0 0 0 0
SB 0 0 0 0 0
IB2 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
SB IB2 X W
________ ________ ________ ________
SB 0
IB2 0 0
X 0 0 0
W 0 0 0 0
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1
NU
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
0 0 0 0 0
NU
W
________
0
LAMBDA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
Y1 0 0 0 0 0
Y2 0 0 0 0 0
Y3 0 0 0 0 0
Y4 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
LAMBDA
SB IB2 X W
________ ________ ________ ________
Y1 0 0 0 0
Y2 0 0 0 0
Y3 0 0 0 0
Y4 0 0 0 0
X 0 0 0 0
W 0 0 0 0
THETA
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
Y1 1
Y2 0 2
Y3 0 0 3
Y4 0 0 0 4
X 0 0 0 0 0
W 0 0 0 0 0
THETA
W
________
W 0
ALPHA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
0 0 0 0 0
ALPHA
SB IB2 X W
________ ________ ________ ________
0 0 0 0
BETA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0 0 0 0 0
SW 0 0 0 0 0
CB#1 0 0 0 0 0
C#1 0 0 0 0 0
IB 0 0 0 0 0
SB 0 0 0 0 0
IB2 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
BETA
SB IB2 X W
________ ________ ________ ________
IW 0 0 5 0
SW 0 0 6 0
CB#1 0 0 0 0
C#1 0 0 0 0
IB 0 0 0 0
SB 0 0 0 0
IB2 0 0 0 0
X 0 0 0 0
W 0 0 0 0
PSI
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 7
SW 8 9
CB#1 0 0 0
C#1 0 0 0 0
IB 0 0 0 0 0
SB 0 0 0 0 0
IB2 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
SB IB2 X W
________ ________ ________ ________
SB 0
IB2 0 0
X 0 0 0
W 0 0 0 0
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2
NU
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
0 0 0 0 0
NU
W
________
0
LAMBDA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
Y1 0 0 0 0 0
Y2 0 0 0 0 0
Y3 0 0 0 0 0
Y4 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
LAMBDA
SB IB2 X W
________ ________ ________ ________
Y1 0 0 0 0
Y2 0 0 0 0
Y3 0 0 0 0
Y4 0 0 0 0
X 0 0 0 0
W 0 0 0 0
THETA
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
Y1 1
Y2 0 2
Y3 0 0 3
Y4 0 0 0 4
X 0 0 0 0 0
W 0 0 0 0 0
THETA
W
________
W 0
ALPHA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
0 0 0 0 0
ALPHA
SB IB2 X W
________ ________ ________ ________
0 0 0 0
BETA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0 0 0 0 0
SW 0 0 0 0 0
CB#1 0 0 0 0 0
C#1 0 0 0 0 0
IB 0 0 0 0 0
SB 0 0 0 0 0
IB2 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
BETA
SB IB2 X W
________ ________ ________ ________
IW 0 0 5 0
SW 0 0 6 0
CB#1 0 0 0 0
C#1 0 0 0 0
IB 0 0 0 0
SB 0 0 0 0
IB2 0 0 0 0
X 0 0 0 0
W 0 0 0 0
PSI
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 7
SW 8 9
CB#1 0 0 0
C#1 0 0 0 0
IB 0 0 0 0 0
SB 0 0 0 0 0
IB2 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
SB IB2 X W
________ ________ ________ ________
SB 0
IB2 0 0
X 0 0 0
W 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1
NU
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
0 0 0 0 0
NU
W
________
0
LAMBDA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
Y1 0 0 0 0 0
Y2 0 0 0 0 0
Y3 0 0 0 0 0
Y4 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
LAMBDA
SB IB2 X W
________ ________ ________ ________
Y1 0 0 0 0
Y2 0 0 0 0
Y3 0 0 0 0
Y4 0 0 0 0
X 0 0 0 0
W 0 0 0 0
THETA
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
Y1 0
Y2 0 0
Y3 0 0 0
Y4 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
W
________
W 0
ALPHA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
0 0 0 0 10
ALPHA
SB IB2 X W
________ ________ ________ ________
11 0 0 0
BETA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0 0 0 0 0
SW 0 0 0 0 0
CB#1 0 0 0 0 0
C#1 0 0 0 0 0
IB 0 0 0 0 0
SB 0 0 0 0 0
IB2 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
BETA
SB IB2 X W
________ ________ ________ ________
IW 0 0 0 0
SW 0 0 0 0
CB#1 0 0 0 0
C#1 0 0 0 12
IB 0 0 0 13
SB 0 0 0 14
IB2 0 0 0 0
X 0 0 0 0
W 0 0 0 0
PSI
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0
SW 0 0
CB#1 0 0 0
C#1 0 0 0 15
IB 0 0 0 0 16
SB 0 0 0 0 0
IB2 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
SB IB2 X W
________ ________ ________ ________
SB 0
IB2 0 0
X 0 0 0
W 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 2
NU
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
0 0 0 0 0
NU
W
________
0
LAMBDA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
Y1 0 0 0 0 0
Y2 0 0 0 0 0
Y3 0 0 0 0 0
Y4 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
LAMBDA
SB IB2 X W
________ ________ ________ ________
Y1 0 0 0 0
Y2 0 0 0 0
Y3 0 0 0 0
Y4 0 0 0 0
X 0 0 0 0
W 0 0 0 0
THETA
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
Y1 0
Y2 0 0
Y3 0 0 0
Y4 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
W
________
W 0
ALPHA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
0 0 0 0 17
ALPHA
SB IB2 X W
________ ________ ________ ________
18 0 0 0
BETA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0 0 0 0 0
SW 0 0 0 0 0
CB#1 0 0 0 0 0
C#1 0 0 0 0 0
IB 0 0 0 0 0
SB 0 0 0 0 0
IB2 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
BETA
SB IB2 X W
________ ________ ________ ________
IW 0 0 0 0
SW 0 0 0 0
CB#1 0 0 0 0
C#1 0 0 0 12
IB 0 0 0 13
SB 0 0 0 14
IB2 0 0 0 0
X 0 0 0 0
W 0 0 0 0
PSI
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0
SW 0 0
CB#1 0 0 0
C#1 0 0 0 15
IB 0 0 0 0 16
SB 0 0 0 0 0
IB2 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
SB IB2 X W
________ ________ ________ ________
SB 0
IB2 0 0
X 0 0 0
W 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 1
NU
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
0 0 0 0 0
NU
W
________
0
LAMBDA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
Y1 0 0 0 0 0
Y2 0 0 0 0 0
Y3 0 0 0 0 0
Y4 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
LAMBDA
SB IB2 X W
________ ________ ________ ________
Y1 0 0 0 0
Y2 0 0 0 0
Y3 0 0 0 0
Y4 0 0 0 0
X 0 0 0 0
W 0 0 0 0
THETA
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
Y1 0
Y2 0 0
Y3 0 0 0
Y4 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
W
________
W 0
ALPHA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
0 0 0 0 10
ALPHA
SB IB2 X W
________ ________ ________ ________
11 19 0 0
BETA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0 0 0 0 0
SW 0 0 0 0 0
CB#1 0 0 0 0 0
C#1 0 0 0 0 0
IB 0 0 0 0 0
SB 0 0 0 0 0
IB2 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
BETA
SB IB2 X W
________ ________ ________ ________
IW 0 0 0 0
SW 0 0 0 0
CB#1 0 0 0 0
C#1 0 0 0 12
IB 0 0 0 13
SB 0 0 0 14
IB2 0 0 0 0
X 0 0 0 0
W 0 0 0 0
PSI
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0
SW 0 0
CB#1 0 0 0
C#1 0 0 0 15
IB 0 0 0 0 16
SB 0 0 0 0 0
IB2 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
SB IB2 X W
________ ________ ________ ________
SB 0
IB2 0 0
X 0 0 0
W 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 2
NU
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
0 0 0 0 0
NU
W
________
0
LAMBDA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
Y1 0 0 0 0 0
Y2 0 0 0 0 0
Y3 0 0 0 0 0
Y4 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
LAMBDA
SB IB2 X W
________ ________ ________ ________
Y1 0 0 0 0
Y2 0 0 0 0
Y3 0 0 0 0
Y4 0 0 0 0
X 0 0 0 0
W 0 0 0 0
THETA
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
Y1 0
Y2 0 0
Y3 0 0 0
Y4 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
W
________
W 0
ALPHA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
0 0 0 0 17
ALPHA
SB IB2 X W
________ ________ ________ ________
18 19 0 0
BETA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0 0 0 0 0
SW 0 0 0 0 0
CB#1 0 0 0 0 0
C#1 0 0 0 0 0
IB 0 0 0 0 0
SB 0 0 0 0 0
IB2 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
BETA
SB IB2 X W
________ ________ ________ ________
IW 0 0 0 0
SW 0 0 0 0
CB#1 0 0 0 0
C#1 0 0 0 12
IB 0 0 0 13
SB 0 0 0 14
IB2 0 0 0 0
X 0 0 0 0
W 0 0 0 0
PSI
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0
SW 0 0
CB#1 0 0 0
C#1 0 0 0 15
IB 0 0 0 0 16
SB 0 0 0 0 0
IB2 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
SB IB2 X W
________ ________ ________ ________
SB 0
IB2 0 0
X 0 0 0
W 0 0 0 0
PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART (WITHIN)
ALPHA(C)
CB#1 CB#2 C#1 C#2
________ ________ ________ ________
0 0 21 0
GAMMA(C)
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
CB#2 0 0 0 0 0
C#1 0 0 0 0 0
C#2 0 0 0 0 0
GAMMA(C)
SB IB2 X W
________ ________ ________ ________
CB#1 0 0 0 0
CB#2 0 0 0 0
C#1 0 0 23 0
C#2 0 0 0 0
PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART (BETWEEN)
ALPHA(C)
CB#1 CB#2 C#1 C#2
________ ________ ________ ________
20 0 0 0
GAMMA(C)
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
CB#2 0 0 0 0 0
C#1 0 0 0 0 0
C#2 0 0 0 0 0
GAMMA(C)
SB IB2 X W
________ ________ ________ ________
CB#1 0 0 0 22
CB#2 0 0 0 0
C#1 0 0 0 0
C#2 0 0 0 0
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1
NU
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
W
________
0.000
LAMBDA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
Y1 1.000 0.000 0.000 0.000 0.000
Y2 1.000 1.000 0.000 0.000 0.000
Y3 1.000 2.000 0.000 0.000 0.000
Y4 1.000 3.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
LAMBDA
SB IB2 X W
________ ________ ________ ________
Y1 0.000 0.000 0.000 0.000
Y2 0.000 0.000 0.000 0.000
Y3 0.000 0.000 0.000 0.000
Y4 0.000 0.000 0.000 0.000
X 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
Y1 2.397
Y2 0.000 3.202
Y3 0.000 0.000 4.993
Y4 0.000 0.000 0.000 7.597
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
W
________
W 0.000
ALPHA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
ALPHA
SB IB2 X W
________ ________ ________ ________
0.000 0.000 0.000 0.000
BETA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0.000 0.000 0.000 0.000 0.000
SW 0.000 0.000 0.000 0.000 0.000
CB#1 0.000 0.000 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000 0.000
IB 0.000 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
BETA
SB IB2 X W
________ ________ ________ ________
IW 0.000 0.000 0.000 0.000
SW 0.000 0.000 0.000 0.000
CB#1 0.000 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000
IB 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000
PSI
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0.050
SW 0.000 0.050
CB#1 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000
IB 0.000 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
SB IB2 X W
________ ________ ________ ________
SB 0.000
IB2 0.000 0.000
X 0.000 0.000 0.500
W 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2
NU
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
W
________
0.000
LAMBDA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
Y1 1.000 0.000 0.000 0.000 0.000
Y2 1.000 1.000 0.000 0.000 0.000
Y3 1.000 2.000 0.000 0.000 0.000
Y4 1.000 3.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
LAMBDA
SB IB2 X W
________ ________ ________ ________
Y1 0.000 0.000 0.000 0.000
Y2 0.000 0.000 0.000 0.000
Y3 0.000 0.000 0.000 0.000
Y4 0.000 0.000 0.000 0.000
X 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
Y1 2.397
Y2 0.000 3.202
Y3 0.000 0.000 4.993
Y4 0.000 0.000 0.000 7.597
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
W
________
W 0.000
ALPHA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
ALPHA
SB IB2 X W
________ ________ ________ ________
0.000 0.000 0.000 0.000
BETA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0.000 0.000 0.000 0.000 0.000
SW 0.000 0.000 0.000 0.000 0.000
CB#1 0.000 0.000 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000 0.000
IB 0.000 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
BETA
SB IB2 X W
________ ________ ________ ________
IW 0.000 0.000 0.000 0.000
SW 0.000 0.000 0.000 0.000
CB#1 0.000 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000
IB 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000
PSI
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0.050
SW 0.000 0.050
CB#1 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000
IB 0.000 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
SB IB2 X W
________ ________ ________ ________
SB 0.000
IB2 0.000 0.000
X 0.000 0.000 0.500
W 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1
NU
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
W
________
0.000
LAMBDA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
Y1 1.000 0.000 0.000 0.000 0.000
Y2 1.000 1.000 0.000 0.000 0.000
Y3 1.000 2.000 0.000 0.000 0.000
Y4 1.000 3.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
LAMBDA
SB IB2 X W
________ ________ ________ ________
Y1 0.000 0.000 0.000 0.000
Y2 0.000 0.000 0.000 0.000
Y3 0.000 0.000 0.000 0.000
Y4 0.000 0.000 0.000 0.000
X 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
Y1 2.397
Y2 0.000 3.202
Y3 0.000 0.000 4.993
Y4 0.000 0.000 0.000 7.597
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
W
________
W 0.000
ALPHA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
ALPHA
SB IB2 X W
________ ________ ________ ________
0.000 0.000 0.000 0.000
BETA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0.000 0.000 0.000 0.000 0.000
SW 0.000 0.000 0.000 0.000 0.000
CB#1 0.000 0.000 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000 0.000
IB 0.000 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
BETA
SB IB2 X W
________ ________ ________ ________
IW 0.000 0.000 0.000 0.000
SW 0.000 0.000 0.000 0.000
CB#1 0.000 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000
IB 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000
PSI
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0.050
SW 0.000 0.050
CB#1 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000
IB 0.000 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
SB IB2 X W
________ ________ ________ ________
SB 0.000
IB2 0.000 0.000
X 0.000 0.000 0.500
W 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2
NU
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
W
________
0.000
LAMBDA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
Y1 1.000 0.000 0.000 0.000 0.000
Y2 1.000 1.000 0.000 0.000 0.000
Y3 1.000 2.000 0.000 0.000 0.000
Y4 1.000 3.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
LAMBDA
SB IB2 X W
________ ________ ________ ________
Y1 0.000 0.000 0.000 0.000
Y2 0.000 0.000 0.000 0.000
Y3 0.000 0.000 0.000 0.000
Y4 0.000 0.000 0.000 0.000
X 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
Y1 2.397
Y2 0.000 3.202
Y3 0.000 0.000 4.993
Y4 0.000 0.000 0.000 7.597
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
W
________
W 0.000
ALPHA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
ALPHA
SB IB2 X W
________ ________ ________ ________
0.000 0.000 0.000 0.000
BETA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0.000 0.000 0.000 0.000 0.000
SW 0.000 0.000 0.000 0.000 0.000
CB#1 0.000 0.000 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000 0.000
IB 0.000 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
BETA
SB IB2 X W
________ ________ ________ ________
IW 0.000 0.000 0.000 0.000
SW 0.000 0.000 0.000 0.000
CB#1 0.000 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000
IB 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000
PSI
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0.050
SW 0.000 0.050
CB#1 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000
IB 0.000 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
SB IB2 X W
________ ________ ________ ________
SB 0.000
IB2 0.000 0.000
X 0.000 0.000 0.500
W 0.000 0.000 0.000 0.000
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1
NU
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
W
________
0.000
LAMBDA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
Y1 0.000 0.000 0.000 0.000 1.000
Y2 0.000 0.000 0.000 0.000 1.000
Y3 0.000 0.000 0.000 0.000 1.000
Y4 0.000 0.000 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
LAMBDA
SB IB2 X W
________ ________ ________ ________
Y1 0.000 1.000 0.000 0.000
Y2 1.000 1.000 0.000 0.000
Y3 2.000 1.000 0.000 0.000
Y4 3.000 1.000 0.000 0.000
X 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
Y1 0.000
Y2 0.000 0.000
Y3 0.000 0.000 0.000
Y4 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
W
________
W 0.000
ALPHA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
ALPHA
SB IB2 X W
________ ________ ________ ________
0.000 0.000 0.000 0.000
BETA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0.000 0.000 0.000 0.000 0.000
SW 0.000 0.000 0.000 0.000 0.000
CB#1 0.000 0.000 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000 0.000
IB 0.000 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
BETA
SB IB2 X W
________ ________ ________ ________
IW 0.000 0.000 0.000 0.000
SW 0.000 0.000 0.000 0.000
CB#1 0.000 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000
IB 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000
PSI
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0.000
SW 0.000 0.000
CB#1 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.050
IB 0.000 0.000 0.000 0.000 0.050
SB 0.000 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
SB IB2 X W
________ ________ ________ ________
SB 0.000
IB2 0.000 0.000
X 0.000 0.000 0.000
W 0.000 0.000 0.000 0.502
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 2
NU
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
W
________
0.000
LAMBDA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
Y1 0.000 0.000 0.000 0.000 1.000
Y2 0.000 0.000 0.000 0.000 1.000
Y3 0.000 0.000 0.000 0.000 1.000
Y4 0.000 0.000 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
LAMBDA
SB IB2 X W
________ ________ ________ ________
Y1 0.000 1.000 0.000 0.000
Y2 1.000 1.000 0.000 0.000
Y3 2.000 1.000 0.000 0.000
Y4 3.000 1.000 0.000 0.000
X 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
Y1 0.000
Y2 0.000 0.000
Y3 0.000 0.000 0.000
Y4 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
W
________
W 0.000
ALPHA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
ALPHA
SB IB2 X W
________ ________ ________ ________
0.000 0.000 0.000 0.000
BETA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0.000 0.000 0.000 0.000 0.000
SW 0.000 0.000 0.000 0.000 0.000
CB#1 0.000 0.000 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000 0.000
IB 0.000 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
BETA
SB IB2 X W
________ ________ ________ ________
IW 0.000 0.000 0.000 0.000
SW 0.000 0.000 0.000 0.000
CB#1 0.000 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000
IB 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000
PSI
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0.000
SW 0.000 0.000
CB#1 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.050
IB 0.000 0.000 0.000 0.000 0.050
SB 0.000 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
SB IB2 X W
________ ________ ________ ________
SB 0.000
IB2 0.000 0.000
X 0.000 0.000 0.000
W 0.000 0.000 0.000 0.502
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 1
NU
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
W
________
0.000
LAMBDA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
Y1 0.000 0.000 0.000 0.000 1.000
Y2 0.000 0.000 0.000 0.000 1.000
Y3 0.000 0.000 0.000 0.000 1.000
Y4 0.000 0.000 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
LAMBDA
SB IB2 X W
________ ________ ________ ________
Y1 0.000 1.000 0.000 0.000
Y2 1.000 1.000 0.000 0.000
Y3 2.000 1.000 0.000 0.000
Y4 3.000 1.000 0.000 0.000
X 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
Y1 0.000
Y2 0.000 0.000
Y3 0.000 0.000 0.000
Y4 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
W
________
W 0.000
ALPHA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
ALPHA
SB IB2 X W
________ ________ ________ ________
0.000 0.000 0.000 0.000
BETA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0.000 0.000 0.000 0.000 0.000
SW 0.000 0.000 0.000 0.000 0.000
CB#1 0.000 0.000 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000 0.000
IB 0.000 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
BETA
SB IB2 X W
________ ________ ________ ________
IW 0.000 0.000 0.000 0.000
SW 0.000 0.000 0.000 0.000
CB#1 0.000 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000
IB 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000
PSI
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0.000
SW 0.000 0.000
CB#1 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.050
IB 0.000 0.000 0.000 0.000 0.050
SB 0.000 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
SB IB2 X W
________ ________ ________ ________
SB 0.000
IB2 0.000 0.000
X 0.000 0.000 0.000
W 0.000 0.000 0.000 0.502
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 2
NU
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
W
________
0.000
LAMBDA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
Y1 0.000 0.000 0.000 0.000 1.000
Y2 0.000 0.000 0.000 0.000 1.000
Y3 0.000 0.000 0.000 0.000 1.000
Y4 0.000 0.000 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
LAMBDA
SB IB2 X W
________ ________ ________ ________
Y1 0.000 1.000 0.000 0.000
Y2 1.000 1.000 0.000 0.000
Y3 2.000 1.000 0.000 0.000
Y4 3.000 1.000 0.000 0.000
X 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
Y1 0.000
Y2 0.000 0.000
Y3 0.000 0.000 0.000
Y4 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
W
________
W 0.000
ALPHA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
ALPHA
SB IB2 X W
________ ________ ________ ________
0.000 0.000 0.000 0.000
BETA
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0.000 0.000 0.000 0.000 0.000
SW 0.000 0.000 0.000 0.000 0.000
CB#1 0.000 0.000 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000 0.000
IB 0.000 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
BETA
SB IB2 X W
________ ________ ________ ________
IW 0.000 0.000 0.000 0.000
SW 0.000 0.000 0.000 0.000
CB#1 0.000 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000
IB 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000
PSI
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
IW 0.000
SW 0.000 0.000
CB#1 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.050
IB 0.000 0.000 0.000 0.000 0.050
SB 0.000 0.000 0.000 0.000 0.000
IB2 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
SB IB2 X W
________ ________ ________ ________
SB 0.000
IB2 0.000 0.000
X 0.000 0.000 0.000
W 0.000 0.000 0.000 0.502
STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART (WITHIN)
ALPHA(C)
CB#1 CB#2 C#1 C#2
________ ________ ________ ________
0.000 0.000 0.000 0.000
GAMMA(C)
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
CB#2 0.000 0.000 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000 0.000
C#2 0.000 0.000 0.000 0.000 0.000
GAMMA(C)
SB IB2 X W
________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000
CB#2 0.000 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000
C#2 0.000 0.000 0.000 0.000
STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART (BETWEEN)
ALPHA(C)
CB#1 CB#2 C#1 C#2
________ ________ ________ ________
0.000 0.000 0.000 0.000
GAMMA(C)
IW SW CB#1 C#1 IB
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
CB#2 0.000 0.000 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000 0.000
C#2 0.000 0.000 0.000 0.000 0.000
GAMMA(C)
SB IB2 X W
________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000
CB#2 0.000 0.000 0.000 0.000
C#1 0.000 0.000 0.000 0.000
C#2 0.000 0.000 0.000 0.000
TECHNICAL 8 OUTPUT
INITIAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.28493156D+05 0.0000000 0.0000000 500.000 500.000 EM
500.000 500.000
2 -0.12900254D+05 ************ 0.5472508 500.000 500.000 EM
500.000 500.000
3 -0.12317847D+05 582.4066724 0.0451469 500.000 500.000 EM
500.000 500.000
4 -0.12075074D+05 242.7731963 0.0197091 500.000 500.000 EM
500.000 500.000
5 -0.12065833D+05 9.2405177 0.0007653 500.000 500.000 EM
500.000 500.000
6 -0.12064550D+05 1.2832949 0.0001064 500.000 500.000 EM
500.000 500.000
7 -0.12063310D+05 1.2394291 0.0001027 500.000 500.000 EM
500.000 500.000
8 -0.12062047D+05 1.2636408 0.0001048 500.000 500.000 EM
500.000 500.000
9 -0.12060758D+05 1.2888883 0.0001069 500.000 500.000 EM
500.000 500.000
10 -0.12059443D+05 1.3149897 0.0001090 500.000 500.000 EM
500.000 500.000
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11059152D+06 0.0000000 0.0000000 1740.333 179.643 EM
38.284 41.741
2 -0.12954742D+05 ************ 0.8828595 1570.875 350.066 EM
71.557 7.502
3 -0.12473079D+05 481.6635514 0.0371805 1512.034 408.190 EM
70.564 9.212
4 -0.12153452D+05 319.6267769 0.0256253 1523.269 395.345 EM
69.522 11.864
5 -0.12085131D+05 68.3207617 0.0056215 1528.416 388.615 EM
70.164 12.805
6 -0.12074801D+05 10.3303364 0.0008548 1532.402 383.949 EM
70.769 12.880
7 -0.12068986D+05 5.8151043 0.0004816 1537.032 379.067 EM
71.066 12.835
8 -0.12065283D+05 3.7026618 0.0003068 1542.035 373.868 EM
71.308 12.789
9 -0.12063731D+05 1.5519123 0.0001286 1546.643 369.112 EM
71.502 12.743
10 -0.12062396D+05 1.3354560 0.0001107 1551.086 364.580 EM
71.645 12.689
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15354347D+06 0.0000000 0.0000000 554.597 1140.208 EM
140.040 165.154
2 -0.13114811D+05 ************ 0.9145857 658.554 967.324 EM
274.879 99.243
3 -0.12477025D+05 637.7857843 0.0486310 804.217 981.038 EM
155.735 59.011
4 -0.12151047D+05 325.9783142 0.0261263 788.970 983.969 EM
163.528 63.534
5 -0.12083151D+05 67.8959986 0.0055877 744.080 969.462 EM
205.554 80.904
6 -0.12073348D+05 9.8028063 0.0008113 686.485 946.956 EM
260.674 105.884
7 -0.12061667D+05 11.6809477 0.0009675 631.035 928.670 EM
313.415 126.879
8 -0.12054816D+05 6.8512590 0.0005680 591.084 911.285 EM
351.420 146.212
9 -0.12049398D+05 5.4179998 0.0004494 556.867 896.499 EM
383.653 162.980
10 -0.12044436D+05 4.9622419 0.0004118 534.344 883.674 EM
404.558 177.425
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.10917842D+06 0.0000000 0.0000000 1281.662 654.219 EM
24.453 39.665
2 -0.12766338D+05 ************ 0.8830690 1112.899 679.879 EM
42.617 164.604
3 -0.12319039D+05 447.2993077 0.0350374 1117.690 710.361 EM
28.489 143.460
4 -0.12088769D+05 230.2698545 0.0186922 1118.160 708.680 EM
28.574 144.587
5 -0.12055493D+05 33.2753061 0.0027526 1113.917 697.241 EM
32.844 155.998
6 -0.12049030D+05 6.4630023 0.0005361 1107.763 681.717 EM
38.823 171.697
7 -0.12046104D+05 2.9260802 0.0002428 1099.126 662.073 EM
47.142 191.658
8 -0.12043788D+05 2.3160078 0.0001923 1088.695 640.485 EM
57.172 213.648
9 -0.12041562D+05 2.2261686 0.0001848 1076.425 617.289 EM
68.982 237.305
10 -0.12039328D+05 2.2338861 0.0001855 1062.079 592.521 EM
82.827 262.573
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.77335793D+05 0.0000000 0.0000000 1403.804 576.149 EM
13.468 6.579
2 -0.12502696D+05 ************ 0.8383323 753.446 434.048 EM
331.617 480.890
3 -0.12178134D+05 324.5621996 0.0259594 596.593 354.389 EM
486.085 562.933
4 -0.12064286D+05 113.8483759 0.0093486 625.050 351.938 EM
458.795 564.217
5 -0.12045122D+05 19.1640796 0.0015885 710.378 399.907 EM
374.094 515.620
6 -0.12037484D+05 7.6379379 0.0006341 788.904 466.833 EM
295.776 448.487
7 -0.12031222D+05 6.2614244 0.0005202 858.863 539.243 EM
225.848 376.047
8 -0.12025145D+05 6.0774420 0.0005051 918.583 610.217 EM
166.077 305.123
9 -0.12019368D+05 5.7768805 0.0004804 966.394 675.332 EM
118.177 240.097
10 -0.12014117D+05 5.2514716 0.0004369 1002.267 731.426 EM
82.198 184.108
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.33991468D+05 0.0000000 0.0000000 710.892 180.419 EM
267.175 841.515
2 -0.12226338D+05 ************ 0.6403116 518.057 384.315 EM
471.854 625.775
3 -0.12041643D+05 184.6951986 0.0151063 494.142 411.817 EM
494.316 599.725
4 -0.12009085D+05 32.5577668 0.0027038 503.939 408.169 EM
480.508 607.384
5 -0.12005699D+05 3.3865864 0.0002820 508.805 408.490 EM
471.636 611.069
6 -0.12002834D+05 2.8647819 0.0002386 513.067 410.325 EM
463.282 613.327
7 -0.12000076D+05 2.7579865 0.0002298 517.407 412.530 EM
454.630 615.433
8 -0.11997374D+05 2.7021504 0.0002252 521.708 415.164 EM
445.769 617.360
9 -0.11994691D+05 2.6824672 0.0002236 525.960 418.155 EM
436.686 619.200
10 -0.11992004D+05 2.6870705 0.0002240 530.134 421.451 EM
427.393 621.022
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.52750439D+05 0.0000000 0.0000000 457.202 922.433 EM
406.581 213.785
2 -0.12436322D+05 ************ 0.7642423 417.249 853.397 EM
263.903 465.451
3 -0.12101824D+05 334.4980014 0.0268969 340.070 878.274 EM
340.564 441.091
4 -0.12032580D+05 69.2438180 0.0057218 382.732 929.121 EM
319.395 368.752
5 -0.12013271D+05 19.3093141 0.0016048 446.814 998.742 EM
272.348 282.096
6 -0.12000435D+05 12.8359365 0.0010685 542.513 1071.369 EM
187.273 198.846
7 -0.11990728D+05 9.7074201 0.0008089 622.125 1119.664 EM
116.648 141.564
8 -0.11984772D+05 5.9558700 0.0004967 667.471 1145.351 EM
78.399 108.780
9 -0.11981251D+05 3.5214174 0.0002938 694.246 1158.939 EM
57.470 89.345
10 -0.11979064D+05 2.1861631 0.0001825 711.487 1166.502 EM
44.958 77.053
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14068145D+06 0.0000000 0.0000000 15.276 106.025 EM
32.423 1846.276
2 -0.13255749D+05 ************ 0.9057747 15.738 158.188 EM
496.484 1329.591
3 -0.12673027D+05 582.7219460 0.0439599 12.695 111.107 EM
524.159 1352.039
4 -0.12172906D+05 500.1210906 0.0394634 13.139 106.858 EM
519.756 1360.247
5 -0.12098731D+05 74.1748740 0.0060934 13.195 106.805 EM
519.183 1360.817
6 -0.12090553D+05 8.1775215 0.0006759 13.152 106.848 EM
519.047 1360.953
7 -0.12086475D+05 4.0783610 0.0003373 13.117 106.883 EM
518.945 1361.055
8 -0.12085025D+05 1.4494215 0.0001199 13.088 106.912 EM
518.877 1361.123
9 -0.12084115D+05 0.9108169 0.0000754 13.063 106.937 EM
518.833 1361.167
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.85587494D+05 0.0000000 0.0000000 42.330 264.247 EM
1438.614 254.808
2 -0.12980387D+05 ************ 0.8483378 208.562 13.568 EM
1455.947 321.922
3 -0.12416419D+05 563.9673587 0.0434477 211.600 14.344 EM
1440.931 333.125
4 -0.12140095D+05 276.3244060 0.0222548 215.717 14.285 EM
1437.963 332.035
5 -0.12080300D+05 59.7951788 0.0049254 219.304 14.189 EM
1435.541 330.966
6 -0.12068905D+05 11.3943668 0.0009432 222.150 14.111 EM
1433.951 329.787
7 -0.12062319D+05 6.5867080 0.0005458 224.584 14.026 EM
1432.847 328.543
8 -0.12057118D+05 5.2004053 0.0004311 226.894 13.931 EM
1431.936 327.239
9 -0.12054301D+05 2.8176991 0.0002337 229.020 13.822 EM
1431.276 325.882
10 -0.12052761D+05 1.5400914 0.0001278 230.838 13.696 EM
1430.963 324.503
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.65110302D+05 0.0000000 0.0000000 336.453 1623.428 EM
10.533 29.586
2 -0.12885209D+05 ************ 0.8021018 257.623 383.766 EM
137.220 1221.391
3 -0.12314426D+05 570.7829438 0.0442975 99.867 98.304 EM
314.218 1487.612
4 -0.12104113D+05 210.3129000 0.0170786 119.117 92.962 EM
285.256 1502.664
5 -0.12075377D+05 28.7360249 0.0023741 162.956 120.558 EM
239.675 1476.811
6 -0.12068401D+05 6.9759593 0.0005777 211.238 169.252 EM
189.771 1429.740
7 -0.12063105D+05 5.2957410 0.0004388 256.890 237.898 EM
142.667 1362.544
8 -0.12057937D+05 5.1679091 0.0004284 295.344 320.340 EM
102.832 1281.483
9 -0.12052740D+05 5.1967425 0.0004310 324.424 412.117 EM
72.315 1191.144
10 -0.12047624D+05 5.1164800 0.0004245 345.188 509.688 EM
50.130 1094.994
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.61844602D+05 0.0000000 0.0000000 357.953 574.121 EM
563.452 504.473
2 -0.12350119D+05 ************ 0.8003040 217.576 68.879 EM
860.783 852.762
3 -0.12158026D+05 192.0924747 0.0155539 221.641 61.925 EM
858.725 857.709
4 -0.12053029D+05 104.9976914 0.0086361 229.566 62.571 EM
853.568 854.294
5 -0.12034435D+05 18.5939357 0.0015427 245.378 68.030 EM
839.263 847.329
6 -0.12026418D+05 8.0163806 0.0006661 264.252 75.252 EM
820.762 839.734
7 -0.12020964D+05 5.4538478 0.0004535 281.968 82.511 EM
802.588 832.933
8 -0.12016512D+05 4.4522432 0.0003704 297.354 89.160 EM
786.012 827.474
9 -0.12012710D+05 3.8020287 0.0003164 310.123 94.967 EM
771.431 823.479
10 -0.12009343D+05 3.3667745 0.0002803 320.628 100.019 EM
758.589 820.764
FINAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.52750439D+05 0.0000000 0.0000000 457.202 922.433 EM
406.581 213.785
2 -0.12436322D+05 ************ 0.7642423 417.249 853.397 EM
263.903 465.451
3 -0.12101824D+05 334.4980014 0.0268969 340.070 878.274 EM
340.564 441.091
4 -0.12032580D+05 69.2438180 0.0057218 382.732 929.121 EM
319.395 368.752
5 -0.12013271D+05 19.3093141 0.0016048 446.814 998.742 EM
272.348 282.096
6 -0.12000435D+05 12.8359365 0.0010685 542.513 1071.369 EM
187.273 198.846
7 -0.11990728D+05 9.7074201 0.0008089 622.125 1119.664 EM
116.648 141.564
8 -0.11984772D+05 5.9558700 0.0004967 667.471 1145.351 EM
78.399 108.780
9 -0.11981251D+05 3.5214174 0.0002938 694.246 1158.939 EM
57.470 89.345
10 -0.11979064D+05 2.1861631 0.0001825 711.487 1166.502 EM
44.958 77.053
11 -0.11977596D+05 1.4688483 0.0001226 723.352 1170.883 EM
36.915 68.849
12 -0.11976541D+05 1.0543961 0.0000880 731.885 1173.508 EM
31.478 63.130
13 -0.11975746D+05 0.7952641 0.0000664 738.210 1175.153 EM
27.655 58.981
14 -0.11975124D+05 0.6222880 0.0000520 743.002 1176.267 EM
24.877 55.854
15 -0.11974623D+05 0.5006678 0.0000418 746.689 1177.113 EM
22.795 53.403
16 -0.11974211D+05 0.4116422 0.0000344 749.553 1177.849 EM
21.193 51.405
17 -0.11973867D+05 0.3444433 0.0000288 751.789 1178.569 EM
19.929 49.713
18 -0.11973574D+05 0.2925333 0.0000244 753.534 1179.327 EM
18.909 48.230
19 -0.11973323D+05 0.2517125 0.0000210 754.888 1180.151 EM
18.070 46.891
20 -0.11973103D+05 0.2191564 0.0000183 755.926 1181.054 EM
17.369 45.651
21 -0.11972911D+05 0.1929022 0.0000161 756.703 1182.039 EM
16.776 44.483
22 -0.11972739D+05 0.1715247 0.0000143 757.264 1183.102 EM
16.268 43.366
23 -0.11972585D+05 0.1539738 0.0000129 757.644 1184.236 EM
15.831 42.288
24 -0.11972446D+05 0.1394583 0.0000116 757.871 1185.433 EM
15.454 41.242
25 -0.11972318D+05 0.1273705 0.0000106 757.967 1186.682 EM
15.128 40.223
26 -0.11972201D+05 0.1172428 0.0000098 757.950 1187.972 EM
14.848 39.229
27 -0.11972092D+05 0.1087037 0.0000091 757.838 1189.294 EM
14.609 38.259
28 -0.11971991D+05 0.1014607 0.0000085 757.642 1190.637 EM
14.408 37.313
29 -0.11971895D+05 0.0952783 0.0000080 757.374 1191.992 EM
14.242 36.393
30 -0.11971806D+05 0.0899658 0.0000075 757.044 1193.348 EM
14.109 35.500
31 -0.11971720D+05 0.0853667 0.0000071 756.660 1194.697 EM
14.007 34.636
32 -0.11971639D+05 0.0813499 0.0000068 756.231 1196.031 EM
13.934 33.804
33 -0.11971561D+05 0.0778067 0.0000065 755.763 1197.342 EM
13.890 33.006
34 -0.11971486D+05 0.0746450 0.0000062 755.263 1198.622 EM
13.870 32.245
35 -0.11971415D+05 0.0717878 0.0000060 754.737 1199.866 EM
13.874 31.523
36 -0.11971345D+05 0.0691721 0.0000058 754.192 1201.068 EM
13.899 30.841
37 -0.11971279D+05 0.0667468 0.0000056 753.634 1202.224 EM
13.942 30.200
38 -0.11971214D+05 0.0644739 0.0000054 753.068 1203.330 EM
14.000 29.603
39 -0.11971152D+05 0.0623223 0.0000052 752.499 1204.382 EM
14.071 29.048
40 -0.11971092D+05 0.0602725 0.0000050 751.933 1205.380 EM
14.151 28.536
41 -0.11971033D+05 0.0583112 0.0000049 751.375 1206.322 EM
14.237 28.065
42 -0.11970977D+05 0.0564310 0.0000047 750.829 1207.209 EM
14.328 27.635
43 -0.11970922D+05 0.0546276 0.0000046 750.298 1208.040 EM
14.420 27.242
44 -0.11970869D+05 0.0528979 0.0000044 749.786 1208.816 EM
14.511 26.886
45 -0.11970818D+05 0.0512389 0.0000043 749.296 1209.539 EM
14.601 26.564
46 -0.11970768D+05 0.0496489 0.0000041 748.829 1210.209 EM
14.688 26.274
47 -0.11970720D+05 0.0481235 0.0000040 748.388 1210.829 EM
14.770 26.013
48 -0.11970674D+05 0.0466586 0.0000039 747.973 1211.400 EM
14.849 25.778
49 -0.11970628D+05 0.0452497 0.0000038 747.586 1211.924 EM
14.922 25.568
50 -0.11970585D+05 0.0438913 0.0000037 747.226 1212.402 EM
14.991 25.381
51 -0.11970542D+05 0.0425784 0.0000036 746.894 1212.836 EM
15.056 25.214
52 -0.11970501D+05 0.0413059 0.0000035 746.590 1213.228 EM
15.116 25.065
53 -0.11970461D+05 0.0400696 0.0000033 746.314 1213.579 EM
15.173 24.934
54 -0.11970422D+05 0.0388649 0.0000032 746.065 1213.891 EM
15.226 24.818
55 -0.11970384D+05 0.0376892 0.0000031 745.844 1214.164 EM
15.277 24.715
56 -0.11970347D+05 0.0365393 0.0000031 745.650 1214.400 EM
15.324 24.626
57 -0.11970312D+05 0.0354132 0.0000030 745.481 1214.601 EM
15.370 24.548
58 -0.11970278D+05 0.0343094 0.0000029 745.339 1214.767 EM
15.414 24.481
59 -0.11970245D+05 0.0332257 0.0000028 745.221 1214.899 EM
15.457 24.423
60 -0.11970212D+05 0.0321624 0.0000027 745.128 1214.999 EM
15.499 24.374
61 -0.11970181D+05 0.0311189 0.0000026 745.058 1215.068 EM
15.540 24.334
62 -0.11970151D+05 0.0300945 0.0000025 745.012 1215.106 EM
15.581 24.301
63 -0.11970122D+05 0.0290897 0.0000024 744.989 1215.115 EM
15.622 24.275
64 -0.11970094D+05 0.0281046 0.0000023 744.987 1215.095 EM
15.662 24.256
65 -0.11970067D+05 0.0271398 0.0000023 745.006 1215.048 EM
15.704 24.243
66 -0.11969935D+05 0.1318038 0.0000110 717.847 1188.076 QN
44.104 49.973
67 -0.11969880D+05 0.0550592 0.0000046 719.315 1187.283 EM
43.045 50.357
68 -0.11969848D+05 0.0322704 0.0000027 720.507 1186.544 EM
42.234 50.715
69 -0.11969820D+05 0.0276983 0.0000023 721.511 1185.842 EM
41.610 51.037
70 -0.11969796D+05 0.0244593 0.0000020 722.372 1185.172 EM
41.131 51.325
71 -0.11969773D+05 0.0220598 0.0000018 723.124 1184.527 EM
40.766 51.583
72 -0.11969753D+05 0.0202138 0.0000017 723.789 1183.902 EM
40.492 51.817
73 -0.11969735D+05 0.0187410 0.0000016 724.387 1183.291 EM
40.292 52.030
74 -0.11969717D+05 0.0175249 0.0000015 724.931 1182.689 EM
40.152 52.227
75 -0.11969700D+05 0.0164888 0.0000014 725.433 1182.094 EM
40.061 52.412
76 -0.11969685D+05 0.0155828 0.0000013 725.901 1181.502 EM
40.011 52.587
77 -0.11969670D+05 0.0147734 0.0000012 726.341 1180.910 EM
39.995 52.754
78 -0.11969656D+05 0.0140382 0.0000012 726.760 1180.317 EM
40.008 52.915
79 -0.11969569D+05 0.0866648 0.0000072 662.211 1066.900 QN
112.940 157.949
80 -0.11969522D+05 0.0478274 0.0000040 662.757 1066.680 EM
113.054 157.510
81 -0.11969511D+05 0.0107016 0.0000009 663.172 1066.537 EM
113.188 157.103
82 -0.11969501D+05 0.0098131 0.0000008 663.533 1066.374 EM
113.367 156.726
83 -0.11969492D+05 0.0092197 0.0000008 663.846 1066.185 EM
113.589 156.380
84 -0.11969483D+05 0.0086980 0.0000007 664.115 1065.973 EM
113.852 156.061
85 -0.11969475D+05 0.0082291 0.0000007 664.344 1065.738 EM
114.150 155.768
86 -0.11969467D+05 0.0078044 0.0000007 664.538 1065.484 EM
114.480 155.499
87 -0.11969460D+05 0.0074177 0.0000006 664.699 1065.211 EM
114.839 155.251
88 -0.11969453D+05 0.0070639 0.0000006 664.830 1064.921 EM
115.225 155.025
89 -0.11969446D+05 0.0067389 0.0000006 664.934 1064.615 EM
115.634 154.817
90 -0.11969439D+05 0.0064392 0.0000005 665.014 1064.295 EM
116.064 154.627
91 -0.11969433D+05 0.0061620 0.0000005 665.070 1063.962 EM
116.514 154.454
92 -0.11969363D+05 0.0702691 0.0000059 398.080 733.574 QN
389.686 478.660
93 -0.11969349D+05 0.0140638 0.0000012 397.887 734.516 EM
390.282 477.315
94 -0.11969343D+05 0.0063512 0.0000005 397.658 735.447 EM
390.904 475.991
95 -0.11969337D+05 0.0059202 0.0000005 397.393 736.367 EM
391.556 474.684
96 -0.11969331D+05 0.0058627 0.0000005 397.096 737.278 EM
392.236 473.390
97 -0.11969325D+05 0.0058441 0.0000005 396.767 738.185 EM
392.943 472.105
98 -0.11969319D+05 0.0058463 0.0000005 396.407 739.089 EM
393.676 470.828
99 -0.11969313D+05 0.0058676 0.0000005 396.019 739.994 EM
394.433 469.554
100 -0.11969307D+05 0.0059074 0.0000005 395.603 740.901 EM
395.214 468.282
101 -0.11969301D+05 0.0059653 0.0000005 395.159 741.813 EM
396.018 467.010
102 -0.11969295D+05 0.0060408 0.0000005 394.689 742.732 EM
396.843 465.735
103 -0.11969289D+05 0.0061341 0.0000005 394.193 743.660 EM
397.690 464.457
104 -0.11969283D+05 0.0062451 0.0000005 393.671 744.597 EM
398.558 463.173
105 -0.11968682D+05 0.6014108 0.0000502 302.167 800.094 QN
511.055 386.684
106 -0.11968297D+05 0.3847647 0.0000321 311.209 807.501 EM
502.522 378.768
107 -0.11968011D+05 0.2855983 0.0000239 318.756 813.494 EM
495.230 372.520
108 -0.11967763D+05 0.2481824 0.0000207 324.907 818.084 EM
489.198 367.811
109 -0.11967539D+05 0.2241079 0.0000187 329.711 821.412 EM
484.405 364.471
110 -0.11967327D+05 0.2114921 0.0000177 333.258 823.641 EM
480.787 362.314
111 -0.11967119D+05 0.2086015 0.0000174 335.675 824.939 EM
478.235 361.151
112 -0.11966905D+05 0.2137515 0.0000179 337.110 825.473 EM
476.618 360.800
113 -0.11966680D+05 0.2255576 0.0000188 337.721 825.396 EM
475.792 361.090
114 -0.11966437D+05 0.2427611 0.0000203 337.662 824.849 EM
475.617 361.872
115 -0.11966172D+05 0.2643931 0.0000221 337.073 823.951 EM
475.961 363.015
116 -0.11965883D+05 0.2896485 0.0000242 336.077 822.801 EM
476.707 364.415
117 -0.11965565D+05 0.3177324 0.0000266 334.777 821.478 EM
477.759 365.986
118 -0.11960234D+05 5.3306414 0.0004455 282.348 822.294 QN
481.645 413.713
119 -0.11959192D+05 1.0427503 0.0000872 285.908 824.753 EM
479.265 410.074
120 -0.11959155D+05 0.0368760 0.0000031 286.168 824.180 EM
479.534 410.119
121 -0.11959129D+05 0.0260196 0.0000022 286.019 823.245 EM
480.140 410.596
122 -0.11959109D+05 0.0193335 0.0000016 285.792 822.309 EM
480.784 411.116
123 -0.11959095D+05 0.0140930 0.0000012 285.572 821.452 EM
481.385 411.591
124 -0.11959084D+05 0.0109378 0.0000009 285.379 820.686 EM
481.931 412.005
125 -0.11959076D+05 0.0087322 0.0000007 285.213 820.005 EM
482.422 412.359
126 -0.11959068D+05 0.0072111 0.0000006 285.075 819.402 EM
482.865 412.658
127 -0.11959062D+05 0.0061346 0.0000005 284.959 818.868 EM
483.264 412.909
128 -0.11959057D+05 0.0053775 0.0000004 284.865 818.393 EM
483.624 413.118
129 -0.11959052D+05 0.0048453 0.0000004 284.789 817.970 EM
483.951 413.290
130 -0.11959048D+05 0.0044761 0.0000004 284.729 817.594 EM
484.247 413.430
131 -0.11959043D+05 0.0042224 0.0000004 284.683 817.257 EM
484.517 413.543
132 -0.11959039D+05 0.0040574 0.0000003 284.649 816.955 EM
484.763 413.633
133 -0.11959035D+05 0.0039581 0.0000003 284.626 816.683 EM
484.988 413.703
134 -0.11959031D+05 0.0039086 0.0000003 284.611 816.438 EM
485.195 413.756
135 -0.11959028D+05 0.0038980 0.0000003 284.605 816.216 EM
485.384 413.795
136 -0.11958698D+05 0.3291306 0.0000275 286.795 816.938 QN
508.309 387.958
137 -0.11957785D+05 0.9133437 0.0000764 286.346 816.636 EM
507.779 389.239
138 -0.11957627D+05 0.1583442 0.0000132 285.657 816.536 EM
507.464 390.343
139 -0.11957449D+05 0.1776778 0.0000149 284.980 816.441 EM
507.126 391.453
140 -0.11957249D+05 0.2002280 0.0000167 284.343 816.342 EM
506.740 392.575
141 -0.11957022D+05 0.2272204 0.0000190 283.744 816.239 EM
506.311 393.706
142 -0.11956761D+05 0.2602156 0.0000218 283.180 816.129 EM
505.849 394.842
143 -0.11956461D+05 0.3006172 0.0000251 282.647 816.009 EM
505.360 395.984
144 -0.11956110D+05 0.3503101 0.0000293 282.144 815.872 EM
504.853 397.131
145 -0.11955699D+05 0.4116870 0.0000344 281.670 815.711 EM
504.335 398.283
146 -0.11944104D+05 11.5942576 0.0009698 243.605 843.682 FS
524.411 388.302
147 -0.11918524D+05 25.5803931 0.0021417 335.419 826.447 FS
457.595 380.539
148 -0.11874398D+05 44.1261868 0.0037023 318.635 763.346 FS
518.119 399.900
149 -0.11860248D+05 14.1498253 0.0011916 307.204 739.872 FS
526.657 426.267
150 -0.11855913D+05 4.3353332 0.0003655 308.428 732.119 EM
527.922 431.532
151 -0.11855291D+05 0.6212960 0.0000524 310.346 731.830 EM
527.262 430.562
152 -0.11855003D+05 0.2884624 0.0000243 312.038 731.972 EM
526.722 429.268
153 -0.11854825D+05 0.1780624 0.0000150 313.542 732.302 EM
526.174 427.983
154 -0.11854716D+05 0.1091143 0.0000092 314.810 732.654 EM
525.682 426.854
155 -0.11854644D+05 0.0714702 0.0000060 315.885 733.011 EM
525.220 425.884
156 -0.11854598D+05 0.0467056 0.0000039 316.797 733.336 EM
524.793 425.073
157 -0.11854566D+05 0.0312578 0.0000026 317.577 733.640 EM
524.393 424.390
158 -0.11854545D+05 0.0208991 0.0000018 318.251 733.920 EM
524.017 423.813
159 -0.11854531D+05 0.0142228 0.0000012 318.837 734.183 EM
523.662 423.318
160 -0.11854521D+05 0.0097622 0.0000008 319.352 734.432 EM
523.325 422.891
161 -0.11854515D+05 0.0067994 0.0000006 319.809 734.669 EM
523.004 422.518
162 -0.11854510D+05 0.0048011 0.0000004 320.219 734.897 EM
522.698 422.187
163 -0.11854506D+05 0.0034467 0.0000003 320.589 735.116 EM
522.406 421.890
164 -0.11854504D+05 0.0025083 0.0000002 320.925 735.328 EM
522.126 421.620
165 -0.11854502D+05 0.0018526 0.0000002 321.234 735.533 EM
521.859 421.373
166 -0.11854501D+05 0.0013895 0.0000001 321.520 735.733 EM
521.603 421.145
167 -0.11854500D+05 0.0010541 0.0000001 321.785 735.926 EM
521.357 420.931
168 -0.11854499D+05 0.0008096 0.0000001 322.033 736.115 EM
521.122 420.730
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.33991468D+05 0.0000000 0.0000000 710.892 180.419 EM
267.175 841.515
2 -0.12226338D+05 ************ 0.6403116 518.057 384.315 EM
471.854 625.775
3 -0.12041643D+05 184.6951985 0.0151063 494.142 411.817 EM
494.316 599.725
4 -0.12009085D+05 32.5577669 0.0027038 503.939 408.169 EM
480.508 607.384
5 -0.12005699D+05 3.3865864 0.0002820 508.805 408.490 EM
471.636 611.069
6 -0.12002834D+05 2.8647819 0.0002386 513.067 410.325 EM
463.282 613.327
7 -0.12000076D+05 2.7579865 0.0002298 517.407 412.530 EM
454.630 615.433
8 -0.11997374D+05 2.7021504 0.0002252 521.708 415.164 EM
445.769 617.360
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Beginning Time: 04:17:30
Ending Time: 04:20:40
Elapsed Time: 00:03:10
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