Mplus VERSION 8.8
MUTHEN & MUTHEN
04/19/2022 11:17 PM
INPUT INSTRUCTIONS
TITLE: this is an example of a LCGA for a binary
outcome
DATA: FILE IS ex8.9.dat;
VARIABLE: NAMES ARE u1-u4;
CLASSES = c (2);
CATEGORICAL = u1-u4;
ANALYSIS: TYPE = MIXTURE;
MODEL:
%OVERALL%
i s | u1@0 u2@1 u3@2 u4@3;
OUTPUT: TECH1 TECH8;
INPUT READING TERMINATED NORMALLY
this is an example of a LCGA for a binary
outcome
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 500
Number of dependent variables 4
Number of independent variables 0
Number of continuous latent variables 2
Number of categorical latent variables 1
Observed dependent variables
Binary and ordered categorical (ordinal)
U1 U2 U3 U4
Continuous latent variables
I S
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)
ex8.9.dat
Input data format FREE
UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES
U1
Category 1 0.602 301.000
Category 2 0.398 199.000
U2
Category 1 0.482 241.000
Category 2 0.518 259.000
U3
Category 1 0.430 215.000
Category 2 0.570 285.000
U4
Category 1 0.410 205.000
Category 2 0.590 295.000
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:
-1272.307 415931 10
-1272.307 399671 13
-1272.307 76974 16
-1272.307 608496 4
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 -1272.307
H0 Scaling Correction Factor 1.0263
for MLR
Information Criteria
Akaike (AIC) 2554.614
Bayesian (BIC) 2575.687
Sample-Size Adjusted BIC 2559.817
(n* = (n + 2) / 24)
Chi-Square Test of Model Fit for the Binary and Ordered Categorical
(Ordinal) Outcomes
Pearson Chi-Square
Value 6.013
Degrees of Freedom 10
P-Value 0.8142
Likelihood Ratio Chi-Square
Value 6.044
Degrees of Freedom 10
P-Value 0.8116
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THE ESTIMATED MODEL
Latent
Classes
1 230.84756 0.46170
2 269.15244 0.53830
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON ESTIMATED POSTERIOR PROBABILITIES
Latent
Classes
1 230.84756 0.46170
2 269.15244 0.53830
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP
Class Counts and Proportions
Latent
Classes
1 234 0.46800
2 266 0.53200
CLASSIFICATION QUALITY
Entropy 0.648
Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)
1 2
1 0.889 0.111
2 0.086 0.914
Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)
1 2
1 0.901 0.099
2 0.097 0.903
Logits for the Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)
1 2
1 2.206 0.000
2 -2.233 0.000
MODEL RESULTS
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
I |
U1 1.000 0.000 999.000 999.000
U2 1.000 0.000 999.000 999.000
U3 1.000 0.000 999.000 999.000
U4 1.000 0.000 999.000 999.000
S |
U1 0.000 0.000 999.000 999.000
U2 1.000 0.000 999.000 999.000
U3 2.000 0.000 999.000 999.000
U4 3.000 0.000 999.000 999.000
Means
I 0.799 0.200 3.991 0.000
S 1.097 0.200 5.478 0.000
Thresholds
U1$1 0.776 0.124 6.274 0.000
U2$1 0.776 0.124 6.274 0.000
U3$1 0.776 0.124 6.274 0.000
U4$1 0.776 0.124 6.274 0.000
Latent Class 2
I |
U1 1.000 0.000 999.000 999.000
U2 1.000 0.000 999.000 999.000
U3 1.000 0.000 999.000 999.000
U4 1.000 0.000 999.000 999.000
S |
U1 0.000 0.000 999.000 999.000
U2 1.000 0.000 999.000 999.000
U3 2.000 0.000 999.000 999.000
U4 3.000 0.000 999.000 999.000
Means
I 0.000 0.000 999.000 999.000
S -0.068 0.086 -0.793 0.428
Thresholds
U1$1 0.776 0.124 6.274 0.000
U2$1 0.776 0.124 6.274 0.000
U3$1 0.776 0.124 6.274 0.000
U4$1 0.776 0.124 6.274 0.000
Categorical Latent Variables
Means
C#1 -0.154 0.199 -0.773 0.439
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.247E-01
(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 0.494 0.035 14.261 0.000
Category 2 0.506 0.035 14.596 0.000
U2
Category 1 0.246 0.038 6.476 0.000
Category 2 0.754 0.038 19.849 0.000
U3
Category 1 0.098 0.034 2.914 0.004
Category 2 0.902 0.034 26.746 0.000
U4
Category 1 0.035 0.019 1.810 0.070
Category 2 0.965 0.019 49.747 0.000
Latent Class 2
U1
Category 1 0.685 0.027 25.649 0.000
Category 2 0.315 0.027 11.804 0.000
U2
Category 1 0.699 0.024 29.290 0.000
Category 2 0.301 0.024 12.591 0.000
U3
Category 1 0.714 0.033 21.947 0.000
Category 2 0.286 0.033 8.812 0.000
U4
Category 1 0.727 0.045 16.002 0.000
Category 2 0.273 0.045 6.002 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 2.224 0.445 1.502 3.293
U2
Category > 1 7.130 1.179 5.156 9.859
U3
Category > 1 22.859 6.553 13.033 40.093
U4
Category > 1 73.284 33.151 30.196 177.858
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 1 1 1
TAU(U) FOR LATENT CLASS 2
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
1 1 1 1
PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART
ALPHA(C)
C#1 C#2
________ ________
5 0
PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR GROWTH MODEL PART
LAMBDA(F) FOR LATENT CLASS 1
I S
________ ________
U1 0 0
U2 0 0
U3 0 0
U4 0 0
ALPHA(F) FOR LATENT CLASS 1
I S
________ ________
2 3
LAMBDA(F) FOR LATENT CLASS 2
I S
________ ________
U1 0 0
U2 0 0
U3 0 0
U4 0 0
ALPHA(F) FOR LATENT CLASS 2
I S
________ ________
0 4
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
________ ________ ________ ________
-0.076 -0.076 -0.076 -0.076
TAU(U) FOR LATENT CLASS 2
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
-0.076 -0.076 -0.076 -0.076
STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART
ALPHA(C)
C#1 C#2
________ ________
0.000 0.000
STARTING VALUES FOR LATENT CLASS INDICATOR GROWTH MODEL PART
LAMBDA(F) FOR CLASS LATENT CLASS 1
I S
________ ________
U1 1.000 0.000
U2 1.000 1.000
U3 1.000 2.000
U4 1.000 3.000
ALPHA(F) FOR LATENT CLASS 1
I S
________ ________
0.000 0.000
LAMBDA(F) FOR CLASS LATENT CLASS 2
I S
________ ________
U1 1.000 0.000
U2 1.000 1.000
U3 1.000 2.000
U4 1.000 3.000
ALPHA(F) FOR LATENT CLASS 2
I S
________ ________
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 -0.13848500D+04 0.0000000 0.0000000 EM
2 -0.13649970D+04 19.8530186 0.0143359 EM
3 -0.13649941D+04 0.0028742 0.0000021 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.15671768D+04 0.0000000 0.0000000 EM
2 -0.13140242D+04 253.1525910 0.1615342 EM
3 -0.12863778D+04 27.6463402 0.0210394 EM
4 -0.12766936D+04 9.6842503 0.0075283 EM
5 -0.12745859D+04 2.1076903 0.0016509 EM
6 -0.12740464D+04 0.5394682 0.0004232 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.16308427D+04 0.0000000 0.0000000 EM
2 -0.13654386D+04 265.4041047 0.1627405 EM
3 -0.13302878D+04 35.1508009 0.0257432 EM
4 -0.13146924D+04 15.5954212 0.0117233 EM
5 -0.13057091D+04 8.9832904 0.0068330 EM
6 -0.13015765D+04 4.1325824 0.0031650 EM
7 -0.12989866D+04 2.5898926 0.0019898 EM
8 -0.12967189D+04 2.2677590 0.0017458 EM
9 -0.12945681D+04 2.1507937 0.0016586 EM
10 -0.12925264D+04 2.0417198 0.0015771 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.22312986D+04 0.0000000 0.0000000 EM
2 -0.12854372D+04 945.8614153 0.4239062 EM
3 -0.12799910D+04 5.4461499 0.0042368 EM
4 -0.12787273D+04 1.2637208 0.0009873 EM
5 -0.12778387D+04 0.8885669 0.0006949 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14412424D+04 0.0000000 0.0000000 EM
2 -0.12970603D+04 144.1821181 0.1000402 EM
3 -0.12740776D+04 22.9826817 0.0177191 EM
4 -0.12725877D+04 1.4899115 0.0011694 EM
5 -0.12723878D+04 0.1998845 0.0001571 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14184495D+04 0.0000000 0.0000000 EM
2 -0.12817060D+04 136.7435306 0.0964035 EM
3 -0.12762815D+04 5.4244949 0.0042322 EM
4 -0.12753731D+04 0.9083314 0.0007117 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14253573D+04 0.0000000 0.0000000 EM
2 -0.13489634D+04 76.3938890 0.0535963 EM
3 -0.13379725D+04 10.9908360 0.0081476 EM
4 -0.13301033D+04 7.8692609 0.0058815 EM
5 -0.13241780D+04 5.9252423 0.0044547 EM
6 -0.13163578D+04 7.8202080 0.0059057 EM
7 -0.13051061D+04 11.2517012 0.0085476 EM
8 -0.12945810D+04 10.5251394 0.0080646 EM
9 -0.12884560D+04 6.1249760 0.0047312 EM
10 -0.12861567D+04 2.2992662 0.0017845 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.28296694D+04 0.0000000 0.0000000 EM
2 -0.13624540D+04 1467.2153525 0.5185112 EM
3 -0.13587479D+04 3.7060769 0.0027201 EM
4 -0.13511563D+04 7.5916160 0.0055872 EM
5 -0.13398679D+04 11.2883926 0.0083546 EM
6 -0.13298900D+04 9.9779824 0.0074470 EM
7 -0.13250986D+04 4.7913261 0.0036028 EM
8 -0.13227252D+04 2.3734278 0.0017911 EM
9 -0.13182241D+04 4.5010798 0.0034029 EM
10 -0.13114605D+04 6.7636594 0.0051309 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.13647413D+04 0.0000000 0.0000000 EM
2 -0.13013943D+04 63.3470287 0.0464169 EM
3 -0.12895747D+04 11.8196263 0.0090823 EM
4 -0.12831156D+04 6.4590506 0.0050087 EM
5 -0.12803739D+04 2.7417076 0.0021368 EM
6 -0.12790521D+04 1.3217881 0.0010323 EM
7 -0.12780979D+04 0.9542729 0.0007461 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.29948097D+04 0.0000000 0.0000000 EM
2 -0.13672307D+04 1627.5790159 0.5434666 EM
3 -0.13655991D+04 1.6316137 0.0011934 EM
4 -0.13635009D+04 2.0982048 0.0015365 EM
5 -0.13595382D+04 3.9626396 0.0029062 EM
6 -0.13519170D+04 7.6212311 0.0056057 EM
7 -0.13389461D+04 12.9709109 0.0095945 EM
8 -0.13209724D+04 17.9737402 0.0134238 EM
9 -0.13028606D+04 18.1117590 0.0137109 EM
10 -0.12901401D+04 12.7205134 0.0097635 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.23152939D+04 0.0000000 0.0000000 EM
2 -0.12764475D+04 1038.8464179 0.4486888 EM
3 -0.12730560D+04 3.3914758 0.0026570 EM
4 -0.12727598D+04 0.2961907 0.0002327 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.28506358D+04 0.0000000 0.0000000 EM
2 -0.12838085D+04 1566.8272991 0.5496413 EM
3 -0.12819638D+04 1.8447646 0.0014369 EM
4 -0.12808431D+04 1.1206339 0.0008742 EM
5 -0.12797932D+04 1.0499680 0.0008197 EM
6 -0.12788118D+04 0.9813225 0.0007668 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.19867998D+04 0.0000000 0.0000000 EM
2 -0.12963237D+04 690.4760613 0.3475318 EM
3 -0.12922059D+04 4.1178254 0.0031765 EM
4 -0.12902092D+04 1.9966765 0.0015452 EM
5 -0.12884103D+04 1.7988991 0.0013943 EM
6 -0.12867405D+04 1.6698156 0.0012960 EM
7 -0.12851897D+04 1.5507428 0.0012052 EM
8 -0.12837561D+04 1.4336465 0.0011155 EM
9 -0.12824385D+04 1.3176200 0.0010264 EM
10 -0.12812352D+04 1.2032497 0.0009383 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.28316158D+04 0.0000000 0.0000000 EM
2 -0.12805908D+04 1551.0249762 0.5477526 EM
3 -0.12744609D+04 6.1298498 0.0047867 EM
4 -0.12736506D+04 0.8103527 0.0006358 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.29273212D+04 0.0000000 0.0000000 EM
2 -0.13589305D+04 1568.3907458 0.5357768 EM
3 -0.13375788D+04 21.3516787 0.0157121 EM
4 -0.13177956D+04 19.7831588 0.0147903 EM
5 -0.13047553D+04 13.0403702 0.0098956 EM
6 -0.12996663D+04 5.0889566 0.0039003 EM
7 -0.12971210D+04 2.5453088 0.0019584 EM
8 -0.12949431D+04 2.1778951 0.0016790 EM
9 -0.12928825D+04 2.0605615 0.0015912 EM
10 -0.12909350D+04 1.9475759 0.0015064 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.19595343D+04 0.0000000 0.0000000 EM
2 -0.12985579D+04 660.9764539 0.3373130 EM
3 -0.12898268D+04 8.7310916 0.0067237 EM
4 -0.12873816D+04 2.4451368 0.0018957 EM
5 -0.12857197D+04 1.6619344 0.0012909 EM
6 -0.12842353D+04 1.4844489 0.0011546 EM
7 -0.12828757D+04 1.3595658 0.0010587 EM
8 -0.12816330D+04 1.2427147 0.0009687 EM
9 -0.12805035D+04 1.1295115 0.0008813 EM
10 -0.12794833D+04 1.0201346 0.0007967 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.28433182D+04 0.0000000 0.0000000 EM
2 -0.13003389D+04 1542.9793120 0.5426685 EM
3 -0.12860009D+04 14.3380013 0.0110264 EM
4 -0.12784825D+04 7.5183799 0.0058463 EM
5 -0.12753490D+04 3.1335036 0.0024510 EM
6 -0.12742640D+04 1.0849695 0.0008507 EM
7 -0.12738272D+04 0.4368198 0.0003428 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.63426853D+04 0.0000000 0.0000000 EM
2 -0.13539309D+04 4988.7543726 0.7865366 EM
3 -0.13431496D+04 10.7813508 0.0079630 EM
4 -0.13311711D+04 11.9784441 0.0089182 EM
5 -0.13231098D+04 8.0613905 0.0060559 EM
6 -0.13175126D+04 5.5971124 0.0042303 EM
7 -0.13105917D+04 6.9209065 0.0052530 EM
8 -0.13039978D+04 6.5939195 0.0050313 EM
9 -0.12996118D+04 4.3860143 0.0033635 EM
10 -0.12967546D+04 2.8572461 0.0021985 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.19088628D+04 0.0000000 0.0000000 EM
2 -0.15031674D+04 405.6954844 0.2125325 EM
3 -0.13436663D+04 159.5010387 0.1061100 EM
4 -0.13244133D+04 19.2530081 0.0143287 EM
5 -0.13104215D+04 13.9917750 0.0105645 EM
6 -0.13025701D+04 7.8514223 0.0059915 EM
7 -0.12983900D+04 4.1801418 0.0032091 EM
8 -0.12957010D+04 2.6890192 0.0020710 EM
9 -0.12934993D+04 2.2016155 0.0016992 EM
10 -0.12914933D+04 2.0060049 0.0015508 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.26717289D+04 0.0000000 0.0000000 EM
2 -0.12773325D+04 1394.3964081 0.5219079 EM
3 -0.12753123D+04 2.0201322 0.0015815 EM
4 -0.12748263D+04 0.4860130 0.0003811 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.24618375D+04 0.0000000 0.0000000 EM
2 -0.12887372D+04 1173.1002994 0.4765141 EM
3 -0.12821342D+04 6.6029770 0.0051236 EM
4 -0.12804524D+04 1.6818232 0.0013117 EM
5 -0.12793408D+04 1.1115126 0.0008681 EM
6 -0.12784201D+04 0.9207890 0.0007197 EM
FINAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4
5 -0.12723878D+04 0.1998845 0.0001571 EM
6 -0.12723549D+04 0.0328544 0.0000258 EM
7 -0.12723445D+04 0.0104594 0.0000082 EM
8 -0.12723382D+04 0.0063055 0.0000050 EM
9 -0.12723333D+04 0.0049096 0.0000039 EM
10 -0.12723292D+04 0.0040748 0.0000032 EM
11 -0.12723258D+04 0.0034296 0.0000027 EM
12 -0.12723229D+04 0.0028954 0.0000023 EM
13 -0.12723204D+04 0.0024461 0.0000019 EM
14 -0.12723183D+04 0.0020669 0.0000016 EM
15 -0.12723166D+04 0.0017466 0.0000014 EM
16 -0.12723151D+04 0.0014760 0.0000012 EM
17 -0.12723139D+04 0.0012474 0.0000010 EM
18 -0.12723128D+04 0.0010542 0.0000008 EM
19 -0.12723119D+04 0.0008909 0.0000007 EM
20 -0.12723112D+04 0.0007530 0.0000006 EM
21 -0.12723105D+04 0.0006364 0.0000005 EM
22 -0.12723100D+04 0.0005379 0.0000004 EM
23 -0.12723096D+04 0.0004547 0.0000004 EM
24 -0.12723092D+04 0.0003843 0.0000003 EM
25 -0.12723088D+04 0.0003249 0.0000003 EM
26 -0.12723086D+04 0.0002746 0.0000002 EM
27 -0.12723083D+04 0.0002321 0.0000002 EM
28 -0.12723081D+04 0.0001962 0.0000002 EM
29 -0.12723080D+04 0.0001659 0.0000001 EM
30 -0.12723078D+04 0.0001402 0.0000001 EM
31 -0.12723077D+04 0.0001185 0.0000001 EM
32 -0.12723076D+04 0.0001002 0.0000001 EM
33 -0.12723075D+04 0.0000847 0.0000001 EM
34 -0.12723075D+04 0.0000716 0.0000001 EM
35 -0.12723074D+04 0.0000605 0.0000000 EM
36 -0.12723073D+04 0.0000512 0.0000000 EM
37 -0.12723073D+04 0.0000433 0.0000000 EM
38 -0.12723073D+04 0.0000366 0.0000000 EM
39 -0.12723071D+04 0.0001973 0.0000002 FS
40 -0.12723071D+04 0.0000028 0.0000000 FS
41 -0.12723071D+04 0.0000000 0.0000000 FS
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10
4 -0.12727598D+04 0.2961907 0.0002327 EM
5 -0.12726657D+04 0.0941575 0.0000740 EM
6 -0.12726070D+04 0.0586154 0.0000461 EM
7 -0.12725607D+04 0.0463304 0.0000364 EM
8 -0.12725220D+04 0.0387531 0.0000305 EM
9 -0.12724892D+04 0.0327953 0.0000258 EM
10 -0.12724614D+04 0.0278119 0.0000219 EM
11 -0.12724378D+04 0.0235891 0.0000185 EM
12 -0.12724178D+04 0.0200029 0.0000157 EM
13 -0.12724008D+04 0.0169571 0.0000133 EM
14 -0.12723864D+04 0.0143714 0.0000113 EM
15 -0.12723743D+04 0.0121771 0.0000096 EM
16 -0.12723639D+04 0.0103157 0.0000081 EM
17 -0.12723552D+04 0.0087371 0.0000069 EM
18 -0.12723478D+04 0.0073989 0.0000058 EM
19 -0.12723415D+04 0.0062647 0.0000049 EM
20 -0.12723362D+04 0.0053037 0.0000042 EM
21 -0.12723317D+04 0.0044895 0.0000035 EM
22 -0.12723279D+04 0.0037999 0.0000030 EM
23 -0.12723247D+04 0.0032159 0.0000025 EM
24 -0.12723220D+04 0.0027215 0.0000021 EM
25 -0.12723197D+04 0.0023028 0.0000018 EM
26 -0.12723178D+04 0.0019485 0.0000015 EM
27 -0.12723161D+04 0.0016485 0.0000013 EM
28 -0.12723147D+04 0.0013946 0.0000011 EM
29 -0.12723135D+04 0.0011798 0.0000009 EM
30 -0.12723125D+04 0.0009980 0.0000008 EM
31 -0.12723117D+04 0.0008442 0.0000007 EM
32 -0.12723110D+04 0.0007141 0.0000006 EM
33 -0.12723104D+04 0.0006040 0.0000005 EM
34 -0.12723099D+04 0.0005109 0.0000004 EM
35 -0.12723094D+04 0.0004321 0.0000003 EM
36 -0.12723091D+04 0.0003654 0.0000003 EM
37 -0.12723071D+04 0.0019724 0.0000016 FS
38 -0.12723071D+04 0.0000293 0.0000000 FS
39 -0.12723071D+04 0.0000004 0.0000000 FS
40 -0.12723071D+04 0.0000000 0.0000000 FS
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13
4 -0.12736506D+04 0.8103527 0.0006358 EM
5 -0.12733784D+04 0.2722032 0.0002137 EM
6 -0.12732071D+04 0.1712547 0.0001345 EM
7 -0.12730707D+04 0.1363848 0.0001071 EM
8 -0.12729560D+04 0.1147639 0.0000901 EM
9 -0.12728584D+04 0.0976052 0.0000767 EM
10 -0.12727752D+04 0.0831300 0.0000653 EM
11 -0.12727045D+04 0.0707740 0.0000556 EM
12 -0.12726443D+04 0.0602137 0.0000473 EM
13 -0.12725931D+04 0.0511950 0.0000402 EM
14 -0.12725496D+04 0.0435010 0.0000342 EM
15 -0.12725126D+04 0.0369437 0.0000290 EM
16 -0.12724813D+04 0.0313601 0.0000246 EM
17 -0.12724546D+04 0.0266093 0.0000209 EM
18 -0.12724321D+04 0.0225700 0.0000177 EM
19 -0.12724129D+04 0.0191376 0.0000150 EM
20 -0.12723967D+04 0.0162225 0.0000127 EM
21 -0.12723830D+04 0.0137479 0.0000108 EM
22 -0.12723713D+04 0.0116481 0.0000092 EM
23 -0.12723615D+04 0.0098670 0.0000078 EM
24 -0.12723531D+04 0.0083567 0.0000066 EM
25 -0.12723460D+04 0.0070765 0.0000056 EM
26 -0.12723400D+04 0.0059915 0.0000047 EM
27 -0.12723350D+04 0.0050722 0.0000040 EM
28 -0.12723307D+04 0.0042934 0.0000034 EM
29 -0.12723270D+04 0.0036338 0.0000029 EM
30 -0.12723240D+04 0.0030753 0.0000024 EM
31 -0.12723214D+04 0.0026024 0.0000020 EM
32 -0.12723192D+04 0.0022020 0.0000017 EM
33 -0.12723173D+04 0.0018631 0.0000015 EM
34 -0.12723157D+04 0.0015763 0.0000012 EM
35 -0.12723144D+04 0.0013335 0.0000010 EM
36 -0.12723133D+04 0.0011281 0.0000009 EM
37 -0.12723072D+04 0.0060916 0.0000048 FS
38 -0.12723071D+04 0.0000938 0.0000001 FS
39 -0.12723071D+04 0.0000014 0.0000000 FS
40 -0.12723071D+04 0.0000000 0.0000000 FS
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16
7 -0.12738272D+04 0.4368198 0.0003428 EM
8 -0.12735665D+04 0.2607215 0.0002047 EM
9 -0.12733669D+04 0.1995858 0.0001567 EM
10 -0.12732018D+04 0.1650575 0.0001296 EM
11 -0.12730629D+04 0.1389362 0.0001091 EM
12 -0.12729455D+04 0.1173560 0.0000922 EM
13 -0.12728464D+04 0.0991735 0.0000779 EM
14 -0.12727626D+04 0.0837979 0.0000658 EM
15 -0.12726918D+04 0.0707926 0.0000556 EM
16 -0.12726320D+04 0.0597960 0.0000470 EM
17 -0.12725815D+04 0.0505016 0.0000397 EM
18 -0.12725388D+04 0.0426486 0.0000335 EM
19 -0.12725028D+04 0.0360151 0.0000283 EM
20 -0.12724724D+04 0.0304127 0.0000239 EM
21 -0.12724467D+04 0.0256819 0.0000202 EM
22 -0.12724250D+04 0.0216873 0.0000170 EM
23 -0.12724067D+04 0.0183146 0.0000144 EM
24 -0.12723912D+04 0.0154670 0.0000122 EM
25 -0.12723782D+04 0.0130627 0.0000103 EM
26 -0.12723671D+04 0.0110327 0.0000087 EM
27 -0.12723578D+04 0.0093186 0.0000073 EM
28 -0.12723500D+04 0.0078712 0.0000062 EM
29 -0.12723433D+04 0.0066490 0.0000052 EM
30 -0.12723377D+04 0.0056169 0.0000044 EM
31 -0.12723329D+04 0.0047452 0.0000037 EM
32 -0.12723289D+04 0.0040090 0.0000032 EM
33 -0.12723255D+04 0.0033872 0.0000027 EM
34 -0.12723227D+04 0.0028620 0.0000022 EM
35 -0.12723203D+04 0.0024183 0.0000019 EM
36 -0.12723182D+04 0.0020435 0.0000016 EM
37 -0.12723165D+04 0.0017268 0.0000014 EM
38 -0.12723072D+04 0.0092892 0.0000073 FS
39 -0.12723071D+04 0.0001366 0.0000001 FS
40 -0.12723071D+04 0.0000019 0.0000000 FS
41 -0.12723071D+04 0.0000000 0.0000000 FS
Beginning Time: 23:17:41
Ending Time: 23:17:42
Elapsed Time: 00:00:01
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