Mplus VERSION 8.8
MUTHEN & MUTHEN
04/19/2022 11:12 PM
INPUT INSTRUCTIONS
TITLE: this is an example of a LCA with binary latent class indicators and
parameter constraints
DATA: FILE IS ex7.13.dat;
VARIABLE: NAMES ARE u1-u4;
CLASSES = c (2);
CATEGORICAL = u1-u4;
ANALYSIS: TYPE = MIXTURE;
MODEL:
%OVERALL%
%c#1%
[u1$1*-1];
[u2$1-u3$1*-1] (1);
[u4$1*-1] (p1);
%c#2%
[u1$1@-15];
[u2$1-u3$1*1] (2);
[u4$1*1] (p2);
MODEL CONSTRAINT:
p2 = - p1;
OUTPUT: TECH1 TECH8;
INPUT READING TERMINATED NORMALLY
this is an example of a LCA with binary latent class indicators and
parameter constraints
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 1000
Number of dependent variables 4
Number of independent variables 0
Number of continuous latent variables 0
Number of categorical latent variables 1
Observed dependent variables
Binary and ordered categorical (ordinal)
U1 U2 U3 U4
Categorical latent variables
C
Estimator MLR
Information matrix OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
Maximum number of iterations 100
Convergence criterion 0.100D-05
Optimization Specifications for the EM Algorithm
Maximum number of iterations 500
Convergence criteria
Loglikelihood change 0.100D-06
Relative loglikelihood change 0.100D-06
Derivative 0.100D-05
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
Number of M step iterations 1
M step convergence criterion 0.100D-05
Basis for M step termination ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
Number of M step iterations 1
M step convergence criterion 0.100D-05
Basis for M step termination ITERATION
Maximum value for logit thresholds 15
Minimum value for logit thresholds -15
Minimum expected cell size for chi-square 0.100D-01
Optimization algorithm EMA
Random Starts Specifications
Number of initial stage random starts 20
Number of final stage optimizations 4
Number of initial stage iterations 10
Initial stage convergence criterion 0.100D+01
Random starts scale 0.500D+01
Random seed for generating random starts 0
Link LOGIT
Input data file(s)
ex7.13.dat
Input data format FREE
UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES
U1
Category 1 0.093 93.000
Category 2 0.907 907.000
U2
Category 1 0.598 598.000
Category 2 0.402 402.000
U3
Category 1 0.608 608.000
Category 2 0.392 392.000
U4
Category 1 0.632 632.000
Category 2 0.368 368.000
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:
-2208.165 285380 1
-2208.165 127215 9
-2208.165 939021 8
-2208.165 195873 6
THE BEST LOGLIKELIHOOD VALUE HAS BEEN REPLICATED. RERUN WITH AT LEAST TWICE THE
RANDOM STARTS TO CHECK THAT THE BEST LOGLIKELIHOOD IS STILL OBTAINED AND REPLICATED.
THE MODEL ESTIMATION TERMINATED NORMALLY
MODEL FIT INFORMATION
Number of Free Parameters 5
Loglikelihood
H0 Value -2208.165
H0 Scaling Correction Factor 1.0287
for MLR
Information Criteria
Akaike (AIC) 4426.329
Bayesian (BIC) 4450.868
Sample-Size Adjusted BIC 4434.988
(n* = (n + 2) / 24)
Chi-Square Test of Model Fit for the Binary and Ordered Categorical
(Ordinal) Outcomes
Pearson Chi-Square
Value 18.173
Degrees of Freedom 10
P-Value 0.0521
Likelihood Ratio Chi-Square
Value 18.994
Degrees of Freedom 10
P-Value 0.0403
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THE ESTIMATED MODEL
Latent
Classes
1 247.83182 0.24783
2 752.16818 0.75217
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON ESTIMATED POSTERIOR PROBABILITIES
Latent
Classes
1 247.83181 0.24783
2 752.16819 0.75217
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP
Class Counts and Proportions
Latent
Classes
1 176 0.17600
2 824 0.82400
CLASSIFICATION QUALITY
Entropy 0.636
Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)
1 2
1 0.912 0.088
2 0.106 0.894
Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)
1 2
1 0.648 0.352
2 0.021 0.979
Logits for the Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)
1 2
1 0.609 0.000
2 -3.862 0.000
MODEL RESULTS
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
Thresholds
U1$1 -0.510 0.175 -2.913 0.004
U2$1 -1.124 0.157 -7.147 0.000
U3$1 -1.124 0.157 -7.147 0.000
U4$1 -1.063 0.099 -10.760 0.000
Latent Class 2
Thresholds
U1$1 -15.000 0.000 999.000 999.000
U2$1 0.949 0.078 12.213 0.000
U3$1 0.949 0.078 12.213 0.000
U4$1 1.063 0.099 10.760 0.000
Categorical Latent Variables
Means
C#1 -1.110 0.123 -8.996 0.000
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.377E-02
(ratio of smallest to largest eigenvalue)
RESULTS IN PROBABILITY SCALE
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
U1
Category 1 0.375 0.041 9.148 0.000
Category 2 0.625 0.041 15.231 0.000
U2
Category 1 0.245 0.029 8.429 0.000
Category 2 0.755 0.029 25.927 0.000
U3
Category 1 0.245 0.029 8.429 0.000
Category 2 0.755 0.029 25.927 0.000
U4
Category 1 0.257 0.019 13.614 0.000
Category 2 0.743 0.019 39.424 0.000
Latent Class 2
U1
Category 1 0.000 0.000 0.000 1.000
Category 2 1.000 0.000 0.000 1.000
U2
Category 1 0.721 0.016 46.119 0.000
Category 2 0.279 0.016 17.860 0.000
U3
Category 1 0.721 0.016 46.119 0.000
Category 2 0.279 0.016 17.860 0.000
U4
Category 1 0.743 0.019 39.424 0.000
Category 2 0.257 0.019 13.614 0.000
LATENT CLASS INDICATOR ODDS RATIOS FOR THE LATENT CLASSES
95% C.I.
Estimate S.E. Lower 2.5% Upper 2.5%
Latent Class 1 Compared to Latent Class 2
U1
Category > 1 0.000 0.000 0.000 0.000
U2
Category > 1 7.943 1.413 5.605 11.257
U3
Category > 1 7.943 1.413 5.605 11.257
U4
Category > 1 8.386 1.657 5.693 12.353
TECHNICAL 1 OUTPUT
PARAMETER SPECIFICATION FOR LATENT CLASS 1
PARAMETER SPECIFICATION FOR LATENT CLASS 2
PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART
TAU(U) FOR LATENT CLASS 1
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
1 2 2 3
TAU(U) FOR LATENT CLASS 2
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
0 4 4 5
PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART
ALPHA(C)
C#1 C#2
________ ________
6 0
STARTING VALUES FOR LATENT CLASS 1
STARTING VALUES FOR LATENT CLASS 2
STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART
TAU(U) FOR LATENT CLASS 1
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
-1.000 -1.000 -1.000 -1.000
TAU(U) FOR LATENT CLASS 2
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
-15.000 1.000 1.000 1.000
STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART
ALPHA(C)
C#1 C#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 -0.22700876D+04 0.0000000 0.0000000 EM
2 -0.22237762D+04 46.3114487 0.0204007 EM
3 -0.22176710D+04 6.1051444 0.0027454 EM
4 -0.22138377D+04 3.8333460 0.0017285 EM
5 -0.22115488D+04 2.2889103 0.0010339 EM
6 -0.22102061D+04 1.3426358 0.0006071 EM
7 -0.22094127D+04 0.7934447 0.0003590 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.25915952D+04 0.0000000 0.0000000 EM
2 -0.23010009D+04 290.5943627 0.1121295 EM
3 -0.22553886D+04 45.6122189 0.0198228 EM
4 -0.22259916D+04 29.3970242 0.0130341 EM
5 -0.22138395D+04 12.1520665 0.0054592 EM
6 -0.22102783D+04 3.5612121 0.0016086 EM
7 -0.22092239D+04 1.0543988 0.0004770 EM
8 -0.22087852D+04 0.4386864 0.0001986 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.29371911D+04 0.0000000 0.0000000 EM
2 -0.23410530D+04 596.1381380 0.2029620 EM
3 -0.22275067D+04 113.5462753 0.0485022 EM
4 -0.22232749D+04 4.2317641 0.0018998 EM
5 -0.22202348D+04 3.0401298 0.0013674 EM
6 -0.22173591D+04 2.8757360 0.0012952 EM
7 -0.22148371D+04 2.5219885 0.0011374 EM
8 -0.22128097D+04 2.0274362 0.0009154 EM
9 -0.22112972D+04 1.5124828 0.0006835 EM
10 -0.22102308D+04 1.0663331 0.0004822 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.24012901D+04 0.0000000 0.0000000 EM
2 -0.22248566D+04 176.4335119 0.0734745 EM
3 -0.22186886D+04 6.1680262 0.0027723 EM
4 -0.22159553D+04 2.7332468 0.0012319 EM
5 -0.22136825D+04 2.2728764 0.0010257 EM
6 -0.22119339D+04 1.7485289 0.0007899 EM
7 -0.22106729D+04 1.2610821 0.0005701 EM
8 -0.22098044D+04 0.8684162 0.0003928 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.24934514D+04 0.0000000 0.0000000 EM
2 -0.22348715D+04 258.5798908 0.1037036 EM
3 -0.22129755D+04 21.8960300 0.0097974 EM
4 -0.22102808D+04 2.6946682 0.0012177 EM
5 -0.22094014D+04 0.8794067 0.0003979 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.31408122D+04 0.0000000 0.0000000 EM
2 -0.23955886D+04 745.2235577 0.2372710 EM
3 -0.23575541D+04 38.0345232 0.0158769 EM
4 -0.23422758D+04 15.2783082 0.0064806 EM
5 -0.23336468D+04 8.6289478 0.0036840 EM
6 -0.23282978D+04 5.3490166 0.0022921 EM
7 -0.23247511D+04 3.5467345 0.0015233 EM
8 -0.23222166D+04 2.5344786 0.0010902 EM
9 -0.23202544D+04 1.9622149 0.0008450 EM
10 -0.23186221D+04 1.6323073 0.0007035 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.37539087D+04 0.0000000 0.0000000 EM
2 -0.23256333D+04 1428.2754398 0.3804769 EM
3 -0.22172404D+04 108.3928927 0.0466079 EM
4 -0.22089214D+04 8.3190008 0.0037520 EM
5 -0.22083590D+04 0.5623666 0.0002546 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.30850730D+04 0.0000000 0.0000000 EM
2 -0.22412305D+04 843.8424396 0.2735243 EM
3 -0.22119328D+04 29.2977345 0.0130722 EM
4 -0.22098479D+04 2.0848726 0.0009426 EM
5 -0.22091433D+04 0.7046425 0.0003189 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.24949585D+04 0.0000000 0.0000000 EM
2 -0.23127690D+04 182.1895043 0.0730231 EM
3 -0.22086442D+04 104.1247936 0.0450217 EM
4 -0.22082353D+04 0.4088493 0.0001851 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.35532418D+04 0.0000000 0.0000000 EM
2 -0.24804227D+04 1072.8191053 0.3019269 EM
3 -0.22905250D+04 189.8976386 0.0765586 EM
4 -0.22101226D+04 80.4024449 0.0351022 EM
5 -0.22087671D+04 1.3554524 0.0006133 EM
6 -0.22084513D+04 0.3158522 0.0001430 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.27374675D+04 0.0000000 0.0000000 EM
2 -0.22861237D+04 451.3437650 0.1648764 EM
3 -0.22388013D+04 47.3224298 0.0206999 EM
4 -0.22190934D+04 19.7079087 0.0088029 EM
5 -0.22121476D+04 6.9457615 0.0031300 EM
6 -0.22098551D+04 2.2925277 0.0010363 EM
7 -0.22090306D+04 0.8244532 0.0003731 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.24431783D+04 0.0000000 0.0000000 EM
2 -0.23050780D+04 138.1002794 0.0565248 EM
3 -0.22926374D+04 12.4406899 0.0053971 EM
4 -0.22852111D+04 7.4262249 0.0032392 EM
5 -0.22784964D+04 6.7147046 0.0029383 EM
6 -0.22710683D+04 7.4280794 0.0032601 EM
7 -0.22622759D+04 8.7924890 0.0038715 EM
8 -0.22521285D+04 10.1473233 0.0044854 EM
9 -0.22413718D+04 10.7567552 0.0047763 EM
10 -0.22312788D+04 10.0929664 0.0045030 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.28689710D+04 0.0000000 0.0000000 EM
2 -0.23894649D+04 479.5061036 0.1671352 EM
3 -0.23533645D+04 36.1003469 0.0151081 EM
4 -0.23401685D+04 13.1960140 0.0056073 EM
5 -0.23216079D+04 18.5606441 0.0079313 EM
6 -0.22953709D+04 26.2369816 0.0113012 EM
7 -0.22649362D+04 30.4346528 0.0132591 EM
8 -0.22396779D+04 25.2583910 0.0111519 EM
9 -0.22246076D+04 15.0702233 0.0067287 EM
10 -0.22170357D+04 7.5719184 0.0034037 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.51268408D+04 0.0000000 0.0000000 EM
2 -0.23450057D+04 2781.8351350 0.5426022 EM
3 -0.23238630D+04 21.1426913 0.0090161 EM
4 -0.23173724D+04 6.4906215 0.0027930 EM
5 -0.23140290D+04 3.3433450 0.0014427 EM
6 -0.23116578D+04 2.3712525 0.0010247 EM
7 -0.23097141D+04 1.9436907 0.0008408 EM
8 -0.23080471D+04 1.6670174 0.0007217 EM
9 -0.23065979D+04 1.4491345 0.0006279 EM
10 -0.23053297D+04 1.2682386 0.0005498 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.33670183D+04 0.0000000 0.0000000 EM
2 -0.22373733D+04 1129.6449339 0.3355031 EM
3 -0.22355227D+04 1.8506635 0.0008272 EM
4 -0.22347149D+04 0.8077121 0.0003613 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.24379128D+04 0.0000000 0.0000000 EM
2 -0.22679669D+04 169.9458991 0.0697096 EM
3 -0.22528726D+04 15.0942690 0.0066554 EM
4 -0.22428563D+04 10.0163375 0.0044460 EM
5 -0.22346826D+04 8.1737138 0.0036443 EM
6 -0.22276742D+04 7.0083858 0.0031362 EM
7 -0.22217821D+04 5.8921331 0.0026450 EM
8 -0.22171377D+04 4.6443415 0.0020904 EM
9 -0.22137828D+04 3.3549200 0.0015132 EM
10 -0.22115610D+04 2.2217858 0.0010036 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.30363715D+04 0.0000000 0.0000000 EM
2 -0.23264064D+04 709.9651044 0.2338202 EM
3 -0.22696332D+04 56.7731776 0.0244038 EM
4 -0.22536696D+04 15.9635914 0.0070336 EM
5 -0.22409256D+04 12.7440368 0.0056548 EM
6 -0.22304047D+04 10.5209371 0.0046949 EM
7 -0.22222693D+04 8.1353243 0.0036475 EM
8 -0.22166451D+04 5.6241997 0.0025308 EM
9 -0.22131311D+04 3.5140726 0.0015853 EM
10 -0.22110724D+04 2.0586413 0.0009302 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.49109467D+04 0.0000000 0.0000000 EM
2 -0.24236271D+04 2487.3196344 0.5064848 EM
3 -0.23677693D+04 55.8577209 0.0230472 EM
4 -0.23534278D+04 14.3415120 0.0060570 EM
5 -0.23454512D+04 7.9766626 0.0033894 EM
6 -0.23394119D+04 6.0392242 0.0025749 EM
7 -0.23343871D+04 5.0248696 0.0021479 EM
8 -0.23302510D+04 4.1360283 0.0017718 EM
9 -0.23269980D+04 3.2530344 0.0013960 EM
10 -0.23245330D+04 2.4650479 0.0010593 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.40899497D+04 0.0000000 0.0000000 EM
2 -0.29906288D+04 1099.3209458 0.2687859 EM
3 -0.23384990D+04 652.1298024 0.2180578 EM
4 -0.23313409D+04 7.1580892 0.0030610 EM
5 -0.23266154D+04 4.7254724 0.0020269 EM
6 -0.23234825D+04 3.1329707 0.0013466 EM
7 -0.23213647D+04 2.1177820 0.0009115 EM
8 -0.23198171D+04 1.5475557 0.0006667 EM
9 -0.23185600D+04 1.2571400 0.0005419 EM
10 -0.23174457D+04 1.1142497 0.0004806 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.29512291D+04 0.0000000 0.0000000 EM
2 -0.22782658D+04 672.9632747 0.2280281 EM
3 -0.22522404D+04 26.0254356 0.0114234 EM
4 -0.22393067D+04 12.9336451 0.0057426 EM
5 -0.22290749D+04 10.2317957 0.0045692 EM
6 -0.22212694D+04 7.8055355 0.0035017 EM
7 -0.22159469D+04 5.3224521 0.0023961 EM
8 -0.22126687D+04 3.2782683 0.0014794 EM
9 -0.22107758D+04 1.8928748 0.0008555 EM
10 -0.22097059D+04 1.0699312 0.0004840 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.33806708D+04 0.0000000 0.0000000 EM
2 -0.24218812D+04 958.7895644 0.2836093 EM
3 -0.23445251D+04 77.3561437 0.0319405 EM
4 -0.23284832D+04 16.0418297 0.0068423 EM
5 -0.23104986D+04 17.9846279 0.0077238 EM
6 -0.22886953D+04 21.8033432 0.0094366 EM
7 -0.22662524D+04 22.4428350 0.0098060 EM
8 -0.22476198D+04 18.6326123 0.0082218 EM
9 -0.22339966D+04 13.6232526 0.0060612 EM
10 -0.22243973D+04 9.5992729 0.0042969 EM
FINAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8
4 -0.22082353D+04 0.4088493 0.0001851 EM
5 -0.22081862D+04 0.0491693 0.0000223 EM
6 -0.22081725D+04 0.0137014 0.0000062 EM
7 -0.22081681D+04 0.0043933 0.0000020 EM
8 -0.22081664D+04 0.0016718 0.0000008 EM
9 -0.22081657D+04 0.0007624 0.0000003 EM
10 -0.22081652D+04 0.0004022 0.0000002 EM
11 -0.22081650D+04 0.0002323 0.0000001 EM
12 -0.22081649D+04 0.0001406 0.0000001 EM
13 -0.22081648D+04 0.0000870 0.0000000 EM
14 -0.22081647D+04 0.0000544 0.0000000 EM
15 -0.22081647D+04 0.0000342 0.0000000 EM
16 -0.22081647D+04 0.0000215 0.0000000 EM
17 -0.22081647D+04 0.0000135 0.0000000 EM
18 -0.22081647D+04 0.0000085 0.0000000 EM
19 -0.22081647D+04 0.0000054 0.0000000 EM
20 -0.22081646D+04 0.0000034 0.0000000 EM
21 -0.22081646D+04 0.0000021 0.0000000 EM
22 -0.22081646D+04 0.0000013 0.0000000 EM
23 -0.22081646D+04 0.0000008 0.0000000 EM
24 -0.22081646D+04 0.0000005 0.0000000 EM
25 -0.22081646D+04 0.0000003 0.0000000 EM
26 -0.22081646D+04 0.0000002 0.0000000 EM
27 -0.22081646D+04 0.0000001 0.0000000 EM
28 -0.22081646D+04 0.0000001 0.0000000 EM
29 -0.22081646D+04 0.0000001 0.0000000 EM
30 -0.22081646D+04 0.0000000 0.0000000 EM
31 -0.22081646D+04 0.0000000 0.0000000 EM
32 -0.22081646D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6
5 -0.22083590D+04 0.5623666 0.0002546 EM
6 -0.22082178D+04 0.1412609 0.0000640 EM
7 -0.22081800D+04 0.0377899 0.0000171 EM
8 -0.22081694D+04 0.0105643 0.0000048 EM
9 -0.22081663D+04 0.0031044 0.0000014 EM
10 -0.22081653D+04 0.0009867 0.0000004 EM
11 -0.22081650D+04 0.0003551 0.0000002 EM
12 -0.22081648D+04 0.0001502 0.0000001 EM
13 -0.22081647D+04 0.0000744 0.0000000 EM
14 -0.22081647D+04 0.0000412 0.0000000 EM
15 -0.22081647D+04 0.0000244 0.0000000 EM
16 -0.22081647D+04 0.0000150 0.0000000 EM
17 -0.22081647D+04 0.0000093 0.0000000 EM
18 -0.22081647D+04 0.0000058 0.0000000 EM
19 -0.22081646D+04 0.0000037 0.0000000 EM
20 -0.22081646D+04 0.0000023 0.0000000 EM
21 -0.22081646D+04 0.0000015 0.0000000 EM
22 -0.22081646D+04 0.0000009 0.0000000 EM
23 -0.22081646D+04 0.0000006 0.0000000 EM
24 -0.22081646D+04 0.0000004 0.0000000 EM
25 -0.22081646D+04 0.0000002 0.0000000 EM
26 -0.22081646D+04 0.0000001 0.0000000 EM
27 -0.22081646D+04 0.0000001 0.0000000 EM
28 -0.22081646D+04 0.0000001 0.0000000 EM
29 -0.22081646D+04 0.0000000 0.0000000 EM
30 -0.22081646D+04 0.0000000 0.0000000 EM
31 -0.22081646D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9
6 -0.22084513D+04 0.3158522 0.0001430 EM
7 -0.22083255D+04 0.1257686 0.0000569 EM
8 -0.22082611D+04 0.0644053 0.0000292 EM
9 -0.22082241D+04 0.0370544 0.0000168 EM
10 -0.22082017D+04 0.0223977 0.0000101 EM
11 -0.22081878D+04 0.0138341 0.0000063 EM
12 -0.22081792D+04 0.0086288 0.0000039 EM
13 -0.22081738D+04 0.0054066 0.0000024 EM
14 -0.22081704D+04 0.0033950 0.0000015 EM
15 -0.22081683D+04 0.0021342 0.0000010 EM
16 -0.22081669D+04 0.0013424 0.0000006 EM
17 -0.22081661D+04 0.0008447 0.0000004 EM
18 -0.22081655D+04 0.0005317 0.0000002 EM
19 -0.22081652D+04 0.0003347 0.0000002 EM
20 -0.22081650D+04 0.0002107 0.0000001 EM
21 -0.22081649D+04 0.0001327 0.0000001 EM
22 -0.22081648D+04 0.0000836 0.0000000 EM
23 -0.22081647D+04 0.0000526 0.0000000 EM
24 -0.22081647D+04 0.0000331 0.0000000 EM
25 -0.22081647D+04 0.0000209 0.0000000 EM
26 -0.22081647D+04 0.0000131 0.0000000 EM
27 -0.22081647D+04 0.0000083 0.0000000 EM
28 -0.22081647D+04 0.0000052 0.0000000 EM
29 -0.22081646D+04 0.0000033 0.0000000 EM
30 -0.22081646D+04 0.0000021 0.0000000 EM
31 -0.22081646D+04 0.0000013 0.0000000 EM
32 -0.22081646D+04 0.0000008 0.0000000 EM
33 -0.22081646D+04 0.0000005 0.0000000 EM
34 -0.22081646D+04 0.0000003 0.0000000 EM
35 -0.22081646D+04 0.0000002 0.0000000 EM
36 -0.22081646D+04 0.0000001 0.0000000 EM
37 -0.22081646D+04 0.0000001 0.0000000 EM
38 -0.22081646D+04 0.0000001 0.0000000 EM
39 -0.22081646D+04 0.0000001 0.0000000 FS
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1
8 -0.22087852D+04 0.4386864 0.0001986 EM
9 -0.22085455D+04 0.2397216 0.0001085 EM
10 -0.22084014D+04 0.1441479 0.0000653 EM
11 -0.22083125D+04 0.0889161 0.0000403 EM
12 -0.22082572D+04 0.0552924 0.0000250 EM
13 -0.22082227D+04 0.0345157 0.0000156 EM
14 -0.22082011D+04 0.0215980 0.0000098 EM
15 -0.22081875D+04 0.0135376 0.0000061 EM
16 -0.22081790D+04 0.0084956 0.0000038 EM
17 -0.22081737D+04 0.0053362 0.0000024 EM
18 -0.22081703D+04 0.0033539 0.0000015 EM
19 -0.22081682D+04 0.0021091 0.0000010 EM
20 -0.22081669D+04 0.0013268 0.0000006 EM
21 -0.22081661D+04 0.0008349 0.0000004 EM
22 -0.22081655D+04 0.0005255 0.0000002 EM
23 -0.22081652D+04 0.0003308 0.0000001 EM
24 -0.22081650D+04 0.0002083 0.0000001 EM
25 -0.22081649D+04 0.0001311 0.0000001 EM
26 -0.22081648D+04 0.0000826 0.0000000 EM
27 -0.22081647D+04 0.0000520 0.0000000 EM
28 -0.22081647D+04 0.0000328 0.0000000 EM
29 -0.22081647D+04 0.0000206 0.0000000 EM
30 -0.22081647D+04 0.0000130 0.0000000 EM
31 -0.22081647D+04 0.0000082 0.0000000 EM
32 -0.22081647D+04 0.0000052 0.0000000 EM
33 -0.22081646D+04 0.0000032 0.0000000 EM
34 -0.22081646D+04 0.0000020 0.0000000 EM
35 -0.22081646D+04 0.0000013 0.0000000 EM
36 -0.22081646D+04 0.0000008 0.0000000 EM
37 -0.22081646D+04 0.0000005 0.0000000 EM
38 -0.22081646D+04 0.0000003 0.0000000 EM
39 -0.22081646D+04 0.0000005 0.0000000 FS
40 -0.22081646D+04 0.0000000 0.0000000 FS
Beginning Time: 23:12:56
Ending Time: 23:12:56
Elapsed Time: 00:00:00
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