Mplus VERSION 8
MUTHEN & MUTHEN
04/10/2017 4:20 AM
INPUT INSTRUCTIONS
TITLE: this is an example of a two-level LTA with a covariate
DATA: FILE = ex10.12.dat;
VARIABLE: NAMES ARE u11-u14 u21-u24 x w dum1 dum2 clus;
USEVARIABLES = u11-w;
CATEGORICAL = u11-u14 u21-u24;
CLASSES = c1(2) c2(2);
WITHIN = x;
BETWEEN = w;
CLUSTER = clus;
ANALYSIS: TYPE = TWOLEVEL MIXTURE;
PROCESSORS = 2;
STARTS = 50 5;
MODEL:
%WITHIN%
%OVERALL%
c2 ON c1 x;
c1 ON x;
%BETWEEN%
%OVERALL%
c1#1 ON w;
c2#1 ON c1#1 w;
c1#1 c2#1;
MODEL c1:
%BETWEEN%
%c1#1%
[u11$1-u14$1] (1-4);
%c1#2%
[u11$1-u14$1] (5-8);
MODEL c2:
%BETWEEN%
%c2#1%
[u21$1-u24$1] (1-4);
%c2#2%
[u21$1-u24$1] (5-8);
OUTPUT: TECH1 TECH8;
INPUT READING TERMINATED NORMALLY
this is an example of a two-level LTA with a covariate
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 2000
Number of dependent variables 8
Number of independent variables 2
Number of continuous latent variables 0
Number of categorical latent variables 2
Observed dependent variables
Binary and ordered categorical (ordinal)
U11 U12 U13 U14 U21 U22
U23 U24
Observed independent variables
X W
Categorical latent variables
C1 C2
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 50
Number of final stage optimizations 5
Number of initial stage iterations 10
Initial stage convergence criterion 0.100D+01
Random starts scale 0.500D+01
Random seed for generating random starts 0
Parameterization LOGIT
Link LOGIT
Cholesky ON
Input data file(s)
ex10.12.dat
Input data format FREE
SUMMARY OF DATA
Number of clusters 100
UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES
U11
Category 1 0.486 972.000
Category 2 0.514 1028.000
U12
Category 1 0.489 978.000
Category 2 0.511 1022.000
U13
Category 1 0.483 967.000
Category 2 0.516 1033.000
U14
Category 1 0.478 957.000
Category 2 0.521 1043.000
U21
Category 1 0.485 971.000
Category 2 0.514 1029.000
U22
Category 1 0.487 975.000
Category 2 0.512 1025.000
U23
Category 1 0.493 987.000
Category 2 0.506 1013.000
U24
Category 1 0.491 982.000
Category 2 0.509 1018.000
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
X -0.018 -0.064 -3.812 0.05% -0.858 -0.283 -0.014
2000.000 1.021 0.104 3.765 0.05% 0.251 0.867
W -0.159 0.240 -2.049 1.00% -0.923 -0.438 -0.300
100.000 0.877 -0.157 2.714 1.00% 0.095 0.638
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:
-10250.454 unperturbed 0
-10250.456 318230 46
-10250.466 120506 45
-10250.466 107446 12
-10499.933 573096 20
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 18
Loglikelihood
H0 Value -10250.454
H0 Scaling Correction Factor 0.9709
for MLR
Information Criteria
Akaike (AIC) 20536.908
Bayesian (BIC) 20637.724
Sample-Size Adjusted BIC 20580.537
(n* = (n + 2) / 24)
MODEL RESULTS USE THE LATENT CLASS VARIABLE ORDER
C1 C2
Latent Class Variable Patterns
C1 C2
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 1 737.13246 0.36857
1 2 298.91149 0.14946
2 1 286.08476 0.14304
2 2 677.87130 0.33894
FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE
BASED ON ESTIMATED POSTERIOR PROBABILITIES
Latent Class
Variable Class
C1 1 1036.04395 0.51802
2 963.95605 0.48198
C2 1 1023.21722 0.51161
2 976.78278 0.48839
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 1 787 0.39350
1 2 256 0.12800
2 1 239 0.11950
2 2 718 0.35900
FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE
BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN
Latent Class
Variable Class
C1 1 1043 0.52150
2 957 0.47850
C2 1 1026 0.51300
2 974 0.48700
CLASSIFICATION QUALITY
Entropy 0.617
Average Latent Class Probabilities for Most Likely Latent Class Pattern (Row)
by Latent Class Pattern (Column)
Latent Class Variable Patterns
Latent Class C1 C2
Pattern No. Class Class
1 1 1
2 1 2
3 2 1
4 2 2
1 2 3 4
1 0.832 0.063 0.088 0.016
2 0.121 0.701 0.013 0.165
3 0.158 0.015 0.691 0.136
4 0.019 0.092 0.067 0.822
MODEL RESULTS
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Within Level
Between Level
Latent Class Pattern 1 1
Thresholds
U11$1 -1.040 0.074 -14.031 0.000
U12$1 -1.009 0.060 -16.716 0.000
U13$1 -0.988 0.062 -15.847 0.000
U14$1 -1.109 0.071 -15.728 0.000
U21$1 -1.040 0.074 -14.031 0.000
U22$1 -1.009 0.060 -16.716 0.000
U23$1 -0.988 0.062 -15.847 0.000
U24$1 -1.109 0.071 -15.728 0.000
Latent Class Pattern 1 2
Thresholds
U11$1 -1.040 0.074 -14.031 0.000
U12$1 -1.009 0.060 -16.716 0.000
U13$1 -0.988 0.062 -15.847 0.000
U14$1 -1.109 0.071 -15.728 0.000
U21$1 0.965 0.058 16.541 0.000
U22$1 0.959 0.065 14.815 0.000
U23$1 0.939 0.063 14.868 0.000
U24$1 1.025 0.069 14.877 0.000
Latent Class Pattern 2 1
Thresholds
U11$1 0.965 0.058 16.541 0.000
U12$1 0.959 0.065 14.815 0.000
U13$1 0.939 0.063 14.868 0.000
U14$1 1.025 0.069 14.877 0.000
U21$1 -1.040 0.074 -14.031 0.000
U22$1 -1.009 0.060 -16.716 0.000
U23$1 -0.988 0.062 -15.847 0.000
U24$1 -1.109 0.071 -15.728 0.000
Latent Class Pattern 2 2
Thresholds
U11$1 0.965 0.058 16.541 0.000
U12$1 0.959 0.065 14.815 0.000
U13$1 0.939 0.063 14.868 0.000
U14$1 1.025 0.069 14.877 0.000
U21$1 0.965 0.058 16.541 0.000
U22$1 0.959 0.065 14.815 0.000
U23$1 0.939 0.063 14.868 0.000
U24$1 1.025 0.069 14.877 0.000
Categorical Latent Variables
Within Level
C2#1 ON
C1#1 0.579 0.247 2.343 0.019
C2#1 ON
X -0.923 0.106 -8.740 0.000
C1#1 ON
X -0.564 0.080 -7.038 0.000
Intercepts
C1#1 -0.105 0.131 -0.799 0.424
C2#1 -0.512 0.198 -2.589 0.010
Between Level
C2#1 ON
C1#1 1.183 0.296 4.002 0.000
C1#1 ON
W -1.203 0.146 -8.236 0.000
C2#1 ON
W -0.253 0.328 -0.772 0.440
Residual Variances
C1#1 0.534 0.172 3.111 0.002
C2#1 0.198 0.230 0.860 0.390
LOGISTIC REGRESSION ODDS RATIO RESULTS
Categorical Latent Variables
Within Level
C2#1 ON
X 0.397
C1#1 ON
X 0.569
Between Level
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.341E-02
(ratio of smallest to largest eigenvalue)
TECHNICAL 1 OUTPUT
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
C1#1 C2#1 X W
________ ________ ________ ________
U11 0 0 0 0
U12 0 0 0 0
U13 0 0 0 0
U14 0 0 0 0
U21 0 0 0 0
U22 0 0 0 0
U23 0 0 0 0
U24 0 0 0 0
X 0 0 0 0
W 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
C1#1 C2#1 X W
________ ________ ________ ________
0 0 0 0
BETA
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0 0 0 0
C2#1 0 0 0 0
X 0 0 0 0
W 0 0 0 0
PSI
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0
C2#1 0 0
X 0 0 0
W 0 0 0 0
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
C1#1 C2#1 X W
________ ________ ________ ________
U11 0 0 0 0
U12 0 0 0 0
U13 0 0 0 0
U14 0 0 0 0
U21 0 0 0 0
U22 0 0 0 0
U23 0 0 0 0
U24 0 0 0 0
X 0 0 0 0
W 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
C1#1 C2#1 X W
________ ________ ________ ________
0 0 0 0
BETA
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0 0 0 0
C2#1 0 0 0 0
X 0 0 0 0
W 0 0 0 0
PSI
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0
C2#1 0 0
X 0 0 0
W 0 0 0 0
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
C1#1 C2#1 X W
________ ________ ________ ________
U11 0 0 0 0
U12 0 0 0 0
U13 0 0 0 0
U14 0 0 0 0
U21 0 0 0 0
U22 0 0 0 0
U23 0 0 0 0
U24 0 0 0 0
X 0 0 0 0
W 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
C1#1 C2#1 X W
________ ________ ________ ________
0 0 0 0
BETA
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0 0 0 0
C2#1 0 0 0 0
X 0 0 0 0
W 0 0 0 0
PSI
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0
C2#1 0 0
X 0 0 0
W 0 0 0 0
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
C1#1 C2#1 X W
________ ________ ________ ________
U11 0 0 0 0
U12 0 0 0 0
U13 0 0 0 0
U14 0 0 0 0
U21 0 0 0 0
U22 0 0 0 0
U23 0 0 0 0
U24 0 0 0 0
X 0 0 0 0
W 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
C1#1 C2#1 X W
________ ________ ________ ________
0 0 0 0
BETA
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0 0 0 0
C2#1 0 0 0 0
X 0 0 0 0
W 0 0 0 0
PSI
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0
C2#1 0 0
X 0 0 0
W 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
C1#1 C2#1 X W
________ ________ ________ ________
U11 0 0 0 0
U12 0 0 0 0
U13 0 0 0 0
U14 0 0 0 0
U21 0 0 0 0
U22 0 0 0 0
U23 0 0 0 0
U24 0 0 0 0
X 0 0 0 0
W 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
C1#1 C2#1 X W
________ ________ ________ ________
0 0 0 0
BETA
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0 0 0 1
C2#1 2 0 0 3
X 0 0 0 0
W 0 0 0 0
PSI
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 4
C2#1 0 5
X 0 0 0
W 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
C1#1 C2#1 X W
________ ________ ________ ________
U11 0 0 0 0
U12 0 0 0 0
U13 0 0 0 0
U14 0 0 0 0
U21 0 0 0 0
U22 0 0 0 0
U23 0 0 0 0
U24 0 0 0 0
X 0 0 0 0
W 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
C1#1 C2#1 X W
________ ________ ________ ________
0 0 0 0
BETA
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0 0 0 1
C2#1 2 0 0 3
X 0 0 0 0
W 0 0 0 0
PSI
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 4
C2#1 0 5
X 0 0 0
W 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
C1#1 C2#1 X W
________ ________ ________ ________
U11 0 0 0 0
U12 0 0 0 0
U13 0 0 0 0
U14 0 0 0 0
U21 0 0 0 0
U22 0 0 0 0
U23 0 0 0 0
U24 0 0 0 0
X 0 0 0 0
W 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
C1#1 C2#1 X W
________ ________ ________ ________
0 0 0 0
BETA
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0 0 0 1
C2#1 2 0 0 3
X 0 0 0 0
W 0 0 0 0
PSI
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 4
C2#1 0 5
X 0 0 0
W 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
C1#1 C2#1 X W
________ ________ ________ ________
U11 0 0 0 0
U12 0 0 0 0
U13 0 0 0 0
U14 0 0 0 0
U21 0 0 0 0
U22 0 0 0 0
U23 0 0 0 0
U24 0 0 0 0
X 0 0 0 0
W 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
C1#1 C2#1 X W
________ ________ ________ ________
0 0 0 0
BETA
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0 0 0 1
C2#1 2 0 0 3
X 0 0 0 0
W 0 0 0 0
PSI
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 4
C2#1 0 5
X 0 0 0
W 0 0 0 0
PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART (WITHIN)
TAU(U) FOR LATENT CLASS PATTERN 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0 0 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 1 1
U22$1 U23$1 U24$1
________ ________ ________
0 0 0
TAU(U) FOR LATENT CLASS PATTERN 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0 0 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 1 2
U22$1 U23$1 U24$1
________ ________ ________
0 0 0
TAU(U) FOR LATENT CLASS PATTERN 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0 0 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 2 1
U22$1 U23$1 U24$1
________ ________ ________
0 0 0
TAU(U) FOR LATENT CLASS PATTERN 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0 0 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 2 2
U22$1 U23$1 U24$1
________ ________ ________
0 0 0
PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART (BETWEEN)
TAU(U) FOR LATENT CLASS PATTERN 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
6 7 8 9 6
TAU(U) FOR LATENT CLASS PATTERN 1 1
U22$1 U23$1 U24$1
________ ________ ________
7 8 9
TAU(U) FOR LATENT CLASS PATTERN 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
6 7 8 9 10
TAU(U) FOR LATENT CLASS PATTERN 1 2
U22$1 U23$1 U24$1
________ ________ ________
11 12 13
TAU(U) FOR LATENT CLASS PATTERN 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
10 11 12 13 6
TAU(U) FOR LATENT CLASS PATTERN 2 1
U22$1 U23$1 U24$1
________ ________ ________
7 8 9
TAU(U) FOR LATENT CLASS PATTERN 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
10 11 12 13 10
TAU(U) FOR LATENT CLASS PATTERN 2 2
U22$1 U23$1 U24$1
________ ________ ________
11 12 13
PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART
ALPHA(C)
C1#1 C1#2 C2#1 C2#2
________ ________ ________ ________
14 0 15 0
GAMMA(C)
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0 0 16 0
C1#2 0 0 0 0
C2#1 0 0 17 0
C2#2 0 0 0 0
BETA(C)
C1#1 C1#2
________ ________
C2#1 18 0
C2#2 0 0
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
C1#1 C2#1 X W
________ ________ ________ ________
U11 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000
U24 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
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 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
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 1.000
U23 0.000 1.000
U24 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
C1#1 C2#1 X W
________ ________ ________ ________
0.000 0.000 0.000 0.000
BETA
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0.000 0.000 0.000 0.000
C2#1 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
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0.000
C2#1 0.000 0.000
X 0.000 0.000 0.511
W 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
C1#1 C2#1 X W
________ ________ ________ ________
U11 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000
U24 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
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 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
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 1.000
U23 0.000 1.000
U24 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
C1#1 C2#1 X W
________ ________ ________ ________
0.000 0.000 0.000 0.000
BETA
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0.000 0.000 0.000 0.000
C2#1 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
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0.000
C2#1 0.000 0.000
X 0.000 0.000 0.511
W 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
C1#1 C2#1 X W
________ ________ ________ ________
U11 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000
U24 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
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 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
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 1.000
U23 0.000 1.000
U24 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
C1#1 C2#1 X W
________ ________ ________ ________
0.000 0.000 0.000 0.000
BETA
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0.000 0.000 0.000 0.000
C2#1 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
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0.000
C2#1 0.000 0.000
X 0.000 0.000 0.511
W 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
C1#1 C2#1 X W
________ ________ ________ ________
U11 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000
U24 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
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 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
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 1.000
U23 0.000 1.000
U24 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
C1#1 C2#1 X W
________ ________ ________ ________
0.000 0.000 0.000 0.000
BETA
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0.000 0.000 0.000 0.000
C2#1 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
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0.000
C2#1 0.000 0.000
X 0.000 0.000 0.511
W 0.000 0.000 0.000 0.000
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
C1#1 C2#1 X W
________ ________ ________ ________
U11 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000
U24 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
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 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
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
C1#1 C2#1 X W
________ ________ ________ ________
0.000 0.000 0.000 0.000
BETA
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0.000 0.000 0.000 0.000
C2#1 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
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0.050
C2#1 0.000 0.050
X 0.000 0.000 0.000
W 0.000 0.000 0.000 0.438
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
C1#1 C2#1 X W
________ ________ ________ ________
U11 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000
U24 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
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 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
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
C1#1 C2#1 X W
________ ________ ________ ________
0.000 0.000 0.000 0.000
BETA
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0.000 0.000 0.000 0.000
C2#1 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
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0.050
C2#1 0.000 0.050
X 0.000 0.000 0.000
W 0.000 0.000 0.000 0.438
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
C1#1 C2#1 X W
________ ________ ________ ________
U11 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000
U24 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
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 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
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
C1#1 C2#1 X W
________ ________ ________ ________
0.000 0.000 0.000 0.000
BETA
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0.000 0.000 0.000 0.000
C2#1 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
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0.050
C2#1 0.000 0.050
X 0.000 0.000 0.000
W 0.000 0.000 0.000 0.438
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
C1#1 C2#1 X W
________ ________ ________ ________
U11 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000
U24 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
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 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
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
C1#1 C2#1 X W
________ ________ ________ ________
0.000 0.000 0.000 0.000
BETA
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0.000 0.000 0.000 0.000
C2#1 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
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0.050
C2#1 0.000 0.050
X 0.000 0.000 0.000
W 0.000 0.000 0.000 0.438
STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART (WITHIN)
TAU(U) FOR LATENT CLASS PATTERN 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 1
U22$1 U23$1 U24$1
________ ________ ________
0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 2
U22$1 U23$1 U24$1
________ ________ ________
0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 1
U22$1 U23$1 U24$1
________ ________ ________
0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 2
U22$1 U23$1 U24$1
________ ________ ________
0.000 0.000 0.000
STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART (BETWEEN)
TAU(U) FOR LATENT CLASS PATTERN 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
-0.557 -0.547 -0.546 -0.561 -0.557
TAU(U) FOR LATENT CLASS PATTERN 1 1
U22$1 U23$1 U24$1
________ ________ ________
-0.547 -0.546 -0.561
TAU(U) FOR LATENT CLASS PATTERN 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
-0.557 -0.547 -0.546 -0.561 0.443
TAU(U) FOR LATENT CLASS PATTERN 1 2
U22$1 U23$1 U24$1
________ ________ ________
0.453 0.454 0.439
TAU(U) FOR LATENT CLASS PATTERN 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.443 0.453 0.454 0.439 -0.557
TAU(U) FOR LATENT CLASS PATTERN 2 1
U22$1 U23$1 U24$1
________ ________ ________
-0.547 -0.546 -0.561
TAU(U) FOR LATENT CLASS PATTERN 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.443 0.453 0.454 0.439 0.443
TAU(U) FOR LATENT CLASS PATTERN 2 2
U22$1 U23$1 U24$1
________ ________ ________
0.453 0.454 0.439
STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART
ALPHA(C)
C1#1 C1#2 C2#1 C2#2
________ ________ ________ ________
0.000 0.000 0.000 0.000
GAMMA(C)
C1#1 C2#1 X W
________ ________ ________ ________
C1#1 0.000 0.000 0.000 0.000
C1#2 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000
C2#2 0.000 0.000 0.000 0.000
BETA(C)
C1#1 C1#2
________ ________
C2#1 0.000 0.000
C2#2 0.000 0.000
TECHNICAL 8 OUTPUT
INITIAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.10825648D+05 0.0000000 0.0000000 540.679 467.351 EM
458.601 533.369
2 -0.10758177D+05 67.4710659 0.0062325 581.410 435.091 FS
444.933 538.566
3 -0.10572876D+05 185.3012175 0.0172242 710.244 301.584 FS
288.234 699.938
4 -0.10544399D+05 28.4767531 0.0026934 724.639 292.018 EM
269.080 714.263
5 -0.10500213D+05 44.1864535 0.0041905 734.511 286.663 EM
269.922 708.904
6 -0.10506086D+05 -5.8727459 -0.0005593 764.796 263.814 EM
284.558 686.832
7 -0.10471966D+05 34.1199054 0.0032476 770.189 263.684 EM
275.332 690.795
8 -0.10458819D+05 13.1469953 0.0012554 754.203 278.810 EM
267.278 699.709
9 -0.10437683D+05 21.1360458 0.0020209 760.322 272.180 EM
268.564 698.933
10 -0.10416468D+05 21.2148444 0.0020325 757.490 275.639 EM
269.023 697.848
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12987995D+05 0.0000000 0.0000000 836.520 350.917 EM
791.225 21.338
2 -0.12791242D+05 196.7532883 0.0151489 896.734 325.478 FS
765.308 12.481
3 -0.12681332D+05 109.9095551 0.0085926 903.516 322.667 FS
764.299 9.518
4 -0.12564905D+05 116.4270977 0.0091810 923.307 316.079 FS
753.862 6.752
5 -0.12395278D+05 169.6270191 0.0135001 1025.405 282.037 FS
689.353 3.205
6 -0.12272712D+05 122.5654757 0.0098881 1078.902 258.782 FS
662.115 0.201
7 -0.12024128D+05 248.5840811 0.0202550 1365.355 140.505 FS
493.680 0.460
8 -0.11908610D+05 115.5178967 0.0096072 1479.066 66.023 FS
454.911 0.000
9 -0.11810585D+05 98.0252030 0.0082315 1487.205 72.380 FS
440.414 0.000
10 -0.11721830D+05 88.7555406 0.0075149 1464.285 106.770 FS
428.945 0.000
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15773209D+05 0.0000000 0.0000000 229.526 445.814 EM
389.659 935.002
2 -0.15671898D+05 101.3113302 0.0064230 236.417 450.741 FS
385.915 926.927
3 -0.15573950D+05 97.9478361 0.0062499 248.257 449.021 FS
390.073 912.649
4 -0.15482498D+05 91.4520216 0.0058721 257.129 426.418 FS
404.815 911.638
5 -0.15390316D+05 92.1822304 0.0059540 263.290 421.728 FS
408.174 906.809
6 -0.15298044D+05 92.2720542 0.0059955 274.011 410.613 FS
412.017 903.359
7 -0.15206125D+05 91.9183297 0.0060085 288.717 396.321 FS
415.588 899.374
8 -0.15114543D+05 91.5819258 0.0060227 307.032 380.080 FS
418.908 893.980
9 -0.15023138D+05 91.4055647 0.0060475 329.136 362.256 FS
422.196 886.412
10 -0.14931720D+05 91.4175917 0.0060851 355.778 343.209 FS
425.810 875.203
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13236293D+05 0.0000000 0.0000000 141.932 343.577 EM
554.117 960.374
2 -0.13082253D+05 154.0394795 0.0116377 123.516 302.278 FS
565.977 1008.229
3 -0.12983642D+05 98.6112604 0.0075378 119.560 298.440 FS
559.970 1022.030
4 -0.12885531D+05 98.1113107 0.0075565 116.205 294.059 FS
553.048 1036.688
5 -0.12787925D+05 97.6050857 0.0075748 113.637 289.053 FS
545.371 1051.939
6 -0.12690775D+05 97.1506228 0.0075971 111.862 283.365 FS
537.112 1067.661
7 -0.12593975D+05 96.7998231 0.0076276 110.720 276.998 FS
528.377 1083.904
8 -0.12497336D+05 96.6388183 0.0076734 109.962 270.025 FS
519.116 1100.897
9 -0.12400225D+05 97.1112930 0.0077706 109.187 262.546 FS
508.776 1119.491
10 -0.12288631D+05 111.5936504 0.0089993 102.976 254.750 FS
483.676 1158.598
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13461631D+05 0.0000000 0.0000000 676.893 486.439 EM
645.223 191.446
2 -0.13366460D+05 95.1714548 0.0070698 684.382 463.584 FS
664.545 187.489
3 -0.13268631D+05 97.8289617 0.0073190 690.952 461.973 FS
661.674 185.402
4 -0.13170909D+05 97.7221226 0.0073649 698.008 460.332 FS
658.660 183.000
5 -0.13073238D+05 97.6709820 0.0074157 705.715 458.584 FS
655.472 180.229
6 -0.12975458D+05 97.7796551 0.0074794 714.236 456.618 FS
652.060 177.086
7 -0.12877683D+05 97.7752436 0.0075354 723.924 454.136 FS
648.442 173.498
8 -0.12779794D+05 97.8885262 0.0076014 734.789 451.199 FS
644.584 169.429
9 -0.12681001D+05 98.7932917 0.0077304 747.923 447.024 FS
640.402 164.652
10 -0.12580069D+05 100.9321577 0.0079593 764.918 440.565 FS
635.751 158.766
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18189574D+05 0.0000000 0.0000000 1538.150 62.719 EM
326.845 72.286
2 -0.18055937D+05 133.6364936 0.0073469 1590.611 30.635 FS
354.094 24.660
3 -0.17949680D+05 106.2573864 0.0058849 1613.680 32.849 FS
319.939 33.532
4 -0.17842962D+05 106.7181566 0.0059454 1626.670 41.351 FS
298.387 33.592
5 -0.17725019D+05 117.9429153 0.0066101 1661.306 36.450 FS
278.625 23.619
6 -0.17604114D+05 120.9044332 0.0068211 1706.819 22.575 FS
260.828 9.777
7 -0.11026265D+05 6577.8492181 0.3736541 1655.875 55.038 EM
257.427 31.660
8 -0.10997039D+05 29.2260132 0.0026506 1405.052 187.442 FS
97.037 310.469
9 -0.10699274D+05 297.7649886 0.0270768 1108.696 302.801 EM
89.676 498.827
10 -0.10621280D+05 77.9943700 0.0072897 972.962 337.808 EM
96.928 592.302
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17623110D+05 0.0000000 0.0000000 812.437 413.248 EM
238.060 536.255
2 -0.17524680D+05 98.4301279 0.0055853 819.604 403.458 FS
236.573 540.364
3 -0.17430538D+05 94.1421583 0.0053720 825.963 400.226 FS
233.086 540.724
4 -0.17338714D+05 91.8245197 0.0052680 831.527 399.719 FS
228.636 540.119
5 -0.17251880D+05 86.8334630 0.0050081 835.463 407.058 FS
220.964 536.515
6 -0.17159695D+05 92.1853066 0.0053435 834.219 419.330 FS
216.013 530.438
7 -0.17063493D+05 96.2014268 0.0056062 838.452 424.870 FS
215.299 521.379
8 -0.16967688D+05 95.8052312 0.0056146 843.808 430.038 FS
214.602 511.551
9 -0.16872257D+05 95.4309917 0.0056243 849.851 434.968 FS
213.963 501.218
10 -0.16777159D+05 95.0984809 0.0056364 856.276 439.727 FS
213.452 490.545
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17948157D+05 0.0000000 0.0000000 610.665 426.107 EM
717.561 245.667
2 -0.17824449D+05 123.7083209 0.0068925 616.136 429.173 FS
711.070 243.621
3 -0.17724860D+05 99.5887601 0.0055872 617.244 427.210 FS
711.349 244.197
4 -0.17630177D+05 94.6835761 0.0053419 619.900 424.293 FS
711.462 244.345
5 -0.17529053D+05 101.1233409 0.0057358 623.776 420.144 FS
711.712 244.368
6 -0.17429474D+05 99.5796657 0.0056808 628.260 417.639 FS
710.410 243.690
7 -0.17327695D+05 101.7781894 0.0058394 635.580 410.532 FS
708.596 245.292
8 -0.17227199D+05 100.4965036 0.0057998 639.786 406.860 FS
707.492 245.862
9 -0.17168001D+05 59.1979660 0.0034363 633.667 381.186 FS
737.656 247.491
10 -0.17067328D+05 100.6725488 0.0058640 637.217 381.639 FS
734.314 246.829
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16260228D+05 0.0000000 0.0000000 1706.508 240.608 EM
51.777 1.107
2 -0.16176924D+05 83.3040415 0.0051232 1685.592 242.824 FS
69.779 1.806
3 -0.16106930D+05 69.9932966 0.0043267 1652.867 251.028 FS
93.042 3.062
4 -0.16050557D+05 56.3730622 0.0034999 1609.471 266.416 FS
119.594 4.519
5 -0.15935308D+05 115.2490474 0.0071804 1578.500 256.783 FS
158.462 6.255
6 -0.15818434D+05 116.8746539 0.0073343 1539.789 271.385 FS
179.840 8.987
7 -0.15588364D+05 230.0692579 0.0145444 1602.233 156.897 FS
229.409 11.462
8 -0.15461510D+05 126.8547539 0.0081378 1584.505 167.089 FS
239.321 9.084
9 -0.15362972D+05 98.5374101 0.0063731 1585.458 156.584 FS
252.154 5.804
10 -0.15264240D+05 98.7321331 0.0064266 1588.093 156.287 FS
250.315 5.306
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17120481D+05 0.0000000 0.0000000 956.443 433.585 EM
413.251 196.721
2 -0.17020442D+05 100.0384437 0.0058432 958.923 433.866 FS
411.148 196.064
3 -0.16930047D+05 90.3955157 0.0053110 959.147 433.109 FS
413.137 194.608
4 -0.16834014D+05 96.0322460 0.0056723 959.709 432.443 FS
414.948 192.900
5 -0.16735571D+05 98.4430412 0.0058479 961.472 431.578 FS
416.038 190.912
6 -0.16636989D+05 98.5821858 0.0058906 963.766 430.599 FS
416.844 188.791
7 -0.16538420D+05 98.5696702 0.0059247 966.310 429.564 FS
417.513 186.613
8 -0.16439882D+05 98.5374115 0.0059581 968.992 428.499 FS
418.100 184.409
9 -0.16341381D+05 98.5013050 0.0059916 971.762 427.417 FS
418.626 182.195
10 -0.16242917D+05 98.4637542 0.0060254 974.593 426.324 FS
419.105 179.979
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16322525D+05 0.0000000 0.0000000 1045.913 323.999 EM
323.873 306.216
2 -0.16218499D+05 104.0260836 0.0063732 1042.159 326.398 FS
323.635 307.808
3 -0.16119444D+05 99.0547483 0.0061075 1040.160 328.432 FS
323.271 308.136
4 -0.16021123D+05 98.3210509 0.0060995 1037.308 330.456 FS
323.691 308.544
5 -0.15922975D+05 98.1479554 0.0061262 1034.012 332.543 FS
324.417 309.028
6 -0.15824883D+05 98.0921141 0.0061604 1030.398 334.661 FS
325.372 309.569
7 -0.15726833D+05 98.0503151 0.0061960 1026.557 336.786 FS
326.505 310.152
8 -0.15628831D+05 98.0018497 0.0062315 1022.556 338.904 FS
327.775 310.765
9 -0.15530886D+05 97.9454683 0.0062670 1018.437 341.010 FS
329.151 311.402
10 -0.15433003D+05 97.8826397 0.0063025 1014.226 343.105 FS
330.609 312.060
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12569468D+05 0.0000000 0.0000000 865.114 280.111 EM
101.086 753.690
2 -0.12429033D+05 140.4354827 0.0111727 772.120 238.867 FS
120.327 868.686
3 -0.12334380D+05 94.6524204 0.0076154 751.645 235.472 FS
118.384 894.498
4 -0.12240938D+05 93.4418857 0.0075757 726.141 230.308 FS
114.500 929.050
5 -0.12148667D+05 92.2711218 0.0075379 694.439 224.711 FS
106.149 974.701
6 -0.12058074D+05 90.5932339 0.0074571 657.144 218.520 FS
90.393 1033.943
7 -0.11970559D+05 87.5148538 0.0072578 615.836 211.926 FS
65.364 1106.874
8 -0.11888795D+05 81.7642329 0.0068304 568.050 211.762 FS
33.944 1186.243
9 -0.11812866D+05 75.9293512 0.0063866 503.817 235.227 FS
8.660 1252.297
10 -0.11739593D+05 73.2720471 0.0062027 457.858 216.976 FS
1.241 1323.924
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11998516D+05 0.0000000 0.0000000 913.560 307.706 EM
297.583 481.151
2 -0.10868016D+05 1130.4997920 0.0942200 759.173 319.764 EM
319.456 601.607
3 -0.10641315D+05 226.7018665 0.0208595 714.123 312.078 EM
311.066 662.733
4 -0.10519352D+05 121.9622112 0.0114612 692.557 310.268 EM
312.538 684.638
5 -0.10440756D+05 78.5968420 0.0074716 683.844 312.257 EM
313.028 690.871
6 -0.10384575D+05 56.1803244 0.0053809 683.132 314.363 EM
311.534 690.971
7 -0.10343450D+05 41.1248699 0.0039602 686.959 315.181 EM
308.729 689.130
8 -0.10313670D+05 29.7807839 0.0028792 692.960 314.584 EM
305.293 687.163
9 -0.10292647D+05 21.0221177 0.0020383 699.670 312.932 EM
301.693 685.706
10 -0.10278265D+05 14.3820538 0.0013973 706.238 310.680 EM
298.239 684.843
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19003206D+05 0.0000000 0.0000000 235.514 817.984 EM
386.262 560.240
2 -0.18873490D+05 129.7158865 0.0068260 229.465 796.349 FS
386.767 587.419
3 -0.18768759D+05 104.7310516 0.0055491 229.555 797.272 FS
384.604 588.569
4 -0.18670687D+05 98.0714038 0.0052252 229.767 797.615 FS
389.782 582.836
5 -0.18570634D+05 100.0536490 0.0053589 231.082 798.771 FS
389.680 580.467
6 -0.18468947D+05 101.6868542 0.0054757 231.832 803.760 FS
386.297 578.111
7 -0.18369829D+05 99.1178707 0.0053667 235.639 801.796 FS
390.135 572.430
8 -0.18269682D+05 100.1469702 0.0054517 235.718 805.207 FS
388.652 570.423
9 -0.18170014D+05 99.6676462 0.0054554 238.200 803.998 FS
392.238 565.565
10 -0.18070507D+05 99.5071847 0.0054765 238.349 805.242 FS
394.879 561.531
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.21965963D+05 0.0000000 0.0000000 130.358 706.521 EM
548.302 614.818
2 -0.21861882D+05 104.0809240 0.0047383 125.300 709.697 FS
541.432 623.571
3 -0.21750011D+05 111.8707411 0.0051172 136.040 701.209 FS
550.070 612.682
4 -0.21650637D+05 99.3739182 0.0045689 136.660 701.372 FS
548.147 613.821
5 -0.21551913D+05 98.7243289 0.0045599 135.886 698.242 FS
553.216 612.656
6 -0.21451841D+05 100.0719886 0.0046433 136.857 697.700 FS
552.032 613.410
7 -0.21351965D+05 99.8758931 0.0046558 136.519 697.456 FS
551.608 614.416
8 -0.21252574D+05 99.3909795 0.0046549 136.053 694.814 FS
554.835 614.299
9 -0.21150119D+05 102.4546787 0.0048208 136.595 693.936 FS
551.952 617.516
10 -0.21050019D+05 100.0999996 0.0047328 137.930 692.809 FS
550.996 618.265
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.14132399D+05 0.0000000 0.0000000 826.168 163.993 EM
433.020 576.819
2 -0.14039321D+05 93.0778783 0.0065861 830.466 163.246 FS
426.662 579.626
3 -0.13948376D+05 90.9449373 0.0064779 833.994 161.959 FS
420.039 584.008
4 -0.13856844D+05 91.5315318 0.0065622 837.268 160.764 FS
416.985 584.983
5 -0.13762425D+05 94.4195744 0.0068139 840.804 159.586 FS
414.336 585.275
6 -0.13664842D+05 97.5832323 0.0070906 843.740 158.686 FS
415.336 582.237
7 -0.13569796D+05 95.0457742 0.0069555 847.622 158.683 FS
416.037 577.657
8 -0.13473825D+05 95.9704771 0.0070724 851.641 158.802 FS
417.630 571.927
9 -0.13378706D+05 95.1197467 0.0070596 855.533 159.252 FS
419.500 565.715
10 -0.13284141D+05 94.5648331 0.0070683 859.421 159.922 FS
421.253 559.405
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13419507D+05 0.0000000 0.0000000 594.513 460.682 EM
577.119 367.686
2 -0.12732464D+05 687.0437502 0.0511974 572.301 358.037 EM
430.854 638.807
3 -0.12614975D+05 117.4884911 0.0092275 587.504 357.485 FS
416.618 638.392
4 -0.12529786D+05 85.1896063 0.0067531 586.214 358.752 FS
405.215 649.818
5 -0.12437801D+05 91.9844151 0.0073413 581.292 356.314 FS
400.738 661.655
6 -0.12345565D+05 92.2363472 0.0074158 575.725 354.896 FS
395.178 674.201
7 -0.12252951D+05 92.6140276 0.0075018 568.510 353.400 FS
391.005 687.085
8 -0.12160220D+05 92.7312821 0.0075681 560.674 351.789 FS
387.324 700.213
9 -0.12067990D+05 92.2295116 0.0075845 552.062 350.382 FS
383.304 714.253
10 -0.11976249D+05 91.7409324 0.0076020 542.634 349.108 FS
378.997 729.261
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18408657D+05 0.0000000 0.0000000 10.047 90.777 EM
198.547 1700.628
2 -0.18312001D+05 96.6558027 0.0052506 11.512 86.373 FS
198.694 1703.421
3 -0.18217675D+05 94.3255323 0.0051510 12.118 84.131 FS
196.749 1707.002
4 -0.18122449D+05 95.2262646 0.0052271 12.632 82.070 FS
194.329 1710.969
5 -0.18027183D+05 95.2663352 0.0052568 13.272 80.253 FS
191.511 1714.964
6 -0.17931835D+05 95.3474671 0.0052891 14.150 78.601 FS
188.459 1718.791
7 -0.17836350D+05 95.4854665 0.0053249 15.336 76.996 FS
185.487 1722.182
8 -0.17740585D+05 95.7644072 0.0053691 16.806 75.274 FS
183.070 1724.850
9 -0.17644508D+05 96.0770085 0.0054157 18.402 73.358 FS
181.431 1726.809
10 -0.17548118D+05 96.3903185 0.0054629 19.930 71.284 FS
180.554 1728.232
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.16433163D+05 0.0000000 0.0000000 964.493 195.858 EM
268.199 571.450
2 -0.16333500D+05 99.6627488 0.0060647 963.228 196.294 FS
268.485 571.992
3 -0.16234569D+05 98.9305229 0.0060569 962.104 197.095 FS
268.528 572.273
4 -0.16135669D+05 98.9006968 0.0060920 960.912 197.933 FS
268.611 572.544
5 -0.16036800D+05 98.8684775 0.0061273 959.651 198.809 FS
268.737 572.803
6 -0.15937967D+05 98.8334430 0.0061629 958.315 199.725 FS
268.907 573.053
7 -0.15839171D+05 98.7955417 0.0061988 956.902 200.680 FS
269.125 573.293
8 -0.15740416D+05 98.7547693 0.0062348 955.408 201.674 FS
269.392 573.526
9 -0.15641705D+05 98.7111684 0.0062712 953.829 202.707 FS
269.711 573.753
10 -0.15543040D+05 98.6648250 0.0063078 952.164 203.777 FS
270.083 573.976
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.21522703D+05 0.0000000 0.0000000 1300.859 273.969 EM
316.507 108.665
2 -0.21411406D+05 111.2975438 0.0051712 1295.154 282.996 FS
311.797 110.053
3 -0.21309427D+05 101.9786790 0.0047628 1294.543 284.520 FS
310.396 110.541
4 -0.21208073D+05 101.3542667 0.0047563 1297.656 284.313 FS
310.152 107.879
5 -0.21107684D+05 100.3886573 0.0047335 1296.283 286.208 FS
309.002 108.507
6 -0.21010307D+05 97.3773688 0.0046134 1301.270 283.114 FS
310.026 105.590
7 -0.20910328D+05 99.9787473 0.0047586 1299.938 285.432 FS
309.045 105.585
8 -0.20811459D+05 98.8685613 0.0047282 1300.518 285.923 FS
309.104 104.456
9 -0.20712503D+05 98.9567261 0.0047549 1300.518 286.944 FS
308.932 103.605
10 -0.20613610D+05 98.8924461 0.0047745 1300.312 288.158 FS
308.678 102.853
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15590515D+05 0.0000000 0.0000000 1215.351 163.317 EM
419.930 201.402
2 -0.11243492D+05 4347.0222496 0.2788248 1183.801 250.694 EM
263.300 302.205
3 -0.11155849D+05 87.6437275 0.0077951 1180.280 248.132 FS
269.029 302.559
4 -0.10753661D+05 402.1877146 0.0360517 1098.411 291.734 EM
297.885 311.970
5 -0.10641980D+05 111.6811828 0.0103854 1050.001 313.190 EM
315.279 321.530
6 -0.10583796D+05 58.1835208 0.0054674 1025.415 327.243 EM
322.619 324.723
7 -0.10552646D+05 31.1499386 0.0029432 1016.733 336.024 EM
323.277 323.966
8 -0.10535199D+05 17.4478471 0.0016534 1017.002 340.400 EM
321.097 321.502
9 -0.10524516D+05 10.6821486 0.0010139 1021.449 341.464 EM
318.341 318.746
10 -0.10517550D+05 6.9667631 0.0006620 1027.466 340.580 EM
315.705 316.249
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 21
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13766776D+05 0.0000000 0.0000000 157.945 706.859 EM
379.613 755.582
2 -0.13491965D+05 274.8117147 0.0199620 54.100 177.401 FS
543.400 1225.099
3 -0.13386506D+05 105.4584509 0.0078164 57.789 177.292 FS
534.467 1230.452
4 -0.13288970D+05 97.5355910 0.0072861 56.179 181.571 FS
532.624 1229.626
5 -0.13192307D+05 96.6635762 0.0072740 54.316 187.544 FS
530.017 1228.123
6 -0.13095388D+05 96.9189516 0.0073466 52.335 194.284 FS
526.979 1226.403
7 -0.12998556D+05 96.8314685 0.0073943 50.005 200.963 FS
524.853 1224.179
8 -0.12891401D+05 107.1557871 0.0082437 47.413 211.650 FS
525.063 1215.873
9 -0.12726975D+05 164.4259990 0.0127547 43.982 229.327 FS
523.571 1203.120
10 -0.12598416D+05 128.5584062 0.0101013 41.046 247.987 FS
516.167 1194.801
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 22
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11295706D+05 0.0000000 0.0000000 664.687 291.641 EM
415.340 628.332
2 -0.11235986D+05 59.7204697 0.0052870 737.970 281.417 FS
403.040 577.573
3 -0.11144211D+05 91.7744260 0.0081679 745.825 290.973 FS
368.136 595.066
4 -0.11054145D+05 90.0662085 0.0080819 753.286 300.145 FS
338.169 608.400
5 -0.10966258D+05 87.8868893 0.0079506 750.839 306.583 FS
320.812 621.767
6 -0.10881125D+05 85.1336967 0.0077632 742.405 310.969 FS
312.750 633.877
7 -0.10798353D+05 82.7715932 0.0076069 735.186 313.937 FS
310.248 640.629
8 -0.10717934D+05 80.4194372 0.0074474 730.381 316.328 FS
311.624 641.666
9 -0.10636797D+05 81.1363473 0.0075701 718.263 326.630 FS
323.577 631.530
10 -0.10563902D+05 72.8952941 0.0068531 712.200 328.822 FS
333.358 625.620
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 23
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12396216D+05 0.0000000 0.0000000 1039.026 435.756 EM
466.718 58.500
2 -0.11485167D+05 911.0489034 0.0734941 616.053 618.435 EM
613.180 152.332
3 -0.11401502D+05 83.6642560 0.0072845 616.260 580.458 FS
623.538 179.743
4 -0.11324035D+05 77.4677283 0.0067945 650.954 558.472 FS
581.634 208.940
5 -0.11256534D+05 67.5002973 0.0059608 722.087 513.426 FS
504.735 259.752
6 -0.11102585D+05 153.9498986 0.0136765 463.809 515.632 EM
592.034 428.524
7 -0.10961290D+05 141.2948797 0.0127263 513.799 420.377 EM
503.951 561.874
8 -0.10743991D+05 217.2987093 0.0198242 577.996 350.608 EM
414.248 657.149
9 -0.10641234D+05 102.7566199 0.0095641 579.313 332.063 EM
397.087 691.537
10 -0.10602999D+05 38.2356002 0.0035932 580.758 319.517 EM
382.288 717.438
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 24
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18039167D+05 0.0000000 0.0000000 816.624 467.483 EM
332.546 383.346
2 -0.17941869D+05 97.2986246 0.0053937 812.200 470.495 FS
336.589 380.716
3 -0.17843248D+05 98.6207694 0.0054967 810.558 469.900 FS
335.549 383.992
4 -0.17744561D+05 98.6868572 0.0055308 809.998 467.429 FS
336.067 386.506
5 -0.17645860D+05 98.7005792 0.0055623 810.018 463.640 FS
336.500 389.842
6 -0.17547125D+05 98.7354409 0.0055954 809.730 460.927 FS
337.135 392.207
7 -0.17448482D+05 98.6431184 0.0056216 809.586 457.653 FS
337.784 394.976
8 -0.17349704D+05 98.7774990 0.0056611 809.683 454.809 FS
337.912 397.597
9 -0.17250937D+05 98.7676584 0.0056928 809.747 452.008 FS
338.000 400.245
10 -0.17152156D+05 98.7809354 0.0057261 809.893 449.305 FS
337.854 402.948
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 25
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12933768D+05 0.0000000 0.0000000 496.280 593.313 EM
703.458 206.948
2 -0.11382084D+05 1551.6838979 0.1199715 417.229 541.378 EM
647.180 394.213
3 -0.11293340D+05 88.7436986 0.0077968 426.886 572.811 FS
596.716 403.588
4 -0.11223965D+05 69.3756066 0.0061431 438.992 574.595 FS
583.166 403.247
5 -0.11194687D+05 29.2775499 0.0026085 523.977 502.048 FS
557.913 416.062
6 -0.11081979D+05 112.7076309 0.0100680 529.437 505.367 FS
580.173 385.022
7 -0.10651543D+05 430.4367943 0.0388411 554.386 517.989 EM
472.473 455.152
8 -0.10576880D+05 74.6623826 0.0070095 564.608 487.367 EM
441.147 506.879
9 -0.10538731D+05 38.1494435 0.0036069 572.402 460.260 EM
417.677 549.661
10 -0.10519407D+05 19.3232777 0.0018335 577.110 437.999 EM
402.105 582.786
FINAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11998516D+05 0.0000000 0.0000000 913.560 307.706 EM
297.583 481.151
2 -0.10868016D+05 1130.4997920 0.0942200 759.173 319.764 EM
319.456 601.607
3 -0.10641315D+05 226.7018665 0.0208595 714.123 312.078 EM
311.066 662.733
4 -0.10519352D+05 121.9622112 0.0114612 692.557 310.268 EM
312.538 684.638
5 -0.10440756D+05 78.5968420 0.0074716 683.844 312.257 EM
313.028 690.871
6 -0.10384575D+05 56.1803244 0.0053809 683.132 314.363 EM
311.534 690.971
7 -0.10343450D+05 41.1248699 0.0039602 686.959 315.181 EM
308.729 689.130
8 -0.10313670D+05 29.7807839 0.0028792 692.960 314.584 EM
305.293 687.163
9 -0.10292647D+05 21.0221177 0.0020383 699.670 312.932 EM
301.693 685.706
10 -0.10278265D+05 14.3820538 0.0013973 706.238 310.680 EM
298.239 684.843
11 -0.10268723D+05 9.5424646 0.0009284 712.202 308.228 EM
295.136 684.434
12 -0.10262544D+05 6.1794312 0.0006018 717.341 305.871 EM
292.495 684.293
13 -0.10258598D+05 3.9459373 0.0003845 721.598 303.791 EM
290.349 684.261
14 -0.10256085D+05 2.5124337 0.0002449 725.017 302.076 EM
288.674 684.233
15 -0.10254475D+05 1.6099411 0.0001570 727.697 300.738 EM
287.409 684.156
16 -0.10253429D+05 1.0462535 0.0001020 729.762 299.743 EM
286.482 684.013
17 -0.10252734D+05 0.6946321 0.0000677 731.335 299.036 EM
285.823 683.806
18 -0.10252260D+05 0.4746203 0.0000463 732.526 298.558 EM
285.368 683.548
19 -0.10251924D+05 0.3356830 0.0000327 733.424 298.253 EM
285.068 683.255
20 -0.10251678D+05 0.2463727 0.0000240 734.104 298.075 EM
284.881 682.940
21 -0.10251490D+05 0.1874121 0.0000183 734.622 297.985 EM
284.776 682.617
22 -0.10251343D+05 0.1471502 0.0000144 735.021 297.957 EM
284.730 682.293
23 -0.10251224D+05 0.1186188 0.0000116 735.333 297.968 EM
284.723 681.976
24 -0.10251127D+05 0.0976444 0.0000095 735.582 298.003 EM
284.743 681.672
25 -0.10251045D+05 0.0817109 0.0000080 735.785 298.053 EM
284.780 681.382
26 -0.10250976D+05 0.0692566 0.0000068 735.954 298.110 EM
284.827 681.109
27 -0.10250917D+05 0.0592918 0.0000058 736.097 298.170 EM
284.879 680.854
28 -0.10250865D+05 0.0511669 0.0000050 736.221 298.229 EM
284.934 680.616
29 -0.10250821D+05 0.0444413 0.0000043 736.330 298.285 EM
284.989 680.396
30 -0.10250782D+05 0.0388054 0.0000038 736.427 298.338 EM
285.043 680.192
31 -0.10250748D+05 0.0340363 0.0000033 736.514 298.387 EM
285.094 680.004
32 -0.10250718D+05 0.0299673 0.0000029 736.592 298.433 EM
285.143 679.832
33 -0.10250692D+05 0.0264731 0.0000026 736.663 298.474 EM
285.190 679.673
34 -0.10250668D+05 0.0234542 0.0000023 736.727 298.512 EM
285.233 679.527
35 -0.10250647D+05 0.0208347 0.0000020 736.786 298.546 EM
285.274 679.394
36 -0.10250629D+05 0.0185515 0.0000018 736.839 298.578 EM
285.312 679.271
37 -0.10250612D+05 0.0165546 0.0000016 736.887 298.606 EM
285.348 679.159
38 -0.10250597D+05 0.0148022 0.0000014 736.930 298.632 EM
285.382 679.057
39 -0.10250584D+05 0.0132601 0.0000013 736.969 298.655 EM
285.413 678.963
40 -0.10250572D+05 0.0118993 0.0000012 737.004 298.676 EM
285.443 678.877
41 -0.10250562D+05 0.0106957 0.0000010 737.036 298.695 EM
285.471 678.798
42 -0.10250552D+05 0.0096285 0.0000009 737.064 298.713 EM
285.497 678.726
43 -0.10250543D+05 0.0086806 0.0000008 737.089 298.729 EM
285.521 678.661
44 -0.10250535D+05 0.0078368 0.0000008 737.111 298.744 EM
285.544 678.600
45 -0.10250528D+05 0.0070844 0.0000007 737.131 298.757 EM
285.566 678.545
46 -0.10250522D+05 0.0064121 0.0000006 737.149 298.770 EM
285.587 678.495
47 -0.10250516D+05 0.0058106 0.0000006 737.164 298.781 EM
285.606 678.449
48 -0.10250511D+05 0.0052715 0.0000005 737.177 298.792 EM
285.625 678.406
49 -0.10250506D+05 0.0047876 0.0000005 737.189 298.801 EM
285.642 678.368
50 -0.10250502D+05 0.0043527 0.0000004 737.199 298.810 EM
285.659 678.332
51 -0.10250498D+05 0.0039612 0.0000004 737.207 298.818 EM
285.675 678.300
52 -0.10250494D+05 0.0036083 0.0000004 737.215 298.826 EM
285.690 678.270
53 -0.10250491D+05 0.0032899 0.0000003 737.221 298.833 EM
285.704 678.243
54 -0.10250488D+05 0.0030022 0.0000003 737.226 298.839 EM
285.717 678.218
55 -0.10250485D+05 0.0027419 0.0000003 737.230 298.845 EM
285.730 678.195
56 -0.10250483D+05 0.0025062 0.0000002 737.233 298.851 EM
285.742 678.174
57 -0.10250480D+05 0.0022925 0.0000002 737.235 298.856 EM
285.754 678.155
58 -0.10250478D+05 0.0020986 0.0000002 737.237 298.861 EM
285.765 678.137
59 -0.10250476D+05 0.0019224 0.0000002 737.238 298.865 EM
285.776 678.121
60 -0.10250475D+05 0.0017622 0.0000002 737.239 298.869 EM
285.786 678.106
61 -0.10250473D+05 0.0016164 0.0000002 737.239 298.873 EM
285.795 678.092
62 -0.10250471D+05 0.0014836 0.0000001 737.239 298.877 EM
285.805 678.080
63 -0.10250470D+05 0.0013625 0.0000001 737.238 298.880 EM
285.814 678.068
64 -0.10250469D+05 0.0012520 0.0000001 737.237 298.883 EM
285.822 678.058
65 -0.10250468D+05 0.0011510 0.0000001 737.236 298.886 EM
285.830 678.048
66 -0.10250467D+05 0.0010588 0.0000001 737.235 298.889 EM
285.838 678.039
67 -0.10250466D+05 0.0009745 0.0000001 737.233 298.891 EM
285.845 678.031
TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.10825648D+05 0.0000000 0.0000000 540.679 467.351 EM
458.601 533.369
2 -0.10758177D+05 67.4710659 0.0062325 581.410 435.091 FS
444.933 538.566
3 -0.10572876D+05 185.3012175 0.0172242 710.244 301.584 FS
288.234 699.938
4 -0.10544399D+05 28.4767531 0.0026934 724.639 292.018 EM
269.080 714.263
5 -0.10500213D+05 44.1864535 0.0041905 734.511 286.663 EM
269.922 708.904
6 -0.10506086D+05 -5.8727459 -0.0005593 764.796 263.814 EM
284.558 686.832
7 -0.10471966D+05 34.1199054 0.0032476 770.189 263.684 EM
275.332 690.795
8 -0.10458819D+05 13.1469953 0.0012554 754.203 278.810 EM
267.278 699.709
9 -0.10437683D+05 21.1360458 0.0020209 760.322 272.180 EM
268.564 698.933
10 -0.10416468D+05 21.2148444 0.0020325 757.490 275.639 EM
269.023 697.848
11 -0.10395077D+05 21.3909069 0.0020536 765.198 271.377 EM
280.665 682.759
12 -0.10379956D+05 15.1213296 0.0014547 768.407 269.374 EM
285.628 676.591
13 -0.10362460D+05 17.4959902 0.0016856 763.670 276.693 EM
284.772 674.865
14 -0.10342818D+05 19.6415683 0.0018955 756.738 283.443 EM
285.097 674.723
15 -0.10324654D+05 18.1646343 0.0017563 751.953 287.849 EM
287.328 672.869
16 -0.10307779D+05 16.8742825 0.0016344 748.296 292.194 EM
289.161 670.349
17 -0.10293066D+05 14.7132555 0.0014274 745.405 296.189 EM
290.755 667.651
18 -0.10282058D+05 11.0075535 0.0010694 743.137 299.840 EM
292.190 664.833
19 -0.10274489D+05 7.5691041 0.0007361 741.404 302.858 EM
293.345 662.392
20 -0.10269314D+05 5.1751419 0.0005037 740.218 305.020 EM
294.117 660.644
21 -0.10265583D+05 3.7310348 0.0003633 739.512 306.358 EM
294.501 659.630
22 -0.10262738D+05 2.8450899 0.0002771 739.167 307.039 EM
294.560 659.233
23 -0.10260490D+05 2.2478044 0.0002190 739.062 307.252 EM
294.382 659.304
24 -0.10258683D+05 1.8068139 0.0001761 739.097 307.152 EM
294.046 659.705
25 -0.10257221D+05 1.4627683 0.0001426 739.202 306.854 EM
293.615 660.329
26 -0.10256033D+05 1.1873027 0.0001158 739.331 306.439 EM
293.133 661.097
27 -0.10255069D+05 0.9644781 0.0000940 739.456 305.961 EM
292.633 661.950
28 -0.10254285D+05 0.7836555 0.0000764 739.561 305.457 EM
292.134 662.847
29 -0.10253648D+05 0.6368540 0.0000621 739.638 304.951 EM
291.652 663.759
30 -0.10253131D+05 0.5177299 0.0000505 739.685 304.456 EM
291.194 664.666
31 -0.10252710D+05 0.4211243 0.0000411 739.700 303.983 EM
290.765 665.552
32 -0.10252367D+05 0.3428458 0.0000334 739.688 303.537 EM
290.366 666.409
33 -0.10252087D+05 0.2793716 0.0000272 739.650 303.120 EM
290.000 667.230
34 -0.10251859D+05 0.2279115 0.0000222 739.591 302.733 EM
289.665 668.012
35 -0.10251673D+05 0.1861852 0.0000182 739.513 302.377 EM
289.359 668.751
36 -0.10251521D+05 0.1523268 0.0000149 739.421 302.050 EM
289.082 669.447
37 -0.10251396D+05 0.1248266 0.0000122 739.318 301.751 EM
288.831 670.100
38 -0.10251294D+05 0.1024647 0.0000100 739.207 301.478 EM
288.605 670.710
39 -0.10251209D+05 0.0842566 0.0000082 739.089 301.230 EM
288.401 671.279
40 -0.10251140D+05 0.0694086 0.0000068 738.969 301.004 EM
288.218 671.809
41 -0.10251083D+05 0.0572813 0.0000056 738.847 300.800 EM
288.052 672.301
42 -0.10251035D+05 0.0473592 0.0000046 738.725 300.614 EM
287.904 672.757
43 -0.10250996D+05 0.0392274 0.0000038 738.604 300.446 EM
287.771 673.178
44 -0.10250964D+05 0.0325510 0.0000032 738.486 300.294 EM
287.652 673.568
45 -0.10250936D+05 0.0270600 0.0000026 738.371 300.157 EM
287.545 673.927
46 -0.10250914D+05 0.0225363 0.0000022 738.260 300.033 EM
287.448 674.258
47 -0.10250895D+05 0.0188034 0.0000018 738.154 299.921 EM
287.362 674.563
48 -0.10250879D+05 0.0157183 0.0000015 738.052 299.819 EM
287.285 674.844
49 -0.10250866D+05 0.0131648 0.0000013 737.956 299.728 EM
287.215 675.101
50 -0.10250855D+05 0.0110501 0.0000011 737.865 299.645 EM
287.153 675.338
51 -0.10250846D+05 0.0092946 0.0000009 737.778 299.570 EM
287.097 675.555
52 -0.10250838D+05 0.0078371 0.0000008 737.697 299.502 EM
287.047 675.754
53 -0.10250831D+05 0.0066261 0.0000006 737.621 299.441 EM
287.001 675.936
54 -0.10250826D+05 0.0056195 0.0000005 737.550 299.386 EM
286.961 676.103
55 -0.10250821D+05 0.0047827 0.0000005 737.484 299.336 EM
286.924 676.256
56 -0.10250817D+05 0.0040872 0.0000004 737.422 299.291 EM
286.891 676.396
57 -0.10250813D+05 0.0035093 0.0000003 737.365 299.250 EM
286.861 676.523
58 -0.10250810D+05 0.0030298 0.0000003 737.312 299.214 EM
286.834 676.640
59 -0.10250808D+05 0.0026324 0.0000003 737.263 299.180 EM
286.810 676.747
60 -0.10250805D+05 0.0023039 0.0000002 737.217 299.150 EM
286.788 676.844
61 -0.10250803D+05 0.0020331 0.0000002 737.176 299.123 EM
286.768 676.933
62 -0.10250802D+05 0.0018108 0.0000002 737.137 299.098 EM
286.750 677.014
63 -0.10250800D+05 0.0016293 0.0000002 737.102 299.076 EM
286.734 677.089
64 -0.10250798D+05 0.0014823 0.0000001 737.069 299.056 EM
286.719 677.156
65 -0.10250607D+05 0.1911819 0.0000187 736.015 300.189 QN
287.202 676.594
66 -0.10250577D+05 0.0305766 0.0000030 736.267 299.847 EM
287.071 676.815
67 -0.10250562D+05 0.0142964 0.0000014 736.425 299.617 EM
286.953 677.005
68 -0.10250553D+05 0.0098221 0.0000010 736.527 299.456 EM
286.849 677.168
69 -0.10250545D+05 0.0078898 0.0000008 736.596 299.341 EM
286.761 677.302
70 -0.10250538D+05 0.0067176 0.0000007 736.645 299.257 EM
286.687 677.411
71 -0.10250532D+05 0.0058680 0.0000006 736.682 299.195 EM
286.626 677.497
72 -0.10250527D+05 0.0052023 0.0000005 736.711 299.148 EM
286.576 677.565
73 -0.10250522D+05 0.0046618 0.0000005 736.733 299.113 EM
286.535 677.618
74 -0.10250518D+05 0.0042143 0.0000004 736.752 299.086 EM
286.501 677.660
75 -0.10250514D+05 0.0038388 0.0000004 736.768 299.066 EM
286.472 677.694
76 -0.10250511D+05 0.0035202 0.0000003 736.782 299.050 EM
286.448 677.721
77 -0.10250507D+05 0.0032471 0.0000003 736.794 299.037 EM
286.427 677.742
78 -0.10250504D+05 0.0030109 0.0000003 736.805 299.027 EM
286.409 677.759
79 -0.10250454D+05 0.0505599 0.0000049 737.142 298.884 QN
286.122 677.853
80 -0.10250454D+05 0.0001095 0.0000000 737.132 298.911 EM
286.085 677.871
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.15590515D+05 0.0000000 0.0000000 1215.351 163.317 EM
419.930 201.402
2 -0.11243492D+05 4347.0222496 0.2788248 1183.801 250.694 EM
263.300 302.205
3 -0.11155849D+05 87.6437275 0.0077951 1180.280 248.132 FS
269.029 302.559
4 -0.10753661D+05 402.1877146 0.0360517 1098.411 291.734 EM
297.885 311.970
5 -0.10641980D+05 111.6811828 0.0103854 1050.001 313.190 EM
315.279 321.530
6 -0.10583796D+05 58.1835208 0.0054674 1025.415 327.243 EM
322.619 324.723
7 -0.10552646D+05 31.1499386 0.0029432 1016.733 336.024 EM
323.277 323.966
8 -0.10535199D+05 17.4478471 0.0016534 1017.002 340.400 EM
321.097 321.502
9 -0.10524516D+05 10.6821486 0.0010139 1021.449 341.464 EM
318.341 318.746
10 -0.10517550D+05 6.9667631 0.0006620 1027.466 340.580 EM
315.705 316.249
11 -0.10512921D+05 4.6283847 0.0004401 1033.796 338.835 EM
313.268 314.101
12 -0.10509831D+05 3.0899640 0.0002939 1039.862 336.883 EM
311.004 312.250
13 -0.10507739D+05 2.0919814 0.0001990 1045.411 335.047 EM
308.901 310.640
14 -0.10506281D+05 1.4585538 0.0001388 1050.352 333.446 EM
306.971 309.231
15 -0.10505222D+05 1.0592136 0.0001008 1054.680 332.095 EM
305.228 307.997
16 -0.10504418D+05 0.8035463 0.0000765 1058.432 330.968 EM
303.679 306.920
17 -0.10503784D+05 0.6337117 0.0000603 1061.667 330.025 EM
302.322 305.986
18 -0.10503269D+05 0.5148852 0.0000490 1064.449 329.230 EM
301.142 305.179
19 -0.10502843D+05 0.4268764 0.0000406 1066.840 328.553 EM
300.122 304.484
20 -0.10502484D+05 0.3583506 0.0000341 1068.898 327.973 EM
299.243 303.886
21 -0.10502181D+05 0.3029651 0.0000288 1070.672 327.473 EM
298.483 303.372
22 -0.10501924D+05 0.2571492 0.0000245 1072.207 327.038 EM
297.825 302.929
23 -0.10501705D+05 0.2188018 0.0000208 1073.541 326.660 EM
297.253 302.546
24 -0.10501519D+05 0.1865748 0.0000178 1074.705 326.329 EM
296.752 302.213
25 -0.10501359D+05 0.1594945 0.0000152 1075.726 326.039 EM
296.313 301.922
26 -0.10501222D+05 0.1367783 0.0000130 1076.625 325.784 EM
295.924 301.667
27 -0.10501105D+05 0.1177557 0.0000112 1077.421 325.559 EM
295.579 301.441
28 -0.10501003D+05 0.1018393 0.0000097 1078.128 325.360 EM
295.272 301.240
29 -0.10500914D+05 0.0885163 0.0000084 1078.760 325.182 EM
294.996 301.061
30 -0.10500837D+05 0.0773455 0.0000074 1079.327 325.023 EM
294.749 300.901
31 -0.10500769D+05 0.0679528 0.0000065 1079.837 324.881 EM
294.526 300.756
32 -0.10500709D+05 0.0600263 0.0000057 1080.298 324.752 EM
294.324 300.625
33 -0.10500656D+05 0.0533082 0.0000051 1080.716 324.636 EM
294.141 300.507
34 -0.10500608D+05 0.0475874 0.0000045 1081.095 324.531 EM
293.975 300.399
35 -0.10500565D+05 0.0426917 0.0000041 1081.441 324.435 EM
293.823 300.302
36 -0.10500527D+05 0.0384811 0.0000037 1081.756 324.347 EM
293.684 300.213
37 -0.10500492D+05 0.0348412 0.0000033 1082.044 324.267 EM
293.558 300.131
38 -0.10500460D+05 0.0316792 0.0000030 1082.308 324.194 EM
293.442 300.057
39 -0.10500431D+05 0.0289188 0.0000028 1082.549 324.126 EM
293.335 299.989
40 -0.10500405D+05 0.0264976 0.0000025 1082.771 324.064 EM
293.238 299.927
41 -0.10500381D+05 0.0243643 0.0000023 1082.975 324.007 EM
293.148 299.870
42 -0.10500358D+05 0.0224764 0.0000021 1083.163 323.954 EM
293.065 299.818
43 -0.10500337D+05 0.0207985 0.0000020 1083.336 323.905 EM
292.989 299.770
44 -0.10500318D+05 0.0193011 0.0000018 1083.495 323.860 EM
292.919 299.726
45 -0.10500300D+05 0.0179596 0.0000017 1083.642 323.818 EM
292.854 299.685
46 -0.10500283D+05 0.0167534 0.0000016 1083.778 323.780 EM
292.794 299.648
47 -0.10500268D+05 0.0156647 0.0000015 1083.904 323.744 EM
292.739 299.614
48 -0.10500253D+05 0.0146789 0.0000014 1084.020 323.710 EM
292.688 299.582
49 -0.10500239D+05 0.0137834 0.0000013 1084.127 323.680 EM
292.640 299.553
50 -0.10500226D+05 0.0129674 0.0000012 1084.226 323.651 EM
292.597 299.526
51 -0.10500214D+05 0.0122216 0.0000012 1084.318 323.624 EM
292.556 299.502
52 -0.10500202D+05 0.0115381 0.0000011 1084.404 323.599 EM
292.518 299.479
53 -0.10500192D+05 0.0109100 0.0000010 1084.483 323.576 EM
292.484 299.458
54 -0.10500181D+05 0.0103314 0.0000010 1084.556 323.554 EM
292.451 299.438
55 -0.10500171D+05 0.0097971 0.0000009 1084.625 323.534 EM
292.421 299.420
56 -0.10500162D+05 0.0093026 0.0000009 1084.688 323.515 EM
292.393 299.403
57 -0.10500153D+05 0.0088439 0.0000008 1084.747 323.498 EM
292.367 299.388
58 -0.10500145D+05 0.0084176 0.0000008 1084.802 323.481 EM
292.343 299.374
59 -0.10500137D+05 0.0080206 0.0000008 1084.853 323.466 EM
292.321 299.360
60 -0.10500129D+05 0.0076502 0.0000007 1084.901 323.451 EM
292.300 299.348
61 -0.10500122D+05 0.0073040 0.0000007 1084.945 323.438 EM
292.281 299.337
62 -0.10500115D+05 0.0069799 0.0000007 1084.986 323.425 EM
292.263 299.326
63 -0.10500108D+05 0.0066761 0.0000006 1085.025 323.413 EM
292.246 299.316
64 -0.10500102D+05 0.0063908 0.0000006 1085.061 323.402 EM
292.230 299.307
65 -0.10500096D+05 0.0061224 0.0000006 1085.094 323.391 EM
292.215 299.299
66 -0.10500090D+05 0.0058698 0.0000006 1085.126 323.382 EM
292.202 299.291
67 -0.10500084D+05 0.0056316 0.0000005 1085.155 323.372 EM
292.189 299.283
68 -0.10499971D+05 0.1132811 0.0000108 1083.036 324.917 QN
293.326 298.722
69 -0.10499956D+05 0.0150164 0.0000014 1083.794 324.269 EM
292.903 299.034
70 -0.10499950D+05 0.0054336 0.0000005 1084.279 323.904 EM
292.619 299.198
71 -0.10499947D+05 0.0032388 0.0000003 1084.609 323.683 EM
292.433 299.275
72 -0.10499945D+05 0.0023536 0.0000002 1084.843 323.544 EM
292.311 299.303
73 -0.10499943D+05 0.0019208 0.0000002 1085.011 323.453 EM
292.230 299.306
74 -0.10499941D+05 0.0016677 0.0000002 1085.135 323.392 EM
292.176 299.297
75 -0.10499940D+05 0.0014961 0.0000001 1085.226 323.350 EM
292.140 299.283
76 -0.10499938D+05 0.0013672 0.0000001 1085.295 323.321 EM
292.115 299.269
77 -0.10499937D+05 0.0012637 0.0000001 1085.348 323.299 EM
292.097 299.256
78 -0.10499936D+05 0.0011772 0.0000001 1085.388 323.283 EM
292.085 299.244
79 -0.10499935D+05 0.0011030 0.0000001 1085.418 323.272 EM
292.077 299.233
80 -0.10499934D+05 0.0010381 0.0000001 1085.442 323.263 EM
292.070 299.225
81 -0.10499933D+05 0.0009808 0.0000001 1085.460 323.256 EM
292.066 299.218
Beginning Time: 04:20:45
Ending Time: 04:29:38
Elapsed Time: 00:08:53
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