Mplus VERSION 6
MUTHEN & MUTHEN
04/25/2010 10:58 PM
INPUT INSTRUCTIONS
TITLE:
penn5
2-class no covariates varying Psi varying Theta
DATA: FILE IS lsay.dat;
FORMAT is 3f8 f8.4 8f8.2 3f8 2f8.2;
VARIABLE: NAMES ARE cohort id school weight math7 math8 math9 math10
att7 att8 att9 att10 gender mothed homeres;
USEOBS = (gender EQ 1 AND cohort EQ 2);
MISSING = ALL (999);
USEVAR = math7-math10 ;
classes = c(2);
ANALYSIS: TYPE = mixture;
MITERATIONS = 125;
MODEL:
%overall%
intercpt BY math7-math10 @1;
slope BY math8@1 math9@2.5 math10@3.5;
[math7-math10@0];
math7-math9*7 math10*13;
intercpt*64.5 slope*1.3;
slope with intercpt*3.1;
! intercpt ON homeres;
! slope ON homeres;
%c#1%
[intercpt*42.8 slope*.6];
! intercpt ON homeres;
! slope ON homeres;
math7-math9*7 math10*13;
intercpt*64.5 slope*1.3;
intercpt with slope;
%c#2%
[intercpt*62.8 slope*3.6];
OUTPUT: TECH1 tech8;
*** WARNING
Data set contains cases with missing on all variables.
These cases were not included in the analysis.
Number of cases with missing on all variables: 8
1 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS
penn5
2-class no covariates varying Psi varying Theta
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 1482
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
Continuous
MATH7 MATH8 MATH9 MATH10
Continuous latent variables
INTERCPT SLOPE
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 125
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
Maximum number of iterations for H1 2000
Convergence criterion for H1 0.100D-03
Optimization algorithm EMA
Random Starts Specifications
Number of initial stage random starts 10
Number of final stage optimizations 2
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
Input data file(s)
lsay.dat
Input data format
(3F8 F8.4 8F8.2 3F8 2F8.2)
SUMMARY OF DATA
Number of missing data patterns 13
Number of y missing data patterns 13
Number of u missing data patterns 0
COVARIANCE COVERAGE OF DATA
Minimum covariance coverage value 0.100
PROPORTION OF DATA PRESENT FOR Y
Covariance Coverage
MATH7 MATH8 MATH9 MATH10
________ ________ ________ ________
MATH7 0.990
MATH8 0.881 0.890
MATH9 0.790 0.758 0.799
MATH10 0.744 0.708 0.702 0.750
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:
-16568.858 415931 10
-16568.858 unperturbed 0
THE MODEL ESTIMATION TERMINATED NORMALLY
TESTS OF MODEL FIT
Loglikelihood
H0 Value -16568.858
H0 Scaling Correction Factor 1.244
for MLR
Information Criteria
Number of Free Parameters 19
Akaike (AIC) 33175.716
Bayesian (BIC) 33276.437
Sample-Size Adjusted BIC 33216.080
(n* = (n + 2) / 24)
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THE ESTIMATED MODEL
Latent
Classes
1 666.56897 0.44978
2 815.43103 0.55022
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS
BASED ON ESTIMATED POSTERIOR PROBABILITIES
Latent
Classes
1 666.56897 0.44978
2 815.43103 0.55022
CLASSIFICATION QUALITY
Entropy 0.531
CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP
Class Counts and Proportions
Latent
Classes
1 636 0.42915
2 846 0.57085
Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)
1 2
1 0.858 0.142
2 0.143 0.857
MODEL RESULTS
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
INTERCPT BY
MATH7 1.000 0.000 999.000 999.000
MATH8 1.000 0.000 999.000 999.000
MATH9 1.000 0.000 999.000 999.000
MATH10 1.000 0.000 999.000 999.000
SLOPE BY
MATH8 1.000 0.000 999.000 999.000
MATH9 2.500 0.000 999.000 999.000
MATH10 3.500 0.000 999.000 999.000
SLOPE WITH
INTERCPT -1.149 2.376 -0.484 0.629
Means
INTERCPT 45.708 1.019 44.862 0.000
SLOPE 1.676 0.182 9.212 0.000
Intercepts
MATH7 0.000 0.000 999.000 999.000
MATH8 0.000 0.000 999.000 999.000
MATH9 0.000 0.000 999.000 999.000
MATH10 0.000 0.000 999.000 999.000
Variances
INTERCPT 48.444 5.745 8.432 0.000
SLOPE 1.898 0.706 2.688 0.007
Residual Variances
MATH7 14.325 3.102 4.618 0.000
MATH8 17.204 2.757 6.241 0.000
MATH9 25.785 3.364 7.666 0.000
MATH10 55.871 8.427 6.630 0.000
Latent Class 2
INTERCPT BY
MATH7 1.000 0.000 999.000 999.000
MATH8 1.000 0.000 999.000 999.000
MATH9 1.000 0.000 999.000 999.000
MATH10 1.000 0.000 999.000 999.000
SLOPE BY
MATH8 1.000 0.000 999.000 999.000
MATH9 2.500 0.000 999.000 999.000
MATH10 3.500 0.000 999.000 999.000
SLOPE WITH
INTERCPT 0.227 0.648 0.350 0.726
Means
INTERCPT 56.497 0.699 80.802 0.000
SLOPE 3.147 0.073 43.020 0.000
Intercepts
MATH7 0.000 0.000 999.000 999.000
MATH8 0.000 0.000 999.000 999.000
MATH9 0.000 0.000 999.000 999.000
MATH10 0.000 0.000 999.000 999.000
Variances
INTERCPT 42.669 5.215 8.181 0.000
SLOPE 0.375 0.205 1.833 0.067
Residual Variances
MATH7 12.216 1.352 9.034 0.000
MATH8 11.452 0.936 12.229 0.000
MATH9 8.923 1.325 6.737 0.000
MATH10 8.541 1.889 4.522 0.000
Categorical Latent Variables
Means
C#1 -0.202 0.263 -0.767 0.443
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.516E-04
(ratio of smallest to largest eigenvalue)
TECHNICAL 1 OUTPUT
PARAMETER SPECIFICATION FOR LATENT CLASS 1
NU
MATH7 MATH8 MATH9 MATH10
________ ________ ________ ________
1 0 0 0 0
LAMBDA
INTERCPT SLOPE
________ ________
MATH7 0 0
MATH8 0 0
MATH9 0 0
MATH10 0 0
THETA
MATH7 MATH8 MATH9 MATH10
________ ________ ________ ________
MATH7 1
MATH8 0 2
MATH9 0 0 3
MATH10 0 0 0 4
ALPHA
INTERCPT SLOPE
________ ________
1 5 6
BETA
INTERCPT SLOPE
________ ________
INTERCPT 0 0
SLOPE 0 0
PSI
INTERCPT SLOPE
________ ________
INTERCPT 7
SLOPE 8 9
PARAMETER SPECIFICATION FOR LATENT CLASS 2
NU
MATH7 MATH8 MATH9 MATH10
________ ________ ________ ________
1 0 0 0 0
LAMBDA
INTERCPT SLOPE
________ ________
MATH7 0 0
MATH8 0 0
MATH9 0 0
MATH10 0 0
THETA
MATH7 MATH8 MATH9 MATH10
________ ________ ________ ________
MATH7 10
MATH8 0 11
MATH9 0 0 12
MATH10 0 0 0 13
ALPHA
INTERCPT SLOPE
________ ________
1 14 15
BETA
INTERCPT SLOPE
________ ________
INTERCPT 0 0
SLOPE 0 0
PSI
INTERCPT SLOPE
________ ________
INTERCPT 16
SLOPE 17 18
PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART
ALPHA(C)
C#1 C#2
________ ________
1 19 0
STARTING VALUES FOR LATENT CLASS 1
NU
MATH7 MATH8 MATH9 MATH10
________ ________ ________ ________
1 0.000 0.000 0.000 0.000
LAMBDA
INTERCPT SLOPE
________ ________
MATH7 1.000 0.000
MATH8 1.000 1.000
MATH9 1.000 2.500
MATH10 1.000 3.500
THETA
MATH7 MATH8 MATH9 MATH10
________ ________ ________ ________
MATH7 7.000
MATH8 0.000 7.000
MATH9 0.000 0.000 7.000
MATH10 0.000 0.000 0.000 13.000
ALPHA
INTERCPT SLOPE
________ ________
1 42.800 0.600
BETA
INTERCPT SLOPE
________ ________
INTERCPT 0.000 0.000
SLOPE 0.000 0.000
PSI
INTERCPT SLOPE
________ ________
INTERCPT 64.500
SLOPE 3.100 1.300
STARTING VALUES FOR LATENT CLASS 2
NU
MATH7 MATH8 MATH9 MATH10
________ ________ ________ ________
1 0.000 0.000 0.000 0.000
LAMBDA
INTERCPT SLOPE
________ ________
MATH7 1.000 0.000
MATH8 1.000 1.000
MATH9 1.000 2.500
MATH10 1.000 3.500
THETA
MATH7 MATH8 MATH9 MATH10
________ ________ ________ ________
MATH7 7.000
MATH8 0.000 7.000
MATH9 0.000 0.000 7.000
MATH10 0.000 0.000 0.000 13.000
ALPHA
INTERCPT SLOPE
________ ________
1 62.800 3.600
BETA
INTERCPT SLOPE
________ ________
INTERCPT 0.000 0.000
SLOPE 0.000 0.000
PSI
INTERCPT SLOPE
________ ________
INTERCPT 64.500
SLOPE 3.100 1.300
STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART
ALPHA(C)
C#1 C#2
________ ________
1 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 -0.17640711D+05 0.0000000 0.0000000 706.036 775.964 EM
2 -0.16627557D+05 1013.1543532 0.0574327 693.775 788.225 EM
3 -0.16584150D+05 43.4068582 0.0026105 687.105 794.895 EM
4 -0.16572675D+05 11.4745577 0.0006919 683.057 798.943 EM
5 -0.16570207D+05 2.4688507 0.0001490 680.694 801.306 EM
6 -0.16569441D+05 0.7651764 0.0000462 679.172 802.828 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.25048140D+05 0.0000000 0.0000000 838.976 643.024 EM
2 -0.16632437D+05 8415.7034582 0.3359812 830.378 651.622 EM
3 -0.16597295D+05 35.1420304 0.0021129 820.692 661.308 EM
4 -0.16585291D+05 12.0042580 0.0007233 811.360 670.640 EM
5 -0.16579492D+05 5.7982431 0.0003496 802.804 679.196 EM
6 -0.16576229D+05 3.2633806 0.0001968 794.957 687.043 EM
7 -0.16574233D+05 1.9959445 0.0001204 787.711 694.289 EM
8 -0.16572940D+05 1.2934066 0.0000780 780.986 701.014 EM
9 -0.16572063D+05 0.8768793 0.0000529 774.725 707.275 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.24395856D+05 0.0000000 0.0000000 235.577 1246.423 EM
2 -0.16672325D+05 7723.5316200 0.3165919 229.806 1252.194 EM
3 -0.16659798D+05 12.5265063 0.0007513 231.013 1250.987 EM
4 -0.16654387D+05 5.4108428 0.0003248 236.513 1245.487 EM
5 -0.16649216D+05 5.1714790 0.0003105 245.317 1236.683 EM
6 -0.16639068D+05 10.1480364 0.0006095 257.683 1224.317 EM
7 -0.16630299D+05 8.7682831 0.0005270 271.220 1210.780 EM
8 -0.16625583D+05 4.7164029 0.0002836 284.701 1197.299 EM
9 -0.16615800D+05 9.7829285 0.0005884 299.867 1182.133 EM
10 -0.16601983D+05 13.8176251 0.0008316 315.013 1166.987 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.23152046D+05 0.0000000 0.0000000 118.228 1363.772 EM
2 -0.16725959D+05 6426.0874922 0.2775602 104.367 1377.633 EM
3 -0.16716048D+05 9.9104741 0.0005925 104.296 1377.704 EM
4 -0.16712459D+05 3.5890585 0.0002147 107.946 1374.054 EM
5 -0.16710179D+05 2.2802490 0.0001364 113.101 1368.899 EM
6 -0.16708364D+05 1.8154789 0.0001086 118.927 1363.073 EM
7 -0.16706581D+05 1.7827454 0.0001067 125.183 1356.817 EM
8 -0.16704227D+05 2.3536819 0.0001409 132.091 1349.909 EM
9 -0.16699608D+05 4.6191707 0.0002765 140.571 1341.429 EM
10 -0.16688429D+05 11.1794572 0.0006694 150.943 1331.057 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.26289941D+05 0.0000000 0.0000000 806.526 675.474 EM
2 -0.16617096D+05 9672.8454116 0.3679295 787.490 694.510 EM
3 -0.16586373D+05 30.7222637 0.0018488 777.825 704.175 EM
4 -0.16578209D+05 8.1642602 0.0004922 769.839 712.161 EM
5 -0.16574706D+05 3.5029130 0.0002113 763.048 718.952 EM
6 -0.16572843D+05 1.8631706 0.0001124 757.103 724.897 EM
7 -0.16571730D+05 1.1136342 0.0000672 751.775 730.225 EM
8 -0.16571014D+05 0.7150687 0.0000431 746.925 735.075 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18000781D+05 0.0000000 0.0000000 1458.749 23.251 EM
2 -0.16744782D+05 1255.9987674 0.0697747 1462.969 19.031 EM
3 -0.16739759D+05 5.0237830 0.0003000 1462.520 19.480 EM
4 -0.16735804D+05 3.9542638 0.0002362 1458.740 23.260 EM
5 -0.16730868D+05 4.9359919 0.0002949 1451.399 30.601 EM
6 -0.16723943D+05 6.9249346 0.0004139 1439.843 42.157 EM
7 -0.16714572D+05 9.3713849 0.0005604 1423.636 58.364 EM
8 -0.16702979D+05 11.5927177 0.0006936 1402.994 79.006 EM
9 -0.16690001D+05 12.9786654 0.0007770 1378.699 103.301 EM
10 -0.16676547D+05 13.4537256 0.0008061 1351.797 130.203 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18552873D+05 0.0000000 0.0000000 50.961 1431.039 EM
2 -0.16737306D+05 1815.5674563 0.0978591 54.055 1427.945 EM
3 -0.16722335D+05 14.9707580 0.0008945 68.092 1413.908 EM
4 -0.16705000D+05 17.3353822 0.0010367 92.170 1389.830 EM
5 -0.16685507D+05 19.4923087 0.0011669 123.196 1358.804 EM
6 -0.16667292D+05 18.2156540 0.0010917 156.417 1325.583 EM
7 -0.16652540D+05 14.7513661 0.0008850 188.415 1293.585 EM
8 -0.16641281D+05 11.2595414 0.0006761 217.836 1264.164 EM
9 -0.16632718D+05 8.5631597 0.0005146 244.561 1237.439 EM
10 -0.16626025D+05 6.6928658 0.0004024 268.977 1213.023 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.25111766D+05 0.0000000 0.0000000 116.681 1365.319 EM
2 -0.16691551D+05 8420.2152169 0.3353096 141.921 1340.079 EM
3 -0.16672393D+05 19.1579518 0.0011478 156.868 1325.132 EM
4 -0.16665933D+05 6.4601333 0.0003875 167.822 1314.178 EM
5 -0.16663524D+05 2.4081651 0.0001445 176.658 1305.342 EM
6 -0.16661677D+05 1.8469193 0.0001108 185.051 1296.949 EM
7 -0.16659469D+05 2.2085623 0.0001326 193.899 1288.101 EM
8 -0.16656684D+05 2.7845773 0.0001671 203.690 1278.310 EM
9 -0.16652811D+05 3.8736809 0.0002326 215.110 1266.890 EM
10 -0.16643879D+05 8.9311433 0.0005363 229.341 1252.659 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.23614755D+05 0.0000000 0.0000000 1416.688 65.312 EM
2 -0.16740231D+05 6874.5241431 0.2911114 1423.305 58.695 EM
3 -0.16713145D+05 27.0862512 0.0016180 1423.805 58.195 EM
4 -0.16703804D+05 9.3410097 0.0005589 1420.558 61.442 EM
5 -0.16698824D+05 4.9797489 0.0002981 1414.747 67.253 EM
6 -0.16695108D+05 3.7154587 0.0002225 1406.732 75.268 EM
7 -0.16691839D+05 3.2697342 0.0001958 1396.599 85.401 EM
8 -0.16688622D+05 3.2164356 0.0001927 1384.259 97.741 EM
9 -0.16685160D+05 3.4622713 0.0002075 1369.549 112.451 EM
10 -0.16681281D+05 3.8790088 0.0002325 1352.377 129.623 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19053245D+05 0.0000000 0.0000000 0.179 1481.821 EM
2 -0.16731577D+05 2321.6675678 0.1218516 2.263 1479.737 EM
3 -0.16708279D+05 23.2979366 0.0013925 4.410 1477.590 EM
4 -0.16699053D+05 9.2258148 0.0005522 6.232 1475.768 EM
5 -0.16697137D+05 1.9164985 0.0001148 7.647 1474.353 EM
6 -0.16694481D+05 2.6557583 0.0001591 9.127 1472.873 EM
7 -0.16692344D+05 2.1371884 0.0001280 10.433 1471.567 EM
8 -0.16691995D+05 0.3484794 0.0000209 11.328 1470.672 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.28371141D+05 0.0000000 0.0000000 611.404 870.596 EM
2 -0.16649827D+05 ************ 0.4131421 620.995 861.005 EM
3 -0.16607575D+05 42.2520238 0.0025377 621.399 860.601 EM
4 -0.16582034D+05 25.5407538 0.0015379 622.280 859.720 EM
5 -0.16573766D+05 8.2684976 0.0004986 623.524 858.476 EM
6 -0.16571018D+05 2.7473526 0.0001658 625.019 856.981 EM
7 -0.16569936D+05 1.0820154 0.0000653 626.615 855.385 EM
8 -0.16569475D+05 0.4610407 0.0000278 628.225 853.775 EM
FINAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET
6 -0.16569441D+05 0.7651764 0.0000462 679.172 802.828 EM
7 -0.16569141D+05 0.3005212 0.0000181 678.064 803.936 EM
8 -0.16569008D+05 0.1323341 0.0000080 677.182 804.818 EM
9 -0.16568946D+05 0.0629211 0.0000038 676.438 805.562 EM
10 -0.16568913D+05 0.0322131 0.0000019 675.790 806.210 EM
11 -0.16568896D+05 0.0178246 0.0000011 675.215 806.785 EM
12 -0.16568885D+05 0.0106367 0.0000006 674.697 807.303 EM
13 -0.16568878D+05 0.0067888 0.0000004 674.226 807.774 EM
14 -0.16568874D+05 0.0045747 0.0000003 673.797 808.203 EM
15 -0.16568870D+05 0.0032135 0.0000002 673.402 808.598 EM
16 -0.16568868D+05 0.0023329 0.0000001 673.039 808.961 EM
17 -0.16568866D+05 0.0017370 0.0000001 672.702 809.298 EM
18 -0.16568865D+05 0.0013223 0.0000001 672.390 809.610 EM
19 -0.16568864D+05 0.0010270 0.0000001 672.098 809.902 EM
20 -0.16568863D+05 0.0008129 0.0000000 671.826 810.174 EM
21 -0.16568862D+05 0.0006553 0.0000000 671.571 810.429 EM
22 -0.16568862D+05 0.0005375 0.0000000 671.332 810.668 EM
23 -0.16568861D+05 0.0004482 0.0000000 671.107 810.893 EM
24 -0.16568861D+05 0.0003793 0.0000000 670.895 811.105 EM
25 -0.16568861D+05 0.0003254 0.0000000 670.695 811.305 EM
26 -0.16568860D+05 0.0002825 0.0000000 670.505 811.495 EM
27 -0.16568860D+05 0.0002477 0.0000000 670.326 811.674 EM
28 -0.16568860D+05 0.0002191 0.0000000 670.156 811.844 EM
29 -0.16568860D+05 0.0001952 0.0000000 669.995 812.005 EM
30 -0.16568860D+05 0.0001749 0.0000000 669.842 812.158 EM
31 -0.16568859D+05 0.0001575 0.0000000 669.697 812.303 EM
32 -0.16568859D+05 0.0001423 0.0000000 669.558 812.442 EM
33 -0.16568859D+05 0.0001290 0.0000000 669.426 812.574 EM
34 -0.16568859D+05 0.0001172 0.0000000 669.301 812.699 EM
35 -0.16568859D+05 0.0001066 0.0000000 669.181 812.819 EM
36 -0.16568859D+05 0.0000972 0.0000000 669.067 812.933 EM
37 -0.16568859D+05 0.0000887 0.0000000 668.958 813.042 EM
38 -0.16568859D+05 0.0000810 0.0000000 668.854 813.146 EM
39 -0.16568859D+05 0.0000741 0.0000000 668.755 813.245 EM
40 -0.16568859D+05 0.0000677 0.0000000 668.660 813.340 EM
41 -0.16568858D+05 0.0004479 0.0000000 667.691 814.309 FS
42 -0.16568858D+05 0.0001396 0.0000000 667.377 814.623 FS
43 -0.16568858D+05 0.0000657 0.0000000 667.110 814.890 FS
44 -0.16568858D+05 0.0000352 0.0000000 666.987 815.013 FS
45 -0.16568858D+05 0.0000200 0.0000000 666.859 815.141 FS
46 -0.16568858D+05 0.0000117 0.0000000 666.804 815.196 FS
47 -0.16568858D+05 0.0000069 0.0000000 666.731 815.269 FS
48 -0.16568858D+05 0.0000042 0.0000000 666.706 815.294 FS
49 -0.16568858D+05 0.0000025 0.0000000 666.661 815.339 FS
50 -0.16568858D+05 0.0000015 0.0000000 666.650 815.350 FS
51 -0.16568858D+05 0.0000009 0.0000000 666.621 815.379 FS
52 -0.16568858D+05 0.0000006 0.0000000 666.617 815.383 FS
53 -0.16568858D+05 0.0000004 0.0000000 666.597 815.403 FS
54 -0.16568858D+05 0.0000002 0.0000000 666.598 815.402 FS
55 -0.16568858D+05 0.0000002 0.0000000 666.583 815.417 FS
56 -0.16568858D+05 0.0000001 0.0000000 666.586 815.414 FS
57 -0.16568858D+05 0.0000001 0.0000000 666.575 815.425 FS
58 -0.16568858D+05 0.0000001 0.0000000 666.579 815.421 FS
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10
8 -0.16569475D+05 0.4610407 0.0000278 628.225 853.775 EM
9 -0.16569265D+05 0.2101066 0.0000127 629.810 852.190 EM
10 -0.16569161D+05 0.1042524 0.0000063 631.349 850.651 EM
11 -0.16569103D+05 0.0577821 0.0000035 632.836 849.164 EM
12 -0.16569067D+05 0.0363528 0.0000022 634.268 847.732 EM
13 -0.16569041D+05 0.0257547 0.0000016 635.644 846.356 EM
14 -0.16569021D+05 0.0200013 0.0000012 636.966 845.034 EM
15 -0.16569005D+05 0.0165137 0.0000010 638.234 843.766 EM
16 -0.16568990D+05 0.0141483 0.0000009 639.451 842.549 EM
17 -0.16568978D+05 0.0123860 0.0000007 640.616 841.384 EM
18 -0.16568967D+05 0.0109996 0.0000007 641.732 840.268 EM
19 -0.16568957D+05 0.0098433 0.0000006 642.802 839.198 EM
20 -0.16568948D+05 0.0088562 0.0000005 643.826 838.174 EM
21 -0.16568940D+05 0.0079962 0.0000005 644.806 837.194 EM
22 -0.16568933D+05 0.0072388 0.0000004 645.745 836.255 EM
23 -0.16568927D+05 0.0065661 0.0000004 646.643 835.357 EM
24 -0.16568921D+05 0.0059650 0.0000004 647.502 834.498 EM
25 -0.16568915D+05 0.0054255 0.0000003 648.324 833.676 EM
26 -0.16568910D+05 0.0049395 0.0000003 649.110 832.890 EM
27 -0.16568906D+05 0.0045007 0.0000003 649.863 832.137 EM
28 -0.16568902D+05 0.0041036 0.0000002 650.582 831.418 EM
29 -0.16568898D+05 0.0037436 0.0000002 651.271 830.729 EM
30 -0.16568894D+05 0.0034168 0.0000002 651.929 830.071 EM
31 -0.16568891D+05 0.0031198 0.0000002 652.559 829.441 EM
32 -0.16568889D+05 0.0028497 0.0000002 653.162 828.838 EM
33 -0.16568886D+05 0.0026037 0.0000002 653.738 828.262 EM
34 -0.16568884D+05 0.0023797 0.0000001 654.290 827.710 EM
35 -0.16568881D+05 0.0021754 0.0000001 654.817 827.183 EM
36 -0.16568879D+05 0.0019892 0.0000001 655.322 826.678 EM
37 -0.16568878D+05 0.0018192 0.0000001 655.805 826.195 EM
38 -0.16568876D+05 0.0016641 0.0000001 656.266 825.734 EM
39 -0.16568874D+05 0.0015224 0.0000001 656.708 825.292 EM
40 -0.16568873D+05 0.0013930 0.0000001 657.131 824.869 EM
41 -0.16568864D+05 0.0093262 0.0000006 661.565 820.435 FS
42 -0.16568861D+05 0.0028043 0.0000002 662.974 819.026 FS
43 -0.16568860D+05 0.0013164 0.0000001 664.155 817.845 FS
44 -0.16568859D+05 0.0007041 0.0000000 664.700 817.300 FS
45 -0.16568858D+05 0.0003995 0.0000000 665.264 816.736 FS
46 -0.16568858D+05 0.0002333 0.0000000 665.511 816.489 FS
47 -0.16568858D+05 0.0001382 0.0000000 665.832 816.168 FS
48 -0.16568858D+05 0.0000828 0.0000000 665.947 816.053 FS
49 -0.16568858D+05 0.0000499 0.0000000 666.145 815.855 FS
50 -0.16568858D+05 0.0000305 0.0000000 666.195 815.805 FS
51 -0.16568858D+05 0.0000187 0.0000000 666.325 815.675 FS
52 -0.16568858D+05 0.0000117 0.0000000 666.340 815.660 FS
53 -0.16568858D+05 0.0000074 0.0000000 666.430 815.570 FS
54 -0.16568858D+05 0.0000049 0.0000000 666.426 815.574 FS
55 -0.16568858D+05 0.0000032 0.0000000 666.490 815.510 FS
56 -0.16568858D+05 0.0000022 0.0000000 666.478 815.522 FS
57 -0.16568858D+05 0.0000016 0.0000000 666.526 815.474 FS
58 -0.16568858D+05 0.0000012 0.0000000 666.510 815.490 FS
59 -0.16568858D+05 0.0000009 0.0000000 666.546 815.454 FS
60 -0.16568858D+05 0.0000007 0.0000000 666.529 815.471 FS
61 -0.16568858D+05 0.0000006 0.0000000 666.558 815.442 FS
62 -0.16568858D+05 0.0000005 0.0000000 666.541 815.459 FS
63 -0.16568858D+05 0.0000004 0.0000000 666.564 815.436 FS
64 -0.16568858D+05 0.0000003 0.0000000 666.549 815.451 FS
65 -0.16568858D+05 0.0000003 0.0000000 666.568 815.432 FS
66 -0.16568858D+05 0.0000002 0.0000000 666.553 815.447 FS
67 -0.16568858D+05 0.0000002 0.0000000 666.569 815.431 FS
68 -0.16568858D+05 0.0000002 0.0000000 666.557 815.443 FS
69 -0.16568858D+05 0.0000001 0.0000000 666.570 815.430 FS
70 -0.16568858D+05 0.0000001 0.0000000 666.559 815.441 FS
71 -0.16568858D+05 0.0000001 0.0000000 666.570 815.430 FS
72 -0.16568858D+05 0.0000001 0.0000000 666.560 815.440 FS
73 -0.16568858D+05 0.0000001 0.0000000 666.570 815.430 FS
74 -0.16568858D+05 0.0000001 0.0000000 666.562 815.438 FS
75 -0.16568858D+05 0.0000001 0.0000000 666.570 815.430 FS
76 -0.16568858D+05 0.0000000 0.0000000 666.562 815.438 FS
77 -0.16568858D+05 0.0000000 0.0000000 666.569 815.431 FS
78 -0.16568858D+05 0.0000000 0.0000000 666.563 815.437 FS
Beginning Time: 22:58:17
Ending Time: 22:58:18
Elapsed Time: 00:00:01
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