Mplus VERSION 8.8
MUTHEN & MUTHEN
04/19/2022 11:13 PM
INPUT INSTRUCTIONS
TITLE: this is an example of a hidden Markov
model with four time points
DATA: FILE IS ex8.12.dat;
VARIABLE: NAMES ARE u1-u4 c1-c4;
USEV = u1-u4;
CATEGORICAL = u1-u4;
CLASSES = c1(2) c2(2) c3(2) c4(2);
ANALYSIS: TYPE = MIXTURE;
MODEL:
%OVERALL%
[c2#1-c4#1] (1);
c4 ON c3 (2);
c3 ON c2 (2);
c2 ON c1 (2);
MODEL c1:
%c1#1%
[u1$1] (3);
%c1#2%
[u1$1] (4);
MODEL c2:
%c2#1%
[u2$1] (3);
%c2#2%
[u2$1] (4);
MODEL c3:
%c3#1%
[u3$1] (3);
%c3#2%
[u3$1] (4);
MODEL c4:
%c4#1%
[u4$1] (3);
%c4#2%
[u4$1] (4);
OUTPUT: TECH1 TECH8;
INPUT READING TERMINATED NORMALLY
this is an example of a hidden Markov
model with four time points
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 5000
Number of dependent variables 4
Number of independent variables 0
Number of continuous latent variables 0
Number of categorical latent variables 4
Observed dependent variables
Binary and ordered categorical (ordinal)
U1 U2 U3 U4
Categorical latent variables
C1 C2 C3 C4
Estimator MLR
Information matrix OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
Maximum number of iterations 100
Convergence criterion 0.100D-05
Optimization Specifications for the EM Algorithm
Maximum number of iterations 500
Convergence criteria
Loglikelihood change 0.100D-03
Relative loglikelihood change 0.100D-05
Derivative 0.100D-03
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
Number of M step iterations 1
M step convergence criterion 0.100D-03
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-03
Basis for M step termination ITERATION
Maximum value for logit thresholds 15
Minimum value for logit thresholds -15
Minimum expected cell size for chi-square 0.100D-01
Optimization algorithm EMA
Random Starts Specifications
Number of initial stage random starts 20
Number of final stage optimizations 4
Number of initial stage iterations 10
Initial stage convergence criterion 0.100D+01
Random starts scale 0.500D+01
Random seed for generating random starts 0
Parameterization LOGIT
Link LOGIT
Input data file(s)
ex8.12.dat
Input data format FREE
UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES
U1
Category 1 0.490 2450.000
Category 2 0.510 2550.000
U2
Category 1 0.585 2926.000
Category 2 0.415 2074.000
U3
Category 1 0.616 3080.000
Category 2 0.384 1920.000
U4
Category 1 0.634 3171.000
Category 2 0.366 1829.000
RANDOM STARTS RESULTS RANKED FROM THE BEST TO THE WORST LOGLIKELIHOOD VALUES
Final stage loglikelihood values at local maxima, seeds, and initial stage start numbers:
-13427.811 253358 2
-13427.811 533738 11
-13427.812 68985 17
-13427.828 650371 14
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 5
Loglikelihood
H0 Value -13427.811
H0 Scaling Correction Factor 1.0508
for MLR
Information Criteria
Akaike (AIC) 26865.623
Bayesian (BIC) 26898.209
Sample-Size Adjusted BIC 26882.320
(n* = (n + 2) / 24)
Chi-Square Test of Model Fit for the Binary and Ordered Categorical
(Ordinal) Outcomes
Pearson Chi-Square
Value 10.297
Degrees of Freedom 10
P-Value 0.4148
Likelihood Ratio Chi-Square
Value 10.240
Degrees of Freedom 10
P-Value 0.4197
FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE
BASED ON THE ESTIMATED MODEL
Latent Class
Variable Class
C1 1 2638.31470 0.52766
2 2361.68530 0.47234
C2 1 1600.47437 0.32009
2 3399.52588 0.67991
C3 1 1154.12744 0.23083
2 3845.87256 0.76917
C4 1 962.16571 0.19243
2 4037.83447 0.80757
CLASSIFICATION QUALITY
Entropy 0.374
LATENT CLASS INDICATOR MEANS AND PROBABILITIES FOR EACH LATENT CLASS
MEAN/PROBABILITY PROFILES FOR C1
Latent class
1 2
U1
Category 1 0.288 0.718
Category 2 0.712 0.282
MEAN/PROBABILITY PROFILES FOR C2
Latent class
1 2
U2
Category 1 0.288 0.718
Category 2 0.712 0.282
MEAN/PROBABILITY PROFILES FOR C3
Latent class
1 2
U3
Category 1 0.288 0.718
Category 2 0.712 0.282
MEAN/PROBABILITY PROFILES FOR C4
Latent class
1 2
U4
Category 1 0.288 0.718
Category 2 0.712 0.282
LATENT TRANSITION PROBABILITIES BASED ON THE ESTIMATED MODEL
C1 Classes (Rows) by C2 Classes (Columns)
1 2
1 0.523 0.477
2 0.093 0.907
C2 Classes (Rows) by C3 Classes (Columns)
1 2
1 0.523 0.477
2 0.093 0.907
C3 Classes (Rows) by C4 Classes (Columns)
1 2
1 0.523 0.477
2 0.093 0.907
TRANSITION PROBABILITY ODDS
TRANSITION TABLE ODDS AND 95% CONFIDENCE INTERVALS FOR C1 TO C2
1.000(1.000,1.000) 0.911(0.581,1.429)
0.103(0.030,0.353) 1.000(1.000,1.000)
TRANSITION TABLE ODDS AND 95% CONFIDENCE INTERVALS FOR C2 TO C3
1.000(1.000,1.000) 0.911(0.581,1.429)
0.103(0.030,0.353) 1.000(1.000,1.000)
TRANSITION TABLE ODDS AND 95% CONFIDENCE INTERVALS FOR C3 TO C4
1.000(1.000,1.000) 0.911(0.581,1.429)
0.103(0.030,0.353) 1.000(1.000,1.000)
C-SPECIFIC CLASSIFICATION RESULTS
Classification Quality for C1
Entropy 0.163
Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)
1 2
1 0.724 0.276
2 0.297 0.703
Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)
1 2
1 0.741 0.259
2 0.315 0.685
Logits for the Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)
1 2
1 1.050 0.000
2 -0.775 0.000
Classification Quality for C2
Entropy 0.262
Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)
1 2
1 0.634 0.366
2 0.209 0.791
Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)
1 2
1 0.515 0.485
2 0.139 0.861
Logits for the Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)
1 2
1 0.061 0.000
2 -1.823 0.000
Classification Quality for C3
Entropy 0.362
Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)
1 2
1 0.599 0.401
2 0.175 0.825
Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)
1 2
1 0.343 0.657
2 0.069 0.931
Logits for the Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)
1 2
1 -0.649 0.000
2 -2.602 0.000
Classification Quality for C4
Entropy 0.402
Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)
1 2
1 0.555 0.445
2 0.163 0.837
Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)
1 2
1 0.220 0.780
2 0.042 0.958
Logits for the Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)
1 2
1 -1.264 0.000
2 -3.121 0.000
MODEL RESULTS
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Parameters for Class-specific Model Parts of C1
Latent Class C1#1
Thresholds
U1$1 -0.904 0.269 -3.354 0.001
Latent Class C1#2
Thresholds
U1$1 0.934 0.154 6.072 0.000
Parameters for Class-specific Model Parts of C2
Latent Class C2#1
Thresholds
U2$1 -0.904 0.269 -3.354 0.001
Latent Class C2#2
Thresholds
U2$1 0.934 0.154 6.072 0.000
Parameters for Class-specific Model Parts of C3
Latent Class C3#1
Thresholds
U3$1 -0.904 0.269 -3.354 0.001
Latent Class C3#2
Thresholds
U3$1 0.934 0.154 6.072 0.000
Parameters for Class-specific Model Parts of C4
Latent Class C4#1
Thresholds
U4$1 -0.904 0.269 -3.354 0.001
Latent Class C4#2
Thresholds
U4$1 0.934 0.154 6.072 0.000
Categorical Latent Variables
C4#1 ON
C3#1 2.369 0.653 3.625 0.000
C3#1 ON
C2#1 2.369 0.653 3.625 0.000
C2#1 ON
C1#1 2.369 0.653 3.625 0.000
Means
C1#1 0.111 0.360 0.307 0.759
C2#1 -2.276 0.630 -3.614 0.000
C3#1 -2.276 0.630 -3.614 0.000
C4#1 -2.276 0.630 -3.614 0.000
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.594E-03
(ratio of smallest to largest eigenvalue)
RESULTS IN PROBABILITY SCALE
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Results for Class-specific Model Parts of C1
Latent Class C1#1
U1
Category 1 0.288 0.055 5.215 0.000
Category 2 0.712 0.055 12.875 0.000
Latent Class C1#2
U1
Category 1 0.718 0.031 23.049 0.000
Category 2 0.282 0.031 9.062 0.000
Results for Class-specific Model Parts of C2
Latent Class C2#1
U2
Category 1 0.288 0.055 5.215 0.000
Category 2 0.712 0.055 12.875 0.000
Latent Class C2#2
U2
Category 1 0.718 0.031 23.049 0.000
Category 2 0.282 0.031 9.062 0.000
Results for Class-specific Model Parts of C3
Latent Class C3#1
U3
Category 1 0.288 0.055 5.215 0.000
Category 2 0.712 0.055 12.875 0.000
Latent Class C3#2
U3
Category 1 0.718 0.031 23.049 0.000
Category 2 0.282 0.031 9.062 0.000
Results for Class-specific Model Parts of C4
Latent Class C4#1
U4
Category 1 0.288 0.055 5.215 0.000
Category 2 0.712 0.055 12.875 0.000
Latent Class C4#2
U4
Category 1 0.718 0.031 23.049 0.000
Category 2 0.282 0.031 9.062 0.000
TECHNICAL 1 OUTPUT
PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 1 1
PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 1 2
PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 2 1
PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 2 2
PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 1 1
PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 1 2
PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 2 1
PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 2 2
PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 1 1
PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 1 2
PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 2 1
PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 2 2
PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 1 1
PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 1 2
PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 2 1
PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 2 2
PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART
TAU(U) FOR LATENT CLASS PATTERN 1 1 1 1
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
1 1 1 1
TAU(U) FOR LATENT CLASS PATTERN 1 1 1 2
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
1 1 1 2
TAU(U) FOR LATENT CLASS PATTERN 1 1 2 1
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
1 1 2 1
TAU(U) FOR LATENT CLASS PATTERN 1 1 2 2
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
1 1 2 2
TAU(U) FOR LATENT CLASS PATTERN 1 2 1 1
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
1 2 1 1
TAU(U) FOR LATENT CLASS PATTERN 1 2 1 2
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
1 2 1 2
TAU(U) FOR LATENT CLASS PATTERN 1 2 2 1
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
1 2 2 1
TAU(U) FOR LATENT CLASS PATTERN 1 2 2 2
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
1 2 2 2
TAU(U) FOR LATENT CLASS PATTERN 2 1 1 1
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
2 1 1 1
TAU(U) FOR LATENT CLASS PATTERN 2 1 1 2
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
2 1 1 2
TAU(U) FOR LATENT CLASS PATTERN 2 1 2 1
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
2 1 2 1
TAU(U) FOR LATENT CLASS PATTERN 2 1 2 2
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
2 1 2 2
TAU(U) FOR LATENT CLASS PATTERN 2 2 1 1
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
2 2 1 1
TAU(U) FOR LATENT CLASS PATTERN 2 2 1 2
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
2 2 1 2
TAU(U) FOR LATENT CLASS PATTERN 2 2 2 1
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
2 2 2 1
TAU(U) FOR LATENT CLASS PATTERN 2 2 2 2
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
2 2 2 2
PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART
ALPHA(C)
C1#1 C1#2 C2#1 C2#2 C3#1
________ ________ ________ ________ ________
3 0 4 0 4
ALPHA(C)
C3#2 C4#1 C4#2
________ ________ ________
0 4 0
BETA(C)
C3#1 C3#2
________ ________
C4#1 5 0
C4#2 0 0
BETA(C)
C2#1 C2#2
________ ________
C3#1 5 0
C3#2 0 0
BETA(C)
C1#1 C1#2
________ ________
C2#1 5 0
C2#2 0 0
STARTING VALUES FOR LATENT CLASS PATTERN 1 1 1 1
STARTING VALUES FOR LATENT CLASS PATTERN 1 1 1 2
STARTING VALUES FOR LATENT CLASS PATTERN 1 1 2 1
STARTING VALUES FOR LATENT CLASS PATTERN 1 1 2 2
STARTING VALUES FOR LATENT CLASS PATTERN 1 2 1 1
STARTING VALUES FOR LATENT CLASS PATTERN 1 2 1 2
STARTING VALUES FOR LATENT CLASS PATTERN 1 2 2 1
STARTING VALUES FOR LATENT CLASS PATTERN 1 2 2 2
STARTING VALUES FOR LATENT CLASS PATTERN 2 1 1 1
STARTING VALUES FOR LATENT CLASS PATTERN 2 1 1 2
STARTING VALUES FOR LATENT CLASS PATTERN 2 1 2 1
STARTING VALUES FOR LATENT CLASS PATTERN 2 1 2 2
STARTING VALUES FOR LATENT CLASS PATTERN 2 2 1 1
STARTING VALUES FOR LATENT CLASS PATTERN 2 2 1 2
STARTING VALUES FOR LATENT CLASS PATTERN 2 2 2 1
STARTING VALUES FOR LATENT CLASS PATTERN 2 2 2 2
STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART
TAU(U) FOR LATENT CLASS PATTERN 1 1 1 1
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
-0.043 -0.043 -0.043 -0.043
TAU(U) FOR LATENT CLASS PATTERN 1 1 1 2
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
-0.043 -0.043 -0.043 0.707
TAU(U) FOR LATENT CLASS PATTERN 1 1 2 1
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
-0.043 -0.043 0.707 -0.043
TAU(U) FOR LATENT CLASS PATTERN 1 1 2 2
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
-0.043 -0.043 0.707 0.707
TAU(U) FOR LATENT CLASS PATTERN 1 2 1 1
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
-0.043 0.707 -0.043 -0.043
TAU(U) FOR LATENT CLASS PATTERN 1 2 1 2
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
-0.043 0.707 -0.043 0.707
TAU(U) FOR LATENT CLASS PATTERN 1 2 2 1
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
-0.043 0.707 0.707 -0.043
TAU(U) FOR LATENT CLASS PATTERN 1 2 2 2
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
-0.043 0.707 0.707 0.707
TAU(U) FOR LATENT CLASS PATTERN 2 1 1 1
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
0.707 -0.043 -0.043 -0.043
TAU(U) FOR LATENT CLASS PATTERN 2 1 1 2
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
0.707 -0.043 -0.043 0.707
TAU(U) FOR LATENT CLASS PATTERN 2 1 2 1
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
0.707 -0.043 0.707 -0.043
TAU(U) FOR LATENT CLASS PATTERN 2 1 2 2
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
0.707 -0.043 0.707 0.707
TAU(U) FOR LATENT CLASS PATTERN 2 2 1 1
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
0.707 0.707 -0.043 -0.043
TAU(U) FOR LATENT CLASS PATTERN 2 2 1 2
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
0.707 0.707 -0.043 0.707
TAU(U) FOR LATENT CLASS PATTERN 2 2 2 1
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
0.707 0.707 0.707 -0.043
TAU(U) FOR LATENT CLASS PATTERN 2 2 2 2
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
0.707 0.707 0.707 0.707
STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART
ALPHA(C)
C1#1 C1#2 C2#1 C2#2 C3#1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
ALPHA(C)
C3#2 C4#1 C4#2
________ ________ ________
0.000 0.000 0.000
BETA(C)
C3#1 C3#2
________ ________
C4#1 0.000 0.000
C4#2 0.000 0.000
BETA(C)
C2#1 C2#2
________ ________
C3#1 0.000 0.000
C3#2 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
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.13597200D+05 0.0000000 0.0000000 EM
2 -0.13589459D+05 7.7411631 0.0005693 EM
3 -0.13582215D+05 7.2439679 0.0005331 EM
4 -0.13575044D+05 7.1708615 0.0005280 EM
5 -0.13567764D+05 7.2805674 0.0005363 EM
6 -0.13560266D+05 7.4974479 0.0005526 EM
7 -0.13552512D+05 7.7538964 0.0005718 EM
8 -0.13544524D+05 7.9880135 0.0005894 EM
9 -0.13536379D+05 8.1450155 0.0006014 EM
10 -0.13528198D+05 8.1810574 0.0006044 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.15937986D+05 0.0000000 0.0000000 EM
2 -0.13602740D+05 2335.2457193 0.1465208 EM
3 -0.13600000D+05 2.7393344 0.0002014 EM
4 -0.13597571D+05 2.4293101 0.0001786 EM
5 -0.13595317D+05 2.2538223 0.0001658 EM
6 -0.13593129D+05 2.1880578 0.0001609 EM
7 -0.13590914D+05 2.2152531 0.0001630 EM
8 -0.13588590D+05 2.3237918 0.0001710 EM
9 -0.13586085D+05 2.5051142 0.0001844 EM
10 -0.13583333D+05 2.7520572 0.0002026 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14175412D+05 0.0000000 0.0000000 EM
2 -0.13599451D+05 575.9614480 0.0406310 EM
3 -0.13513411D+05 86.0393128 0.0063267 EM
4 -0.13476854D+05 36.5573631 0.0027053 EM
5 -0.13458649D+05 18.2049086 0.0013508 EM
6 -0.13448928D+05 9.7214469 0.0007223 EM
7 -0.13443606D+05 5.3218308 0.0003957 EM
8 -0.13440682D+05 2.9241661 0.0002175 EM
9 -0.13439081D+05 1.6003604 0.0001191 EM
10 -0.13438209D+05 0.8718994 0.0000649 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14412118D+05 0.0000000 0.0000000 EM
2 -0.13539864D+05 872.2538481 0.0605223 EM
3 -0.13534743D+05 5.1215501 0.0003783 EM
4 -0.13529999D+05 4.7440757 0.0003505 EM
5 -0.13525615D+05 4.3835021 0.0003240 EM
6 -0.13521573D+05 4.0424977 0.0002989 EM
7 -0.13517848D+05 3.7250371 0.0002755 EM
8 -0.13514413D+05 3.4346803 0.0002541 EM
9 -0.13511239D+05 3.1737427 0.0002348 EM
10 -0.13508296D+05 2.9430037 0.0002178 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.13617593D+05 0.0000000 0.0000000 EM
2 -0.13529212D+05 88.3805718 0.0064902 EM
3 -0.13516661D+05 12.5507608 0.0009277 EM
4 -0.13506353D+05 10.3087353 0.0007627 EM
5 -0.13497836D+05 8.5163868 0.0006305 EM
6 -0.13490747D+05 7.0896791 0.0005252 EM
7 -0.13484778D+05 5.9685488 0.0004424 EM
8 -0.13479677D+05 5.1007205 0.0003783 EM
9 -0.13475240D+05 4.4372828 0.0003292 EM
10 -0.13471307D+05 3.9331830 0.0002919 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14851448D+05 0.0000000 0.0000000 EM
2 -0.13679532D+05 1171.9164172 0.0789092 EM
3 -0.13656599D+05 22.9328879 0.0016764 EM
4 -0.13640818D+05 15.7809946 0.0011556 EM
5 -0.13629476D+05 11.3421563 0.0008315 EM
6 -0.13621023D+05 8.4530490 0.0006202 EM
7 -0.13614509D+05 6.5138184 0.0004782 EM
8 -0.13609317D+05 5.1925475 0.0003814 EM
9 -0.13605021D+05 4.2954475 0.0003156 EM
10 -0.13601316D+05 3.7047742 0.0002723 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.38242881D+05 0.0000000 0.0000000 EM
2 -0.13542998D+05 ************ 0.6458688 EM
3 -0.13533040D+05 9.9579841 0.0007353 EM
4 -0.13522657D+05 10.3831501 0.0007672 EM
5 -0.13512166D+05 10.4905957 0.0007758 EM
6 -0.13501951D+05 10.2148148 0.0007560 EM
7 -0.13492388D+05 9.5631926 0.0007083 EM
8 -0.13483782D+05 8.6060338 0.0006378 EM
9 -0.13476321D+05 7.4613568 0.0005534 EM
10 -0.13470056D+05 6.2646950 0.0004649 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.15505645D+05 0.0000000 0.0000000 EM
2 -0.13500937D+05 2004.7086016 0.1292889 EM
3 -0.13450112D+05 50.8247349 0.0037645 EM
4 -0.13442163D+05 7.9489697 0.0005910 EM
5 -0.13440584D+05 1.5796442 0.0001175 EM
6 -0.13440258D+05 0.3254390 0.0000242 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.16494409D+05 0.0000000 0.0000000 EM
2 -0.13619763D+05 2874.6456501 0.1742800 EM
3 -0.13613381D+05 6.3825125 0.0004686 EM
4 -0.13608249D+05 5.1320707 0.0003770 EM
5 -0.13603940D+05 4.3085808 0.0003166 EM
6 -0.13600146D+05 3.7939680 0.0002789 EM
7 -0.13596630D+05 3.5161716 0.0002585 EM
8 -0.13593200D+05 3.4303888 0.0002523 EM
9 -0.13589691D+05 3.5083690 0.0002581 EM
10 -0.13585960D+05 3.7316416 0.0002746 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.26557599D+05 0.0000000 0.0000000 EM
2 -0.13545769D+05 ************ 0.4899475 EM
3 -0.13530717D+05 15.0515575 0.0011112 EM
4 -0.13519834D+05 10.8829396 0.0008043 EM
5 -0.13511288D+05 8.5460959 0.0006321 EM
6 -0.13504304D+05 6.9839807 0.0005169 EM
7 -0.13498378D+05 5.9262011 0.0004388 EM
8 -0.13493179D+05 5.1987863 0.0003851 EM
9 -0.13488491D+05 4.6883754 0.0003475 EM
10 -0.13484170D+05 4.3207568 0.0003203 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.19278593D+05 0.0000000 0.0000000 EM
2 -0.13552456D+05 5726.1376277 0.2970205 EM
3 -0.13546972D+05 5.4839780 0.0004046 EM
4 -0.13541603D+05 5.3692378 0.0003963 EM
5 -0.13536423D+05 5.1797576 0.0003825 EM
6 -0.13531504D+05 4.9193013 0.0003634 EM
7 -0.13526903D+05 4.6002934 0.0003400 EM
8 -0.13522662D+05 4.2411528 0.0003135 EM
9 -0.13518799D+05 3.8629660 0.0002857 EM
10 -0.13515313D+05 3.4862065 0.0002579 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.19600931D+05 0.0000000 0.0000000 EM
2 -0.13597622D+05 6003.3091467 0.3062767 EM
3 -0.13486791D+05 110.8312404 0.0081508 EM
4 -0.13456008D+05 30.7826461 0.0022824 EM
5 -0.13445333D+05 10.6748450 0.0007933 EM
6 -0.13440980D+05 4.3531535 0.0003238 EM
7 -0.13438957D+05 2.0233336 0.0001505 EM
8 -0.13437945D+05 1.0119466 0.0000753 EM
9 -0.13437421D+05 0.5236902 0.0000390 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.13579879D+05 0.0000000 0.0000000 EM
2 -0.13573997D+05 5.8824520 0.0004332 EM
3 -0.13568339D+05 5.6579641 0.0004168 EM
4 -0.13562506D+05 5.8329935 0.0004299 EM
5 -0.13556499D+05 6.0068587 0.0004429 EM
6 -0.13550363D+05 6.1355704 0.0004526 EM
7 -0.13544182D+05 6.1818303 0.0004562 EM
8 -0.13538063D+05 6.1186148 0.0004518 EM
9 -0.13532130D+05 5.9327112 0.0004382 EM
10 -0.13526504D+05 5.6267629 0.0004158 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14913691D+05 0.0000000 0.0000000 EM
2 -0.13793828D+05 1119.8638601 0.0750896 EM
3 -0.13641147D+05 152.6803199 0.0110687 EM
4 -0.13571736D+05 69.4108155 0.0050883 EM
5 -0.13532864D+05 38.8723888 0.0028642 EM
6 -0.13508271D+05 24.5925400 0.0018172 EM
7 -0.13491356D+05 16.9159111 0.0012523 EM
8 -0.13479008D+05 12.3474000 0.0009152 EM
9 -0.13469617D+05 9.3908876 0.0006967 EM
10 -0.13462281D+05 7.3366617 0.0005447 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.13971000D+05 0.0000000 0.0000000 EM
2 -0.13476358D+05 494.6425799 0.0354050 EM
3 -0.13444081D+05 32.2768081 0.0023951 EM
4 -0.13439462D+05 4.6191839 0.0003436 EM
5 -0.13438694D+05 0.7675570 0.0000571 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.13826808D+05 0.0000000 0.0000000 EM
2 -0.13504013D+05 322.7952259 0.0233456 EM
3 -0.13453938D+05 50.0756115 0.0037082 EM
4 -0.13443028D+05 10.9098159 0.0008109 EM
5 -0.13440126D+05 2.9018882 0.0002159 EM
6 -0.13439207D+05 0.9191365 0.0000684 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14592420D+05 0.0000000 0.0000000 EM
2 -0.13546445D+05 1045.9746776 0.0716793 EM
3 -0.13521046D+05 25.3988451 0.0018749 EM
4 -0.13501393D+05 19.6535086 0.0014535 EM
5 -0.13486335D+05 15.0582352 0.0011153 EM
6 -0.13474952D+05 11.3826184 0.0008440 EM
7 -0.13466405D+05 8.5475449 0.0006343 EM
8 -0.13459949D+05 6.4555027 0.0004794 EM
9 -0.13454979D+05 4.9698700 0.0003692 EM
10 -0.13451041D+05 3.9382122 0.0002927 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.19793046D+05 0.0000000 0.0000000 EM
2 -0.13565107D+05 6227.9387901 0.3146529 EM
3 -0.13514376D+05 50.7315398 0.0037399 EM
4 -0.13483935D+05 30.4404029 0.0022524 EM
5 -0.13464869D+05 19.0658299 0.0014140 EM
6 -0.13452942D+05 11.9273417 0.0008858 EM
7 -0.13445549D+05 7.3925369 0.0005495 EM
8 -0.13441011D+05 4.5385434 0.0003375 EM
9 -0.13438239D+05 2.7719531 0.0002062 EM
10 -0.13436543D+05 1.6960885 0.0001262 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.13562445D+05 0.0000000 0.0000000 EM
2 -0.13536152D+05 26.2927890 0.0019386 EM
3 -0.13516860D+05 19.2913530 0.0014252 EM
4 -0.13500039D+05 16.8210846 0.0012445 EM
5 -0.13485631D+05 14.4085256 0.0010673 EM
6 -0.13473606D+05 12.0245746 0.0008917 EM
7 -0.13463861D+05 9.7454470 0.0007233 EM
8 -0.13456184D+05 7.6771515 0.0005702 EM
9 -0.13450280D+05 5.9032389 0.0004387 EM
10 -0.13445820D+05 4.4607971 0.0003317 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.16070233D+05 0.0000000 0.0000000 EM
2 -0.13658110D+05 2412.1232741 0.1500988 EM
3 -0.13614075D+05 44.0340764 0.0032240 EM
4 -0.13584854D+05 29.2211928 0.0021464 EM
5 -0.13564006D+05 20.8483813 0.0015347 EM
6 -0.13548360D+05 15.6455595 0.0011535 EM
7 -0.13536170D+05 12.1904744 0.0008998 EM
8 -0.13526382D+05 9.7880233 0.0007231 EM
9 -0.13518317D+05 8.0644503 0.0005962 EM
10 -0.13511516D+05 6.8013340 0.0005031 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14539216D+05 0.0000000 0.0000000 EM
2 -0.13831012D+05 708.2041256 0.0487099 EM
3 -0.13726388D+05 104.6241014 0.0075645 EM
4 -0.13671260D+05 55.1277131 0.0040162 EM
5 -0.13636988D+05 34.2721212 0.0025069 EM
6 -0.13613241D+05 23.7472465 0.0017414 EM
7 -0.13595439D+05 17.8018368 0.0013077 EM
8 -0.13581281D+05 14.1584724 0.0010414 EM
9 -0.13569509D+05 11.7720246 0.0008668 EM
10 -0.13559397D+05 10.1116407 0.0007452 EM
FINAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17
10 -0.13436543D+05 1.6960885 0.0001262 EM
11 -0.13435494D+05 1.0486374 0.0000780 EM
12 -0.13434833D+05 0.6610927 0.0000492 EM
13 -0.13434405D+05 0.4285587 0.0000319 EM
14 -0.13434117D+05 0.2875141 0.0000214 EM
15 -0.13433917D+05 0.2003093 0.0000149 EM
16 -0.13433772D+05 0.1449525 0.0000108 EM
17 -0.13433663D+05 0.1086937 0.0000081 EM
18 -0.13433579D+05 0.0841404 0.0000063 EM
19 -0.13433512D+05 0.0669723 0.0000050 EM
20 -0.13433457D+05 0.0546230 0.0000041 EM
21 -0.13433412D+05 0.0455305 0.0000034 EM
22 -0.13433373D+05 0.0387140 0.0000029 EM
23 -0.13433340D+05 0.0335350 0.0000025 EM
24 -0.13433310D+05 0.0295625 0.0000022 EM
25 -0.13433284D+05 0.0264951 0.0000020 EM
26 -0.13433259D+05 0.0241156 0.0000018 EM
27 -0.13433237D+05 0.0222639 0.0000017 EM
28 -0.13433216D+05 0.0208196 0.0000015 EM
29 -0.13433197D+05 0.0196909 0.0000015 EM
30 -0.13433178D+05 0.0188074 0.0000014 EM
31 -0.13433160D+05 0.0181146 0.0000013 EM
32 -0.13433142D+05 0.0175703 0.0000013 EM
33 -0.13433125D+05 0.0171416 0.0000013 EM
34 -0.13433108D+05 0.0168029 0.0000013 EM
35 -0.13433092D+05 0.0165343 0.0000012 EM
36 -0.13433075D+05 0.0163202 0.0000012 EM
37 -0.13433059D+05 0.0161484 0.0000012 EM
38 -0.13433043D+05 0.0160095 0.0000012 EM
39 -0.13433027D+05 0.0158961 0.0000012 EM
40 -0.13433011D+05 0.0158025 0.0000012 EM
41 -0.13432996D+05 0.0157242 0.0000012 EM
42 -0.13432980D+05 0.0156577 0.0000012 EM
43 -0.13432965D+05 0.0156003 0.0000012 EM
44 -0.13432949D+05 0.0155499 0.0000012 EM
45 -0.13432933D+05 0.0155048 0.0000012 EM
46 -0.13432918D+05 0.0154638 0.0000012 EM
47 -0.13432903D+05 0.0154258 0.0000011 EM
48 -0.13432887D+05 0.0153902 0.0000011 EM
49 -0.13432872D+05 0.0153562 0.0000011 EM
50 -0.13432857D+05 0.0153234 0.0000011 EM
51 -0.13432841D+05 0.0152916 0.0000011 EM
52 -0.13432826D+05 0.0152603 0.0000011 EM
53 -0.13432811D+05 0.0152294 0.0000011 EM
54 -0.13432796D+05 0.0151987 0.0000011 EM
55 -0.13432780D+05 0.0151681 0.0000011 EM
56 -0.13432765D+05 0.0151375 0.0000011 EM
57 -0.13432750D+05 0.0151068 0.0000011 EM
58 -0.13432735D+05 0.0150759 0.0000011 EM
59 -0.13432720D+05 0.0150449 0.0000011 EM
60 -0.13432705D+05 0.0150137 0.0000011 EM
61 -0.13432690D+05 0.0149823 0.0000011 EM
62 -0.13432675D+05 0.0149506 0.0000011 EM
63 -0.13432660D+05 0.0149186 0.0000011 EM
64 -0.13432645D+05 0.0148864 0.0000011 EM
65 -0.13432630D+05 0.0148539 0.0000011 EM
66 -0.13432616D+05 0.0148212 0.0000011 EM
67 -0.13432601D+05 0.0147882 0.0000011 EM
68 -0.13432586D+05 0.0147549 0.0000011 EM
69 -0.13432571D+05 0.0147213 0.0000011 EM
70 -0.13432557D+05 0.0146875 0.0000011 EM
71 -0.13427812D+05 4.7449895 0.0003532 QN
72 -0.13427812D+05 0.0000757 0.0000000 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11
9 -0.13437421D+05 0.5236902 0.0000390 EM
10 -0.13437145D+05 0.2764889 0.0000206 EM
11 -0.13436995D+05 0.1494558 0.0000111 EM
12 -0.13436911D+05 0.0840815 0.0000063 EM
13 -0.13436861D+05 0.0505358 0.0000038 EM
14 -0.13436827D+05 0.0333894 0.0000025 EM
15 -0.13436803D+05 0.0246619 0.0000018 EM
16 -0.13436782D+05 0.0202427 0.0000015 EM
17 -0.13436764D+05 0.0180230 0.0000013 EM
18 -0.13436747D+05 0.0169249 0.0000013 EM
19 -0.13436731D+05 0.0163984 0.0000012 EM
20 -0.13436715D+05 0.0161631 0.0000012 EM
21 -0.13436699D+05 0.0160764 0.0000012 EM
22 -0.13436683D+05 0.0160655 0.0000012 EM
23 -0.13436667D+05 0.0160934 0.0000012 EM
24 -0.13436650D+05 0.0161411 0.0000012 EM
25 -0.13436634D+05 0.0161991 0.0000012 EM
26 -0.13436618D+05 0.0162624 0.0000012 EM
27 -0.13436602D+05 0.0163286 0.0000012 EM
28 -0.13436585D+05 0.0163964 0.0000012 EM
29 -0.13436569D+05 0.0164651 0.0000012 EM
30 -0.13436552D+05 0.0165344 0.0000012 EM
31 -0.13436536D+05 0.0166041 0.0000012 EM
32 -0.13436519D+05 0.0166742 0.0000012 EM
33 -0.13436502D+05 0.0167445 0.0000012 EM
34 -0.13436485D+05 0.0168152 0.0000013 EM
35 -0.13436469D+05 0.0168862 0.0000013 EM
36 -0.13436452D+05 0.0169574 0.0000013 EM
37 -0.13436435D+05 0.0170290 0.0000013 EM
38 -0.13436417D+05 0.0171008 0.0000013 EM
39 -0.13436400D+05 0.0171729 0.0000013 EM
40 -0.13436383D+05 0.0172452 0.0000013 EM
41 -0.13436366D+05 0.0173179 0.0000013 EM
42 -0.13436348D+05 0.0173908 0.0000013 EM
43 -0.13436331D+05 0.0174640 0.0000013 EM
44 -0.13436313D+05 0.0175375 0.0000013 EM
45 -0.13436296D+05 0.0176112 0.0000013 EM
46 -0.13436278D+05 0.0176852 0.0000013 EM
47 -0.13436260D+05 0.0177595 0.0000013 EM
48 -0.13436242D+05 0.0178340 0.0000013 EM
49 -0.13436225D+05 0.0179089 0.0000013 EM
50 -0.13436207D+05 0.0179839 0.0000013 EM
51 -0.13436189D+05 0.0180593 0.0000013 EM
52 -0.13436170D+05 0.0181349 0.0000013 EM
53 -0.13436152D+05 0.0182107 0.0000014 EM
54 -0.13436134D+05 0.0182868 0.0000014 EM
55 -0.13436116D+05 0.0183632 0.0000014 EM
56 -0.13436097D+05 0.0184398 0.0000014 EM
57 -0.13436079D+05 0.0185167 0.0000014 EM
58 -0.13436060D+05 0.0185938 0.0000014 EM
59 -0.13436041D+05 0.0186711 0.0000014 EM
60 -0.13436023D+05 0.0187487 0.0000014 EM
61 -0.13436004D+05 0.0188265 0.0000014 EM
62 -0.13435985D+05 0.0189046 0.0000014 EM
63 -0.13435966D+05 0.0189828 0.0000014 EM
64 -0.13435947D+05 0.0190613 0.0000014 EM
65 -0.13435928D+05 0.0191401 0.0000014 EM
66 -0.13435908D+05 0.0192190 0.0000014 EM
67 -0.13427811D+05 8.0969312 0.0006026 QN
68 -0.13427811D+05 0.0000143 0.0000000 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2
10 -0.13438209D+05 0.8718994 0.0000649 EM
11 -0.13437735D+05 0.4745904 0.0000353 EM
12 -0.13437475D+05 0.2599428 0.0000193 EM
13 -0.13437330D+05 0.1449283 0.0000108 EM
14 -0.13437246D+05 0.0836991 0.0000062 EM
15 -0.13437195D+05 0.0512639 0.0000038 EM
16 -0.13437161D+05 0.0341483 0.0000025 EM
17 -0.13437136D+05 0.0251482 0.0000019 EM
18 -0.13437115D+05 0.0204354 0.0000015 EM
19 -0.13437097D+05 0.0179838 0.0000013 EM
20 -0.13437081D+05 0.0167240 0.0000012 EM
21 -0.13437064D+05 0.0160922 0.0000012 EM
22 -0.13437049D+05 0.0157916 0.0000012 EM
23 -0.13437033D+05 0.0156657 0.0000012 EM
24 -0.13437017D+05 0.0156321 0.0000012 EM
25 -0.13437002D+05 0.0156474 0.0000012 EM
26 -0.13436986D+05 0.0156886 0.0000012 EM
27 -0.13436970D+05 0.0157437 0.0000012 EM
28 -0.13436955D+05 0.0158062 0.0000012 EM
29 -0.13436939D+05 0.0158727 0.0000012 EM
30 -0.13436923D+05 0.0159415 0.0000012 EM
31 -0.13436907D+05 0.0160116 0.0000012 EM
32 -0.13436891D+05 0.0160826 0.0000012 EM
33 -0.13436874D+05 0.0161541 0.0000012 EM
34 -0.13436858D+05 0.0162261 0.0000012 EM
35 -0.13436842D+05 0.0162984 0.0000012 EM
36 -0.13436826D+05 0.0163711 0.0000012 EM
37 -0.13436809D+05 0.0164441 0.0000012 EM
38 -0.13436793D+05 0.0165174 0.0000012 EM
39 -0.13436776D+05 0.0165909 0.0000012 EM
40 -0.13436759D+05 0.0166648 0.0000012 EM
41 -0.13436743D+05 0.0167390 0.0000012 EM
42 -0.13436726D+05 0.0168135 0.0000013 EM
43 -0.13436709D+05 0.0168883 0.0000013 EM
44 -0.13436692D+05 0.0169634 0.0000013 EM
45 -0.13436675D+05 0.0170387 0.0000013 EM
46 -0.13436658D+05 0.0171144 0.0000013 EM
47 -0.13436641D+05 0.0171903 0.0000013 EM
48 -0.13436623D+05 0.0172665 0.0000013 EM
49 -0.13436606D+05 0.0173431 0.0000013 EM
50 -0.13436589D+05 0.0174199 0.0000013 EM
51 -0.13436571D+05 0.0174969 0.0000013 EM
52 -0.13436553D+05 0.0175743 0.0000013 EM
53 -0.13436536D+05 0.0176519 0.0000013 EM
54 -0.13436518D+05 0.0177299 0.0000013 EM
55 -0.13436500D+05 0.0178080 0.0000013 EM
56 -0.13436482D+05 0.0178865 0.0000013 EM
57 -0.13436464D+05 0.0179652 0.0000013 EM
58 -0.13436446D+05 0.0180442 0.0000013 EM
59 -0.13436428D+05 0.0181235 0.0000013 EM
60 -0.13436410D+05 0.0182030 0.0000014 EM
61 -0.13436392D+05 0.0182827 0.0000014 EM
62 -0.13436373D+05 0.0183627 0.0000014 EM
63 -0.13436355D+05 0.0184430 0.0000014 EM
64 -0.13436336D+05 0.0185235 0.0000014 EM
65 -0.13436318D+05 0.0186042 0.0000014 EM
66 -0.13436299D+05 0.0186852 0.0000014 EM
67 -0.13436280D+05 0.0187664 0.0000014 EM
68 -0.13436262D+05 0.0188479 0.0000014 EM
69 -0.13427811D+05 8.4502382 0.0006289 QN
70 -0.13427811D+05 0.0000009 0.0000000 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14
5 -0.13438694D+05 0.7675570 0.0000571 EM
6 -0.13438524D+05 0.1706935 0.0000127 EM
7 -0.13438471D+05 0.0528828 0.0000039 EM
8 -0.13438448D+05 0.0222610 0.0000017 EM
9 -0.13438436D+05 0.0126984 0.0000009 EM
10 -0.13438426D+05 0.0094512 0.0000007 EM
11 -0.13438418D+05 0.0083183 0.0000006 EM
12 -0.13438410D+05 0.0079264 0.0000006 EM
13 -0.13438402D+05 0.0077988 0.0000006 EM
14 -0.13438395D+05 0.0077665 0.0000006 EM
15 -0.13438387D+05 0.0077687 0.0000006 EM
16 -0.13438379D+05 0.0077835 0.0000006 EM
17 -0.13438371D+05 0.0078030 0.0000006 EM
18 -0.13438363D+05 0.0078242 0.0000006 EM
19 -0.13438356D+05 0.0078461 0.0000006 EM
20 -0.13438348D+05 0.0078684 0.0000006 EM
21 -0.13438340D+05 0.0078908 0.0000006 EM
22 -0.13438332D+05 0.0079134 0.0000006 EM
23 -0.13438324D+05 0.0079360 0.0000006 EM
24 -0.13438316D+05 0.0079587 0.0000006 EM
25 -0.13438308D+05 0.0079816 0.0000006 EM
26 -0.13438300D+05 0.0080045 0.0000006 EM
27 -0.13438292D+05 0.0080275 0.0000006 EM
28 -0.13438284D+05 0.0080506 0.0000006 EM
29 -0.13438276D+05 0.0080737 0.0000006 EM
30 -0.13438268D+05 0.0080970 0.0000006 EM
31 -0.13438260D+05 0.0081203 0.0000006 EM
32 -0.13438251D+05 0.0081438 0.0000006 EM
33 -0.13438243D+05 0.0081673 0.0000006 EM
34 -0.13438235D+05 0.0081909 0.0000006 EM
35 -0.13438227D+05 0.0082146 0.0000006 EM
36 -0.13438219D+05 0.0082384 0.0000006 EM
37 -0.13438210D+05 0.0082623 0.0000006 EM
38 -0.13438202D+05 0.0082862 0.0000006 EM
39 -0.13438194D+05 0.0083103 0.0000006 EM
40 -0.13438185D+05 0.0083344 0.0000006 EM
41 -0.13438177D+05 0.0083587 0.0000006 EM
42 -0.13438169D+05 0.0083830 0.0000006 EM
43 -0.13438160D+05 0.0084074 0.0000006 EM
44 -0.13438152D+05 0.0084319 0.0000006 EM
45 -0.13438143D+05 0.0084566 0.0000006 EM
46 -0.13438135D+05 0.0084812 0.0000006 EM
47 -0.13438126D+05 0.0085060 0.0000006 EM
48 -0.13438118D+05 0.0085309 0.0000006 EM
49 -0.13438109D+05 0.0085559 0.0000006 EM
50 -0.13438101D+05 0.0085810 0.0000006 EM
51 -0.13438092D+05 0.0086061 0.0000006 EM
52 -0.13438084D+05 0.0086314 0.0000006 EM
53 -0.13438075D+05 0.0086568 0.0000006 EM
54 -0.13438066D+05 0.0086822 0.0000006 EM
55 -0.13438057D+05 0.0087078 0.0000006 EM
56 -0.13438049D+05 0.0087334 0.0000006 EM
57 -0.13438040D+05 0.0087591 0.0000007 EM
58 -0.13438031D+05 0.0087850 0.0000007 EM
59 -0.13438022D+05 0.0088109 0.0000007 EM
60 -0.13438014D+05 0.0088369 0.0000007 EM
61 -0.13438005D+05 0.0088631 0.0000007 EM
62 -0.13427828D+05 10.1768297 0.0007573 QN
63 -0.13427828D+05 0.0001632 0.0000000 EM
64 -0.13427828D+05 0.0000764 0.0000000 EM
Beginning Time: 23:13:27
Ending Time: 23:13:28
Elapsed Time: 00:00:01
MUTHEN & MUTHEN
3463 Stoner Ave.
Los Angeles, CA 90066
Tel: (310) 391-9971
Fax: (310) 391-8971
Web: www.StatModel.com
Support: Support@StatModel.com
Copyright (c) 1998-2022 Muthen & Muthen
Back to examples