Mplus VERSION 8.6
MUTHEN & MUTHEN
03/01/2021 4:46 PM
OUTPUT SECTIONS
INPUT INSTRUCTIONS TITLE: Distal outcome for regular LTA with T=2 Main effect model C1, C2 effects on Sight4 DATA: FILE = dp.analytic.dat; FORMAT = f1.0, 20f2.0; VARIABLE: NAMES = pov letrec1 begin1 ending1 sight1 wic1 letrec2 begin2 ending2 sight2 wic2 letrec3 begin3 ending3 sight3 wic3 letrec4 begin4 end4 !ending4 sight4 wic4; USEVARIABLES = pov letrec1 begin1 ending1 sight1 wic1 letrec2 begin2 ending2 sight2 wic2 ! letrec3 begin3 ending3 sight3 wic3 sight4; ! letrec4 begin4 ending4 sight4 wic4; CATEGORICAL = letrec1 begin1 ending1 sight1 wic1 letrec2 begin2 ending2 sight2 wic2 ! letrec3 begin3 ending3 sight3 wic3 sight4; ! letrec4 begin4 ending4 sight4 wic4; classes = c1(3) c2(3); missing are .; ANALYSIS: type = mixture; starts = 400 160; ! or 400 100 40: N, N/4, N/10 processors = 8; algorithm = integration; MODEL: %overall% f by letrec1-wic1* (p1-p5) letrec2-wic2* (p1-p5); f@1; [f@0]; f on pov; c2 on c1; c1 c2 on pov; sight4 on f pov; ! dot approach: %c1#1.c2#1% [sight4$1] (t11); [letrec1$1-wic1$1] (1-5) ; [letrec2$1-wic2$1] (1-5) ; %c1#1.c2#2% [sight4$1] (t12); [letrec1$1-wic1$1] (1-5) ; [letrec2$1-wic2$1] (6-10); %c1#1.c2#3% [sight4$1] (t13); [letrec1$1-wic1$1] (1-5) ; [letrec2$1-wic2$1] (11-15); %c1#2.c2#1% [sight4$1] (t21); [letrec1$1-wic1$1] (6-10); [letrec2$1-wic2$1] (1-5) ; %c1#2.c2#2% [sight4$1] (t22); [letrec1$1-wic1$1] (6-10); [letrec2$1-wic2$1] (6-10); %c1#2.c2#3% [sight4$1] (t23); [letrec1$1-wic1$1] (6-10); [letrec2$1-wic2$1] (11-15); %c1#3.c2#1% [sight4$1] (t31); [letrec1$1-wic1$1] (11-15); [letrec2$1-wic2$1] (1-5) ; %c1#3.c2#2% [sight4$1] (t32); [letrec1$1-wic1$1] (11-15); [letrec2$1-wic2$1] (6-10); %c1#3.c2#3% [sight4$1] (t33); [letrec1$1-wic1$1] (11-15); [letrec2$1-wic2$1] (11-15); model constraint: new(a b2 b3 c2 c3); ! sight4 having c1, c2 main effect influence ! c1 and c2 give rise to two dummy variable ! with slopes b2, b3 and c2, c3, respectively t11 = a; t12 = a + c2; t13 = a + c3; t21 = a + b2; t22 = a + b2 + c2; t23 = a + b2 + c3; t31 = a + b3; t32 = a + b3 + c2; t33 = a + b3 + c3; output: tech1 tech8 tech10 tech15; INPUT READING TERMINATED NORMALLY Distal outcome for regular LTA with T=2 Main effect model C1, C2 effects on Sight4 SUMMARY OF ANALYSIS Number of groups 1 Number of observations 3575 Number of dependent variables 11 Number of independent variables 1 Number of continuous latent variables 1 Number of categorical latent variables 2 Observed dependent variables Binary and ordered categorical (ordinal) LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 SIGHT4 Observed independent variables POV Continuous latent variables F Categorical latent variables C1 C2 Estimator MLR Information matrix OBSERVED Optimization Specifications for the Quasi-Newton Algorithm for Continuous Outcomes Maximum number of iterations 100 Convergence criterion 0.100D-05 Optimization Specifications for the EM Algorithm Maximum number of iterations 500 Convergence criteria Loglikelihood change 0.100D-02 Relative loglikelihood change 0.100D-05 Derivative 0.100D-02 Optimization Specifications for the M step of the EM Algorithm for Categorical Latent variables Number of M step iterations 1 M step convergence criterion 0.100D-02 Basis for M step termination ITERATION Optimization Specifications for the M step of the EM Algorithm for Censored, Binary or Ordered Categorical (Ordinal), Unordered Categorical (Nominal) and Count Outcomes Number of M step iterations 1 M step convergence criterion 0.100D-02 Basis for M step termination ITERATION Maximum value for logit thresholds 15 Minimum value for logit thresholds -15 Minimum expected cell size for chi-square 0.100D-01 Maximum number of iterations for H1 2000 Convergence criterion for H1 0.100D-03 Optimization algorithm EMA Integration Specifications Type STANDARD Number of integration points 15 Dimensions of numerical integration 1 Adaptive quadrature ON Random Starts Specifications Number of initial stage random starts 400 Number of final stage optimizations 160 Number of initial stage iterations 10 Initial stage convergence criterion 0.100D+01 Random starts scale 0.500D+01 Random seed for generating random starts 0 Parameterization LOGIT Link LOGIT Cholesky ON Input data file(s) dp.analytic.dat Input data format (F1.0, 20F2.0) SUMMARY OF DATA Number of missing data patterns 1 Number of y missing data patterns 0 Number of u missing data patterns 1 COVARIANCE COVERAGE OF DATA Minimum covariance coverage value 0.100 UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES LETREC1 Category 1 0.356 1271.000 Category 2 0.644 2304.000 BEGIN1 Category 1 0.684 2446.000 Category 2 0.316 1129.000 ENDING1 Category 1 0.817 2922.000 Category 2 0.183 653.000 SIGHT1 Category 1 0.971 3470.000 Category 2 0.029 105.000 WIC1 Category 1 0.989 3536.000 Category 2 0.011 39.000 LETREC2 Category 1 0.103 368.000 Category 2 0.897 3207.000 BEGIN2 Category 1 0.270 966.000 Category 2 0.730 2609.000 ENDING2 Category 1 0.467 1669.000 Category 2 0.533 1906.000 SIGHT2 Category 1 0.847 3028.000 Category 2 0.153 547.000 WIC2 Category 1 0.951 3399.000 Category 2 0.049 176.000 SIGHT4 Category 1 0.191 683.000 Category 2 0.809 2892.000 UNIVARIATE SAMPLE STATISTICS UNIVARIATE HIGHER-ORDER MOMENT DESCRIPTIVE STATISTICS Variable/ Mean/ Skewness/ Minimum/ % with Percentiles Sample Size Variance Kurtosis Maximum Min/Max 20%/60% 40%/80% Median POV 0.192 1.565 0.000 80.81% 0.000 0.000 0.000 3575.000 0.155 0.449 1.000 19.19% 0.000 0.000 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: -12057.545 576596 99 -12057.586 264935 281 -12057.754 790452 303 -12060.442 475420 71 -12060.702 50887 389 -12060.771 960438 116 -12060.917 848890 95 -12060.940 648555 113 -12060.946 848163 47 -12060.955 950604 172 -12060.984 966014 37 -12060.990 478421 311 -12061.013 617243 237 -12061.016 377504 294 -12061.028 597614 284 -12061.036 948615 140 -12061.041 402224 91 -12061.045 872743 374 -12061.101 930323 267 -12061.107 777045 377 -12062.112 105435 265 -12063.743 80438 246 -12063.760 637345 19 -12063.911 34346 330 -12063.992 967237 48 -12064.197 714997 399 -12065.439 587946 120 -12077.330 292884 103 -12082.593 273992 349 -12087.673 509733 130 -12092.277 835767 210 -12094.345 422103 62 -12094.588 340112 126 Unperturbed starting value run did not converge or was rejected in the third stage. 126 perturbed starting value run(s) did not converge or were rejected in the third stage. 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. ONE OR MORE PARAMETERS WERE FIXED TO AVOID SINGULARITY OF THE INFORMATION MATRIX. THE SINGULARITY IS MOST LIKELY BECAUSE THE MODEL IS NOT IDENTIFIED, OR BECAUSE OF EMPTY CELLS IN THE JOINT DISTRIBUTION OF THE CATEGORICAL VARIABLES IN THE MODEL. THE FOLLOWING PARAMETERS WERE FIXED: Parameter 42, C2#2 ON C1#1 Parameter 47, B3 Parameter 17, %C1#1.C2#2%: [ ENDING2$1 ] (equality/label) Parameter 19, %C1#1.C2#2%: [ WIC2$1 ] (equality/label) Parameter 43, C2#1 ON C1#2 THE MODEL ESTIMATION TERMINATED NORMALLY MODEL FIT INFORMATION Number of Free Parameters 40 Loglikelihood H0 Value -12057.545 H0 Scaling Correction Factor 0.8717 for MLR Information Criteria Akaike (AIC) 24195.090 Bayesian (BIC) 24442.359 Sample-Size Adjusted BIC 24315.259 (n* = (n + 2) / 24) FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE BASED ON THE ESTIMATED MODEL Latent Class Variable Class C1 1 2525.91992 0.70655 2 915.35938 0.25604 3 133.72061 0.03740 C2 1 483.28848 0.13519 2 273.16904 0.07641 3 2818.54248 0.78840 CLASSIFICATION QUALITY Entropy 0.806 LOGISTIC REGRESSION ODDS RATIO RESULTS 95% C.I. Estimate S.E. Lower 2.5% Upper 2.5% Parameters in the Overall Part of the Model (Parameters Equal in All of the Classes) SIGHT4 ON F 4.755 0.795 3.426 6.600 SIGHT4 ON POV 0.726 0.135 0.504 1.046 Categorical Latent Variables C1#1 ON POV 3.533 4.025 0.379 32.960 C1#2 ON POV 14.630 16.337 1.639 130.560 C2#1 ON POV 0.880 0.459 0.316 2.447 C2#2 ON POV 1.751 0.652 0.844 3.632 LATENT TRANSITION PROBABILITIES BASED ON THE ESTIMATED MODEL C1 Classes (Rows) by C2 Classes (Columns) 1 2 3 1 0.000 0.000 1.000 2 0.550 0.270 0.180 3 0.000 0.015 0.985 TRANSITION PROBABILITY ODDS EVALUATED AT THE SAMPLE MEAN FOR ALL COVARIATES TRANSITION TABLE ODDS AND 95% CONFIDENCE INTERVALS FOR C1 TO C2 1.000( 1.000, 1.000) 0.000( 0.000, 0.000) 5146.947(1393.276,********) 1.830( 1.289, 2.598) 1.000( 1.000, 1.000) 0.613( 0.372, 1.012) 0.000( 0.000, 0.000) 0.016( 0.003, 0.095) 1.000( 1.000, 1.000) COVARIATE EFFECTS ON TRANSITION PROBABILITY ODDS RATIOS EFFECT OF POV TRANSITION TABLE ODDS RATIO AND 95% CONFIDENCE INTERVALS FOR C1 TO C2 1.000(1.000,1.000) 1.990(1.085,3.651) 1.137(0.409,3.163) 0.502(0.274,0.922) 1.000(1.000,1.000) 0.571(0.275,1.185) 0.880(0.316,2.447) 1.751(0.844,3.632) 1.000(1.000,1.000) C-SPECIFIC CLASSIFICATION RESULTS Classification Quality for C1 Entropy 0.730 Average Latent Class Probabilities for Most Likely Latent Class Membership (Row) by Latent Class (Column) 1 2 3 1 0.912 0.038 0.050 2 0.241 0.759 0.000 3 0.198 0.017 0.785 Classification Probabilities for the Most Likely Latent Class Membership (Column) by Latent Class (Row) 1 2 3 1 0.896 0.103 0.001 2 0.104 0.896 0.000 3 0.928 0.001 0.070 Logits for the Classification Probabilities for the Most Likely Latent Class Membership (Column) by Latent Class (Row) 1 2 3 1 6.860 4.696 0.000 2 6.161 8.315 0.000 3 2.579 -4.043 0.000 Classification Quality for C2 Entropy 0.776 Average Latent Class Probabilities for Most Likely Latent Class Membership (Row) by Latent Class (Column) 1 2 3 1 0.627 0.024 0.350 2 0.216 0.777 0.007 3 0.077 0.001 0.922 Classification Probabilities for the Most Likely Latent Class Membership (Column) by Latent Class (Row) 1 2 3 1 0.380 0.152 0.468 2 0.025 0.964 0.011 3 0.036 0.001 0.963 Logits for the Classification Probabilities for the Most Likely Latent Class Membership (Column) by Latent Class (Row) 1 2 3 1 -0.209 -1.128 0.000 2 0.866 4.504 0.000 3 -3.276 -7.014 0.000 MODEL RESULTS Two-Tailed Estimate S.E. Est./S.E. P-Value Parameters in the Overall Part of the Model (Parameters Equal in All of the Classes) F BY LETREC1 1.381 0.163 8.495 0.000 BEGIN1 2.070 0.111 18.687 0.000 ENDING1 2.146 0.099 21.642 0.000 SIGHT1 3.789 0.323 11.738 0.000 WIC1 7.730 1.991 3.882 0.000 LETREC2 1.381 0.163 8.495 0.000 BEGIN2 2.070 0.111 18.687 0.000 ENDING2 2.146 0.099 21.642 0.000 SIGHT2 3.789 0.323 11.738 0.000 WIC2 7.730 1.991 3.882 0.000 F ON POV -0.535 0.088 -6.100 0.000 SIGHT4 ON F 1.559 0.167 9.323 0.000 SIGHT4 ON POV -0.320 0.186 -1.720 0.085 Intercepts F 0.000 0.000 999.000 999.000 Residual Variances F 1.000 0.000 999.000 999.000 Parameters for Class-specific Model Parts Latent Class Pattern 1 1 Thresholds LETREC1$1 -2.309 0.162 -14.209 0.000 BEGIN1$1 0.489 0.139 3.527 0.000 ENDING1$1 1.957 0.143 13.663 0.000 SIGHT1$1 7.657 0.510 14.999 0.000 WIC1$1 18.191 4.374 4.159 0.000 LETREC2$1 -2.309 0.162 -14.209 0.000 BEGIN2$1 0.489 0.139 3.527 0.000 ENDING2$1 1.957 0.143 13.663 0.000 SIGHT2$1 7.657 0.510 14.999 0.000 WIC2$1 18.191 4.374 4.159 0.000 SIGHT4$1 -4.042 0.684 -5.911 0.000 Latent Class Pattern 1 2 Thresholds LETREC1$1 -2.309 0.162 -14.209 0.000 BEGIN1$1 0.489 0.139 3.527 0.000 ENDING1$1 1.957 0.143 13.663 0.000 SIGHT1$1 7.657 0.510 14.999 0.000 WIC1$1 18.191 4.374 4.159 0.000 LETREC2$1 3.816 0.556 6.864 0.000 BEGIN2$1 6.944 0.919 7.557 0.000 ENDING2$1 32.264 0.000 999.000 999.000 SIGHT2$1 13.161 2.281 5.770 0.000 WIC2$1 53.544 0.000 999.000 999.000 SIGHT4$1 -1.632 0.519 -3.143 0.002 Latent Class Pattern 1 3 Thresholds LETREC1$1 -2.309 0.162 -14.209 0.000 BEGIN1$1 0.489 0.139 3.527 0.000 ENDING1$1 1.957 0.143 13.663 0.000 SIGHT1$1 7.657 0.510 14.999 0.000 WIC1$1 18.191 4.374 4.159 0.000 LETREC2$1 -7.170 0.931 -7.701 0.000 BEGIN2$1 -3.024 0.124 -24.300 0.000 ENDING2$1 -1.169 0.092 -12.744 0.000 SIGHT2$1 3.439 0.290 11.867 0.000 WIC2$1 11.913 2.965 4.018 0.000 SIGHT4$1 -3.140 0.156 -20.106 0.000 Latent Class Pattern 2 1 Thresholds LETREC1$1 3.816 0.556 6.864 0.000 BEGIN1$1 6.944 0.919 7.557 0.000 ENDING1$1 32.264 0.000 999.000 999.000 SIGHT1$1 13.161 2.281 5.770 0.000 WIC1$1 53.544 0.000 999.000 999.000 LETREC2$1 -2.309 0.162 -14.209 0.000 BEGIN2$1 0.489 0.139 3.527 0.000 ENDING2$1 1.957 0.143 13.663 0.000 SIGHT2$1 7.657 0.510 14.999 0.000 WIC2$1 18.191 4.374 4.159 0.000 SIGHT4$1 -1.561 0.391 -3.987 0.000 Latent Class Pattern 2 2 Thresholds LETREC1$1 3.816 0.556 6.864 0.000 BEGIN1$1 6.944 0.919 7.557 0.000 ENDING1$1 32.264 0.000 999.000 999.000 SIGHT1$1 13.161 2.281 5.770 0.000 WIC1$1 53.544 0.000 999.000 999.000 LETREC2$1 3.816 0.556 6.864 0.000 BEGIN2$1 6.944 0.919 7.557 0.000 ENDING2$1 32.264 0.000 999.000 999.000 SIGHT2$1 13.161 2.281 5.770 0.000 WIC2$1 53.544 0.000 999.000 999.000 SIGHT4$1 0.849 0.269 3.160 0.002 Latent Class Pattern 2 3 Thresholds LETREC1$1 3.816 0.556 6.864 0.000 BEGIN1$1 6.944 0.919 7.557 0.000 ENDING1$1 32.264 0.000 999.000 999.000 SIGHT1$1 13.161 2.281 5.770 0.000 WIC1$1 53.544 0.000 999.000 999.000 LETREC2$1 -7.170 0.931 -7.701 0.000 BEGIN2$1 -3.024 0.124 -24.300 0.000 ENDING2$1 -1.169 0.092 -12.744 0.000 SIGHT2$1 3.439 0.290 11.867 0.000 WIC2$1 11.913 2.965 4.018 0.000 SIGHT4$1 -0.659 0.458 -1.436 0.151 Latent Class Pattern 3 1 Thresholds LETREC1$1 -7.170 0.931 -7.701 0.000 BEGIN1$1 -3.024 0.124 -24.300 0.000 ENDING1$1 -1.169 0.092 -12.744 0.000 SIGHT1$1 3.439 0.290 11.867 0.000 WIC1$1 11.913 2.965 4.018 0.000 LETREC2$1 -2.309 0.162 -14.209 0.000 BEGIN2$1 0.489 0.139 3.527 0.000 ENDING2$1 1.957 0.143 13.663 0.000 SIGHT2$1 7.657 0.510 14.999 0.000 WIC2$1 18.191 4.374 4.159 0.000 SIGHT4$1 -30.567 0.684 -44.703 0.000 Latent Class Pattern 3 2 Thresholds LETREC1$1 -7.170 0.931 -7.701 0.000 BEGIN1$1 -3.024 0.124 -24.300 0.000 ENDING1$1 -1.169 0.092 -12.744 0.000 SIGHT1$1 3.439 0.290 11.867 0.000 WIC1$1 11.913 2.965 4.018 0.000 LETREC2$1 3.816 0.556 6.864 0.000 BEGIN2$1 6.944 0.919 7.557 0.000 ENDING2$1 32.264 0.000 999.000 999.000 SIGHT2$1 13.161 2.281 5.770 0.000 WIC2$1 53.544 0.000 999.000 999.000 SIGHT4$1 -28.157 0.519 -54.225 0.000 Latent Class Pattern 3 3 Thresholds LETREC1$1 -7.170 0.931 -7.701 0.000 BEGIN1$1 -3.024 0.124 -24.300 0.000 ENDING1$1 -1.169 0.092 -12.744 0.000 SIGHT1$1 3.439 0.290 11.867 0.000 WIC1$1 11.913 2.965 4.018 0.000 LETREC2$1 -7.170 0.931 -7.701 0.000 BEGIN2$1 -3.024 0.124 -24.300 0.000 ENDING2$1 -1.169 0.092 -12.744 0.000 SIGHT2$1 3.439 0.290 11.867 0.000 WIC2$1 11.913 2.965 4.018 0.000 SIGHT4$1 -29.665 0.156 -189.976 0.000 Categorical Latent Variables C2#1 ON C1#1 18.217 0.769 23.691 0.000 C1#2 27.857 0.000 999.000 999.000 C2#2 ON C1#1 -27.472 0.000 999.000 999.000 C1#2 4.606 0.939 4.907 0.000 C1#1 ON POV 1.262 1.139 1.108 0.268 C1#2 ON POV 2.683 1.117 2.403 0.016 C2#1 ON POV -0.128 0.522 -0.246 0.806 C2#2 ON POV 0.560 0.372 1.504 0.133 Intercepts C1#1 2.840 0.327 8.689 0.000 C1#2 1.482 0.362 4.094 0.000 C2#1 -26.716 0.434 -61.539 0.000 C2#2 -4.323 0.895 -4.832 0.000 New/Additional Parameters A -4.042 0.684 -5.911 0.000 B2 2.481 0.505 4.913 0.000 B3 -26.525 0.000 ********* 0.000 C2 2.410 0.519 4.643 0.000 C3 0.902 0.614 1.468 0.142 QUALITY OF NUMERICAL RESULTS Condition Number for the Information Matrix 0.203E-04 (ratio of smallest to largest eigenvalue) RESULTS IN PROBABILITY SCALE AVERAGED OVER THE COVARIATE SAMPLE DISTRIBUTION FOR THE CLASS PATTERNS Estimate Latent Class Pattern 1 1 LETREC1 Category 1 0.159 Category 2 0.841 BEGIN1 Category 1 0.591 Category 2 0.409 ENDING1 Category 1 0.774 Category 2 0.226 SIGHT1 Category 1 0.969 Category 2 0.031 WIC1 Category 1 0.990 Category 2 0.010 LETREC2 Category 1 0.159 Category 2 0.841 BEGIN2 Category 1 0.591 Category 2 0.409 ENDING2 Category 1 0.774 Category 2 0.226 SIGHT2 Category 1 0.969 Category 2 0.031 WIC2 Category 1 0.990 Category 2 0.010 SIGHT4 Category 1 0.053 Category 2 0.947 Latent Class Pattern 1 2 LETREC1 Category 1 0.163 Category 2 0.837 BEGIN1 Category 1 0.597 Category 2 0.403 ENDING1 Category 1 0.779 Category 2 0.221 SIGHT1 Category 1 0.970 Category 2 0.030 WIC1 Category 1 0.990 Category 2 0.010 LETREC2 Category 1 0.957 Category 2 0.043 BEGIN2 Category 1 0.994 Category 2 0.006 ENDING2 Category 1 1.000 Category 2 0.000 SIGHT2 Category 1 0.999 Category 2 0.001 WIC2 Category 1 1.000 Category 2 0.000 SIGHT4 Category 1 0.270 Category 2 0.730 Latent Class Pattern 1 3 LETREC1 Category 1 0.159 Category 2 0.841 BEGIN1 Category 1 0.592 Category 2 0.408 ENDING1 Category 1 0.775 Category 2 0.225 SIGHT1 Category 1 0.969 Category 2 0.031 WIC1 Category 1 0.990 Category 2 0.010 LETREC2 Category 1 0.002 Category 2 0.998 BEGIN2 Category 1 0.146 Category 2 0.854 ENDING2 Category 1 0.357 Category 2 0.643 SIGHT2 Category 1 0.809 Category 2 0.191 WIC2 Category 1 0.939 Category 2 0.061 SIGHT4 Category 1 0.104 Category 2 0.896 Latent Class Pattern 2 1 LETREC1 Category 1 0.961 Category 2 0.039 BEGIN1 Category 1 0.995 Category 2 0.005 ENDING1 Category 1 1.000 Category 2 0.000 SIGHT1 Category 1 0.999 Category 2 0.001 WIC1 Category 1 1.000 Category 2 0.000 LETREC2 Category 1 0.177 Category 2 0.823 BEGIN2 Category 1 0.622 Category 2 0.378 ENDING2 Category 1 0.796 Category 2 0.204 SIGHT2 Category 1 0.973 Category 2 0.027 WIC2 Category 1 0.992 Category 2 0.008 SIGHT4 Category 1 0.309 Category 2 0.691 Latent Class Pattern 2 2 LETREC1 Category 1 0.965 Category 2 0.035 BEGIN1 Category 1 0.995 Category 2 0.005 ENDING1 Category 1 1.000 Category 2 0.000 SIGHT1 Category 1 0.999 Category 2 0.001 WIC1 Category 1 1.000 Category 2 0.000 LETREC2 Category 1 0.965 Category 2 0.035 BEGIN2 Category 1 0.995 Category 2 0.005 ENDING2 Category 1 1.000 Category 2 0.000 SIGHT2 Category 1 0.999 Category 2 0.001 WIC2 Category 1 1.000 Category 2 0.000 SIGHT4 Category 1 0.724 Category 2 0.276 Latent Class Pattern 2 3 LETREC1 Category 1 0.962 Category 2 0.038 BEGIN1 Category 1 0.995 Category 2 0.005 ENDING1 Category 1 1.000 Category 2 0.000 SIGHT1 Category 1 0.999 Category 2 0.001 WIC1 Category 1 1.000 Category 2 0.000 LETREC2 Category 1 0.003 Category 2 0.997 BEGIN2 Category 1 0.170 Category 2 0.830 ENDING2 Category 1 0.393 Category 2 0.607 SIGHT2 Category 1 0.834 Category 2 0.166 WIC2 Category 1 0.949 Category 2 0.051 SIGHT4 Category 1 0.458 Category 2 0.542 Latent Class Pattern 3 1 LETREC1 Category 1 0.002 Category 2 0.998 BEGIN1 Category 1 0.140 Category 2 0.860 ENDING1 Category 1 0.346 Category 2 0.654 SIGHT1 Category 1 0.802 Category 2 0.198 WIC1 Category 1 0.936 Category 2 0.064 LETREC2 Category 1 0.154 Category 2 0.846 BEGIN2 Category 1 0.582 Category 2 0.418 ENDING2 Category 1 0.768 Category 2 0.232 SIGHT2 Category 1 0.967 Category 2 0.033 WIC2 Category 1 0.989 Category 2 0.011 SIGHT4 Category 1 0.000 Category 2 1.000 Latent Class Pattern 3 2 LETREC1 Category 1 0.002 Category 2 0.998 BEGIN1 Category 1 0.133 Category 2 0.867 ENDING1 Category 1 0.337 Category 2 0.663 SIGHT1 Category 1 0.795 Category 2 0.205 WIC1 Category 1 0.934 Category 2 0.066 LETREC2 Category 1 0.954 Category 2 0.046 BEGIN2 Category 1 0.993 Category 2 0.007 ENDING2 Category 1 1.000 Category 2 0.000 SIGHT2 Category 1 0.999 Category 2 0.001 WIC2 Category 1 1.000 Category 2 0.000 SIGHT4 Category 1 0.000 Category 2 1.000 Latent Class Pattern 3 3 LETREC1 Category 1 0.002 Category 2 0.998 BEGIN1 Category 1 0.137 Category 2 0.863 ENDING1 Category 1 0.342 Category 2 0.658 SIGHT1 Category 1 0.799 Category 2 0.201 WIC1 Category 1 0.935 Category 2 0.065 LETREC2 Category 1 0.002 Category 2 0.998 BEGIN2 Category 1 0.137 Category 2 0.863 ENDING2 Category 1 0.342 Category 2 0.658 SIGHT2 Category 1 0.799 Category 2 0.201 WIC2 Category 1 0.935 Category 2 0.065 SIGHT4 Category 1 0.000 Category 2 1.000 TECHNICAL 1 OUTPUT PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 NU LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ 0 0 0 0 0 NU LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ 0 0 0 0 0 NU SIGHT4 POV ________ ________ 0 0 LAMBDA F SIGHT4 POV ________ ________ ________ LETREC1 1 0 0 BEGIN1 2 0 0 ENDING1 3 0 0 SIGHT1 4 0 0 WIC1 5 0 0 LETREC2 1 0 0 BEGIN2 2 0 0 ENDING2 3 0 0 SIGHT2 4 0 0 WIC2 5 0 0 SIGHT4 0 0 0 POV 0 0 0 THETA LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ LETREC1 0 BEGIN1 0 0 ENDING1 0 0 0 SIGHT1 0 0 0 0 WIC1 0 0 0 0 0 LETREC2 0 0 0 0 0 BEGIN2 0 0 0 0 0 ENDING2 0 0 0 0 0 SIGHT2 0 0 0 0 0 WIC2 0 0 0 0 0 SIGHT4 0 0 0 0 0 POV 0 0 0 0 0 THETA LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ LETREC2 0 BEGIN2 0 0 ENDING2 0 0 0 SIGHT2 0 0 0 0 WIC2 0 0 0 0 0 SIGHT4 0 0 0 0 0 POV 0 0 0 0 0 THETA SIGHT4 POV ________ ________ SIGHT4 0 POV 0 0 ALPHA F SIGHT4 POV ________ ________ ________ 0 0 0 BETA F SIGHT4 POV ________ ________ ________ F 0 0 6 SIGHT4 7 0 8 POV 0 0 0 PSI F SIGHT4 POV ________ ________ ________ F 0 SIGHT4 0 0 POV 0 0 0 PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 NU LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ 0 0 0 0 0 NU LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ 0 0 0 0 0 NU SIGHT4 POV ________ ________ 0 0 LAMBDA F SIGHT4 POV ________ ________ ________ LETREC1 1 0 0 BEGIN1 2 0 0 ENDING1 3 0 0 SIGHT1 4 0 0 WIC1 5 0 0 LETREC2 1 0 0 BEGIN2 2 0 0 ENDING2 3 0 0 SIGHT2 4 0 0 WIC2 5 0 0 SIGHT4 0 0 0 POV 0 0 0 THETA LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ LETREC1 0 BEGIN1 0 0 ENDING1 0 0 0 SIGHT1 0 0 0 0 WIC1 0 0 0 0 0 LETREC2 0 0 0 0 0 BEGIN2 0 0 0 0 0 ENDING2 0 0 0 0 0 SIGHT2 0 0 0 0 0 WIC2 0 0 0 0 0 SIGHT4 0 0 0 0 0 POV 0 0 0 0 0 THETA LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ LETREC2 0 BEGIN2 0 0 ENDING2 0 0 0 SIGHT2 0 0 0 0 WIC2 0 0 0 0 0 SIGHT4 0 0 0 0 0 POV 0 0 0 0 0 THETA SIGHT4 POV ________ ________ SIGHT4 0 POV 0 0 ALPHA F SIGHT4 POV ________ ________ ________ 0 0 0 BETA F SIGHT4 POV ________ ________ ________ F 0 0 6 SIGHT4 7 0 8 POV 0 0 0 PSI F SIGHT4 POV ________ ________ ________ F 0 SIGHT4 0 0 POV 0 0 0 PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 NU LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ 0 0 0 0 0 NU LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ 0 0 0 0 0 NU SIGHT4 POV ________ ________ 0 0 LAMBDA F SIGHT4 POV ________ ________ ________ LETREC1 1 0 0 BEGIN1 2 0 0 ENDING1 3 0 0 SIGHT1 4 0 0 WIC1 5 0 0 LETREC2 1 0 0 BEGIN2 2 0 0 ENDING2 3 0 0 SIGHT2 4 0 0 WIC2 5 0 0 SIGHT4 0 0 0 POV 0 0 0 THETA LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ LETREC1 0 BEGIN1 0 0 ENDING1 0 0 0 SIGHT1 0 0 0 0 WIC1 0 0 0 0 0 LETREC2 0 0 0 0 0 BEGIN2 0 0 0 0 0 ENDING2 0 0 0 0 0 SIGHT2 0 0 0 0 0 WIC2 0 0 0 0 0 SIGHT4 0 0 0 0 0 POV 0 0 0 0 0 THETA LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ LETREC2 0 BEGIN2 0 0 ENDING2 0 0 0 SIGHT2 0 0 0 0 WIC2 0 0 0 0 0 SIGHT4 0 0 0 0 0 POV 0 0 0 0 0 THETA SIGHT4 POV ________ ________ SIGHT4 0 POV 0 0 ALPHA F SIGHT4 POV ________ ________ ________ 0 0 0 BETA F SIGHT4 POV ________ ________ ________ F 0 0 6 SIGHT4 7 0 8 POV 0 0 0 PSI F SIGHT4 POV ________ ________ ________ F 0 SIGHT4 0 0 POV 0 0 0 PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 NU LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ 0 0 0 0 0 NU LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ 0 0 0 0 0 NU SIGHT4 POV ________ ________ 0 0 LAMBDA F SIGHT4 POV ________ ________ ________ LETREC1 1 0 0 BEGIN1 2 0 0 ENDING1 3 0 0 SIGHT1 4 0 0 WIC1 5 0 0 LETREC2 1 0 0 BEGIN2 2 0 0 ENDING2 3 0 0 SIGHT2 4 0 0 WIC2 5 0 0 SIGHT4 0 0 0 POV 0 0 0 THETA LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ LETREC1 0 BEGIN1 0 0 ENDING1 0 0 0 SIGHT1 0 0 0 0 WIC1 0 0 0 0 0 LETREC2 0 0 0 0 0 BEGIN2 0 0 0 0 0 ENDING2 0 0 0 0 0 SIGHT2 0 0 0 0 0 WIC2 0 0 0 0 0 SIGHT4 0 0 0 0 0 POV 0 0 0 0 0 THETA LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ LETREC2 0 BEGIN2 0 0 ENDING2 0 0 0 SIGHT2 0 0 0 0 WIC2 0 0 0 0 0 SIGHT4 0 0 0 0 0 POV 0 0 0 0 0 THETA SIGHT4 POV ________ ________ SIGHT4 0 POV 0 0 ALPHA F SIGHT4 POV ________ ________ ________ 0 0 0 BETA F SIGHT4 POV ________ ________ ________ F 0 0 6 SIGHT4 7 0 8 POV 0 0 0 PSI F SIGHT4 POV ________ ________ ________ F 0 SIGHT4 0 0 POV 0 0 0 PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 NU LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ 0 0 0 0 0 NU LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ 0 0 0 0 0 NU SIGHT4 POV ________ ________ 0 0 LAMBDA F SIGHT4 POV ________ ________ ________ LETREC1 1 0 0 BEGIN1 2 0 0 ENDING1 3 0 0 SIGHT1 4 0 0 WIC1 5 0 0 LETREC2 1 0 0 BEGIN2 2 0 0 ENDING2 3 0 0 SIGHT2 4 0 0 WIC2 5 0 0 SIGHT4 0 0 0 POV 0 0 0 THETA LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ LETREC1 0 BEGIN1 0 0 ENDING1 0 0 0 SIGHT1 0 0 0 0 WIC1 0 0 0 0 0 LETREC2 0 0 0 0 0 BEGIN2 0 0 0 0 0 ENDING2 0 0 0 0 0 SIGHT2 0 0 0 0 0 WIC2 0 0 0 0 0 SIGHT4 0 0 0 0 0 POV 0 0 0 0 0 THETA LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ LETREC2 0 BEGIN2 0 0 ENDING2 0 0 0 SIGHT2 0 0 0 0 WIC2 0 0 0 0 0 SIGHT4 0 0 0 0 0 POV 0 0 0 0 0 THETA SIGHT4 POV ________ ________ SIGHT4 0 POV 0 0 ALPHA F SIGHT4 POV ________ ________ ________ 0 0 0 BETA F SIGHT4 POV ________ ________ ________ F 0 0 6 SIGHT4 7 0 8 POV 0 0 0 PSI F SIGHT4 POV ________ ________ ________ F 0 SIGHT4 0 0 POV 0 0 0 PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 NU LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ 0 0 0 0 0 NU LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ 0 0 0 0 0 NU SIGHT4 POV ________ ________ 0 0 LAMBDA F SIGHT4 POV ________ ________ ________ LETREC1 1 0 0 BEGIN1 2 0 0 ENDING1 3 0 0 SIGHT1 4 0 0 WIC1 5 0 0 LETREC2 1 0 0 BEGIN2 2 0 0 ENDING2 3 0 0 SIGHT2 4 0 0 WIC2 5 0 0 SIGHT4 0 0 0 POV 0 0 0 THETA LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ LETREC1 0 BEGIN1 0 0 ENDING1 0 0 0 SIGHT1 0 0 0 0 WIC1 0 0 0 0 0 LETREC2 0 0 0 0 0 BEGIN2 0 0 0 0 0 ENDING2 0 0 0 0 0 SIGHT2 0 0 0 0 0 WIC2 0 0 0 0 0 SIGHT4 0 0 0 0 0 POV 0 0 0 0 0 THETA LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ LETREC2 0 BEGIN2 0 0 ENDING2 0 0 0 SIGHT2 0 0 0 0 WIC2 0 0 0 0 0 SIGHT4 0 0 0 0 0 POV 0 0 0 0 0 THETA SIGHT4 POV ________ ________ SIGHT4 0 POV 0 0 ALPHA F SIGHT4 POV ________ ________ ________ 0 0 0 BETA F SIGHT4 POV ________ ________ ________ F 0 0 6 SIGHT4 7 0 8 POV 0 0 0 PSI F SIGHT4 POV ________ ________ ________ F 0 SIGHT4 0 0 POV 0 0 0 PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 3 1 NU LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ 0 0 0 0 0 NU LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ 0 0 0 0 0 NU SIGHT4 POV ________ ________ 0 0 LAMBDA F SIGHT4 POV ________ ________ ________ LETREC1 1 0 0 BEGIN1 2 0 0 ENDING1 3 0 0 SIGHT1 4 0 0 WIC1 5 0 0 LETREC2 1 0 0 BEGIN2 2 0 0 ENDING2 3 0 0 SIGHT2 4 0 0 WIC2 5 0 0 SIGHT4 0 0 0 POV 0 0 0 THETA LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ LETREC1 0 BEGIN1 0 0 ENDING1 0 0 0 SIGHT1 0 0 0 0 WIC1 0 0 0 0 0 LETREC2 0 0 0 0 0 BEGIN2 0 0 0 0 0 ENDING2 0 0 0 0 0 SIGHT2 0 0 0 0 0 WIC2 0 0 0 0 0 SIGHT4 0 0 0 0 0 POV 0 0 0 0 0 THETA LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ LETREC2 0 BEGIN2 0 0 ENDING2 0 0 0 SIGHT2 0 0 0 0 WIC2 0 0 0 0 0 SIGHT4 0 0 0 0 0 POV 0 0 0 0 0 THETA SIGHT4 POV ________ ________ SIGHT4 0 POV 0 0 ALPHA F SIGHT4 POV ________ ________ ________ 0 0 0 BETA F SIGHT4 POV ________ ________ ________ F 0 0 6 SIGHT4 7 0 8 POV 0 0 0 PSI F SIGHT4 POV ________ ________ ________ F 0 SIGHT4 0 0 POV 0 0 0 PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 3 2 NU LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ 0 0 0 0 0 NU LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ 0 0 0 0 0 NU SIGHT4 POV ________ ________ 0 0 LAMBDA F SIGHT4 POV ________ ________ ________ LETREC1 1 0 0 BEGIN1 2 0 0 ENDING1 3 0 0 SIGHT1 4 0 0 WIC1 5 0 0 LETREC2 1 0 0 BEGIN2 2 0 0 ENDING2 3 0 0 SIGHT2 4 0 0 WIC2 5 0 0 SIGHT4 0 0 0 POV 0 0 0 THETA LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ LETREC1 0 BEGIN1 0 0 ENDING1 0 0 0 SIGHT1 0 0 0 0 WIC1 0 0 0 0 0 LETREC2 0 0 0 0 0 BEGIN2 0 0 0 0 0 ENDING2 0 0 0 0 0 SIGHT2 0 0 0 0 0 WIC2 0 0 0 0 0 SIGHT4 0 0 0 0 0 POV 0 0 0 0 0 THETA LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ LETREC2 0 BEGIN2 0 0 ENDING2 0 0 0 SIGHT2 0 0 0 0 WIC2 0 0 0 0 0 SIGHT4 0 0 0 0 0 POV 0 0 0 0 0 THETA SIGHT4 POV ________ ________ SIGHT4 0 POV 0 0 ALPHA F SIGHT4 POV ________ ________ ________ 0 0 0 BETA F SIGHT4 POV ________ ________ ________ F 0 0 6 SIGHT4 7 0 8 POV 0 0 0 PSI F SIGHT4 POV ________ ________ ________ F 0 SIGHT4 0 0 POV 0 0 0 PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 3 3 NU LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ 0 0 0 0 0 NU LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ 0 0 0 0 0 NU SIGHT4 POV ________ ________ 0 0 LAMBDA F SIGHT4 POV ________ ________ ________ LETREC1 1 0 0 BEGIN1 2 0 0 ENDING1 3 0 0 SIGHT1 4 0 0 WIC1 5 0 0 LETREC2 1 0 0 BEGIN2 2 0 0 ENDING2 3 0 0 SIGHT2 4 0 0 WIC2 5 0 0 SIGHT4 0 0 0 POV 0 0 0 THETA LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ LETREC1 0 BEGIN1 0 0 ENDING1 0 0 0 SIGHT1 0 0 0 0 WIC1 0 0 0 0 0 LETREC2 0 0 0 0 0 BEGIN2 0 0 0 0 0 ENDING2 0 0 0 0 0 SIGHT2 0 0 0 0 0 WIC2 0 0 0 0 0 SIGHT4 0 0 0 0 0 POV 0 0 0 0 0 THETA LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ LETREC2 0 BEGIN2 0 0 ENDING2 0 0 0 SIGHT2 0 0 0 0 WIC2 0 0 0 0 0 SIGHT4 0 0 0 0 0 POV 0 0 0 0 0 THETA SIGHT4 POV ________ ________ SIGHT4 0 POV 0 0 ALPHA F SIGHT4 POV ________ ________ ________ 0 0 0 BETA F SIGHT4 POV ________ ________ ________ F 0 0 6 SIGHT4 7 0 8 POV 0 0 0 PSI F SIGHT4 POV ________ ________ ________ F 0 SIGHT4 0 0 POV 0 0 0 PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART TAU(U) FOR LATENT CLASS PATTERN 1 1 LETREC1$ BEGIN1$1 ENDING1$ SIGHT1$1 WIC1$1 ________ ________ ________ ________ ________ 9 10 11 12 13 TAU(U) FOR LATENT CLASS PATTERN 1 1 LETREC2$ BEGIN2$1 ENDING2$ SIGHT2$1 WIC2$1 ________ ________ ________ ________ ________ 9 10 11 12 13 TAU(U) FOR LATENT CLASS PATTERN 1 1 SIGHT4$1 ________ 14 TAU(U) FOR LATENT CLASS PATTERN 1 2 LETREC1$ BEGIN1$1 ENDING1$ SIGHT1$1 WIC1$1 ________ ________ ________ ________ ________ 9 10 11 12 13 TAU(U) FOR LATENT CLASS PATTERN 1 2 LETREC2$ BEGIN2$1 ENDING2$ SIGHT2$1 WIC2$1 ________ ________ ________ ________ ________ 15 16 17 18 19 TAU(U) FOR LATENT CLASS PATTERN 1 2 SIGHT4$1 ________ 20 TAU(U) FOR LATENT CLASS PATTERN 1 3 LETREC1$ BEGIN1$1 ENDING1$ SIGHT1$1 WIC1$1 ________ ________ ________ ________ ________ 9 10 11 12 13 TAU(U) FOR LATENT CLASS PATTERN 1 3 LETREC2$ BEGIN2$1 ENDING2$ SIGHT2$1 WIC2$1 ________ ________ ________ ________ ________ 21 22 23 24 25 TAU(U) FOR LATENT CLASS PATTERN 1 3 SIGHT4$1 ________ 26 TAU(U) FOR LATENT CLASS PATTERN 2 1 LETREC1$ BEGIN1$1 ENDING1$ SIGHT1$1 WIC1$1 ________ ________ ________ ________ ________ 15 16 17 18 19 TAU(U) FOR LATENT CLASS PATTERN 2 1 LETREC2$ BEGIN2$1 ENDING2$ SIGHT2$1 WIC2$1 ________ ________ ________ ________ ________ 9 10 11 12 13 TAU(U) FOR LATENT CLASS PATTERN 2 1 SIGHT4$1 ________ 27 TAU(U) FOR LATENT CLASS PATTERN 2 2 LETREC1$ BEGIN1$1 ENDING1$ SIGHT1$1 WIC1$1 ________ ________ ________ ________ ________ 15 16 17 18 19 TAU(U) FOR LATENT CLASS PATTERN 2 2 LETREC2$ BEGIN2$1 ENDING2$ SIGHT2$1 WIC2$1 ________ ________ ________ ________ ________ 15 16 17 18 19 TAU(U) FOR LATENT CLASS PATTERN 2 2 SIGHT4$1 ________ 28 TAU(U) FOR LATENT CLASS PATTERN 2 3 LETREC1$ BEGIN1$1 ENDING1$ SIGHT1$1 WIC1$1 ________ ________ ________ ________ ________ 15 16 17 18 19 TAU(U) FOR LATENT CLASS PATTERN 2 3 LETREC2$ BEGIN2$1 ENDING2$ SIGHT2$1 WIC2$1 ________ ________ ________ ________ ________ 21 22 23 24 25 TAU(U) FOR LATENT CLASS PATTERN 2 3 SIGHT4$1 ________ 29 TAU(U) FOR LATENT CLASS PATTERN 3 1 LETREC1$ BEGIN1$1 ENDING1$ SIGHT1$1 WIC1$1 ________ ________ ________ ________ ________ 21 22 23 24 25 TAU(U) FOR LATENT CLASS PATTERN 3 1 LETREC2$ BEGIN2$1 ENDING2$ SIGHT2$1 WIC2$1 ________ ________ ________ ________ ________ 9 10 11 12 13 TAU(U) FOR LATENT CLASS PATTERN 3 1 SIGHT4$1 ________ 30 TAU(U) FOR LATENT CLASS PATTERN 3 2 LETREC1$ BEGIN1$1 ENDING1$ SIGHT1$1 WIC1$1 ________ ________ ________ ________ ________ 21 22 23 24 25 TAU(U) FOR LATENT CLASS PATTERN 3 2 LETREC2$ BEGIN2$1 ENDING2$ SIGHT2$1 WIC2$1 ________ ________ ________ ________ ________ 15 16 17 18 19 TAU(U) FOR LATENT CLASS PATTERN 3 2 SIGHT4$1 ________ 31 TAU(U) FOR LATENT CLASS PATTERN 3 3 LETREC1$ BEGIN1$1 ENDING1$ SIGHT1$1 WIC1$1 ________ ________ ________ ________ ________ 21 22 23 24 25 TAU(U) FOR LATENT CLASS PATTERN 3 3 LETREC2$ BEGIN2$1 ENDING2$ SIGHT2$1 WIC2$1 ________ ________ ________ ________ ________ 21 22 23 24 25 TAU(U) FOR LATENT CLASS PATTERN 3 3 SIGHT4$1 ________ 32 PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART ALPHA(C) C1#1 C1#2 C1#3 C2#1 C2#2 ________ ________ ________ ________ ________ 33 34 0 35 36 ALPHA(C) C2#3 ________ 0 GAMMA(C) F SIGHT4 POV ________ ________ ________ C1#1 0 0 37 C1#2 0 0 38 C1#3 0 0 0 C2#1 0 0 39 C2#2 0 0 40 C2#3 0 0 0 BETA(C) C1#1 C1#2 C1#3 ________ ________ ________ C2#1 41 43 0 C2#2 42 44 0 C2#3 0 0 0 PARAMETER SPECIFICATION FOR THE ADDITIONAL PARAMETERS NEW/ADDITIONAL PARAMETERS A B2 B3 C2 C3 ________ ________ ________ ________ ________ 45 46 47 48 49 STARTING VALUES FOR LATENT CLASS PATTERN 1 1 NU LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU SIGHT4 POV ________ ________ 0.000 0.000 LAMBDA F SIGHT4 POV ________ ________ ________ LETREC1 1.000 0.000 0.000 BEGIN1 1.000 0.000 0.000 ENDING1 1.000 0.000 0.000 SIGHT1 1.000 0.000 0.000 WIC1 1.000 0.000 0.000 LETREC2 1.000 0.000 0.000 BEGIN2 1.000 0.000 0.000 ENDING2 1.000 0.000 0.000 SIGHT2 1.000 0.000 0.000 WIC2 1.000 0.000 0.000 SIGHT4 0.000 1.000 0.000 POV 0.000 0.000 1.000 THETA LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ LETREC1 1.000 BEGIN1 0.000 1.000 ENDING1 0.000 0.000 1.000 SIGHT1 0.000 0.000 0.000 1.000 WIC1 0.000 0.000 0.000 0.000 1.000 LETREC2 0.000 0.000 0.000 0.000 0.000 BEGIN2 0.000 0.000 0.000 0.000 0.000 ENDING2 0.000 0.000 0.000 0.000 0.000 SIGHT2 0.000 0.000 0.000 0.000 0.000 WIC2 0.000 0.000 0.000 0.000 0.000 SIGHT4 0.000 0.000 0.000 0.000 0.000 POV 0.000 0.000 0.000 0.000 0.000 THETA LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ LETREC2 1.000 BEGIN2 0.000 1.000 ENDING2 0.000 0.000 1.000 SIGHT2 0.000 0.000 0.000 1.000 WIC2 0.000 0.000 0.000 0.000 1.000 SIGHT4 0.000 0.000 0.000 0.000 0.000 POV 0.000 0.000 0.000 0.000 0.000 THETA SIGHT4 POV ________ ________ SIGHT4 0.000 POV 0.000 0.000 ALPHA F SIGHT4 POV ________ ________ ________ 0.000 0.000 0.000 BETA F SIGHT4 POV ________ ________ ________ F 0.000 0.000 0.000 SIGHT4 0.000 0.000 0.000 POV 0.000 0.000 0.000 PSI F SIGHT4 POV ________ ________ ________ F 1.000 SIGHT4 0.000 1.000 POV 0.000 0.000 0.078 STARTING VALUES FOR LATENT CLASS PATTERN 1 2 NU LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU SIGHT4 POV ________ ________ 0.000 0.000 LAMBDA F SIGHT4 POV ________ ________ ________ LETREC1 1.000 0.000 0.000 BEGIN1 1.000 0.000 0.000 ENDING1 1.000 0.000 0.000 SIGHT1 1.000 0.000 0.000 WIC1 1.000 0.000 0.000 LETREC2 1.000 0.000 0.000 BEGIN2 1.000 0.000 0.000 ENDING2 1.000 0.000 0.000 SIGHT2 1.000 0.000 0.000 WIC2 1.000 0.000 0.000 SIGHT4 0.000 1.000 0.000 POV 0.000 0.000 1.000 THETA LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ LETREC1 1.000 BEGIN1 0.000 1.000 ENDING1 0.000 0.000 1.000 SIGHT1 0.000 0.000 0.000 1.000 WIC1 0.000 0.000 0.000 0.000 1.000 LETREC2 0.000 0.000 0.000 0.000 0.000 BEGIN2 0.000 0.000 0.000 0.000 0.000 ENDING2 0.000 0.000 0.000 0.000 0.000 SIGHT2 0.000 0.000 0.000 0.000 0.000 WIC2 0.000 0.000 0.000 0.000 0.000 SIGHT4 0.000 0.000 0.000 0.000 0.000 POV 0.000 0.000 0.000 0.000 0.000 THETA LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ LETREC2 1.000 BEGIN2 0.000 1.000 ENDING2 0.000 0.000 1.000 SIGHT2 0.000 0.000 0.000 1.000 WIC2 0.000 0.000 0.000 0.000 1.000 SIGHT4 0.000 0.000 0.000 0.000 0.000 POV 0.000 0.000 0.000 0.000 0.000 THETA SIGHT4 POV ________ ________ SIGHT4 0.000 POV 0.000 0.000 ALPHA F SIGHT4 POV ________ ________ ________ 0.000 0.000 0.000 BETA F SIGHT4 POV ________ ________ ________ F 0.000 0.000 0.000 SIGHT4 0.000 0.000 0.000 POV 0.000 0.000 0.000 PSI F SIGHT4 POV ________ ________ ________ F 1.000 SIGHT4 0.000 1.000 POV 0.000 0.000 0.078 STARTING VALUES FOR LATENT CLASS PATTERN 1 3 NU LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU SIGHT4 POV ________ ________ 0.000 0.000 LAMBDA F SIGHT4 POV ________ ________ ________ LETREC1 1.000 0.000 0.000 BEGIN1 1.000 0.000 0.000 ENDING1 1.000 0.000 0.000 SIGHT1 1.000 0.000 0.000 WIC1 1.000 0.000 0.000 LETREC2 1.000 0.000 0.000 BEGIN2 1.000 0.000 0.000 ENDING2 1.000 0.000 0.000 SIGHT2 1.000 0.000 0.000 WIC2 1.000 0.000 0.000 SIGHT4 0.000 1.000 0.000 POV 0.000 0.000 1.000 THETA LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ LETREC1 1.000 BEGIN1 0.000 1.000 ENDING1 0.000 0.000 1.000 SIGHT1 0.000 0.000 0.000 1.000 WIC1 0.000 0.000 0.000 0.000 1.000 LETREC2 0.000 0.000 0.000 0.000 0.000 BEGIN2 0.000 0.000 0.000 0.000 0.000 ENDING2 0.000 0.000 0.000 0.000 0.000 SIGHT2 0.000 0.000 0.000 0.000 0.000 WIC2 0.000 0.000 0.000 0.000 0.000 SIGHT4 0.000 0.000 0.000 0.000 0.000 POV 0.000 0.000 0.000 0.000 0.000 THETA LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ LETREC2 1.000 BEGIN2 0.000 1.000 ENDING2 0.000 0.000 1.000 SIGHT2 0.000 0.000 0.000 1.000 WIC2 0.000 0.000 0.000 0.000 1.000 SIGHT4 0.000 0.000 0.000 0.000 0.000 POV 0.000 0.000 0.000 0.000 0.000 THETA SIGHT4 POV ________ ________ SIGHT4 0.000 POV 0.000 0.000 ALPHA F SIGHT4 POV ________ ________ ________ 0.000 0.000 0.000 BETA F SIGHT4 POV ________ ________ ________ F 0.000 0.000 0.000 SIGHT4 0.000 0.000 0.000 POV 0.000 0.000 0.000 PSI F SIGHT4 POV ________ ________ ________ F 1.000 SIGHT4 0.000 1.000 POV 0.000 0.000 0.078 STARTING VALUES FOR LATENT CLASS PATTERN 2 1 NU LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU SIGHT4 POV ________ ________ 0.000 0.000 LAMBDA F SIGHT4 POV ________ ________ ________ LETREC1 1.000 0.000 0.000 BEGIN1 1.000 0.000 0.000 ENDING1 1.000 0.000 0.000 SIGHT1 1.000 0.000 0.000 WIC1 1.000 0.000 0.000 LETREC2 1.000 0.000 0.000 BEGIN2 1.000 0.000 0.000 ENDING2 1.000 0.000 0.000 SIGHT2 1.000 0.000 0.000 WIC2 1.000 0.000 0.000 SIGHT4 0.000 1.000 0.000 POV 0.000 0.000 1.000 THETA LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ LETREC1 1.000 BEGIN1 0.000 1.000 ENDING1 0.000 0.000 1.000 SIGHT1 0.000 0.000 0.000 1.000 WIC1 0.000 0.000 0.000 0.000 1.000 LETREC2 0.000 0.000 0.000 0.000 0.000 BEGIN2 0.000 0.000 0.000 0.000 0.000 ENDING2 0.000 0.000 0.000 0.000 0.000 SIGHT2 0.000 0.000 0.000 0.000 0.000 WIC2 0.000 0.000 0.000 0.000 0.000 SIGHT4 0.000 0.000 0.000 0.000 0.000 POV 0.000 0.000 0.000 0.000 0.000 THETA LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ LETREC2 1.000 BEGIN2 0.000 1.000 ENDING2 0.000 0.000 1.000 SIGHT2 0.000 0.000 0.000 1.000 WIC2 0.000 0.000 0.000 0.000 1.000 SIGHT4 0.000 0.000 0.000 0.000 0.000 POV 0.000 0.000 0.000 0.000 0.000 THETA SIGHT4 POV ________ ________ SIGHT4 0.000 POV 0.000 0.000 ALPHA F SIGHT4 POV ________ ________ ________ 0.000 0.000 0.000 BETA F SIGHT4 POV ________ ________ ________ F 0.000 0.000 0.000 SIGHT4 0.000 0.000 0.000 POV 0.000 0.000 0.000 PSI F SIGHT4 POV ________ ________ ________ F 1.000 SIGHT4 0.000 1.000 POV 0.000 0.000 0.078 STARTING VALUES FOR LATENT CLASS PATTERN 2 2 NU LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU SIGHT4 POV ________ ________ 0.000 0.000 LAMBDA F SIGHT4 POV ________ ________ ________ LETREC1 1.000 0.000 0.000 BEGIN1 1.000 0.000 0.000 ENDING1 1.000 0.000 0.000 SIGHT1 1.000 0.000 0.000 WIC1 1.000 0.000 0.000 LETREC2 1.000 0.000 0.000 BEGIN2 1.000 0.000 0.000 ENDING2 1.000 0.000 0.000 SIGHT2 1.000 0.000 0.000 WIC2 1.000 0.000 0.000 SIGHT4 0.000 1.000 0.000 POV 0.000 0.000 1.000 THETA LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ LETREC1 1.000 BEGIN1 0.000 1.000 ENDING1 0.000 0.000 1.000 SIGHT1 0.000 0.000 0.000 1.000 WIC1 0.000 0.000 0.000 0.000 1.000 LETREC2 0.000 0.000 0.000 0.000 0.000 BEGIN2 0.000 0.000 0.000 0.000 0.000 ENDING2 0.000 0.000 0.000 0.000 0.000 SIGHT2 0.000 0.000 0.000 0.000 0.000 WIC2 0.000 0.000 0.000 0.000 0.000 SIGHT4 0.000 0.000 0.000 0.000 0.000 POV 0.000 0.000 0.000 0.000 0.000 THETA LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ LETREC2 1.000 BEGIN2 0.000 1.000 ENDING2 0.000 0.000 1.000 SIGHT2 0.000 0.000 0.000 1.000 WIC2 0.000 0.000 0.000 0.000 1.000 SIGHT4 0.000 0.000 0.000 0.000 0.000 POV 0.000 0.000 0.000 0.000 0.000 THETA SIGHT4 POV ________ ________ SIGHT4 0.000 POV 0.000 0.000 ALPHA F SIGHT4 POV ________ ________ ________ 0.000 0.000 0.000 BETA F SIGHT4 POV ________ ________ ________ F 0.000 0.000 0.000 SIGHT4 0.000 0.000 0.000 POV 0.000 0.000 0.000 PSI F SIGHT4 POV ________ ________ ________ F 1.000 SIGHT4 0.000 1.000 POV 0.000 0.000 0.078 STARTING VALUES FOR LATENT CLASS PATTERN 2 3 NU LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU SIGHT4 POV ________ ________ 0.000 0.000 LAMBDA F SIGHT4 POV ________ ________ ________ LETREC1 1.000 0.000 0.000 BEGIN1 1.000 0.000 0.000 ENDING1 1.000 0.000 0.000 SIGHT1 1.000 0.000 0.000 WIC1 1.000 0.000 0.000 LETREC2 1.000 0.000 0.000 BEGIN2 1.000 0.000 0.000 ENDING2 1.000 0.000 0.000 SIGHT2 1.000 0.000 0.000 WIC2 1.000 0.000 0.000 SIGHT4 0.000 1.000 0.000 POV 0.000 0.000 1.000 THETA LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ LETREC1 1.000 BEGIN1 0.000 1.000 ENDING1 0.000 0.000 1.000 SIGHT1 0.000 0.000 0.000 1.000 WIC1 0.000 0.000 0.000 0.000 1.000 LETREC2 0.000 0.000 0.000 0.000 0.000 BEGIN2 0.000 0.000 0.000 0.000 0.000 ENDING2 0.000 0.000 0.000 0.000 0.000 SIGHT2 0.000 0.000 0.000 0.000 0.000 WIC2 0.000 0.000 0.000 0.000 0.000 SIGHT4 0.000 0.000 0.000 0.000 0.000 POV 0.000 0.000 0.000 0.000 0.000 THETA LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ LETREC2 1.000 BEGIN2 0.000 1.000 ENDING2 0.000 0.000 1.000 SIGHT2 0.000 0.000 0.000 1.000 WIC2 0.000 0.000 0.000 0.000 1.000 SIGHT4 0.000 0.000 0.000 0.000 0.000 POV 0.000 0.000 0.000 0.000 0.000 THETA SIGHT4 POV ________ ________ SIGHT4 0.000 POV 0.000 0.000 ALPHA F SIGHT4 POV ________ ________ ________ 0.000 0.000 0.000 BETA F SIGHT4 POV ________ ________ ________ F 0.000 0.000 0.000 SIGHT4 0.000 0.000 0.000 POV 0.000 0.000 0.000 PSI F SIGHT4 POV ________ ________ ________ F 1.000 SIGHT4 0.000 1.000 POV 0.000 0.000 0.078 STARTING VALUES FOR LATENT CLASS PATTERN 3 1 NU LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU SIGHT4 POV ________ ________ 0.000 0.000 LAMBDA F SIGHT4 POV ________ ________ ________ LETREC1 1.000 0.000 0.000 BEGIN1 1.000 0.000 0.000 ENDING1 1.000 0.000 0.000 SIGHT1 1.000 0.000 0.000 WIC1 1.000 0.000 0.000 LETREC2 1.000 0.000 0.000 BEGIN2 1.000 0.000 0.000 ENDING2 1.000 0.000 0.000 SIGHT2 1.000 0.000 0.000 WIC2 1.000 0.000 0.000 SIGHT4 0.000 1.000 0.000 POV 0.000 0.000 1.000 THETA LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ LETREC1 1.000 BEGIN1 0.000 1.000 ENDING1 0.000 0.000 1.000 SIGHT1 0.000 0.000 0.000 1.000 WIC1 0.000 0.000 0.000 0.000 1.000 LETREC2 0.000 0.000 0.000 0.000 0.000 BEGIN2 0.000 0.000 0.000 0.000 0.000 ENDING2 0.000 0.000 0.000 0.000 0.000 SIGHT2 0.000 0.000 0.000 0.000 0.000 WIC2 0.000 0.000 0.000 0.000 0.000 SIGHT4 0.000 0.000 0.000 0.000 0.000 POV 0.000 0.000 0.000 0.000 0.000 THETA LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ LETREC2 1.000 BEGIN2 0.000 1.000 ENDING2 0.000 0.000 1.000 SIGHT2 0.000 0.000 0.000 1.000 WIC2 0.000 0.000 0.000 0.000 1.000 SIGHT4 0.000 0.000 0.000 0.000 0.000 POV 0.000 0.000 0.000 0.000 0.000 THETA SIGHT4 POV ________ ________ SIGHT4 0.000 POV 0.000 0.000 ALPHA F SIGHT4 POV ________ ________ ________ 0.000 0.000 0.000 BETA F SIGHT4 POV ________ ________ ________ F 0.000 0.000 0.000 SIGHT4 0.000 0.000 0.000 POV 0.000 0.000 0.000 PSI F SIGHT4 POV ________ ________ ________ F 1.000 SIGHT4 0.000 1.000 POV 0.000 0.000 0.078 STARTING VALUES FOR LATENT CLASS PATTERN 3 2 NU LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU SIGHT4 POV ________ ________ 0.000 0.000 LAMBDA F SIGHT4 POV ________ ________ ________ LETREC1 1.000 0.000 0.000 BEGIN1 1.000 0.000 0.000 ENDING1 1.000 0.000 0.000 SIGHT1 1.000 0.000 0.000 WIC1 1.000 0.000 0.000 LETREC2 1.000 0.000 0.000 BEGIN2 1.000 0.000 0.000 ENDING2 1.000 0.000 0.000 SIGHT2 1.000 0.000 0.000 WIC2 1.000 0.000 0.000 SIGHT4 0.000 1.000 0.000 POV 0.000 0.000 1.000 THETA LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ LETREC1 1.000 BEGIN1 0.000 1.000 ENDING1 0.000 0.000 1.000 SIGHT1 0.000 0.000 0.000 1.000 WIC1 0.000 0.000 0.000 0.000 1.000 LETREC2 0.000 0.000 0.000 0.000 0.000 BEGIN2 0.000 0.000 0.000 0.000 0.000 ENDING2 0.000 0.000 0.000 0.000 0.000 SIGHT2 0.000 0.000 0.000 0.000 0.000 WIC2 0.000 0.000 0.000 0.000 0.000 SIGHT4 0.000 0.000 0.000 0.000 0.000 POV 0.000 0.000 0.000 0.000 0.000 THETA LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ LETREC2 1.000 BEGIN2 0.000 1.000 ENDING2 0.000 0.000 1.000 SIGHT2 0.000 0.000 0.000 1.000 WIC2 0.000 0.000 0.000 0.000 1.000 SIGHT4 0.000 0.000 0.000 0.000 0.000 POV 0.000 0.000 0.000 0.000 0.000 THETA SIGHT4 POV ________ ________ SIGHT4 0.000 POV 0.000 0.000 ALPHA F SIGHT4 POV ________ ________ ________ 0.000 0.000 0.000 BETA F SIGHT4 POV ________ ________ ________ F 0.000 0.000 0.000 SIGHT4 0.000 0.000 0.000 POV 0.000 0.000 0.000 PSI F SIGHT4 POV ________ ________ ________ F 1.000 SIGHT4 0.000 1.000 POV 0.000 0.000 0.078 STARTING VALUES FOR LATENT CLASS PATTERN 3 3 NU LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 NU SIGHT4 POV ________ ________ 0.000 0.000 LAMBDA F SIGHT4 POV ________ ________ ________ LETREC1 1.000 0.000 0.000 BEGIN1 1.000 0.000 0.000 ENDING1 1.000 0.000 0.000 SIGHT1 1.000 0.000 0.000 WIC1 1.000 0.000 0.000 LETREC2 1.000 0.000 0.000 BEGIN2 1.000 0.000 0.000 ENDING2 1.000 0.000 0.000 SIGHT2 1.000 0.000 0.000 WIC2 1.000 0.000 0.000 SIGHT4 0.000 1.000 0.000 POV 0.000 0.000 1.000 THETA LETREC1 BEGIN1 ENDING1 SIGHT1 WIC1 ________ ________ ________ ________ ________ LETREC1 1.000 BEGIN1 0.000 1.000 ENDING1 0.000 0.000 1.000 SIGHT1 0.000 0.000 0.000 1.000 WIC1 0.000 0.000 0.000 0.000 1.000 LETREC2 0.000 0.000 0.000 0.000 0.000 BEGIN2 0.000 0.000 0.000 0.000 0.000 ENDING2 0.000 0.000 0.000 0.000 0.000 SIGHT2 0.000 0.000 0.000 0.000 0.000 WIC2 0.000 0.000 0.000 0.000 0.000 SIGHT4 0.000 0.000 0.000 0.000 0.000 POV 0.000 0.000 0.000 0.000 0.000 THETA LETREC2 BEGIN2 ENDING2 SIGHT2 WIC2 ________ ________ ________ ________ ________ LETREC2 1.000 BEGIN2 0.000 1.000 ENDING2 0.000 0.000 1.000 SIGHT2 0.000 0.000 0.000 1.000 WIC2 0.000 0.000 0.000 0.000 1.000 SIGHT4 0.000 0.000 0.000 0.000 0.000 POV 0.000 0.000 0.000 0.000 0.000 THETA SIGHT4 POV ________ ________ SIGHT4 0.000 POV 0.000 0.000 ALPHA F SIGHT4 POV ________ ________ ________ 0.000 0.000 0.000 BETA F SIGHT4 POV ________ ________ ________ F 0.000 0.000 0.000 SIGHT4 0.000 0.000 0.000 POV 0.000 0.000 0.000 PSI F SIGHT4 POV ________ ________ ________ F 1.000 SIGHT4 0.000 1.000 POV 0.000 0.000 0.078 STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART TAU(U) FOR LATENT CLASS PATTERN 1 1 LETREC1$ BEGIN1$1 ENDING1$ SIGHT1$1 WIC1$1 ________ ________ ________ ________ ________ -2.213 -0.944 -0.151 1.771 2.901 TAU(U) FOR LATENT CLASS PATTERN 1 1 LETREC2$ BEGIN2$1 ENDING2$ SIGHT2$1 WIC2$1 ________ ________ ________ ________ ________ -2.213 -0.944 -0.151 1.771 2.901 TAU(U) FOR LATENT CLASS PATTERN 1 1 SIGHT4$1 ________ -3.443 TAU(U) FOR LATENT CLASS PATTERN 1 2 LETREC1$ BEGIN1$1 ENDING1$ SIGHT1$1 WIC1$1 ________ ________ ________ ________ ________ -2.213 -0.944 -0.151 1.771 2.901 TAU(U) FOR LATENT CLASS PATTERN 1 2 LETREC2$ BEGIN2$1 ENDING2$ SIGHT2$1 WIC2$1 ________ ________ ________ ________ ________ -1.380 -0.110 0.683 2.605 3.734 TAU(U) FOR LATENT CLASS PATTERN 1 2 SIGHT4$1 ________ -2.443 TAU(U) FOR LATENT CLASS PATTERN 1 3 LETREC1$ BEGIN1$1 ENDING1$ SIGHT1$1 WIC1$1 ________ ________ ________ ________ ________ -2.213 -0.944 -0.151 1.771 2.901 TAU(U) FOR LATENT CLASS PATTERN 1 3 LETREC2$ BEGIN2$1 ENDING2$ SIGHT2$1 WIC2$1 ________ ________ ________ ________ ________ -0.547 0.723 1.516 3.438 4.567 TAU(U) FOR LATENT CLASS PATTERN 1 3 SIGHT4$1 ________ -2.443 TAU(U) FOR LATENT CLASS PATTERN 2 1 LETREC1$ BEGIN1$1 ENDING1$ SIGHT1$1 WIC1$1 ________ ________ ________ ________ ________ -1.380 -0.110 0.683 2.605 3.734 TAU(U) FOR LATENT CLASS PATTERN 2 1 LETREC2$ BEGIN2$1 ENDING2$ SIGHT2$1 WIC2$1 ________ ________ ________ ________ ________ -2.213 -0.944 -0.151 1.771 2.901 TAU(U) FOR LATENT CLASS PATTERN 2 1 SIGHT4$1 ________ -1.443 TAU(U) FOR LATENT CLASS PATTERN 2 2 LETREC1$ BEGIN1$1 ENDING1$ SIGHT1$1 WIC1$1 ________ ________ ________ ________ ________ -1.380 -0.110 0.683 2.605 3.734 TAU(U) FOR LATENT CLASS PATTERN 2 2 LETREC2$ BEGIN2$1 ENDING2$ SIGHT2$1 WIC2$1 ________ ________ ________ ________ ________ -1.380 -0.110 0.683 2.605 3.734 TAU(U) FOR LATENT CLASS PATTERN 2 2 SIGHT4$1 ________ -1.443 TAU(U) FOR LATENT CLASS PATTERN 2 3 LETREC1$ BEGIN1$1 ENDING1$ SIGHT1$1 WIC1$1 ________ ________ ________ ________ ________ -1.380 -0.110 0.683 2.605 3.734 TAU(U) FOR LATENT CLASS PATTERN 2 3 LETREC2$ BEGIN2$1 ENDING2$ SIGHT2$1 WIC2$1 ________ ________ ________ ________ ________ -0.547 0.723 1.516 3.438 4.567 TAU(U) FOR LATENT CLASS PATTERN 2 3 SIGHT4$1 ________ -1.443 TAU(U) FOR LATENT CLASS PATTERN 3 1 LETREC1$ BEGIN1$1 ENDING1$ SIGHT1$1 WIC1$1 ________ ________ ________ ________ ________ -0.547 0.723 1.516 3.438 4.567 TAU(U) FOR LATENT CLASS PATTERN 3 1 LETREC2$ BEGIN2$1 ENDING2$ SIGHT2$1 WIC2$1 ________ ________ ________ ________ ________ -2.213 -0.944 -0.151 1.771 2.901 TAU(U) FOR LATENT CLASS PATTERN 3 1 SIGHT4$1 ________ -0.443 TAU(U) FOR LATENT CLASS PATTERN 3 2 LETREC1$ BEGIN1$1 ENDING1$ SIGHT1$1 WIC1$1 ________ ________ ________ ________ ________ -0.547 0.723 1.516 3.438 4.567 TAU(U) FOR LATENT CLASS PATTERN 3 2 LETREC2$ BEGIN2$1 ENDING2$ SIGHT2$1 WIC2$1 ________ ________ ________ ________ ________ -1.380 -0.110 0.683 2.605 3.734 TAU(U) FOR LATENT CLASS PATTERN 3 2 SIGHT4$1 ________ -0.443 TAU(U) FOR LATENT CLASS PATTERN 3 3 LETREC1$ BEGIN1$1 ENDING1$ SIGHT1$1 WIC1$1 ________ ________ ________ ________ ________ -0.547 0.723 1.516 3.438 4.567 TAU(U) FOR LATENT CLASS PATTERN 3 3 LETREC2$ BEGIN2$1 ENDING2$ SIGHT2$1 WIC2$1 ________ ________ ________ ________ ________ -0.547 0.723 1.516 3.438 4.567 TAU(U) FOR LATENT CLASS PATTERN 3 3 SIGHT4$1 ________ 0.557 STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART ALPHA(C) C1#1 C1#2 C1#3 C2#1 C2#2 ________ ________ ________ ________ ________ 0.000 0.000 0.000 0.000 0.000 ALPHA(C) C2#3 ________ 0.000 GAMMA(C) F SIGHT4 POV ________ ________ ________ C1#1 0.000 0.000 0.000 C1#2 0.000 0.000 0.000 C1#3 0.000 0.000 0.000 C2#1 0.000 0.000 0.000 C2#2 0.000 0.000 0.000 C2#3 0.000 0.000 0.000 BETA(C) C1#1 C1#2 C1#3 ________ ________ ________ C2#1 0.000 0.000 0.000 C2#2 0.000 0.000 0.000 C2#3 0.000 0.000 0.000 STARTING VALUES FOR THE ADDITIONAL PARAMETERS NEW/ADDITIONAL PARAMETERS A B2 B3 C2 C3 ________ ________ ________ ________ ________ 0.500 0.500 0.500 0.500 0.500 TECHNICAL 10 OUTPUT TECH10 OUTPUT FOR CATEGORICAL VARIABLES IS NOT AVAILABLE FOR MODELS WITH COVARIATES. TECHNICAL 15 OUTPUT ESTIMATED CONDITIONAL PROBABILITIES FOR THE LATENT CLASS VARIABLES EVALUATED AT THE SAMPLE MEAN FOR ALL COVARIATES P(C1=1)=0.680 P(C1=2)=0.295 P(C1=3)=0.025 P(C2=1|C1=1)=0.000 P(C2=2|C1=1)=0.000 P(C2=3|C1=1)=1.000 P(C2=1|C1=2)=0.532 P(C2=2|C1=2)=0.290 P(C2=3|C1=2)=0.178 P(C2=1|C1=3)=0.000 P(C2=2|C1=3)=0.016 P(C2=3|C1=3)=0.984 ESTIMATED MARGINAL PROBABILITIES FOR THE LATENT CLASS VARIABLES EVALUATED AT THE SAMPLE MEAN FOR ALL COVARIATES P(C2=1)=0.157 P(C2=2)=0.086 P(C2=3)=0.757 FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES BASED ON THE ESTIMATED MODEL Latent Class Pattern 1 1 0.50637 0.00014 1 2 0.00000 0.00000 1 3 2525.41361 0.70641 2 1 482.78212 0.13504 2 2 271.36732 0.07591 2 3 161.20997 0.04509 3 1 0.00000 0.00000 3 2 1.80172 0.00050 3 3 131.91890 0.03690 FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES BASED ON ESTIMATED POSTERIOR PROBABILITIES Latent Class Pattern 1 1 0.48622 0.00014 1 2 0.00000 0.00000 1 3 2525.49911 0.70643 2 1 482.63681 0.13500 2 2 271.36047 0.07591 2 3 161.22496 0.04510 3 1 0.00000 0.00000 3 2 1.80191 0.00050 3 3 131.99052 0.03692 FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE BASED ON ESTIMATED POSTERIOR PROBABILITIES Latent Class Variable Class C1 1 2525.98533 0.70657 2 915.22224 0.25601 3 133.79243 0.03742 C2 1 483.12303 0.13514 2 273.16238 0.07641 3 2818.71459 0.78845 FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN Class Counts and Proportions Latent Class Pattern 1 1 0 0.00000 1 2 0 0.00000 1 3 2483 0.69455 2 1 293 0.08196 2 2 337 0.09427 2 3 450 0.12587 3 1 0 0.00000 3 2 2 0.00056 3 3 10 0.00280 FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN Latent Class Variable Class C1 1 2483 0.69455 2 1080 0.30210 3 12 0.00336 C2 1 293 0.08196 2 339 0.09483 3 2943 0.82322 LATENT CLASS INDICATOR ODDS RATIOS FOR THE LATENT CLASSES 95% C.I. Estimate S.E. Lower 2.5% Upper 2.5% Latent Class Pattern 1 1 Compared to Latent Class Pattern 1 2 LETREC1 Category > 1 1.000 0.000 1.000 1.000 BEGIN1 Category > 1 1.000 0.000 1.000 1.000 ENDING1 Category > 1 1.000 0.000 1.000 1.000 SIGHT1 Category > 1 1.000 0.000 1.000 1.000 WIC1 Category > 1 1.000 0.000 1.000 1.000 LETREC2 Category > 1 456.928 237.963 164.643 1268.098 BEGIN2 Category > 1 636.058 599.890 100.157 4039.353 ENDING2 Category > 1 ********* ********* ********* ********* SIGHT2 Category > 1 245.809 550.469 3.050 19807.482 WIC2 Category > 1 ********* ********* 618.068 ********* SIGHT4 Category > 1 11.130 5.777 4.024 30.782 Latent Class Pattern 1 1 Compared to Latent Class Pattern 1 3 LETREC1 Category > 1 1.000 0.000 1.000 1.000 BEGIN1 Category > 1 1.000 0.000 1.000 1.000 ENDING1 Category > 1 1.000 0.000 1.000 1.000 SIGHT1 Category > 1 1.000 0.000 1.000 1.000 WIC1 Category > 1 1.000 0.000 1.000 1.000 LETREC2 Category > 1 0.008 0.007 0.001 0.048 BEGIN2 Category > 1 0.030 0.005 0.022 0.041 ENDING2 Category > 1 0.044 0.007 0.033 0.059 SIGHT2 Category > 1 0.015 0.004 0.008 0.026 WIC2 Category > 1 0.002 0.003 0.000 0.036 SIGHT4 Category > 1 2.465 1.515 0.739 8.219 Latent Class Pattern 1 1 Compared to Latent Class Pattern 2 1 LETREC1 Category > 1 456.928 237.963 164.643 1268.098 BEGIN1 Category > 1 636.058 599.890 100.157 4039.353 ENDING1 Category > 1 ********* ********* ********* ********* SIGHT1 Category > 1 245.809 550.469 3.050 19807.482 WIC1 Category > 1 ********* ********* 618.068 ********* LETREC2 Category > 1 1.000 0.000 1.000 1.000 BEGIN2 Category > 1 1.000 0.000 1.000 1.000 ENDING2 Category > 1 1.000 0.000 1.000 1.000 SIGHT2 Category > 1 1.000 0.000 1.000 1.000 WIC2 Category > 1 1.000 0.000 1.000 1.000 SIGHT4 Category > 1 11.953 6.036 4.443 32.160 Latent Class Pattern 1 1 Compared to Latent Class Pattern 2 2 LETREC1 Category > 1 456.928 237.963 164.643 1268.098 BEGIN1 Category > 1 636.058 599.890 100.157 4039.353 ENDING1 Category > 1 ********* ********* ********* ********* SIGHT1 Category > 1 245.809 550.469 3.050 19807.482 WIC1 Category > 1 ********* ********* 618.068 ********* LETREC2 Category > 1 456.928 237.963 164.643 1268.098 BEGIN2 Category > 1 636.058 599.890 100.157 4039.353 ENDING2 Category > 1 ********* ********* ********* ********* SIGHT2 Category > 1 245.809 550.469 3.050 19807.482 WIC2 Category > 1 ********* ********* 618.068 ********* SIGHT4 Category > 1 133.040 106.538 27.691 639.191 Latent Class Pattern 1 1 Compared to Latent Class Pattern 2 3 LETREC1 Category > 1 456.928 237.963 164.643 1268.098 BEGIN1 Category > 1 636.058 599.890 100.157 4039.353 ENDING1 Category > 1 ********* ********* ********* ********* SIGHT1 Category > 1 245.809 550.469 3.050 19807.482 WIC1 Category > 1 ********* ********* 618.068 ********* LETREC2 Category > 1 0.008 0.007 0.001 0.048 BEGIN2 Category > 1 0.030 0.005 0.022 0.041 ENDING2 Category > 1 0.044 0.007 0.033 0.059 SIGHT2 Category > 1 0.015 0.004 0.008 0.026 WIC2 Category > 1 0.002 0.003 0.000 0.036 SIGHT4 Category > 1 29.461 31.356 3.659 237.247 Latent Class Pattern 1 1 Compared to Latent Class Pattern 3 1 LETREC1 Category > 1 0.008 0.007 0.001 0.048 BEGIN1 Category > 1 0.030 0.005 0.022 0.041 ENDING1 Category > 1 0.044 0.007 0.033 0.059 SIGHT1 Category > 1 0.015 0.004 0.008 0.026 WIC1 Category > 1 0.002 0.003 0.000 0.036 LETREC2 Category > 1 1.000 0.000 1.000 1.000 BEGIN2 Category > 1 1.000 0.000 1.000 1.000 ENDING2 Category > 1 1.000 0.000 1.000 1.000 SIGHT2 Category > 1 1.000 0.000 1.000 1.000 WIC2 Category > 1 1.000 0.000 1.000 1.000 SIGHT4 Category > 1 0.000 0.000 0.000 0.000 Latent Class Pattern 1 1 Compared to Latent Class Pattern 3 2 LETREC1 Category > 1 0.008 0.007 0.001 0.048 BEGIN1 Category > 1 0.030 0.005 0.022 0.041 ENDING1 Category > 1 0.044 0.007 0.033 0.059 SIGHT1 Category > 1 0.015 0.004 0.008 0.026 WIC1 Category > 1 0.002 0.003 0.000 0.036 LETREC2 Category > 1 456.928 237.963 164.643 1268.098 BEGIN2 Category > 1 636.058 599.890 100.157 4039.353 ENDING2 Category > 1 ********* ********* ********* ********* SIGHT2 Category > 1 245.809 550.469 3.050 19807.482 WIC2 Category > 1 ********* ********* 618.068 ********* SIGHT4 Category > 1 0.000 0.000 0.000 0.000 Latent Class Pattern 1 1 Compared to Latent Class Pattern 3 3 LETREC1 Category > 1 0.008 0.007 0.001 0.048 BEGIN1 Category > 1 0.030 0.005 0.022 0.041 ENDING1 Category > 1 0.044 0.007 0.033 0.059 SIGHT1 Category > 1 0.015 0.004 0.008 0.026 WIC1 Category > 1 0.002 0.003 0.000 0.036 LETREC2 Category > 1 0.008 0.007 0.001 0.048 BEGIN2 Category > 1 0.030 0.005 0.022 0.041 ENDING2 Category > 1 0.044 0.007 0.033 0.059 SIGHT2 Category > 1 0.015 0.004 0.008 0.026 WIC2 Category > 1 0.002 0.003 0.000 0.036 SIGHT4 Category > 1 0.000 0.000 0.000 0.000 Latent Class Pattern 1 2 Compared to Latent Class Pattern 1 3 LETREC1 Category > 1 1.000 0.000 1.000 1.000 BEGIN1 Category > 1 1.000 0.000 1.000 1.000 ENDING1 Category > 1 1.000 0.000 1.000 1.000 SIGHT1 Category > 1 1.000 0.000 1.000 1.000 WIC1 Category > 1 1.000 0.000 1.000 1.000 LETREC2 Category > 1 0.000 0.000 0.000 0.000 BEGIN2 Category > 1 0.000 0.000 0.000 0.000 ENDING2 Category > 1 0.000 0.000 0.000 0.000 SIGHT2 Category > 1 0.000 0.000 0.000 0.005 WIC2 Category > 1 0.000 0.000 0.000 0.000 SIGHT4 Category > 1 0.221 0.104 0.088 0.557 Latent Class Pattern 1 2 Compared to Latent Class Pattern 2 1 LETREC1 Category > 1 456.928 237.963 164.643 1268.098 BEGIN1 Category > 1 636.058 599.890 100.157 4039.353 ENDING1 Category > 1 ********* ********* ********* ********* SIGHT1 Category > 1 245.809 550.469 3.050 19807.482 WIC1 Category > 1 ********* ********* 618.068 ********* LETREC2 Category > 1 0.002 0.001 0.001 0.006 BEGIN2 Category > 1 0.002 0.001 0.000 0.010 ENDING2 Category > 1 0.000 0.000 0.000 0.000 SIGHT2 Category > 1 0.004 0.009 0.000 0.328 WIC2 Category > 1 0.000 0.000 0.000 0.002 SIGHT4 Category > 1 1.074 0.686 0.307 3.753 Latent Class Pattern 1 2 Compared to Latent Class Pattern 2 2 LETREC1 Category > 1 456.928 237.963 164.643 1268.098 BEGIN1 Category > 1 636.058 599.890 100.157 4039.353 ENDING1 Category > 1 ********* ********* ********* ********* SIGHT1 Category > 1 245.809 550.469 3.050 19807.482 WIC1 Category > 1 ********* ********* 618.068 ********* LETREC2 Category > 1 1.000 0.000 1.000 1.000 BEGIN2 Category > 1 1.000 0.000 1.000 1.000 ENDING2 Category > 1 1.000 0.000 1.000 1.000 SIGHT2 Category > 1 1.000 0.000 1.000 1.000 WIC2 Category > 1 1.000 0.000 1.000 1.000 SIGHT4 Category > 1 11.953 6.036 4.443 32.160 Latent Class Pattern 1 2 Compared to Latent Class Pattern 2 3 LETREC1 Category > 1 456.928 237.963 164.643 1268.098 BEGIN1 Category > 1 636.058 599.890 100.157 4039.353 ENDING1 Category > 1 ********* ********* ********* ********* SIGHT1 Category > 1 245.809 550.469 3.050 19807.482 WIC1 Category > 1 ********* ********* 618.068 ********* LETREC2 Category > 1 0.000 0.000 0.000 0.000 BEGIN2 Category > 1 0.000 0.000 0.000 0.000 ENDING2 Category > 1 0.000 0.000 0.000 0.000 SIGHT2 Category > 1 0.000 0.000 0.000 0.005 WIC2 Category > 1 0.000 0.000 0.000 0.000 SIGHT4 Category > 1 2.647 2.454 0.430 16.288 Latent Class Pattern 1 2 Compared to Latent Class Pattern 3 1 LETREC1 Category > 1 0.008 0.007 0.001 0.048 BEGIN1 Category > 1 0.030 0.005 0.022 0.041 ENDING1 Category > 1 0.044 0.007 0.033 0.059 SIGHT1 Category > 1 0.015 0.004 0.008 0.026 WIC1 Category > 1 0.002 0.003 0.000 0.036 LETREC2 Category > 1 0.002 0.001 0.001 0.006 BEGIN2 Category > 1 0.002 0.001 0.000 0.010 ENDING2 Category > 1 0.000 0.000 0.000 0.000 SIGHT2 Category > 1 0.004 0.009 0.000 0.328 WIC2 Category > 1 0.000 0.000 0.000 0.002 SIGHT4 Category > 1 0.000 0.000 0.000 0.000 Latent Class Pattern 1 2 Compared to Latent Class Pattern 3 2 LETREC1 Category > 1 0.008 0.007 0.001 0.048 BEGIN1 Category > 1 0.030 0.005 0.022 0.041 ENDING1 Category > 1 0.044 0.007 0.033 0.059 SIGHT1 Category > 1 0.015 0.004 0.008 0.026 WIC1 Category > 1 0.002 0.003 0.000 0.036 LETREC2 Category > 1 1.000 0.000 1.000 1.000 BEGIN2 Category > 1 1.000 0.000 1.000 1.000 ENDING2 Category > 1 1.000 0.000 1.000 1.000 SIGHT2 Category > 1 1.000 0.000 1.000 1.000 WIC2 Category > 1 1.000 0.000 1.000 1.000 SIGHT4 Category > 1 0.000 0.000 0.000 0.000 Latent Class Pattern 1 2 Compared to Latent Class Pattern 3 3 LETREC1 Category > 1 0.008 0.007 0.001 0.048 BEGIN1 Category > 1 0.030 0.005 0.022 0.041 ENDING1 Category > 1 0.044 0.007 0.033 0.059 SIGHT1 Category > 1 0.015 0.004 0.008 0.026 WIC1 Category > 1 0.002 0.003 0.000 0.036 LETREC2 Category > 1 0.000 0.000 0.000 0.000 BEGIN2 Category > 1 0.000 0.000 0.000 0.000 ENDING2 Category > 1 0.000 0.000 0.000 0.000 SIGHT2 Category > 1 0.000 0.000 0.000 0.005 WIC2 Category > 1 0.000 0.000 0.000 0.000 SIGHT4 Category > 1 0.000 0.000 0.000 0.000 Latent Class Pattern 1 3 Compared to Latent Class Pattern 2 1 LETREC1 Category > 1 456.928 237.963 164.643 1268.098 BEGIN1 Category > 1 636.058 599.890 100.157 4039.353 ENDING1 Category > 1 ********* ********* ********* ********* SIGHT1 Category > 1 245.809 550.469 3.050 19807.482 WIC1 Category > 1 ********* ********* 618.068 ********* LETREC2 Category > 1 129.261 120.201 20.889 799.873 BEGIN2 Category > 1 33.565 5.575 24.239 46.480 ENDING2 Category > 1 22.778 3.379 17.031 30.463 SIGHT2 Category > 1 67.883 19.928 38.184 120.684 WIC2 Category > 1 532.618 803.342 27.703 10239.947 SIGHT4 Category > 1 4.850 1.765 2.376 9.897 Latent Class Pattern 1 3 Compared to Latent Class Pattern 2 2 LETREC1 Category > 1 456.928 237.963 164.643 1268.098 BEGIN1 Category > 1 636.058 599.890 100.157 4039.353 ENDING1 Category > 1 ********* ********* ********* ********* SIGHT1 Category > 1 245.809 550.469 3.050 19807.482 WIC1 Category > 1 ********* ********* 618.068 ********* LETREC2 Category > 1 59062.809 59479.824 8205.155 ********* BEGIN2 Category > 1 21349.414 20312.744 3307.512 ********* ENDING2 Category > 1 ********* ********* ********* ********* SIGHT2 Category > 1 16686.303 37783.062 197.213 ********* WIC2 Category > 1 ********* ********* 9788.979 ********* SIGHT4 Category > 1 53.977 16.459 29.693 98.122 Latent Class Pattern 1 3 Compared to Latent Class Pattern 2 3 LETREC1 Category > 1 456.928 237.963 164.643 1268.098 BEGIN1 Category > 1 636.058 599.890 100.157 4039.353 ENDING1 Category > 1 ********* ********* ********* ********* SIGHT1 Category > 1 245.809 550.469 3.050 19807.482 WIC1 Category > 1 ********* ********* 618.068 ********* LETREC2 Category > 1 1.000 0.000 1.000 1.000 BEGIN2 Category > 1 1.000 0.000 1.000 1.000 ENDING2 Category > 1 1.000 0.000 1.000 1.000 SIGHT2 Category > 1 1.000 0.000 1.000 1.000 WIC2 Category > 1 1.000 0.000 1.000 1.000 SIGHT4 Category > 1 11.953 6.036 4.443 32.160 Latent Class Pattern 1 3 Compared to Latent Class Pattern 3 1 LETREC1 Category > 1 0.008 0.007 0.001 0.048 BEGIN1 Category > 1 0.030 0.005 0.022 0.041 ENDING1 Category > 1 0.044 0.007 0.033 0.059 SIGHT1 Category > 1 0.015 0.004 0.008 0.026 WIC1 Category > 1 0.002 0.003 0.000 0.036 LETREC2 Category > 1 129.261 120.201 20.889 799.873 BEGIN2 Category > 1 33.565 5.575 24.239 46.480 ENDING2 Category > 1 22.778 3.379 17.031 30.463 SIGHT2 Category > 1 67.883 19.928 38.184 120.684 WIC2 Category > 1 532.618 803.342 27.703 10239.947 SIGHT4 Category > 1 0.000 0.000 0.000 0.000 Latent Class Pattern 1 3 Compared to Latent Class Pattern 3 2 LETREC1 Category > 1 0.008 0.007 0.001 0.048 BEGIN1 Category > 1 0.030 0.005 0.022 0.041 ENDING1 Category > 1 0.044 0.007 0.033 0.059 SIGHT1 Category > 1 0.015 0.004 0.008 0.026 WIC1 Category > 1 0.002 0.003 0.000 0.036 LETREC2 Category > 1 59062.809 59479.824 8205.155 ********* BEGIN2 Category > 1 21349.414 20312.744 3307.512 ********* ENDING2 Category > 1 ********* ********* ********* ********* SIGHT2 Category > 1 16686.303 37783.062 197.213 ********* WIC2 Category > 1 ********* ********* 9788.979 ********* SIGHT4 Category > 1 0.000 0.000 0.000 0.000 Latent Class Pattern 1 3 Compared to Latent Class Pattern 3 3 LETREC1 Category > 1 0.008 0.007 0.001 0.048 BEGIN1 Category > 1 0.030 0.005 0.022 0.041 ENDING1 Category > 1 0.044 0.007 0.033 0.059 SIGHT1 Category > 1 0.015 0.004 0.008 0.026 WIC1 Category > 1 0.002 0.003 0.000 0.036 LETREC2 Category > 1 1.000 0.000 1.000 1.000 BEGIN2 Category > 1 1.000 0.000 1.000 1.000 ENDING2 Category > 1 1.000 0.000 1.000 1.000 SIGHT2 Category > 1 1.000 0.000 1.000 1.000 WIC2 Category > 1 1.000 0.000 1.000 1.000 SIGHT4 Category > 1 0.000 0.000 0.000 0.000 Latent Class Pattern 2 1 Compared to Latent Class Pattern 2 2 LETREC1 Category > 1 1.000 0.000 1.000 1.000 BEGIN1 Category > 1 1.000 0.000 1.000 1.000 ENDING1 Category > 1 1.000 0.000 1.000 1.000 SIGHT1 Category > 1 1.000 0.000 1.000 1.000 WIC1 Category > 1 1.000 0.000 1.000 1.000 LETREC2 Category > 1 456.928 237.963 164.643 1268.098 BEGIN2 Category > 1 636.058 599.890 100.157 4039.353 ENDING2 Category > 1 ********* ********* ********* ********* SIGHT2 Category > 1 245.809 550.469 3.050 19807.482 WIC2 Category > 1 ********* ********* 618.068 ********* SIGHT4 Category > 1 11.130 5.777 4.024 30.782 Latent Class Pattern 2 1 Compared to Latent Class Pattern 2 3 LETREC1 Category > 1 1.000 0.000 1.000 1.000 BEGIN1 Category > 1 1.000 0.000 1.000 1.000 ENDING1 Category > 1 1.000 0.000 1.000 1.000 SIGHT1 Category > 1 1.000 0.000 1.000 1.000 WIC1 Category > 1 1.000 0.000 1.000 1.000 LETREC2 Category > 1 0.008 0.007 0.001 0.048 BEGIN2 Category > 1 0.030 0.005 0.022 0.041 ENDING2 Category > 1 0.044 0.007 0.033 0.059 SIGHT2 Category > 1 0.015 0.004 0.008 0.026 WIC2 Category > 1 0.002 0.003 0.000 0.036 SIGHT4 Category > 1 2.465 1.515 0.739 8.219 Latent Class Pattern 2 1 Compared to Latent Class Pattern 3 1 LETREC1 Category > 1 0.000 0.000 0.000 0.000 BEGIN1 Category > 1 0.000 0.000 0.000 0.000 ENDING1 Category > 1 0.000 0.000 0.000 0.000 SIGHT1 Category > 1 0.000 0.000 0.000 0.005 WIC1 Category > 1 0.000 0.000 0.000 0.000 LETREC2 Category > 1 1.000 0.000 1.000 1.000 BEGIN2 Category > 1 1.000 0.000 1.000 1.000 ENDING2 Category > 1 1.000 0.000 1.000 1.000 SIGHT2 Category > 1 1.000 0.000 1.000 1.000 WIC2 Category > 1 1.000 0.000 1.000 1.000 SIGHT4 Category > 1 0.000 0.000 0.000 0.000 Latent Class Pattern 2 1 Compared to Latent Class Pattern 3 2 LETREC1 Category > 1 0.000 0.000 0.000 0.000 BEGIN1 Category > 1 0.000 0.000 0.000 0.000 ENDING1 Category > 1 0.000 0.000 0.000 0.000 SIGHT1 Category > 1 0.000 0.000 0.000 0.005 WIC1 Category > 1 0.000 0.000 0.000 0.000 LETREC2 Category > 1 456.928 237.963 164.643 1268.098 BEGIN2 Category > 1 636.058 599.890 100.157 4039.353 ENDING2 Category > 1 ********* ********* ********* ********* SIGHT2 Category > 1 245.809 550.469 3.050 19807.482 WIC2 Category > 1 ********* ********* 618.068 ********* SIGHT4 Category > 1 0.000 0.000 0.000 0.000 Latent Class Pattern 2 1 Compared to Latent Class Pattern 3 3 LETREC1 Category > 1 0.000 0.000 0.000 0.000 BEGIN1 Category > 1 0.000 0.000 0.000 0.000 ENDING1 Category > 1 0.000 0.000 0.000 0.000 SIGHT1 Category > 1 0.000 0.000 0.000 0.005 WIC1 Category > 1 0.000 0.000 0.000 0.000 LETREC2 Category > 1 0.008 0.007 0.001 0.048 BEGIN2 Category > 1 0.030 0.005 0.022 0.041 ENDING2 Category > 1 0.044 0.007 0.033 0.059 SIGHT2 Category > 1 0.015 0.004 0.008 0.026 WIC2 Category > 1 0.002 0.003 0.000 0.036 SIGHT4 Category > 1 0.000 0.000 0.000 0.000 Latent Class Pattern 2 2 Compared to Latent Class Pattern 2 3 LETREC1 Category > 1 1.000 0.000 1.000 1.000 BEGIN1 Category > 1 1.000 0.000 1.000 1.000 ENDING1 Category > 1 1.000 0.000 1.000 1.000 SIGHT1 Category > 1 1.000 0.000 1.000 1.000 WIC1 Category > 1 1.000 0.000 1.000 1.000 LETREC2 Category > 1 0.000 0.000 0.000 0.000 BEGIN2 Category > 1 0.000 0.000 0.000 0.000 ENDING2 Category > 1 0.000 0.000 0.000 0.000 SIGHT2 Category > 1 0.000 0.000 0.000 0.005 WIC2 Category > 1 0.000 0.000 0.000 0.000 SIGHT4 Category > 1 0.221 0.104 0.088 0.557 Latent Class Pattern 2 2 Compared to Latent Class Pattern 3 1 LETREC1 Category > 1 0.000 0.000 0.000 0.000 BEGIN1 Category > 1 0.000 0.000 0.000 0.000 ENDING1 Category > 1 0.000 0.000 0.000 0.000 SIGHT1 Category > 1 0.000 0.000 0.000 0.005 WIC1 Category > 1 0.000 0.000 0.000 0.000 LETREC2 Category > 1 0.002 0.001 0.001 0.006 BEGIN2 Category > 1 0.002 0.001 0.000 0.010 ENDING2 Category > 1 0.000 0.000 0.000 0.000 SIGHT2 Category > 1 0.004 0.009 0.000 0.328 WIC2 Category > 1 0.000 0.000 0.000 0.002 SIGHT4 Category > 1 0.000 0.000 0.000 0.000 Latent Class Pattern 2 2 Compared to Latent Class Pattern 3 2 LETREC1 Category > 1 0.000 0.000 0.000 0.000 BEGIN1 Category > 1 0.000 0.000 0.000 0.000 ENDING1 Category > 1 0.000 0.000 0.000 0.000 SIGHT1 Category > 1 0.000 0.000 0.000 0.005 WIC1 Category > 1 0.000 0.000 0.000 0.000 LETREC2 Category > 1 1.000 0.000 1.000 1.000 BEGIN2 Category > 1 1.000 0.000 1.000 1.000 ENDING2 Category > 1 1.000 0.000 1.000 1.000 SIGHT2 Category > 1 1.000 0.000 1.000 1.000 WIC2 Category > 1 1.000 0.000 1.000 1.000 SIGHT4 Category > 1 0.000 0.000 0.000 0.000 Latent Class Pattern 2 2 Compared to Latent Class Pattern 3 3 LETREC1 Category > 1 0.000 0.000 0.000 0.000 BEGIN1 Category > 1 0.000 0.000 0.000 0.000 ENDING1 Category > 1 0.000 0.000 0.000 0.000 SIGHT1 Category > 1 0.000 0.000 0.000 0.005 WIC1 Category > 1 0.000 0.000 0.000 0.000 LETREC2 Category > 1 0.000 0.000 0.000 0.000 BEGIN2 Category > 1 0.000 0.000 0.000 0.000 ENDING2 Category > 1 0.000 0.000 0.000 0.000 SIGHT2 Category > 1 0.000 0.000 0.000 0.005 WIC2 Category > 1 0.000 0.000 0.000 0.000 SIGHT4 Category > 1 0.000 0.000 0.000 0.000 Latent Class Pattern 2 3 Compared to Latent Class Pattern 3 1 LETREC1 Category > 1 0.000 0.000 0.000 0.000 BEGIN1 Category > 1 0.000 0.000 0.000 0.000 ENDING1 Category > 1 0.000 0.000 0.000 0.000 SIGHT1 Category > 1 0.000 0.000 0.000 0.005 WIC1 Category > 1 0.000 0.000 0.000 0.000 LETREC2 Category > 1 129.261 120.201 20.889 799.873 BEGIN2 Category > 1 33.565 5.575 24.239 46.480 ENDING2 Category > 1 22.778 3.379 17.031 30.463 SIGHT2 Category > 1 67.883 19.928 38.184 120.684 WIC2 Category > 1 532.618 803.342 27.703 10239.947 SIGHT4 Category > 1 0.000 0.000 0.000 0.000 Latent Class Pattern 2 3 Compared to Latent Class Pattern 3 2 LETREC1 Category > 1 0.000 0.000 0.000 0.000 BEGIN1 Category > 1 0.000 0.000 0.000 0.000 ENDING1 Category > 1 0.000 0.000 0.000 0.000 SIGHT1 Category > 1 0.000 0.000 0.000 0.005 WIC1 Category > 1 0.000 0.000 0.000 0.000 LETREC2 Category > 1 59062.809 59479.824 8205.155 ********* BEGIN2 Category > 1 21349.414 20312.744 3307.512 ********* ENDING2 Category > 1 ********* ********* ********* ********* SIGHT2 Category > 1 16686.303 37783.062 197.213 ********* WIC2 Category > 1 ********* ********* 9788.979 ********* SIGHT4 Category > 1 0.000 0.000 0.000 0.000 Latent Class Pattern 2 3 Compared to Latent Class Pattern 3 3 LETREC1 Category > 1 0.000 0.000 0.000 0.000 BEGIN1 Category > 1 0.000 0.000 0.000 0.000 ENDING1 Category > 1 0.000 0.000 0.000 0.000 SIGHT1 Category > 1 0.000 0.000 0.000 0.005 WIC1 Category > 1 0.000 0.000 0.000 0.000 LETREC2 Category > 1 1.000 0.000 1.000 1.000 BEGIN2 Category > 1 1.000 0.000 1.000 1.000 ENDING2 Category > 1 1.000 0.000 1.000 1.000 SIGHT2 Category > 1 1.000 0.000 1.000 1.000 WIC2 Category > 1 1.000 0.000 1.000 1.000 SIGHT4 Category > 1 0.000 0.000 0.000 0.000 Latent Class Pattern 3 1 Compared to Latent Class Pattern 3 2 LETREC1 Category > 1 1.000 0.000 1.000 1.000 BEGIN1 Category > 1 1.000 0.000 1.000 1.000 ENDING1 Category > 1 1.000 0.000 1.000 1.000 SIGHT1 Category > 1 1.000 0.000 1.000 1.000 WIC1 Category > 1 1.000 0.000 1.000 1.000 LETREC2 Category > 1 456.928 237.963 164.643 1268.098 BEGIN2 Category > 1 636.058 599.890 100.157 4039.353 ENDING2 Category > 1 ********* ********* ********* ********* SIGHT2 Category > 1 245.809 550.469 3.050 19807.482 WIC2 Category > 1 ********* ********* 618.068 ********* SIGHT4 Category > 1 11.130 5.777 4.024 30.782 Latent Class Pattern 3 1 Compared to Latent Class Pattern 3 3 LETREC1 Category > 1 1.000 0.000 1.000 1.000 BEGIN1 Category > 1 1.000 0.000 1.000 1.000 ENDING1 Category > 1 1.000 0.000 1.000 1.000 SIGHT1 Category > 1 1.000 0.000 1.000 1.000 WIC1 Category > 1 1.000 0.000 1.000 1.000 LETREC2 Category > 1 0.008 0.007 0.001 0.048 BEGIN2 Category > 1 0.030 0.005 0.022 0.041 ENDING2 Category > 1 0.044 0.007 0.033 0.059 SIGHT2 Category > 1 0.015 0.004 0.008 0.026 WIC2 Category > 1 0.002 0.003 0.000 0.036 SIGHT4 Category > 1 2.465 1.515 0.739 8.219 Latent Class Pattern 3 2 Compared to Latent Class Pattern 3 3 LETREC1 Category > 1 1.000 0.000 1.000 1.000 BEGIN1 Category > 1 1.000 0.000 1.000 1.000 ENDING1 Category > 1 1.000 0.000 1.000 1.000 SIGHT1 Category > 1 1.000 0.000 1.000 1.000 WIC1 Category > 1 1.000 0.000 1.000 1.000 LETREC2 Category > 1 0.000 0.000 0.000 0.000 BEGIN2 Category > 1 0.000 0.000 0.000 0.000 ENDING2 Category > 1 0.000 0.000 0.000 0.000 SIGHT2 Category > 1 0.000 0.000 0.000 0.005 WIC2 Category > 1 0.000 0.000 0.000 0.000 SIGHT4 Category > 1 0.221 0.104 0.088 0.557 TECHNICAL 8 OUTPUT INITIAL STAGE ITERATIONS TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.18449485D+05 0.0000000 0.0000000 EM 2 -0.14033148D+05 4416.3372805 0.2393746 EM 3 -0.12896626D+05 1136.5221330 0.0809884 EM 4 -0.12436055D+05 460.5711107 0.0357125 EM 5 -0.12272510D+05 163.5444560 0.0131508 EM 6 -0.12211546D+05 60.9641269 0.0049675 EM 7 -0.12182367D+05 29.1796815 0.0023895 EM 8 -0.12164733D+05 17.6333454 0.0014474 EM 9 -0.12152569D+05 12.1639174 0.0009999 EM 10 -0.12143551D+05 9.0182877 0.0007421 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.45885247D+05 0.0000000 0.0000000 EM 2 -0.15559901D+05 ************ 0.6608953 EM 3 -0.13807863D+05 1752.0375393 0.1125995 EM 4 -0.13024891D+05 782.9725522 0.0567048 EM 5 -0.12655254D+05 369.6367757 0.0283793 EM 6 -0.12462366D+05 192.8880010 0.0152417 EM 7 -0.12350386D+05 111.9797940 0.0089854 EM 8 -0.12279299D+05 71.0870496 0.0057559 EM 9 -0.12230642D+05 48.6571964 0.0039625 EM 10 -0.12195404D+05 35.2377163 0.0028811 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.38244406D+05 0.0000000 0.0000000 EM 2 -0.19495884D+05 ************ 0.4902291 EM 3 -0.15915486D+05 3580.3984863 0.1836489 EM 4 -0.14202746D+05 1712.7394442 0.1076147 EM 5 -0.13348639D+05 854.1067041 0.0601367 EM 6 -0.12932680D+05 415.9590749 0.0311612 EM 7 -0.12728899D+05 203.7817383 0.0157571 EM 8 -0.12613609D+05 115.2895850 0.0090573 EM 9 -0.12533363D+05 80.2460455 0.0063619 EM 10 -0.12470529D+05 62.8345272 0.0050134 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.38017191D+05 0.0000000 0.0000000 EM 2 -0.16608471D+05 ************ 0.5631326 EM 3 -0.14595209D+05 2013.2627928 0.1212190 EM 4 -0.13756977D+05 838.2313564 0.0574320 EM 5 -0.13353622D+05 403.3550791 0.0293200 EM 6 -0.13121809D+05 231.8125959 0.0173595 EM 7 -0.12952427D+05 169.3822576 0.0129085 EM 8 -0.12803958D+05 148.4693503 0.0114627 EM 9 -0.12668638D+05 135.3200667 0.0105686 EM 10 -0.12552488D+05 116.1503151 0.0091683 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.55258363D+05 0.0000000 0.0000000 EM 2 -0.15762385D+05 ************ 0.7147511 EM 3 -0.13746753D+05 2015.6316245 0.1278761 EM 4 -0.12723932D+05 1022.8213595 0.0744046 EM 5 -0.12342050D+05 381.8819003 0.0300129 EM 6 -0.12235261D+05 106.7887957 0.0086524 EM 7 -0.12204604D+05 30.6575189 0.0025057 EM 8 -0.12191929D+05 12.6748435 0.0010385 EM 9 -0.12184599D+05 7.3294579 0.0006012 EM 10 -0.12179592D+05 5.0069483 0.0004109 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.26707086D+05 0.0000000 0.0000000 EM 2 -0.18186249D+05 8520.8371204 0.3190478 EM 3 -0.15225623D+05 2960.6259405 0.1627948 EM 4 -0.13504862D+05 1720.7608401 0.1130174 EM 5 -0.12683555D+05 821.3066469 0.0608156 EM 6 -0.12365633D+05 317.9222491 0.0250657 EM 7 -0.12258527D+05 107.1059504 0.0086616 EM 8 -0.12217137D+05 41.3897184 0.0033764 EM 9 -0.12195764D+05 21.3728751 0.0017494 EM 10 -0.12182007D+05 13.7576824 0.0011281 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.31149670D+05 0.0000000 0.0000000 EM 2 -0.15343638D+05 ************ 0.5074221 EM 3 -0.13792599D+05 1551.0389687 0.1010868 EM 4 -0.13202489D+05 590.1106369 0.0427846 EM 5 -0.12889083D+05 313.4051854 0.0237383 EM 6 -0.12667520D+05 221.5632235 0.0171900 EM 7 -0.12510763D+05 156.7569431 0.0123747 EM 8 -0.12403219D+05 107.5441111 0.0085961 EM 9 -0.12328475D+05 74.7445770 0.0060262 EM 10 -0.12275558D+05 52.9170012 0.0042923 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.31871035D+05 0.0000000 0.0000000 EM 2 -0.14176835D+05 ************ 0.5551812 EM 3 -0.13021741D+05 1155.0948031 0.0814776 EM 4 -0.12659644D+05 362.0966275 0.0278071 EM 5 -0.12476044D+05 183.5999709 0.0145028 EM 6 -0.12363408D+05 112.6357660 0.0090282 EM 7 -0.12287661D+05 75.7474901 0.0061267 EM 8 -0.12235281D+05 52.3794330 0.0042628 EM 9 -0.12198503D+05 36.7784689 0.0030059 EM 10 -0.12172542D+05 25.9607367 0.0021282 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.21336613D+05 0.0000000 0.0000000 EM 2 -0.15822243D+05 5514.3699089 0.2584464 EM 3 -0.14428384D+05 1393.8594219 0.0880949 EM 4 -0.13258839D+05 1169.5454978 0.0810587 EM 5 -0.12658903D+05 599.9359808 0.0452480 EM 6 -0.12433609D+05 225.2933956 0.0177972 EM 7 -0.12335329D+05 98.2804205 0.0079044 EM 8 -0.12278362D+05 56.9666670 0.0046182 EM 9 -0.12239784D+05 38.5780982 0.0031420 EM 10 -0.12211641D+05 28.1429166 0.0022993 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.42368489D+05 0.0000000 0.0000000 EM 2 -0.15857006D+05 ************ 0.6257359 EM 3 -0.13608382D+05 2248.6242043 0.1418064 EM 4 -0.12832323D+05 776.0586698 0.0570280 EM 5 -0.12530665D+05 301.6580749 0.0235077 EM 6 -0.12387295D+05 143.3699756 0.0114415 EM 7 -0.12311013D+05 76.2819159 0.0061581 EM 8 -0.12266083D+05 44.9297720 0.0036496 EM 9 -0.12236982D+05 29.1018898 0.0023725 EM 10 -0.12216572D+05 20.4098388 0.0016679 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.23963458D+05 0.0000000 0.0000000 EM 2 -0.15589381D+05 8374.0773919 0.3494520 EM 3 -0.14157713D+05 1431.6677295 0.0918361 EM 4 -0.13371431D+05 786.2824845 0.0555374 EM 5 -0.12908275D+05 463.1554143 0.0346377 EM 6 -0.12651629D+05 256.6465766 0.0198823 EM 7 -0.12501373D+05 150.2553574 0.0118764 EM 8 -0.12405486D+05 95.8873288 0.0076701 EM 9 -0.12339135D+05 66.3512668 0.0053485 EM 10 -0.12290092D+05 49.0425108 0.0039746 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.41306589D+05 0.0000000 0.0000000 EM 2 -0.14223739D+05 ************ 0.6556545 EM 3 -0.12938454D+05 1285.2846434 0.0903619 EM 4 -0.12506283D+05 432.1708894 0.0334021 EM 5 -0.12373092D+05 133.1914143 0.0106500 EM 6 -0.12310267D+05 62.8249071 0.0050775 EM 7 -0.12273287D+05 36.9797525 0.0030040 EM 8 -0.12248867D+05 24.4202679 0.0019897 EM 9 -0.12231471D+05 17.3955070 0.0014202 EM 10 -0.12218235D+05 13.2362837 0.0010821 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.24484460D+05 0.0000000 0.0000000 EM 2 -0.17836940D+05 6647.5195670 0.2714995 EM 3 -0.15542512D+05 2294.4277921 0.1286335 EM 4 -0.14117751D+05 1424.7611654 0.0916687 EM 5 -0.13130792D+05 986.9591636 0.0699091 EM 6 -0.12667231D+05 463.5608948 0.0353033 EM 7 -0.12479832D+05 187.3993189 0.0147940 EM 8 -0.12395593D+05 84.2391115 0.0067500 EM 9 -0.12348899D+05 46.6938507 0.0037670 EM 10 -0.12318087D+05 30.8120269 0.0024951 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.37668776D+05 0.0000000 0.0000000 EM 2 -0.14453751D+05 ************ 0.6162936 EM 3 -0.13534395D+05 919.3556298 0.0636067 EM 4 -0.13099588D+05 434.8069082 0.0321261 EM 5 -0.12822068D+05 277.5207188 0.0211855 EM 6 -0.12632383D+05 189.6843915 0.0147936 EM 7 -0.12495527D+05 136.8564484 0.0108338 EM 8 -0.12395023D+05 100.5034754 0.0080432 EM 9 -0.12321504D+05 73.5191717 0.0059313 EM 10 -0.12266541D+05 54.9630568 0.0044607 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.36658654D+05 0.0000000 0.0000000 EM 2 -0.16278461D+05 ************ 0.5559449 EM 3 -0.14326114D+05 1952.3475671 0.1199344 EM 4 -0.13585746D+05 740.3674468 0.0516796 EM 5 -0.13175111D+05 410.6355702 0.0302255 EM 6 -0.12886538D+05 288.5727662 0.0219029 EM 7 -0.12674817D+05 211.7212079 0.0164296 EM 8 -0.12530127D+05 144.6895378 0.0114155 EM 9 -0.12435294D+05 94.8331380 0.0075684 EM 10 -0.12372244D+05 63.0502368 0.0050703 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.30140927D+05 0.0000000 0.0000000 EM 2 -0.16178745D+05 ************ 0.4632300 EM 3 -0.13666076D+05 2512.6689256 0.1553068 EM 4 -0.12846995D+05 819.0811310 0.0599354 EM 5 -0.12533452D+05 313.5437736 0.0244060 EM 6 -0.12387286D+05 146.1659109 0.0116621 EM 7 -0.12312114D+05 75.1715915 0.0060684 EM 8 -0.12268473D+05 43.6405882 0.0035445 EM 9 -0.12239778D+05 28.6957584 0.0023390 EM 10 -0.12219127D+05 20.6504523 0.0016872 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.25705251D+05 0.0000000 0.0000000 EM 2 -0.18194262D+05 7510.9884322 0.2921967 EM 3 -0.14678111D+05 3516.1514785 0.1932561 EM 4 -0.13266359D+05 1411.7513667 0.0961807 EM 5 -0.12658853D+05 607.5064558 0.0457930 EM 6 -0.12425960D+05 232.8929429 0.0183976 EM 7 -0.12321506D+05 104.4540801 0.0084061 EM 8 -0.12263758D+05 57.7479056 0.0046868 EM 9 -0.12227955D+05 35.8031702 0.0029194 EM 10 -0.12204301D+05 23.6535623 0.0019344 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.36950506D+05 0.0000000 0.0000000 EM 2 -0.14966302D+05 ************ 0.5949635 EM 3 -0.13452751D+05 1513.5505040 0.1011306 EM 4 -0.12959191D+05 493.5600857 0.0366884 EM 5 -0.12705941D+05 253.2503552 0.0195421 EM 6 -0.12544825D+05 161.1158558 0.0126804 EM 7 -0.12438433D+05 106.3917350 0.0084809 EM 8 -0.12366055D+05 72.3778833 0.0058189 EM 9 -0.12312860D+05 53.1950975 0.0043017 EM 10 -0.12270952D+05 41.9078702 0.0034036 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.18590714D+05 0.0000000 0.0000000 EM 2 -0.13734537D+05 4856.1769009 0.2612152 EM 3 -0.13169254D+05 565.2825589 0.0411577 EM 4 -0.12877088D+05 292.1665364 0.0221855 EM 5 -0.12670204D+05 206.8838172 0.0160660 EM 6 -0.12519097D+05 151.1067517 0.0119261 EM 7 -0.12410222D+05 108.8757186 0.0086968 EM 8 -0.12332914D+05 77.3078870 0.0062294 EM 9 -0.12278547D+05 54.3664686 0.0044082 EM 10 -0.12240444D+05 38.1034147 0.0031033 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.33637724D+05 0.0000000 0.0000000 EM 2 -0.14422957D+05 ************ 0.5712267 EM 3 -0.13136534D+05 1286.4237845 0.0891928 EM 4 -0.12677264D+05 459.2698353 0.0349613 EM 5 -0.12467104D+05 210.1598304 0.0165777 EM 6 -0.12352657D+05 114.4473947 0.0091800 EM 7 -0.12282594D+05 70.0627037 0.0056719 EM 8 -0.12235852D+05 46.7419692 0.0038055 EM 9 -0.12202438D+05 33.4142420 0.0027308 EM 10 -0.12177308D+05 25.1295399 0.0020594 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.46307800D+05 0.0000000 0.0000000 EM 2 -0.17974136D+05 ************ 0.6118551 EM 3 -0.14853755D+05 3120.3809074 0.1736039 EM 4 -0.13336033D+05 1517.7221108 0.1021777 EM 5 -0.12692543D+05 643.4897490 0.0482520 EM 6 -0.12416737D+05 275.8063620 0.0217298 EM 7 -0.12293913D+05 122.8235868 0.0098918 EM 8 -0.12233067D+05 60.8459198 0.0049493 EM 9 -0.12198096D+05 34.9713789 0.0028588 EM 10 -0.12175216D+05 22.8803059 0.0018757 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 21 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.31691171D+05 0.0000000 0.0000000 EM 2 -0.15891512D+05 ************ 0.4985508 EM 3 -0.13812067D+05 2079.4452675 0.1308526 EM 4 -0.13034873D+05 777.1936487 0.0562692 EM 5 -0.12698432D+05 336.4411169 0.0258108 EM 6 -0.12503002D+05 195.4305023 0.0153901 EM 7 -0.12376695D+05 126.3063660 0.0101021 EM 8 -0.12291011D+05 85.6837829 0.0069230 EM 9 -0.12233495D+05 57.5158936 0.0046795 EM 10 -0.12194000D+05 39.4958185 0.0032285 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 22 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.36155369D+05 0.0000000 0.0000000 EM 2 -0.19493993D+05 ************ 0.4608271 EM 3 -0.15140903D+05 4353.0899973 0.2233042 EM 4 -0.13572030D+05 1568.8739361 0.1036183 EM 5 -0.12871106D+05 700.9233127 0.0516447 EM 6 -0.12538273D+05 332.8331381 0.0258589 EM 7 -0.12373103D+05 165.1704707 0.0131733 EM 8 -0.12285445D+05 87.6571640 0.0070845 EM 9 -0.12234215D+05 51.2301519 0.0041700 EM 10 -0.12200784D+05 33.4316708 0.0027326 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 23 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.47814746D+05 0.0000000 0.0000000 EM 2 -0.19256754D+05 ************ 0.5972633 EM 3 -0.15296395D+05 3960.3595379 0.2056608 EM 4 -0.13161345D+05 2135.0494254 0.1395786 EM 5 -0.12571714D+05 589.6310591 0.0448002 EM 6 -0.12347284D+05 224.4298299 0.0178520 EM 7 -0.12254548D+05 92.7360974 0.0075106 EM 8 -0.12211982D+05 42.5657663 0.0034735 EM 9 -0.12190128D+05 21.8542084 0.0017896 EM 10 -0.12177155D+05 12.9736301 0.0010643 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 24 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.25264409D+05 0.0000000 0.0000000 EM 2 -0.16502734D+05 8761.6751052 0.3467991 EM 3 -0.14048001D+05 2454.7332643 0.1487471 EM 4 -0.13129782D+05 918.2190898 0.0653630 EM 5 -0.12656571D+05 473.2107340 0.0360410 EM 6 -0.12424248D+05 232.3233649 0.0183559 EM 7 -0.12306615D+05 117.6333296 0.0094680 EM 8 -0.12240785D+05 65.8298724 0.0053491 EM 9 -0.12200286D+05 40.4986315 0.0033085 EM 10 -0.12173608D+05 26.6777683 0.0021867 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 25 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.27178009D+05 0.0000000 0.0000000 EM 2 -0.14697805D+05 ************ 0.4592023 EM 3 -0.13344851D+05 1352.9538412 0.0920514 EM 4 -0.12785984D+05 558.8671769 0.0418789 EM 5 -0.12543110D+05 242.8742595 0.0189954 EM 6 -0.12415957D+05 127.1530194 0.0101373 EM 7 -0.12335345D+05 80.6114838 0.0064926 EM 8 -0.12279344D+05 56.0016395 0.0045399 EM 9 -0.12239058D+05 40.2857911 0.0032808 EM 10 -0.12209556D+05 29.5019163 0.0024105 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 26 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.29959787D+05 0.0000000 0.0000000 EM 2 -0.17972186D+05 ************ 0.4001230 EM 3 -0.13208181D+05 4764.0055445 0.2650766 EM 4 -0.12609796D+05 598.3848447 0.0453041 EM 5 -0.12385057D+05 224.7391150 0.0178226 EM 6 -0.12283124D+05 101.9324187 0.0082303 EM 7 -0.12231785D+05 51.3389178 0.0041796 EM 8 -0.12203492D+05 28.2932317 0.0023131 EM 9 -0.12186375D+05 17.1175894 0.0014027 EM 10 -0.12175053D+05 11.3220613 0.0009291 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 27 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.36159527D+05 0.0000000 0.0000000 EM 2 -0.14278528D+05 ************ 0.6051240 EM 3 -0.13088399D+05 1190.1287732 0.0833509 EM 4 -0.12589313D+05 499.0864033 0.0381320 EM 5 -0.12368122D+05 221.1910211 0.0175697 EM 6 -0.12271628D+05 96.4939697 0.0078018 EM 7 -0.12226332D+05 45.2957658 0.0036911 EM 8 -0.12202343D+05 23.9890737 0.0019621 EM 9 -0.12188212D+05 14.1306366 0.0011580 EM 10 -0.12179233D+05 8.9790940 0.0007367 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 28 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.36449793D+05 0.0000000 0.0000000 EM 2 -0.15923791D+05 ************ 0.5631308 EM 3 -0.14283015D+05 1640.7763600 0.1030393 EM 4 -0.13508524D+05 774.4906196 0.0542246 EM 5 -0.13072055D+05 436.4693369 0.0323107 EM 6 -0.12831233D+05 240.8219690 0.0184227 EM 7 -0.12701373D+05 129.8601763 0.0101206 EM 8 -0.12630202D+05 71.1702725 0.0056034 EM 9 -0.12589708D+05 40.4940862 0.0032061 EM 10 -0.12565372D+05 24.3361114 0.0019330 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 29 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.34857031D+05 0.0000000 0.0000000 EM 2 -0.16163261D+05 ************ 0.5362984 EM 3 -0.14534303D+05 1628.9581470 0.1007815 EM 4 -0.13585243D+05 949.0602401 0.0652980 EM 5 -0.12850612D+05 734.6306201 0.0540756 EM 6 -0.12494407D+05 356.2055014 0.0277190 EM 7 -0.12348528D+05 145.8792067 0.0116756 EM 8 -0.12284073D+05 64.4550214 0.0052197 EM 9 -0.12248595D+05 35.4773941 0.0028881 EM 10 -0.12224814D+05 23.7810984 0.0019415 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 30 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.36763691D+05 0.0000000 0.0000000 EM 2 -0.16720888D+05 ************ 0.5451793 EM 3 -0.14995263D+05 1725.6248244 0.1032017 EM 4 -0.13740249D+05 1255.0142383 0.0836940 EM 5 -0.13004333D+05 735.9155500 0.0535591 EM 6 -0.12605227D+05 399.1062984 0.0306903 EM 7 -0.12383218D+05 222.0090133 0.0176125 EM 8 -0.12272265D+05 110.9529964 0.0089599 EM 9 -0.12215525D+05 56.7400328 0.0046234 EM 10 -0.12184082D+05 31.4435090 0.0025741 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 31 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.42811297D+05 0.0000000 0.0000000 EM 2 -0.15027949D+05 ************ 0.6489724 EM 3 -0.13680252D+05 1347.6965018 0.0896793 EM 4 -0.13054620D+05 625.6324799 0.0457325 EM 5 -0.12756081D+05 298.5393239 0.0228685 EM 6 -0.12596314D+05 159.7667576 0.0125248 EM 7 -0.12492178D+05 104.1356056 0.0082671 EM 8 -0.12416173D+05 76.0047801 0.0060842 EM 9 -0.12358221D+05 57.9521626 0.0046675 EM 10 -0.12313564D+05 44.6573942 0.0036136 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 32 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.24989857D+05 0.0000000 0.0000000 EM 2 -0.14865749D+05 ************ 0.4051287 EM 3 -0.13541736D+05 1324.0132360 0.0890647 EM 4 -0.12793366D+05 748.3695329 0.0552639 EM 5 -0.12469238D+05 324.1280555 0.0253356 EM 6 -0.12340353D+05 128.8854203 0.0103363 EM 7 -0.12278253D+05 62.0995454 0.0050322 EM 8 -0.12244039D+05 34.2146731 0.0027866 EM 9 -0.12223682D+05 20.3567707 0.0016626 EM 10 -0.12210532D+05 13.1501781 0.0010758 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 33 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.44966865D+05 0.0000000 0.0000000 EM 2 -0.17422696D+05 ************ 0.6125437 EM 3 -0.14473428D+05 2949.2680575 0.1692774 EM 4 -0.13136732D+05 1336.6959275 0.0923552 EM 5 -0.12583005D+05 553.7272840 0.0421511 EM 6 -0.12350436D+05 232.5689799 0.0184828 EM 7 -0.12250173D+05 100.2633320 0.0081182 EM 8 -0.12201891D+05 48.2816333 0.0039413 EM 9 -0.12174521D+05 27.3696984 0.0022431 EM 10 -0.12156510D+05 18.0116221 0.0014795 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 34 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.29536399D+05 0.0000000 0.0000000 EM 2 -0.16385447D+05 ************ 0.4452456 EM 3 -0.14093846D+05 2291.6005522 0.1398558 EM 4 -0.13142757D+05 951.0894670 0.0674826 EM 5 -0.12710516D+05 432.2403728 0.0328881 EM 6 -0.12514087D+05 196.4289680 0.0154541 EM 7 -0.12415126D+05 98.9612313 0.0079080 EM 8 -0.12356718D+05 58.4078573 0.0047046 EM 9 -0.12317657D+05 39.0612072 0.0031611 EM 10 -0.12289327D+05 28.3306679 0.0023000 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 35 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.31355721D+05 0.0000000 0.0000000 EM 2 -0.18815882D+05 ************ 0.3999219 EM 3 -0.15463989D+05 3351.8933076 0.1781417 EM 4 -0.13812443D+05 1651.5458870 0.1067995 EM 5 -0.12855018D+05 957.4251152 0.0693161 EM 6 -0.12467379D+05 387.6389460 0.0301547 EM 7 -0.12324919D+05 142.4599968 0.0114266 EM 8 -0.12262181D+05 62.7375630 0.0050903 EM 9 -0.12227664D+05 34.5174810 0.0028150 EM 10 -0.12206493D+05 21.1706313 0.0017314 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 36 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.29216199D+05 0.0000000 0.0000000 EM 2 -0.14306510D+05 ************ 0.5103227 EM 3 -0.13067429D+05 1239.0809686 0.0866096 EM 4 -0.12624422D+05 443.0076940 0.0339017 EM 5 -0.12424902D+05 199.5199640 0.0158043 EM 6 -0.12319980D+05 104.9217850 0.0084445 EM 7 -0.12259822D+05 60.1577524 0.0048829 EM 8 -0.12223893D+05 35.9294313 0.0029307 EM 9 -0.12201237D+05 22.6552958 0.0018534 EM 10 -0.12185904D+05 15.3332022 0.0012567 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 37 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.28711175D+05 0.0000000 0.0000000 EM 2 -0.20844055D+05 7867.1205136 0.2740090 EM 3 -0.13874150D+05 6969.9042976 0.3343833 EM 4 -0.12762369D+05 1111.7810808 0.0801333 EM 5 -0.12377284D+05 385.0854014 0.0301735 EM 6 -0.12234455D+05 142.8285111 0.0115396 EM 7 -0.12175336D+05 59.1194404 0.0048322 EM 8 -0.12146682D+05 28.6539305 0.0023534 EM 9 -0.12130586D+05 16.0964726 0.0013252 EM 10 -0.12120519D+05 10.0669354 0.0008299 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 38 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.33016134D+05 0.0000000 0.0000000 EM 2 -0.15193350D+05 ************ 0.5398205 EM 3 -0.13467142D+05 1726.2079523 0.1136160 EM 4 -0.12783491D+05 683.6502932 0.0507643 EM 5 -0.12478428D+05 305.0628824 0.0238638 EM 6 -0.12338886D+05 139.5419684 0.0111827 EM 7 -0.12270026D+05 68.8600231 0.0055807 EM 8 -0.12231471D+05 38.5557350 0.0031423 EM 9 -0.12206954D+05 24.5165564 0.0020044 EM 10 -0.12189838D+05 17.1157993 0.0014021 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 39 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.29750330D+05 0.0000000 0.0000000 EM 2 -0.18588774D+05 ************ 0.3751742 EM 3 -0.15500897D+05 3087.8768017 0.1661151 EM 4 -0.14195168D+05 1305.7297904 0.0842358 EM 5 -0.13629214D+05 565.9531801 0.0398694 EM 6 -0.13317017D+05 312.1973467 0.0229065 EM 7 -0.13106284D+05 210.7330165 0.0158243 EM 8 -0.12952726D+05 153.5582300 0.0117164 EM 9 -0.12830439D+05 122.2870440 0.0094410 EM 10 -0.12735961D+05 94.4772796 0.0073635 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 40 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.32156131D+05 0.0000000 0.0000000 EM 2 -0.16371376D+05 ************ 0.4908785 EM 3 -0.14451047D+05 1920.3288844 0.1172980 EM 4 -0.13462271D+05 988.7758189 0.0684224 EM 5 -0.12804148D+05 658.1230252 0.0488865 EM 6 -0.12480155D+05 323.9929714 0.0253038 EM 7 -0.12341221D+05 138.9347668 0.0111325 EM 8 -0.12275459D+05 65.7610436 0.0053286 EM 9 -0.12237690D+05 37.7692460 0.0030768 EM 10 -0.12212749D+05 24.9408878 0.0020380 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 41 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.53553354D+05 0.0000000 0.0000000 EM 2 -0.14599615D+05 ************ 0.7273819 EM 3 -0.13233121D+05 1366.4938312 0.0935979 EM 4 -0.12741048D+05 492.0730226 0.0371850 EM 5 -0.12526234D+05 214.8142362 0.0168600 EM 6 -0.12410448D+05 115.7854620 0.0092434 EM 7 -0.12337756D+05 72.6923199 0.0058573 EM 8 -0.12287742D+05 50.0144115 0.0040538 EM 9 -0.12251234D+05 36.5072660 0.0029710 EM 10 -0.12223411D+05 27.8236358 0.0022711 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 42 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.28269550D+05 0.0000000 0.0000000 EM 2 -0.16453474D+05 ************ 0.4179789 EM 3 -0.14213355D+05 2240.1193778 0.1361487 EM 4 -0.13451584D+05 761.7702176 0.0535954 EM 5 -0.13019413D+05 432.1716562 0.0321279 EM 6 -0.12741378D+05 278.0345964 0.0213554 EM 7 -0.12551075D+05 190.3028774 0.0149358 EM 8 -0.12415288D+05 135.7875561 0.0108188 EM 9 -0.12318994D+05 96.2931558 0.0077560 EM 10 -0.12252628D+05 66.3661382 0.0053873 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 43 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.29583380D+05 0.0000000 0.0000000 EM 2 -0.13738574D+05 ************ 0.5355982 EM 3 -0.12633707D+05 1104.8676921 0.0804208 EM 4 -0.12371165D+05 262.5418130 0.0207811 EM 5 -0.12277708D+05 93.4563614 0.0075544 EM 6 -0.12230290D+05 47.4182961 0.0038621 EM 7 -0.12205743D+05 24.5466543 0.0020070 EM 8 -0.12191025D+05 14.7180876 0.0012058 EM 9 -0.12180890D+05 10.1350937 0.0008314 EM 10 -0.12173184D+05 7.7066107 0.0006327 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 44 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.50160351D+05 0.0000000 0.0000000 EM 2 -0.13985877D+05 ************ 0.7211767 EM 3 -0.13243207D+05 742.6697037 0.0531014 EM 4 -0.12898733D+05 344.4742016 0.0260114 EM 5 -0.12698404D+05 200.3289113 0.0155309 EM 6 -0.12568530D+05 129.8745389 0.0102276 EM 7 -0.12476582D+05 91.9472837 0.0073157 EM 8 -0.12407180D+05 69.4021369 0.0055626 EM 9 -0.12352881D+05 54.2992185 0.0043764 EM 10 -0.12309805D+05 43.0755320 0.0034871 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 45 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.35736144D+05 0.0000000 0.0000000 EM 2 -0.15698499D+05 ************ 0.5607109 EM 3 -0.13666516D+05 2031.9829134 0.1294380 EM 4 -0.12712609D+05 953.9073845 0.0697989 EM 5 -0.12408220D+05 304.3883356 0.0239438 EM 6 -0.12278575D+05 129.6456636 0.0104484 EM 7 -0.12219928D+05 58.6467553 0.0047763 EM 8 -0.12191519D+05 28.4092833 0.0023248 EM 9 -0.12176209D+05 15.3092337 0.0012557 EM 10 -0.12166803D+05 9.4066792 0.0007725 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 46 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.43153073D+05 0.0000000 0.0000000 EM 2 -0.19990936D+05 ************ 0.5367436 EM 3 -0.16049664D+05 3941.2723560 0.1971530 EM 4 -0.14143099D+05 1906.5646085 0.1187916 EM 5 -0.13337484D+05 805.6156817 0.0569617 EM 6 -0.13006758D+05 330.7256819 0.0247967 EM 7 -0.12821438D+05 185.3199631 0.0142480 EM 8 -0.12676961D+05 144.4768453 0.0112684 EM 9 -0.12569093D+05 107.8680042 0.0085090 EM 10 -0.12494786D+05 74.3074223 0.0059119 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 47 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.28592408D+05 0.0000000 0.0000000 EM 2 -0.13647261D+05 ************ 0.5226963 EM 3 -0.12789786D+05 857.4753490 0.0628313 EM 4 -0.12492246D+05 297.5400803 0.0232639 EM 5 -0.12352831D+05 139.4151313 0.0111601 EM 6 -0.12275477D+05 77.3537337 0.0062620 EM 7 -0.12227320D+05 48.1571903 0.0039230 EM 8 -0.12194488D+05 32.8321039 0.0026851 EM 9 -0.12170440D+05 24.0475765 0.0019720 EM 10 -0.12151954D+05 18.4862000 0.0015189 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 48 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.29555861D+05 0.0000000 0.0000000 EM 2 -0.15307236D+05 ************ 0.4820914 EM 3 -0.13430329D+05 1876.9065144 0.1226156 EM 4 -0.12689809D+05 740.5205345 0.0551379 EM 5 -0.12392608D+05 297.2007224 0.0234204 EM 6 -0.12274518D+05 118.0894377 0.0095290 EM 7 -0.12222805D+05 51.7132191 0.0042131 EM 8 -0.12195759D+05 27.0466303 0.0022128 EM 9 -0.12178637D+05 17.1219064 0.0014039 EM 10 -0.12166116D+05 12.5202323 0.0010280 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 49 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.35270923D+05 0.0000000 0.0000000 EM 2 -0.17575588D+05 ************ 0.5016975 EM 3 -0.15496449D+05 2079.1385178 0.1182970 EM 4 -0.14673469D+05 822.9803376 0.0531077 EM 5 -0.13800097D+05 873.3721834 0.0595205 EM 6 -0.13000983D+05 799.1137213 0.0579064 EM 7 -0.12587178D+05 413.8045844 0.0318287 EM 8 -0.12416025D+05 171.1531485 0.0135974 EM 9 -0.12336822D+05 79.2034005 0.0063791 EM 10 -0.12291310D+05 45.5117340 0.0036891 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 50 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.32889643D+05 0.0000000 0.0000000 EM 2 -0.15845595D+05 ************ 0.5182193 EM 3 -0.14044328D+05 1801.2674260 0.1136762 EM 4 -0.13113022D+05 931.3056598 0.0663119 EM 5 -0.12663433D+05 449.5890202 0.0342857 EM 6 -0.12457233D+05 206.2002921 0.0162831 EM 7 -0.12354727D+05 102.5057538 0.0082286 EM 8 -0.12296580D+05 58.1466174 0.0047064 EM 9 -0.12259625D+05 36.9554333 0.0030053 EM 10 -0.12233820D+05 25.8047163 0.0021049 EM FINAL STAGE ITERATIONS TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 37 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.28711175D+05 0.0000000 0.0000000 EM 2 -0.20844055D+05 7867.1205136 0.2740090 EM 3 -0.13874150D+05 6969.9042976 0.3343833 EM 4 -0.12762369D+05 1111.7810808 0.0801333 EM 5 -0.12377284D+05 385.0854014 0.0301735 EM 6 -0.12234455D+05 142.8285111 0.0115396 EM 7 -0.12175336D+05 59.1194404 0.0048322 EM 8 -0.12146682D+05 28.6539305 0.0023534 EM 9 -0.12130586D+05 16.0964726 0.0013252 EM 10 -0.12120519D+05 10.0669354 0.0008299 EM 11 -0.12113711D+05 6.8071636 0.0005616 EM 12 -0.12108817D+05 4.8940639 0.0004040 EM 13 -0.12105120D+05 3.6977187 0.0003054 EM 14 -0.12102210D+05 2.9100877 0.0002404 EM 15 -0.12099842D+05 2.3672960 0.0001956 EM 16 -0.12097866D+05 1.9764731 0.0001633 EM 17 -0.12096181D+05 1.6843831 0.0001392 EM 18 -0.12094723D+05 1.4584153 0.0001206 EM 19 -0.12093445D+05 1.2782919 0.0001057 EM 20 -0.12092314D+05 1.1307371 0.0000935 EM 21 -0.12091307D+05 1.0071488 0.0000833 EM 22 -0.12090401D+05 0.9055633 0.0000749 EM 23 -0.12089575D+05 0.8260952 0.0000683 EM 24 -0.12088811D+05 0.7638474 0.0000632 EM 25 -0.12088098D+05 0.7134203 0.0000590 EM 26 -0.12087427D+05 0.6707635 0.0000555 EM 27 -0.12086795D+05 0.6324582 0.0000523 EM 28 -0.12086198D+05 0.5963832 0.0000493 EM 29 -0.12085637D+05 0.5616540 0.0000465 EM 30 -0.12085109D+05 0.5280561 0.0000437 EM 31 -0.12084613D+05 0.4956318 0.0000410 EM 32 -0.12084148D+05 0.4645635 0.0000384 EM 33 -0.12083713D+05 0.4351452 0.0000360 EM 34 -0.12083305D+05 0.4077282 0.0000337 EM 35 -0.12082923D+05 0.3826506 0.0000317 EM 36 -0.12082563D+05 0.3601793 0.0000298 EM 37 -0.12082222D+05 0.3404749 0.0000282 EM 38 -0.12081899D+05 0.3235788 0.0000268 EM 39 -0.12081589D+05 0.3094217 0.0000256 EM 40 -0.12081291D+05 0.2978486 0.0000247 EM 41 -0.12081003D+05 0.2886510 0.0000239 EM 42 -0.12080721D+05 0.2815973 0.0000233 EM 43 -0.12080445D+05 0.2764558 0.0000229 EM 44 -0.12080172D+05 0.2730073 0.0000226 EM 45 -0.12079901D+05 0.2710516 0.0000224 EM 46 -0.12079630D+05 0.2704072 0.0000224 EM 47 -0.12079359D+05 0.2709098 0.0000224 EM 48 -0.12079087D+05 0.2724089 0.0000226 EM 49 -0.12078812D+05 0.2747638 0.0000227 EM 50 -0.12078534D+05 0.2779244 0.0000230 EM 51 -0.12078253D+05 0.2814550 0.0000233 EM 52 -0.12077967D+05 0.2856334 0.0000236 EM 53 -0.12077677D+05 0.2901034 0.0000240 EM 54 -0.12077382D+05 0.2947860 0.0000244 EM 55 -0.12077083D+05 0.2995822 0.0000248 EM 56 -0.12076778D+05 0.3044150 0.0000252 EM 57 -0.12076469D+05 0.3092345 0.0000256 EM 58 -0.12076155D+05 0.3140062 0.0000260 EM 59 -0.12075836D+05 0.3186903 0.0000264 EM 60 -0.12075513D+05 0.3232255 0.0000268 EM 61 -0.12075186D+05 0.3275272 0.0000271 EM 62 -0.12074854D+05 0.3314974 0.0000275 EM 63 -0.12074519D+05 0.3350359 0.0000277 EM 64 -0.12074181D+05 0.3380470 0.0000280 EM 65 -0.12074179D+05 0.0016683 0.0000001 QN 66 -0.12073840D+05 0.3390982 0.0000281 EM 67 -0.12073498D+05 0.3417732 0.0000283 EM 68 -0.12073155D+05 0.3431737 0.0000284 EM 69 -0.12072812D+05 0.3432174 0.0000284 EM 70 -0.12072469D+05 0.3425240 0.0000284 EM 71 -0.12072129D+05 0.3409124 0.0000282 EM 72 -0.12071790D+05 0.3383997 0.0000280 EM 73 -0.12071455D+05 0.3349686 0.0000277 EM 74 -0.12071125D+05 0.3306287 0.0000274 EM 75 -0.12070799D+05 0.3254013 0.0000270 EM 76 -0.12070480D+05 0.3193238 0.0000265 EM 77 -0.12070167D+05 0.3124477 0.0000259 EM 78 -0.12069863D+05 0.3048382 0.0000253 EM 79 -0.12069566D+05 0.2965720 0.0000246 EM 80 -0.12069278D+05 0.2877353 0.0000238 EM 81 -0.12069000D+05 0.2784216 0.0000231 EM 82 -0.12068731D+05 0.2687287 0.0000223 EM 83 -0.12068472D+05 0.2587569 0.0000214 EM 84 -0.12068224D+05 0.2486052 0.0000206 EM 85 -0.12067985D+05 0.2383700 0.0000198 EM 86 -0.12067757D+05 0.2281427 0.0000189 EM 87 -0.12067539D+05 0.2180071 0.0000181 EM 88 -0.12067331D+05 0.2080388 0.0000172 EM 89 -0.12067133D+05 0.1983037 0.0000164 EM 90 -0.12066944D+05 0.1888575 0.0000157 EM 91 -0.12066764D+05 0.1797453 0.0000149 EM 92 -0.12066593D+05 0.1711915 0.0000142 EM 93 -0.12066431D+05 0.1624576 0.0000135 EM 94 -0.12066276D+05 0.1547121 0.0000128 EM 95 -0.12066129D+05 0.1471852 0.0000122 EM 96 -0.12065989D+05 0.1400877 0.0000116 EM 97 -0.12065855D+05 0.1333998 0.0000111 EM 98 -0.12065728D+05 0.1271153 0.0000105 EM 99 -0.12065607D+05 0.1212200 0.0000100 EM 100 -0.12065491D+05 0.1156970 0.0000096 EM 101 -0.12065381D+05 0.1105274 0.0000092 EM 102 -0.12065275D+05 0.1056909 0.0000088 EM 103 -0.12065174D+05 0.1011667 0.0000084 EM 104 -0.12065077D+05 0.0969338 0.0000080 EM 105 -0.12064984D+05 0.0929715 0.0000077 EM 106 -0.12064895D+05 0.0892599 0.0000074 EM 107 -0.12064809D+05 0.0859252 0.0000071 EM 108 -0.12064726D+05 0.0824247 0.0000068 EM 109 -0.12064647D+05 0.0794310 0.0000066 EM 110 -0.12064570D+05 0.0765483 0.0000063 EM 111 -0.12064496D+05 0.0738297 0.0000061 EM 112 -0.12064425D+05 0.0712612 0.0000059 EM 113 -0.12064356D+05 0.0688342 0.0000057 EM 114 -0.12064290D+05 0.0665376 0.0000055 EM 115 -0.12064225D+05 0.0643616 0.0000053 EM 116 -0.12064163D+05 0.0622974 0.0000052 EM 117 -0.12064103D+05 0.0603370 0.0000050 EM 118 -0.12064044D+05 0.0584734 0.0000048 EM 119 -0.12063988D+05 0.0567001 0.0000047 EM 120 -0.12063933D+05 0.0550113 0.0000046 EM 121 -0.12063879D+05 0.0534020 0.0000044 EM 122 -0.12063827D+05 0.0518675 0.0000043 EM 123 -0.12063777D+05 0.0504037 0.0000042 EM 124 -0.12063728D+05 0.0490070 0.0000041 EM 125 -0.12063680D+05 0.0476740 0.0000040 EM 126 -0.12063634D+05 0.0464016 0.0000038 EM 127 -0.12063589D+05 0.0451872 0.0000037 EM 128 -0.12063545D+05 0.0440284 0.0000036 EM 129 -0.12063502D+05 0.0429228 0.0000036 EM 130 -0.12063460D+05 0.0418684 0.0000035 EM 131 -0.12063419D+05 0.0408634 0.0000034 EM 132 -0.12063379D+05 0.0399059 0.0000033 EM 133 -0.12063340D+05 0.0390415 0.0000032 EM 134 -0.12063302D+05 0.0381294 0.0000032 EM 135 -0.12063265D+05 0.0372775 0.0000031 EM 136 -0.12063228D+05 0.0365197 0.0000030 EM 137 -0.12063192D+05 0.0357760 0.0000030 EM 138 -0.12063157D+05 0.0350734 0.0000029 EM 139 -0.12063123D+05 0.0344077 0.0000029 EM 140 -0.12063089D+05 0.0337786 0.0000028 EM 141 -0.12063056D+05 0.0331848 0.0000028 EM 142 -0.12063023D+05 0.0326251 0.0000027 EM 143 -0.12062991D+05 0.0320983 0.0000027 EM 144 -0.12062960D+05 0.0316032 0.0000026 EM 145 -0.12062928D+05 0.0311386 0.0000026 EM 146 -0.12062898D+05 0.0307032 0.0000025 EM 147 -0.12062867D+05 0.0302959 0.0000025 EM 148 -0.12062838D+05 0.0299153 0.0000025 EM 149 -0.12062808D+05 0.0295601 0.0000025 EM 150 -0.12062779D+05 0.0292291 0.0000024 EM 151 -0.12062750D+05 0.0289208 0.0000024 EM 152 -0.12062721D+05 0.0286339 0.0000024 EM 153 -0.12062693D+05 0.0283670 0.0000024 EM 154 -0.12062665D+05 0.0281186 0.0000023 EM 155 -0.12062637D+05 0.0278872 0.0000023 EM 156 -0.12062609D+05 0.0276713 0.0000023 EM 157 -0.12062582D+05 0.0274694 0.0000023 EM 158 -0.12062554D+05 0.0272800 0.0000023 EM 159 -0.12062527D+05 0.0271013 0.0000022 EM 160 -0.12062500D+05 0.0269320 0.0000022 EM 161 -0.12062474D+05 0.0267702 0.0000022 EM 162 -0.12062447D+05 0.0266146 0.0000022 EM 163 -0.12062421D+05 0.0264634 0.0000022 EM 164 -0.12062394D+05 0.0263151 0.0000022 EM 165 -0.12062368D+05 0.0261682 0.0000022 EM 166 -0.12062342D+05 0.0260210 0.0000022 EM 167 -0.12062316D+05 0.0258723 0.0000021 EM 168 -0.12062290D+05 0.0257205 0.0000021 EM 169 -0.12062265D+05 0.0255643 0.0000021 EM 170 -0.12062239D+05 0.0254023 0.0000021 EM 171 -0.12062214D+05 0.0252335 0.0000021 EM 172 -0.12062189D+05 0.0250566 0.0000021 EM 173 -0.12062164D+05 0.0248708 0.0000021 EM 174 -0.12062140D+05 0.0245760 0.0000020 EM 175 -0.12062115D+05 0.0245754 0.0000020 EM 176 -0.12062091D+05 0.0242586 0.0000020 EM 177 -0.12062067D+05 0.0240219 0.0000020 EM 178 -0.12062043D+05 0.0237776 0.0000020 EM 179 -0.12062020D+05 0.0235229 0.0000020 EM 180 -0.12061996D+05 0.0232556 0.0000019 EM 181 -0.12061973D+05 0.0229755 0.0000019 EM 182 -0.12061951D+05 0.0226826 0.0000019 EM 183 -0.12061928D+05 0.0223771 0.0000019 EM 184 -0.12061906D+05 0.0220592 0.0000018 EM 185 -0.12061885D+05 0.0217296 0.0000018 EM 186 -0.12061863D+05 0.0213885 0.0000018 EM 187 -0.12061842D+05 0.0210366 0.0000017 EM 188 -0.12061821D+05 0.0206745 0.0000017 EM 189 -0.12061801D+05 0.0203028 0.0000017 EM 190 -0.12061781D+05 0.0199225 0.0000017 EM 191 -0.12061762D+05 0.0195342 0.0000016 EM 192 -0.12061743D+05 0.0191387 0.0000016 EM 193 -0.12061724D+05 0.0187370 0.0000016 EM 194 -0.12061705D+05 0.0183299 0.0000015 EM 195 -0.12061688D+05 0.0179184 0.0000015 EM 196 -0.12061670D+05 0.0175033 0.0000015 EM 197 -0.12061653D+05 0.0170856 0.0000014 EM 198 -0.12061636D+05 0.0166663 0.0000014 EM 199 -0.12061620D+05 0.0162463 0.0000013 EM 200 -0.12061604D+05 0.0158265 0.0000013 EM 201 -0.12061589D+05 0.0154080 0.0000013 EM 202 -0.12061574D+05 0.0149916 0.0000012 EM 203 -0.12061559D+05 0.0145782 0.0000012 EM 204 -0.12061545D+05 0.0141687 0.0000012 EM 205 -0.12061531D+05 0.0137640 0.0000011 EM 206 -0.12061518D+05 0.0133648 0.0000011 EM 207 -0.12061505D+05 0.0129720 0.0000011 EM 208 -0.12061492D+05 0.0125862 0.0000010 EM 209 -0.12061480D+05 0.0122082 0.0000010 EM 210 -0.12061468D+05 0.0118386 0.0000010 EM 211 -0.12061457D+05 0.0114778 0.0000010 EM 212 -0.12061446D+05 0.0111265 0.0000009 EM 213 -0.12061435D+05 0.0107851 0.0000009 EM 214 -0.12061424D+05 0.0104539 0.0000009 EM 215 -0.12061415D+05 0.0099358 0.0000008 EM 216 -0.12061405D+05 0.0099695 0.0000008 EM 217 -0.12061395D+05 0.0095488 0.0000008 EM 218 -0.12061386D+05 0.0092458 0.0000008 EM 219 -0.12061377D+05 0.0089635 0.0000007 EM 220 -0.12061368D+05 0.0086970 0.0000007 EM 221 -0.12061360D+05 0.0084423 0.0000007 EM 222 -0.12061351D+05 0.0081990 0.0000007 EM 223 -0.12061344D+05 0.0079667 0.0000007 EM 224 -0.12061336D+05 0.0077451 0.0000006 EM 225 -0.12061328D+05 0.0075341 0.0000006 EM 226 -0.12061321D+05 0.0073332 0.0000006 EM 227 -0.12061314D+05 0.0071424 0.0000006 EM 228 -0.12061307D+05 0.0069611 0.0000006 EM 229 -0.12061300D+05 0.0067890 0.0000006 EM 230 -0.12061293D+05 0.0066258 0.0000005 EM 231 -0.12061287D+05 0.0064712 0.0000005 EM 232 -0.12061281D+05 0.0063246 0.0000005 EM 233 -0.12061274D+05 0.0061858 0.0000005 EM 234 -0.12061268D+05 0.0060544 0.0000005 EM 235 -0.12061262D+05 0.0059299 0.0000005 EM 236 -0.12061257D+05 0.0058119 0.0000005 EM 237 -0.12061251D+05 0.0057001 0.0000005 EM 238 -0.12061245D+05 0.0055941 0.0000005 EM 239 -0.12061240D+05 0.0054934 0.0000005 EM 240 -0.12061234D+05 0.0053978 0.0000004 EM 241 -0.12061229D+05 0.0053069 0.0000004 EM 242 -0.12061224D+05 0.0052204 0.0000004 EM 243 -0.12061219D+05 0.0051378 0.0000004 EM 244 -0.12061214D+05 0.0050589 0.0000004 EM 245 -0.12061209D+05 0.0049834 0.0000004 EM 246 -0.12061204D+05 0.0049110 0.0000004 EM 247 -0.12061199D+05 0.0048414 0.0000004 EM 248 -0.12061194D+05 0.0047743 0.0000004 EM 249 -0.12061189D+05 0.0047096 0.0000004 EM 250 -0.12061185D+05 0.0046468 0.0000004 EM 251 -0.12061180D+05 0.0045859 0.0000004 EM 252 -0.12061176D+05 0.0045267 0.0000004 EM 253 -0.12061171D+05 0.0044688 0.0000004 EM 254 -0.12061167D+05 0.0044122 0.0000004 EM 255 -0.12061162D+05 0.0043567 0.0000004 EM 256 -0.12061158D+05 0.0042083 0.0000003 EM 257 -0.12061154D+05 0.0043283 0.0000004 EM 258 -0.12061124D+05 0.0299284 0.0000025 QN 259 -0.12061110D+05 0.0144129 0.0000012 EM 260 -0.12061104D+05 0.0053722 0.0000004 EM 261 -0.12061099D+05 0.0047693 0.0000004 EM 262 -0.12061095D+05 0.0040987 0.0000003 EM 263 -0.12061092D+05 0.0036719 0.0000003 EM 264 -0.12061088D+05 0.0033917 0.0000003 EM 265 -0.12061085D+05 0.0032012 0.0000003 EM 266 -0.12061082D+05 0.0030645 0.0000003 EM 267 -0.12061079D+05 0.0029613 0.0000002 EM 268 -0.12061076D+05 0.0028795 0.0000002 EM 269 -0.12061073D+05 0.0028115 0.0000002 EM 270 -0.12061071D+05 0.0027526 0.0000002 EM 271 -0.12060986D+05 0.0850464 0.0000071 QN 272 -0.12060984D+05 0.0013160 0.0000001 EM 273 -0.12060984D+05 0.0002931 0.0000000 EM TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.18449485D+05 0.0000000 0.0000000 EM 2 -0.14033148D+05 4416.3372805 0.2393746 EM 3 -0.12896626D+05 1136.5221330 0.0809884 EM 4 -0.12436055D+05 460.5711107 0.0357125 EM 5 -0.12272510D+05 163.5444560 0.0131508 EM 6 -0.12211546D+05 60.9641269 0.0049675 EM 7 -0.12182367D+05 29.1796815 0.0023895 EM 8 -0.12164733D+05 17.6333454 0.0014474 EM 9 -0.12152569D+05 12.1639174 0.0009999 EM 10 -0.12143551D+05 9.0182877 0.0007421 EM 11 -0.12136560D+05 6.9913270 0.0005757 EM 12 -0.12130974D+05 5.5852143 0.0004602 EM 13 -0.12126416D+05 4.5582517 0.0003758 EM 14 -0.12122632D+05 3.7839337 0.0003120 EM 15 -0.12119442D+05 3.1903424 0.0002632 EM 16 -0.12116712D+05 2.7300172 0.0002253 EM 17 -0.12114344D+05 2.3681098 0.0001954 EM 18 -0.12112265D+05 2.0791690 0.0001716 EM 19 -0.12110419D+05 1.8455490 0.0001524 EM 20 -0.12108764D+05 1.6553127 0.0001367 EM 21 -0.12107264D+05 1.4999178 0.0001239 EM 22 -0.12105892D+05 1.3722104 0.0001133 EM 23 -0.12104626D+05 1.2653588 0.0001045 EM 24 -0.12103453D+05 1.1732974 0.0000969 EM 25 -0.12102361D+05 1.0919696 0.0000902 EM 26 -0.12101341D+05 1.0195558 0.0000842 EM 27 -0.12100386D+05 0.9553718 0.0000789 EM 28 -0.12099487D+05 0.8988012 0.0000743 EM 29 -0.12098638D+05 0.8489836 0.0000702 EM 30 -0.12097833D+05 0.8049385 0.0000665 EM 31 -0.12097068D+05 0.7657280 0.0000633 EM 32 -0.12096337D+05 0.7305382 0.0000604 EM 33 -0.12095638D+05 0.6986976 0.0000578 EM 34 -0.12094969D+05 0.6696667 0.0000554 EM 35 -0.12094326D+05 0.6430202 0.0000532 EM 36 -0.12093707D+05 0.6184289 0.0000511 EM 37 -0.12093112D+05 0.5956424 0.0000493 EM 38 -0.12092537D+05 0.5744730 0.0000475 EM 39 -0.12091982D+05 0.5547810 0.0000459 EM 40 -0.12091446D+05 0.5364599 0.0000444 EM 41 -0.12090927D+05 0.5194249 0.0000430 EM 42 -0.12090423D+05 0.5036019 0.0000417 EM 43 -0.12089934D+05 0.4889217 0.0000404 EM 44 -0.12089459D+05 0.4753152 0.0000393 EM 45 -0.12088996D+05 0.4627116 0.0000383 EM 46 -0.12088545D+05 0.4510384 0.0000373 EM 47 -0.12088105D+05 0.4402221 0.0000364 EM 48 -0.12087675D+05 0.4301891 0.0000356 EM 49 -0.12087254D+05 0.4208675 0.0000348 EM 50 -0.12086841D+05 0.4121873 0.0000341 EM 51 -0.12086437D+05 0.4040677 0.0000334 EM 52 -0.12086041D+05 0.3964901 0.0000328 EM 53 -0.12085652D+05 0.3893461 0.0000322 EM 54 -0.12085269D+05 0.3826011 0.0000317 EM 55 -0.12084893D+05 0.3762015 0.0000311 EM 56 -0.12084523D+05 0.3700997 0.0000306 EM 57 -0.12084158D+05 0.3642529 0.0000301 EM 58 -0.12083800D+05 0.3586214 0.0000297 EM 59 -0.12083447D+05 0.3531703 0.0000292 EM 60 -0.12083099D+05 0.3478681 0.0000288 EM 61 -0.12082756D+05 0.3426877 0.0000284 EM 62 -0.12082418D+05 0.3376052 0.0000279 EM 63 -0.12082086D+05 0.3326010 0.0000275 EM 64 -0.12081463D+05 0.6228998 0.0000516 QN 65 -0.12080715D+05 0.7481999 0.0000619 EM 66 -0.12080373D+05 0.3420693 0.0000283 EM 67 -0.12080059D+05 0.3140655 0.0000260 EM 68 -0.12079755D+05 0.3036373 0.0000251 EM 69 -0.12079458D+05 0.2965306 0.0000245 EM 70 -0.12079168D+05 0.2906731 0.0000241 EM 71 -0.12078882D+05 0.2854383 0.0000236 EM 72 -0.12078602D+05 0.2805521 0.0000232 EM 73 -0.12078326D+05 0.2758772 0.0000228 EM 74 -0.12078055D+05 0.2713415 0.0000225 EM 75 -0.12077788D+05 0.2669068 0.0000221 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 47 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.28592408D+05 0.0000000 0.0000000 EM 2 -0.13647261D+05 ************ 0.5226963 EM 3 -0.12789786D+05 857.4753490 0.0628313 EM 4 -0.12492246D+05 297.5400803 0.0232639 EM 5 -0.12352831D+05 139.4151313 0.0111601 EM 6 -0.12275477D+05 77.3537337 0.0062620 EM 7 -0.12227320D+05 48.1571903 0.0039230 EM 8 -0.12194488D+05 32.8321039 0.0026851 EM 9 -0.12170440D+05 24.0475765 0.0019720 EM 10 -0.12151954D+05 18.4862000 0.0015189 EM 11 -0.12137216D+05 14.7380873 0.0012128 EM 12 -0.12125180D+05 12.0357965 0.0009916 EM 13 -0.12115028D+05 10.1521810 0.0008373 EM 14 -0.12106554D+05 8.4744216 0.0006995 EM 15 -0.12099578D+05 6.9759896 0.0005762 EM 16 -0.12093834D+05 5.7438155 0.0004747 EM 17 -0.12089078D+05 4.7557452 0.0003932 EM 18 -0.12085119D+05 3.9588227 0.0003275 EM 19 -0.12081834D+05 3.2855390 0.0002719 EM 20 -0.12079090D+05 2.7437826 0.0002271 EM 21 -0.12076769D+05 2.3206819 0.0001921 EM 22 -0.12074796D+05 1.9730972 0.0001634 EM 23 -0.12073132D+05 1.6646272 0.0001379 EM 24 -0.12071727D+05 1.4045167 0.0001163 EM 25 -0.12070532D+05 1.1955047 0.0000990 EM 26 -0.12069508D+05 1.0233069 0.0000848 EM 27 -0.12068627D+05 0.8808199 0.0000730 EM 28 -0.12067865D+05 0.7623203 0.0000632 EM 29 -0.12067202D+05 0.6630497 0.0000549 EM 30 -0.12066623D+05 0.5794521 0.0000480 EM 31 -0.12066114D+05 0.5087656 0.0000422 EM 32 -0.12065665D+05 0.4487730 0.0000372 EM 33 -0.12065267D+05 0.3976627 0.0000330 EM 34 -0.12064913D+05 0.3539425 0.0000293 EM 35 -0.12064597D+05 0.3163813 0.0000262 EM 36 -0.12064313D+05 0.2839641 0.0000235 EM 37 -0.12064057D+05 0.2558559 0.0000212 EM 38 -0.12063826D+05 0.2313701 0.0000192 EM 39 -0.12063616D+05 0.2099419 0.0000174 EM 40 -0.12063425D+05 0.1911060 0.0000158 EM 41 -0.12063250D+05 0.1744779 0.0000145 EM 42 -0.12063091D+05 0.1597389 0.0000132 EM 43 -0.12062944D+05 0.1466234 0.0000122 EM 44 -0.12062809D+05 0.1349087 0.0000112 EM 45 -0.12062685D+05 0.1244066 0.0000103 EM 46 -0.12062570D+05 0.1149574 0.0000095 EM 47 -0.12062463D+05 0.1064237 0.0000088 EM 48 -0.12062365D+05 0.0986870 0.0000082 EM 49 -0.12062274D+05 0.0910548 0.0000075 EM 50 -0.12062188D+05 0.0858954 0.0000071 EM 51 -0.12062108D+05 0.0791458 0.0000066 EM 52 -0.12062035D+05 0.0739071 0.0000061 EM 53 -0.12061966D+05 0.0687788 0.0000057 EM 54 -0.12061902D+05 0.0641122 0.0000053 EM 55 -0.12061842D+05 0.0597335 0.0000050 EM 56 -0.12061786D+05 0.0556551 0.0000046 EM 57 -0.12061734D+05 0.0518418 0.0000043 EM 58 -0.12061686D+05 0.0482801 0.0000040 EM 59 -0.12061641D+05 0.0449562 0.0000037 EM 60 -0.12061599D+05 0.0418594 0.0000035 EM 61 -0.12061560D+05 0.0389801 0.0000032 EM 62 -0.12061524D+05 0.0363087 0.0000030 EM 63 -0.12061514D+05 0.0100984 0.0000008 QN 64 -0.12061471D+05 0.0425104 0.0000035 EM 65 -0.12061439D+05 0.0320684 0.0000027 EM 66 -0.12061411D+05 0.0286043 0.0000024 EM 67 -0.12061384D+05 0.0264529 0.0000022 EM 68 -0.12061360D+05 0.0246152 0.0000020 EM 69 -0.12061337D+05 0.0230230 0.0000019 EM 70 -0.12061315D+05 0.0215695 0.0000018 EM 71 -0.12061295D+05 0.0202405 0.0000017 EM 72 -0.12061276D+05 0.0190149 0.0000016 EM 73 -0.12061258D+05 0.0178830 0.0000015 EM 74 -0.12061241D+05 0.0168351 0.0000014 EM 75 -0.12061225D+05 0.0158637 0.0000013 EM 76 -0.12061210D+05 0.0149620 0.0000012 EM 77 -0.12061196D+05 0.0141240 0.0000012 EM 78 -0.12061183D+05 0.0133444 0.0000011 EM 79 -0.12061170D+05 0.0126183 0.0000010 EM 80 -0.12061158D+05 0.0119412 0.0000010 EM 81 -0.12061147D+05 0.0113091 0.0000009 EM 82 -0.12061136D+05 0.0107184 0.0000009 EM 83 -0.12061126D+05 0.0101658 0.0000008 EM 84 -0.12061116D+05 0.0096482 0.0000008 EM 85 -0.12061107D+05 0.0091629 0.0000008 EM 86 -0.12061099D+05 0.0087074 0.0000007 EM 87 -0.12061090D+05 0.0082795 0.0000007 EM 88 -0.12061082D+05 0.0078769 0.0000007 EM 89 -0.12061075D+05 0.0074980 0.0000006 EM 90 -0.12061068D+05 0.0071407 0.0000006 EM 91 -0.12061061D+05 0.0066690 0.0000006 EM 92 -0.12061055D+05 0.0066289 0.0000005 EM 93 -0.12061048D+05 0.0061619 0.0000005 EM 94 -0.12061042D+05 0.0059105 0.0000005 EM 95 -0.12061037D+05 0.0056265 0.0000005 EM 96 -0.12061031D+05 0.0053751 0.0000004 EM 97 -0.12061026D+05 0.0051297 0.0000004 EM 98 -0.12061021D+05 0.0048994 0.0000004 EM 99 -0.12061017D+05 0.0046790 0.0000004 EM 100 -0.12061012D+05 0.0044696 0.0000004 EM 101 -0.12061008D+05 0.0042697 0.0000004 EM 102 -0.12061004D+05 0.0040790 0.0000003 EM 103 -0.12061000D+05 0.0038967 0.0000003 EM 104 -0.12060996D+05 0.0037222 0.0000003 EM 105 -0.12060993D+05 0.0035552 0.0000003 EM 106 -0.12060980D+05 0.0128253 0.0000011 QN 107 -0.12060974D+05 0.0060309 0.0000005 EM 108 -0.12060970D+05 0.0035013 0.0000003 EM 109 -0.12060968D+05 0.0027524 0.0000002 EM 110 -0.12060965D+05 0.0024570 0.0000002 EM 111 -0.12060963D+05 0.0021982 0.0000002 EM 112 -0.12060961D+05 0.0020187 0.0000002 EM 113 -0.12060959D+05 0.0018585 0.0000002 EM 114 -0.12060957D+05 0.0017260 0.0000001 EM 115 -0.12060956D+05 0.0016061 0.0000001 EM 116 -0.12060954D+05 0.0014995 0.0000001 EM 117 -0.12060953D+05 0.0014016 0.0000001 EM 118 -0.12060952D+05 0.0013119 0.0000001 EM 119 -0.12060950D+05 0.0012288 0.0000001 EM 120 -0.12060949D+05 0.0011519 0.0000001 EM 121 -0.12060948D+05 0.0010805 0.0000001 EM 122 -0.12060947D+05 0.0010145 0.0000001 EM 123 -0.12060946D+05 0.0009533 0.0000001 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 33 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.44966865D+05 0.0000000 0.0000000 EM 2 -0.17422696D+05 ************ 0.6125437 EM 3 -0.14473428D+05 2949.2680575 0.1692774 EM 4 -0.13136732D+05 1336.6959275 0.0923552 EM 5 -0.12583005D+05 553.7272840 0.0421511 EM 6 -0.12350436D+05 232.5689799 0.0184828 EM 7 -0.12250173D+05 100.2633320 0.0081182 EM 8 -0.12201891D+05 48.2816333 0.0039413 EM 9 -0.12174521D+05 27.3696984 0.0022431 EM 10 -0.12156510D+05 18.0116221 0.0014795 EM 11 -0.12143080D+05 13.4294321 0.0011047 EM 12 -0.12132121D+05 10.9598638 0.0009026 EM 13 -0.12122997D+05 9.1238207 0.0007520 EM 14 -0.12115556D+05 7.4405594 0.0006138 EM 15 -0.12109304D+05 6.2522498 0.0005161 EM 16 -0.12104179D+05 5.1248200 0.0004232 EM 17 -0.12099997D+05 4.1826007 0.0003456 EM 18 -0.12096490D+05 3.5063705 0.0002898 EM 19 -0.12093518D+05 2.9717862 0.0002457 EM 20 -0.12091025D+05 2.4929972 0.0002061 EM 21 -0.12088947D+05 2.0785791 0.0001719 EM 22 -0.12087202D+05 1.7447074 0.0001443 EM 23 -0.12085718D+05 1.4841195 0.0001228 EM 24 -0.12084440D+05 1.2781374 0.0001058 EM 25 -0.12083327D+05 1.1126801 0.0000921 EM 26 -0.12082349D+05 0.9778402 0.0000809 EM 27 -0.12081483D+05 0.8667680 0.0000717 EM 28 -0.12080708D+05 0.7744471 0.0000641 EM 29 -0.12080011D+05 0.6971737 0.0000577 EM 30 -0.12079379D+05 0.6320563 0.0000523 EM 31 -0.12078802D+05 0.5767775 0.0000477 EM 32 -0.12078273D+05 0.5294466 0.0000438 EM 33 -0.12077784D+05 0.4885281 0.0000404 EM 34 -0.12077331D+05 0.4527887 0.0000375 EM 35 -0.12076910D+05 0.4212498 0.0000349 EM 36 -0.12076517D+05 0.3931391 0.0000326 EM 37 -0.12076149D+05 0.3678467 0.0000305 EM 38 -0.12075804D+05 0.3448893 0.0000286 EM 39 -0.12075480D+05 0.3238803 0.0000268 EM 40 -0.12075176D+05 0.3045078 0.0000252 EM 41 -0.12074889D+05 0.2865176 0.0000237 EM 42 -0.12074620D+05 0.2697027 0.0000223 EM 43 -0.12074366D+05 0.2538948 0.0000210 EM 44 -0.12074127D+05 0.2389587 0.0000198 EM 45 -0.12073902D+05 0.2247883 0.0000186 EM 46 -0.12073691D+05 0.2113033 0.0000175 EM 47 -0.12073492D+05 0.1984460 0.0000164 EM 48 -0.12073306D+05 0.1861786 0.0000154 EM 49 -0.12073132D+05 0.1744794 0.0000145 EM 50 -0.12072968D+05 0.1633377 0.0000135 EM 51 -0.12072815D+05 0.1527477 0.0000127 EM 52 -0.12072671D+05 0.1441462 0.0000119 EM 53 -0.12072539D+05 0.1319437 0.0000109 EM 54 -0.12072415D+05 0.1242738 0.0000103 EM 55 -0.12072300D+05 0.1150911 0.0000095 EM 56 -0.12072193D+05 0.1069398 0.0000089 EM 57 -0.12072095D+05 0.0981805 0.0000081 EM 58 -0.12072005D+05 0.0896572 0.0000074 EM 59 -0.12071924D+05 0.0809359 0.0000067 EM 60 -0.12071851D+05 0.0728302 0.0000060 EM 61 -0.12071786D+05 0.0656197 0.0000054 EM 62 -0.12071726D+05 0.0596068 0.0000049 EM 63 -0.12071726D+05 0.0004232 0.0000000 QN 64 -0.12071672D+05 0.0542469 0.0000045 EM 65 -0.12071622D+05 0.0499347 0.0000041 EM 66 -0.12071575D+05 0.0464297 0.0000038 EM 67 -0.12071532D+05 0.0427897 0.0000035 EM 68 -0.12071493D+05 0.0398390 0.0000033 EM 69 -0.12071456D+05 0.0370455 0.0000031 EM 70 -0.12071421D+05 0.0346635 0.0000029 EM 71 -0.12071388D+05 0.0324689 0.0000027 EM 72 -0.12071358D+05 0.0305496 0.0000025 EM 73 -0.12071329D+05 0.0288027 0.0000024 EM 74 -0.12071302D+05 0.0272520 0.0000023 EM 75 -0.12071276D+05 0.0258463 0.0000021 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 48 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.29555861D+05 0.0000000 0.0000000 EM 2 -0.15307236D+05 ************ 0.4820914 EM 3 -0.13430329D+05 1876.9065144 0.1226156 EM 4 -0.12689809D+05 740.5205345 0.0551379 EM 5 -0.12392608D+05 297.2007224 0.0234204 EM 6 -0.12274518D+05 118.0894377 0.0095290 EM 7 -0.12222805D+05 51.7132191 0.0042131 EM 8 -0.12195759D+05 27.0466303 0.0022128 EM 9 -0.12178637D+05 17.1219064 0.0014039 EM 10 -0.12166116D+05 12.5202323 0.0010280 EM 11 -0.12156116D+05 10.0003044 0.0008220 EM 12 -0.12147699D+05 8.4170530 0.0006924 EM 13 -0.12140395D+05 7.3044304 0.0006013 EM 14 -0.12133953D+05 6.4421236 0.0005306 EM 15 -0.12128221D+05 5.7316226 0.0004724 EM 16 -0.12123088D+05 5.1328134 0.0004232 EM 17 -0.12118466D+05 4.6226009 0.0003813 EM 18 -0.12114283D+05 4.1826580 0.0003451 EM 19 -0.12110484D+05 3.7985730 0.0003136 EM 20 -0.12107025D+05 3.4597159 0.0002857 EM 21 -0.12103866D+05 3.1586185 0.0002609 EM 22 -0.12100976D+05 2.8902310 0.0002388 EM 23 -0.12098325D+05 2.6509910 0.0002191 EM 24 -0.12095888D+05 2.4370950 0.0002014 EM 25 -0.12093646D+05 2.2421504 0.0001854 EM 26 -0.12091588D+05 2.0578380 0.0001702 EM 27 -0.12089708D+05 1.8800239 0.0001555 EM 28 -0.12087996D+05 1.7112904 0.0001415 EM 29 -0.12086441D+05 1.5551908 0.0001287 EM 30 -0.12085028D+05 1.4131187 0.0001169 EM 31 -0.12083743D+05 1.2851358 0.0001063 EM 32 -0.12082572D+05 1.1706430 0.0000969 EM 33 -0.12081504D+05 1.0687375 0.0000885 EM 34 -0.12080525D+05 0.9783719 0.0000810 EM 35 -0.12079627D+05 0.8984246 0.0000744 EM 36 -0.12078799D+05 0.8277546 0.0000685 EM 37 -0.12078034D+05 0.7652530 0.0000634 EM 38 -0.12077324D+05 0.7098828 0.0000588 EM 39 -0.12076663D+05 0.6607066 0.0000547 EM 40 -0.12076046D+05 0.6168977 0.0000511 EM 41 -0.12075468D+05 0.5777418 0.0000478 EM 42 -0.12074926D+05 0.5426292 0.0000449 EM 43 -0.12074415D+05 0.5110439 0.0000423 EM 44 -0.12073932D+05 0.4825493 0.0000400 EM 45 -0.12073476D+05 0.4567744 0.0000378 EM 46 -0.12073042D+05 0.4334014 0.0000359 EM 47 -0.12072630D+05 0.4121550 0.0000341 EM 48 -0.12072237D+05 0.3927959 0.0000325 EM 49 -0.12071862D+05 0.3751158 0.0000311 EM 50 -0.12071503D+05 0.3589347 0.0000297 EM 51 -0.12071158D+05 0.3446933 0.0000286 EM 52 -0.12070828D+05 0.3307691 0.0000274 EM 53 -0.12070509D+05 0.3182937 0.0000264 EM 54 -0.12070203D+05 0.3061683 0.0000254 EM 55 -0.12069907D+05 0.2958359 0.0000245 EM 56 -0.12069621D+05 0.2858707 0.0000237 EM 57 -0.12069345D+05 0.2768787 0.0000229 EM 58 -0.12069076D+05 0.2684108 0.0000222 EM 59 -0.12068816D+05 0.2605780 0.0000216 EM 60 -0.12068562D+05 0.2531871 0.0000210 EM 61 -0.12068316D+05 0.2462064 0.0000204 EM 62 -0.12068077D+05 0.2395101 0.0000198 EM 63 -0.12066844D+05 1.2323423 0.0001021 QN 64 -0.12066061D+05 0.7836342 0.0000649 EM 65 -0.12065867D+05 0.1940075 0.0000161 EM 66 -0.12065690D+05 0.1763072 0.0000146 EM 67 -0.12065533D+05 0.1574731 0.0000131 EM 68 -0.12065391D+05 0.1415890 0.0000117 EM 69 -0.12065262D+05 0.1298162 0.0000108 EM 70 -0.12065143D+05 0.1182007 0.0000098 EM 71 -0.12065035D+05 0.1086183 0.0000090 EM 72 -0.12064936D+05 0.0989680 0.0000082 EM 73 -0.12064845D+05 0.0907624 0.0000075 EM 74 -0.12064762D+05 0.0825680 0.0000068 EM 75 -0.12064687D+05 0.0755331 0.0000063 EM 76 -0.12064331D+05 0.3561055 0.0000295 QN 77 -0.12064179D+05 0.1515961 0.0000126 EM 78 -0.12064133D+05 0.0456782 0.0000038 EM 79 -0.12064103D+05 0.0304647 0.0000025 EM 80 -0.12064081D+05 0.0221457 0.0000018 EM 81 -0.12064064D+05 0.0166116 0.0000014 EM 82 -0.12064051D+05 0.0136873 0.0000011 EM 83 -0.12064040D+05 0.0108752 0.0000009 EM 84 -0.12064030D+05 0.0094363 0.0000008 EM 85 -0.12064023D+05 0.0075425 0.0000006 EM 86 -0.12064016D+05 0.0067346 0.0000006 EM 87 -0.12064011D+05 0.0052467 0.0000004 EM 88 -0.12064006D+05 0.0047984 0.0000004 EM 89 -0.12064002D+05 0.0035227 0.0000003 EM 90 -0.12063999D+05 0.0033287 0.0000003 EM 91 -0.12063997D+05 0.0021698 0.0000002 EM 92 -0.12063995D+05 0.0021872 0.0000002 EM 93 -0.12063994D+05 0.0010847 0.0000001 EM 94 -0.12063992D+05 0.0012987 0.0000001 EM 95 -0.12063992D+05 0.0002053 0.0000000 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 45 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.35736144D+05 0.0000000 0.0000000 EM 2 -0.15698499D+05 ************ 0.5607109 EM 3 -0.13666516D+05 2031.9829134 0.1294380 EM 4 -0.12712609D+05 953.9073845 0.0697989 EM 5 -0.12408220D+05 304.3883356 0.0239438 EM 6 -0.12278575D+05 129.6456636 0.0104484 EM 7 -0.12219928D+05 58.6467553 0.0047763 EM 8 -0.12191519D+05 28.4092833 0.0023248 EM 9 -0.12176209D+05 15.3092337 0.0012557 EM 10 -0.12166803D+05 9.4066792 0.0007725 EM 11 -0.12160174D+05 6.6282694 0.0005448 EM 12 -0.12154854D+05 5.3204188 0.0004375 EM 13 -0.12150082D+05 4.7718755 0.0003926 EM 14 -0.12145437D+05 4.6449366 0.0003823 EM 15 -0.12140686D+05 4.7507758 0.0003912 EM 16 -0.12135725D+05 4.9614172 0.0004087 EM 17 -0.12130548D+05 5.1768129 0.0004266 EM 18 -0.12125231D+05 5.3176133 0.0004384 EM 19 -0.12119904D+05 5.3267209 0.0004393 EM 20 -0.12114736D+05 5.1675723 0.0004264 EM 21 -0.12109904D+05 4.8323015 0.0003989 EM 22 -0.12105552D+05 4.3521940 0.0003594 EM 23 -0.12101766D+05 3.7860868 0.0003128 EM 24 -0.12098548D+05 3.2176536 0.0002659 EM 25 -0.12095835D+05 2.7132074 0.0002243 EM 26 -0.12093536D+05 2.2989106 0.0001901 EM 27 -0.12091570D+05 1.9659629 0.0001626 EM 28 -0.12089877D+05 1.6932445 0.0001400 EM 29 -0.12088409D+05 1.4672532 0.0001214 EM 30 -0.12087129D+05 1.2806883 0.0001059 EM 31 -0.12086002D+05 1.1272153 0.0000933 EM 32 -0.12085000D+05 1.0011395 0.0000828 EM 33 -0.12084103D+05 0.8977652 0.0000743 EM 34 -0.12083289D+05 0.8132200 0.0000673 EM 35 -0.12082545D+05 0.7443228 0.0000616 EM 36 -0.12081856D+05 0.6887228 0.0000570 EM 37 -0.12081212D+05 0.6445652 0.0000533 EM 38 -0.12080602D+05 0.6095633 0.0000505 EM 39 -0.12080022D+05 0.5805299 0.0000481 EM 40 -0.12079467D+05 0.5548134 0.0000459 EM 41 -0.12078934D+05 0.5333878 0.0000442 EM 42 -0.12078416D+05 0.5170687 0.0000428 EM 43 -0.12077912D+05 0.5044756 0.0000418 EM 44 -0.12077418D+05 0.4944835 0.0000409 EM 45 -0.12076933D+05 0.4848380 0.0000401 EM 46 -0.12076462D+05 0.4708674 0.0000390 EM 47 -0.12076011D+05 0.4512793 0.0000374 EM 48 -0.12075574D+05 0.4368176 0.0000362 EM 49 -0.12075145D+05 0.4284874 0.0000355 EM 50 -0.12074727D+05 0.4184694 0.0000347 EM 51 -0.12074319D+05 0.4075611 0.0000338 EM 52 -0.12073924D+05 0.3952694 0.0000327 EM 53 -0.12073542D+05 0.3821545 0.0000317 EM 54 -0.12073173D+05 0.3687453 0.0000305 EM 55 -0.12072818D+05 0.3547328 0.0000294 EM 56 -0.12072477D+05 0.3409441 0.0000282 EM 57 -0.12072150D+05 0.3274586 0.0000271 EM 58 -0.12071836D+05 0.3141994 0.0000260 EM 59 -0.12071534D+05 0.3012391 0.0000250 EM 60 -0.12071246D+05 0.2885498 0.0000239 EM 61 -0.12070970D+05 0.2760994 0.0000229 EM 62 -0.12070706D+05 0.2637943 0.0000219 EM 63 -0.12070565D+05 0.1408744 0.0000117 QN 64 -0.12070308D+05 0.2574446 0.0000213 EM 65 -0.12070073D+05 0.2346249 0.0000194 EM 66 -0.12069853D+05 0.2201148 0.0000182 EM 67 -0.12069646D+05 0.2067828 0.0000171 EM 68 -0.12069452D+05 0.1939201 0.0000161 EM 69 -0.12069271D+05 0.1815959 0.0000150 EM 70 -0.12069101D+05 0.1698987 0.0000141 EM 71 -0.12068942D+05 0.1588319 0.0000132 EM 72 -0.12068794D+05 0.1483595 0.0000123 EM 73 -0.12068655D+05 0.1384451 0.0000115 EM 74 -0.12068526D+05 0.1290634 0.0000107 EM 75 -0.12068406D+05 0.1201953 0.0000100 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.31871035D+05 0.0000000 0.0000000 EM 2 -0.14176835D+05 ************ 0.5551812 EM 3 -0.13021741D+05 1155.0948031 0.0814776 EM 4 -0.12659644D+05 362.0966275 0.0278071 EM 5 -0.12476044D+05 183.5999709 0.0145028 EM 6 -0.12363408D+05 112.6357660 0.0090282 EM 7 -0.12287661D+05 75.7474901 0.0061267 EM 8 -0.12235281D+05 52.3794330 0.0042628 EM 9 -0.12198503D+05 36.7784689 0.0030059 EM 10 -0.12172542D+05 25.9607367 0.0021282 EM 11 -0.12154017D+05 18.5246452 0.0015218 EM 12 -0.12140496D+05 13.5213241 0.0011125 EM 13 -0.12130428D+05 10.0680178 0.0008293 EM 14 -0.12122761D+05 7.6672238 0.0006321 EM 15 -0.12116782D+05 5.9785739 0.0004932 EM 16 -0.12112013D+05 4.7696295 0.0003936 EM 17 -0.12108132D+05 3.8810147 0.0003204 EM 18 -0.12104919D+05 3.2123499 0.0002653 EM 19 -0.12102220D+05 2.6992891 0.0002230 EM 20 -0.12099922D+05 2.2980102 0.0001899 EM 21 -0.12097943D+05 1.9787508 0.0001635 EM 22 -0.12096222D+05 1.7209073 0.0001422 EM 23 -0.12094712D+05 1.5098829 0.0001248 EM 24 -0.12093377D+05 1.3351862 0.0001104 EM 25 -0.12092188D+05 1.1891613 0.0000983 EM 26 -0.12091122D+05 1.0658193 0.0000881 EM 27 -0.12090162D+05 0.9604633 0.0000794 EM 28 -0.12089292D+05 0.8699048 0.0000720 EM 29 -0.12088500D+05 0.7919178 0.0000655 EM 30 -0.12087775D+05 0.7246069 0.0000599 EM 31 -0.12087109D+05 0.6662864 0.0000551 EM 32 -0.12086494D+05 0.6153875 0.0000509 EM 33 -0.12085923D+05 0.5703729 0.0000472 EM 34 -0.12085394D+05 0.5297381 0.0000438 EM 35 -0.12084901D+05 0.4922978 0.0000407 EM 36 -0.12084444D+05 0.4576645 0.0000379 EM 37 -0.12084017D+05 0.4261290 0.0000353 EM 38 -0.12083620D+05 0.3978389 0.0000329 EM 39 -0.12083247D+05 0.3724832 0.0000308 EM 40 -0.12082898D+05 0.3496154 0.0000289 EM 41 -0.12082569D+05 0.3288582 0.0000272 EM 42 -0.12082259D+05 0.3099120 0.0000256 EM 43 -0.12081966D+05 0.2925339 0.0000242 EM 44 -0.12081690D+05 0.2765241 0.0000229 EM 45 -0.12081428D+05 0.2617170 0.0000217 EM 46 -0.12081180D+05 0.2479744 0.0000205 EM 47 -0.12080945D+05 0.2351798 0.0000195 EM 48 -0.12080722D+05 0.2230855 0.0000185 EM 49 -0.12080509D+05 0.2123013 0.0000176 EM 50 -0.12080308D+05 0.2015624 0.0000167 EM 51 -0.12080116D+05 0.1916925 0.0000159 EM 52 -0.12079934D+05 0.1824215 0.0000151 EM 53 -0.12079760D+05 0.1736708 0.0000144 EM 54 -0.12079595D+05 0.1654137 0.0000137 EM 55 -0.12079437D+05 0.1576057 0.0000130 EM 56 -0.12079287D+05 0.1502184 0.0000124 EM 57 -0.12079144D+05 0.1432212 0.0000119 EM 58 -0.12079007D+05 0.1365895 0.0000113 EM 59 -0.12078877D+05 0.1302999 0.0000108 EM 60 -0.12078752D+05 0.1243319 0.0000103 EM 61 -0.12078634D+05 0.1186665 0.0000098 EM 62 -0.12078520D+05 0.1132867 0.0000094 EM 63 -0.12078412D+05 0.1081769 0.0000090 EM 64 -0.12078309D+05 0.1033225 0.0000086 EM 65 -0.12078210D+05 0.0987103 0.0000082 EM 66 -0.12078116D+05 0.0943280 0.0000078 EM 67 -0.12078026D+05 0.0901641 0.0000075 EM 68 -0.12078023D+05 0.0023374 0.0000002 QN 69 -0.12077940D+05 0.0838029 0.0000069 EM 70 -0.12077857D+05 0.0824219 0.0000068 EM 71 -0.12077778D+05 0.0788761 0.0000065 EM 72 -0.12077703D+05 0.0754875 0.0000063 EM 73 -0.12077631D+05 0.0722624 0.0000060 EM 74 -0.12077561D+05 0.0692049 0.0000057 EM 75 -0.12077495D+05 0.0662989 0.0000055 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 43 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.29583380D+05 0.0000000 0.0000000 EM 2 -0.13738574D+05 ************ 0.5355982 EM 3 -0.12633707D+05 1104.8676921 0.0804208 EM 4 -0.12371165D+05 262.5418130 0.0207811 EM 5 -0.12277708D+05 93.4563614 0.0075544 EM 6 -0.12230290D+05 47.4182961 0.0038621 EM 7 -0.12205743D+05 24.5466543 0.0020070 EM 8 -0.12191025D+05 14.7180876 0.0012058 EM 9 -0.12180890D+05 10.1350937 0.0008314 EM 10 -0.12173184D+05 7.7066107 0.0006327 EM 11 -0.12166804D+05 6.3800620 0.0005241 EM 12 -0.12161188D+05 5.6153948 0.0004615 EM 13 -0.12156160D+05 5.0278026 0.0004134 EM 14 -0.12151785D+05 4.3750471 0.0003599 EM 15 -0.12148028D+05 3.7571095 0.0003092 EM 16 -0.12144848D+05 3.1799129 0.0002618 EM 17 -0.12142183D+05 2.6657577 0.0002195 EM 18 -0.12139929D+05 2.2533714 0.0001856 EM 19 -0.12138001D+05 1.9280302 0.0001588 EM 20 -0.12136334D+05 1.6671485 0.0001373 EM 21 -0.12134879D+05 1.4544979 0.0001198 EM 22 -0.12133600D+05 1.2790443 0.0001054 EM 23 -0.12132467D+05 1.1329629 0.0000934 EM 24 -0.12131457D+05 1.0104613 0.0000833 EM 25 -0.12130550D+05 0.9071142 0.0000748 EM 26 -0.12129730D+05 0.8194672 0.0000676 EM 27 -0.12128986D+05 0.7447842 0.0000614 EM 28 -0.12128305D+05 0.6808767 0.0000561 EM 29 -0.12127679D+05 0.6259831 0.0000516 EM 30 -0.12127100D+05 0.5786794 0.0000477 EM 31 -0.12126562D+05 0.5378114 0.0000443 EM 32 -0.12126060D+05 0.5024425 0.0000414 EM 33 -0.12125588D+05 0.4718122 0.0000389 EM 34 -0.12125143D+05 0.4453037 0.0000367 EM 35 -0.12124720D+05 0.4224168 0.0000348 EM 36 -0.12124318D+05 0.4027474 0.0000332 EM 37 -0.12123932D+05 0.3859701 0.0000318 EM 38 -0.12123560D+05 0.3718235 0.0000307 EM 39 -0.12123200D+05 0.3600995 0.0000297 EM 40 -0.12122849D+05 0.3506327 0.0000289 EM 41 -0.12122506D+05 0.3432928 0.0000283 EM 42 -0.12122168D+05 0.3379763 0.0000279 EM 43 -0.12121833D+05 0.3346003 0.0000276 EM 44 -0.12121500D+05 0.3330951 0.0000275 EM 45 -0.12121167D+05 0.3333968 0.0000275 EM 46 -0.12120831D+05 0.3354408 0.0000277 EM 47 -0.12120492D+05 0.3391524 0.0000280 EM 48 -0.12120148D+05 0.3444392 0.0000284 EM 49 -0.12119796D+05 0.3511617 0.0000290 EM 50 -0.12119437D+05 0.3592330 0.0000296 EM 51 -0.12119069D+05 0.3683746 0.0000304 EM 52 -0.12118690D+05 0.3783836 0.0000312 EM 53 -0.12118302D+05 0.3889595 0.0000321 EM 54 -0.12117902D+05 0.3997637 0.0000330 EM 55 -0.12117491D+05 0.4104201 0.0000339 EM 56 -0.12117071D+05 0.4205300 0.0000347 EM 57 -0.12116641D+05 0.4296905 0.0000355 EM 58 -0.12116204D+05 0.4375165 0.0000361 EM 59 -0.12115760D+05 0.4436638 0.0000366 EM 60 -0.12115312D+05 0.4478491 0.0000370 EM 61 -0.12114862D+05 0.4498665 0.0000371 EM 62 -0.12112902D+05 1.9606652 0.0001618 QN 63 -0.12112083D+05 0.8189383 0.0000676 EM 64 -0.12111530D+05 0.5522409 0.0000456 EM 65 -0.12111040D+05 0.4906201 0.0000405 EM 66 -0.12110592D+05 0.4476008 0.0000370 EM 67 -0.12110180D+05 0.4118144 0.0000340 EM 68 -0.12109800D+05 0.3802789 0.0000314 EM 69 -0.12109448D+05 0.3517300 0.0000290 EM 70 -0.12109123D+05 0.3255350 0.0000269 EM 71 -0.12108821D+05 0.3013436 0.0000249 EM 72 -0.12108543D+05 0.2789409 0.0000230 EM 73 -0.12108284D+05 0.2581772 0.0000213 EM 74 -0.12108045D+05 0.2389344 0.0000197 EM 75 -0.12107694D+05 0.3509397 0.0000290 QN TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 24 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.25264409D+05 0.0000000 0.0000000 EM 2 -0.16502734D+05 8761.6751052 0.3467991 EM 3 -0.14048001D+05 2454.7332643 0.1487471 EM 4 -0.13129782D+05 918.2190898 0.0653630 EM 5 -0.12656571D+05 473.2107340 0.0360410 EM 6 -0.12424248D+05 232.3233649 0.0183559 EM 7 -0.12306615D+05 117.6333296 0.0094680 EM 8 -0.12240785D+05 65.8298724 0.0053491 EM 9 -0.12200286D+05 40.4986315 0.0033085 EM 10 -0.12173608D+05 26.6777683 0.0021867 EM 11 -0.12155036D+05 18.5718545 0.0015256 EM 12 -0.12141467D+05 13.5695246 0.0011164 EM 13 -0.12131120D+05 10.3471829 0.0008522 EM 14 -0.12122982D+05 8.1381769 0.0006709 EM 15 -0.12116462D+05 6.5190822 0.0005377 EM 16 -0.12111004D+05 5.4580643 0.0004505 EM 17 -0.12106409D+05 4.5954203 0.0003794 EM 18 -0.12102601D+05 3.8077693 0.0003145 EM 19 -0.12099424D+05 3.1773074 0.0002625 EM 20 -0.12096712D+05 2.7121547 0.0002242 EM 21 -0.12094368D+05 2.3436030 0.0001937 EM 22 -0.12092353D+05 2.0156096 0.0001667 EM 23 -0.12090635D+05 1.7173425 0.0001420 EM 24 -0.12089172D+05 1.4630338 0.0001210 EM 25 -0.12087914D+05 1.2585610 0.0001041 EM 26 -0.12086816D+05 1.0979507 0.0000908 EM 27 -0.12085845D+05 0.9709745 0.0000803 EM 28 -0.12084976D+05 0.8684640 0.0000719 EM 29 -0.12084192D+05 0.7844223 0.0000649 EM 30 -0.12083476D+05 0.7153191 0.0000592 EM 31 -0.12082818D+05 0.6586350 0.0000545 EM 32 -0.12082206D+05 0.6120947 0.0000507 EM 33 -0.12081632D+05 0.5736084 0.0000475 EM 34 -0.12081091D+05 0.5413894 0.0000448 EM 35 -0.12080577D+05 0.5139846 0.0000425 EM 36 -0.12080087D+05 0.4902279 0.0000406 EM 37 -0.12079617D+05 0.4691802 0.0000388 EM 38 -0.12079167D+05 0.4500837 0.0000373 EM 39 -0.12078735D+05 0.4323307 0.0000358 EM 40 -0.12078319D+05 0.4154429 0.0000344 EM 41 -0.12077920D+05 0.3990570 0.0000330 EM 42 -0.12077537D+05 0.3829139 0.0000317 EM 43 -0.12077171D+05 0.3668518 0.0000304 EM 44 -0.12076820D+05 0.3507964 0.0000290 EM 45 -0.12076485D+05 0.3347424 0.0000277 EM 46 -0.12076166D+05 0.3187295 0.0000264 EM 47 -0.12075864D+05 0.3028198 0.0000251 EM 48 -0.12075576D+05 0.2876605 0.0000238 EM 49 -0.12075305D+05 0.2707527 0.0000224 EM 50 -0.12075048D+05 0.2567506 0.0000213 EM 51 -0.12074807D+05 0.2415988 0.0000200 EM 52 -0.12074579D+05 0.2274657 0.0000188 EM 53 -0.12074366D+05 0.2136031 0.0000177 EM 54 -0.12074165D+05 0.2002341 0.0000166 EM 55 -0.12073978D+05 0.1871742 0.0000155 EM 56 -0.12073804D+05 0.1743069 0.0000144 EM 57 -0.12073642D+05 0.1615736 0.0000134 EM 58 -0.12073493D+05 0.1491493 0.0000124 EM 59 -0.12073356D+05 0.1374731 0.0000114 EM 60 -0.12073229D+05 0.1269739 0.0000105 EM 61 -0.12073111D+05 0.1177469 0.0000098 EM 62 -0.12073002D+05 0.1095801 0.0000091 EM 63 -0.12072899D+05 0.1022238 0.0000085 EM 64 -0.12072804D+05 0.0955203 0.0000079 EM 65 -0.12072714D+05 0.0893796 0.0000074 EM 66 -0.12072713D+05 0.0011375 0.0000001 QN 67 -0.12072630D+05 0.0830257 0.0000069 EM 68 -0.12072552D+05 0.0779954 0.0000065 EM 69 -0.12072478D+05 0.0739421 0.0000061 EM 70 -0.12072409D+05 0.0692528 0.0000057 EM 71 -0.12072344D+05 0.0652930 0.0000054 EM 72 -0.12072282D+05 0.0614422 0.0000051 EM 73 -0.12072224D+05 0.0579695 0.0000048 EM 74 -0.12072170D+05 0.0546969 0.0000045 EM 75 -0.12072118D+05 0.0516872 0.0000043 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 26 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.29959787D+05 0.0000000 0.0000000 EM 2 -0.17972186D+05 ************ 0.4001230 EM 3 -0.13208181D+05 4764.0055445 0.2650766 EM 4 -0.12609796D+05 598.3848447 0.0453041 EM 5 -0.12385057D+05 224.7391150 0.0178226 EM 6 -0.12283124D+05 101.9324187 0.0082303 EM 7 -0.12231785D+05 51.3389178 0.0041796 EM 8 -0.12203492D+05 28.2932317 0.0023131 EM 9 -0.12186375D+05 17.1175894 0.0014027 EM 10 -0.12175053D+05 11.3220613 0.0009291 EM 11 -0.12166945D+05 8.1075192 0.0006659 EM 12 -0.12160715D+05 6.2297507 0.0005120 EM 13 -0.12155620D+05 5.0950011 0.0004190 EM 14 -0.12151225D+05 4.3950577 0.0003616 EM 15 -0.12147268D+05 3.9576288 0.0003257 EM 16 -0.12143587D+05 3.6807317 0.0003030 EM 17 -0.12140086D+05 3.5012477 0.0002883 EM 18 -0.12136707D+05 3.3786787 0.0002783 EM 19 -0.12133421D+05 3.2863238 0.0002708 EM 20 -0.12130214D+05 3.2063306 0.0002643 EM 21 -0.12127087D+05 3.1268550 0.0002578 EM 22 -0.12124047D+05 3.0403940 0.0002507 EM 23 -0.12121104D+05 2.9427718 0.0002427 EM 24 -0.12118272D+05 2.8324888 0.0002337 EM 25 -0.12115562D+05 2.7102267 0.0002236 EM 26 -0.12112983D+05 2.5783180 0.0002128 EM 27 -0.12110543D+05 2.4399329 0.0002014 EM 28 -0.12108245D+05 2.2978164 0.0001897 EM 29 -0.12106092D+05 2.1530681 0.0001778 EM 30 -0.12104087D+05 2.0054536 0.0001657 EM 31 -0.12102231D+05 1.8556960 0.0001533 EM 32 -0.12100524D+05 1.7069828 0.0001410 EM 33 -0.12098961D+05 1.5636615 0.0001292 EM 34 -0.12097531D+05 1.4292149 0.0001181 EM 35 -0.12096226D+05 1.3055865 0.0001079 EM 36 -0.12095032D+05 1.1935190 0.0000987 EM 37 -0.12093939D+05 1.0930339 0.0000904 EM 38 -0.12092935D+05 1.0037418 0.0000830 EM 39 -0.12092010D+05 0.9250080 0.0000765 EM 40 -0.12091154D+05 0.8560493 0.0000708 EM 41 -0.12090358D+05 0.7960010 0.0000658 EM 42 -0.12089614D+05 0.7439674 0.0000615 EM 43 -0.12088915D+05 0.6990620 0.0000578 EM 44 -0.12088255D+05 0.6604365 0.0000546 EM 45 -0.12087628D+05 0.6273001 0.0000519 EM 46 -0.12087029D+05 0.5989313 0.0000495 EM 47 -0.12086454D+05 0.5746828 0.0000475 EM 48 -0.12085900D+05 0.5539809 0.0000458 EM 49 -0.12085364D+05 0.5363224 0.0000444 EM 50 -0.12084842D+05 0.5212698 0.0000431 EM 51 -0.12084334D+05 0.5084373 0.0000421 EM 52 -0.12083837D+05 0.4974975 0.0000412 EM 53 -0.12083348D+05 0.4881603 0.0000404 EM 54 -0.12082868D+05 0.4801722 0.0000397 EM 55 -0.12082395D+05 0.4733093 0.0000392 EM 56 -0.12081928D+05 0.4673717 0.0000387 EM 57 -0.12081465D+05 0.4621791 0.0000383 EM 58 -0.12081008D+05 0.4575662 0.0000379 EM 59 -0.12080554D+05 0.4533796 0.0000375 EM 60 -0.12080105D+05 0.4494751 0.0000372 EM 61 -0.12079659D+05 0.4457166 0.0000369 EM 62 -0.12079217D+05 0.4419753 0.0000366 EM 63 -0.12078779D+05 0.4381312 0.0000363 EM 64 -0.12076011D+05 2.7676755 0.0002291 QN 65 -0.12074689D+05 1.3227994 0.0001095 EM 66 -0.12074128D+05 0.5603016 0.0000464 EM 67 -0.12073654D+05 0.4742710 0.0000393 EM 68 -0.12073227D+05 0.4275151 0.0000354 EM 69 -0.12072832D+05 0.3946214 0.0000327 EM 70 -0.12072463D+05 0.3692365 0.0000306 EM 71 -0.12072114D+05 0.3485293 0.0000289 EM 72 -0.12071783D+05 0.3309721 0.0000274 EM 73 -0.12071468D+05 0.3156646 0.0000261 EM 74 -0.12071165D+05 0.3020457 0.0000250 EM 75 -0.12070876D+05 0.2897500 0.0000240 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.46307800D+05 0.0000000 0.0000000 EM 2 -0.17974136D+05 ************ 0.6118551 EM 3 -0.14853755D+05 3120.3809074 0.1736039 EM 4 -0.13336033D+05 1517.7221108 0.1021777 EM 5 -0.12692543D+05 643.4897490 0.0482520 EM 6 -0.12416737D+05 275.8063620 0.0217298 EM 7 -0.12293913D+05 122.8235868 0.0098918 EM 8 -0.12233067D+05 60.8459198 0.0049493 EM 9 -0.12198096D+05 34.9713789 0.0028588 EM 10 -0.12175216D+05 22.8803059 0.0018757 EM 11 -0.12158881D+05 16.3345206 0.0013416 EM 12 -0.12146584D+05 12.2969139 0.0010114 EM 13 -0.12137063D+05 9.5215328 0.0007839 EM 14 -0.12129585D+05 7.4772617 0.0006161 EM 15 -0.12123672D+05 5.9130741 0.0004875 EM 16 -0.12118975D+05 4.6969501 0.0003874 EM 17 -0.12115226D+05 3.7489617 0.0003093 EM 18 -0.12112215D+05 3.0112340 0.0002485 EM 19 -0.12109776D+05 2.4387770 0.0002013 EM 20 -0.12107780D+05 1.9959572 0.0001648 EM 21 -0.12106127D+05 1.6538790 0.0001366 EM 22 -0.12104738D+05 1.3890165 0.0001147 EM 23 -0.12103555D+05 1.1826631 0.0000977 EM 24 -0.12102535D+05 1.0203156 0.0000843 EM 25 -0.12101644D+05 0.8909818 0.0000736 EM 26 -0.12100857D+05 0.7864828 0.0000650 EM 27 -0.12100156D+05 0.7008109 0.0000579 EM 28 -0.12099527D+05 0.6295782 0.0000520 EM 29 -0.12098957D+05 0.5695751 0.0000471 EM 30 -0.12098439D+05 0.5184380 0.0000428 EM 31 -0.12097964D+05 0.4744065 0.0000392 EM 32 -0.12097528D+05 0.4361525 0.0000361 EM 33 -0.12097125D+05 0.4026588 0.0000333 EM 34 -0.12096752D+05 0.3731342 0.0000308 EM 35 -0.12096405D+05 0.3469544 0.0000287 EM 36 -0.12096082D+05 0.3236197 0.0000268 EM 37 -0.12095779D+05 0.3027250 0.0000250 EM 38 -0.12095495D+05 0.2839380 0.0000235 EM 39 -0.12095228D+05 0.2669833 0.0000221 EM 40 -0.12094976D+05 0.2516305 0.0000208 EM 41 -0.12094739D+05 0.2376848 0.0000197 EM 42 -0.12094514D+05 0.2249804 0.0000186 EM 43 -0.12094300D+05 0.2133760 0.0000176 EM 44 -0.12094098D+05 0.2027482 0.0000168 EM 45 -0.12093905D+05 0.1929899 0.0000160 EM 46 -0.12093721D+05 0.1840100 0.0000152 EM 47 -0.12093545D+05 0.1757227 0.0000145 EM 48 -0.12093377D+05 0.1680613 0.0000139 EM 49 -0.12093216D+05 0.1609496 0.0000133 EM 50 -0.12093062D+05 0.1543555 0.0000128 EM 51 -0.12092913D+05 0.1481799 0.0000123 EM 52 -0.12092771D+05 0.1422830 0.0000118 EM 53 -0.12092634D+05 0.1371942 0.0000113 EM 54 -0.12092502D+05 0.1319998 0.0000109 EM 55 -0.12092375D+05 0.1273254 0.0000105 EM 56 -0.12092252D+05 0.1228836 0.0000102 EM 57 -0.12092133D+05 0.1187185 0.0000098 EM 58 -0.12092018D+05 0.1148090 0.0000095 EM 59 -0.12091907D+05 0.1111464 0.0000092 EM 60 -0.12091799D+05 0.1077229 0.0000089 EM 61 -0.12091695D+05 0.1045322 0.0000086 EM 62 -0.12091593D+05 0.1015723 0.0000084 EM 63 -0.12091494D+05 0.0988412 0.0000082 EM 64 -0.12091398D+05 0.0963349 0.0000080 EM 65 -0.12091304D+05 0.0940537 0.0000078 EM 66 -0.12091212D+05 0.0919985 0.0000076 EM 67 -0.12091122D+05 0.0901621 0.0000075 EM 68 -0.12091033D+05 0.0885439 0.0000073 EM 69 -0.12090830D+05 0.2034833 0.0000168 QN 70 -0.12090638D+05 0.1918014 0.0000159 EM 71 -0.12090537D+05 0.1010472 0.0000084 EM 72 -0.12090448D+05 0.0892444 0.0000074 EM 73 -0.12090362D+05 0.0853810 0.0000071 EM 74 -0.12090279D+05 0.0835119 0.0000069 EM 75 -0.12090196D+05 0.0826524 0.0000068 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 23 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.47814746D+05 0.0000000 0.0000000 EM 2 -0.19256754D+05 ************ 0.5972633 EM 3 -0.15296395D+05 3960.3595379 0.2056608 EM 4 -0.13161345D+05 2135.0494254 0.1395786 EM 5 -0.12571714D+05 589.6310591 0.0448002 EM 6 -0.12347284D+05 224.4298299 0.0178520 EM 7 -0.12254548D+05 92.7360974 0.0075106 EM 8 -0.12211982D+05 42.5657663 0.0034735 EM 9 -0.12190128D+05 21.8542084 0.0017896 EM 10 -0.12177155D+05 12.9736301 0.0010643 EM 11 -0.12168202D+05 8.9524270 0.0007352 EM 12 -0.12161249D+05 6.9529841 0.0005714 EM 13 -0.12155415D+05 5.8342939 0.0004797 EM 14 -0.12150290D+05 5.1250923 0.0004216 EM 15 -0.12145670D+05 4.6200826 0.0003802 EM 16 -0.12141446D+05 4.2241338 0.0003478 EM 17 -0.12137555D+05 3.8903722 0.0003204 EM 18 -0.12133961D+05 3.5944457 0.0002961 EM 19 -0.12130637D+05 3.3232621 0.0002739 EM 20 -0.12127568D+05 3.0697662 0.0002531 EM 21 -0.12124737D+05 2.8303500 0.0002334 EM 22 -0.12122134D+05 2.6034674 0.0002147 EM 23 -0.12119745D+05 2.3888379 0.0001971 EM 24 -0.12117558D+05 2.1869652 0.0001804 EM 25 -0.12115559D+05 1.9988590 0.0001650 EM 26 -0.12113733D+05 1.8259074 0.0001507 EM 27 -0.12112063D+05 1.6698533 0.0001378 EM 28 -0.12110531D+05 1.5326820 0.0001265 EM 29 -0.12109115D+05 1.4158559 0.0001169 EM 30 -0.12107797D+05 1.3181599 0.0001089 EM 31 -0.12106563D+05 1.2334237 0.0001019 EM 32 -0.12105410D+05 1.1531493 0.0000952 EM 33 -0.12104336D+05 1.0738841 0.0000887 EM 34 -0.12103338D+05 0.9985120 0.0000825 EM 35 -0.12102407D+05 0.9305212 0.0000769 EM 36 -0.12101536D+05 0.8709588 0.0000720 EM 37 -0.12100717D+05 0.8192323 0.0000677 EM 38 -0.12099943D+05 0.7742880 0.0000640 EM 39 -0.12099208D+05 0.7351203 0.0000608 EM 40 -0.12098507D+05 0.7008876 0.0000579 EM 41 -0.12097836D+05 0.6708980 0.0000555 EM 42 -0.12097191D+05 0.6445747 0.0000533 EM 43 -0.12096570D+05 0.6214283 0.0000514 EM 44 -0.12095969D+05 0.6010391 0.0000497 EM 45 -0.12095386D+05 0.5830456 0.0000482 EM 46 -0.12094819D+05 0.5671366 0.0000469 EM 47 -0.12094266D+05 0.5530460 0.0000457 EM 48 -0.12093725D+05 0.5405467 0.0000447 EM 49 -0.12093196D+05 0.5294465 0.0000438 EM 50 -0.12092676D+05 0.5195880 0.0000430 EM 51 -0.12092165D+05 0.5108205 0.0000422 EM 52 -0.12091662D+05 0.5030443 0.0000416 EM 53 -0.12091166D+05 0.4961593 0.0000410 EM 54 -0.12090676D+05 0.4900847 0.0000405 EM 55 -0.12090191D+05 0.4847521 0.0000401 EM 56 -0.12089711D+05 0.4801026 0.0000397 EM 57 -0.12089235D+05 0.4760848 0.0000394 EM 58 -0.12088762D+05 0.4726526 0.0000391 EM 59 -0.12088293D+05 0.4697631 0.0000389 EM 60 -0.12087825D+05 0.4673751 0.0000387 EM 61 -0.12087360D+05 0.4654474 0.0000385 EM 62 -0.12086896D+05 0.4639372 0.0000384 EM 63 -0.12086433D+05 0.4627991 0.0000383 EM 64 -0.12083181D+05 3.2523903 0.0002691 QN 65 -0.12082085D+05 1.0961122 0.0000907 EM 66 -0.12081444D+05 0.6405922 0.0000530 EM 67 -0.12080853D+05 0.5906147 0.0000489 EM 68 -0.12080292D+05 0.5615758 0.0000465 EM 69 -0.12079751D+05 0.5405040 0.0000447 EM 70 -0.12079228D+05 0.5236943 0.0000434 EM 71 -0.12078718D+05 0.5093668 0.0000422 EM 72 -0.12078222D+05 0.4964794 0.0000411 EM 73 -0.12077737D+05 0.4843656 0.0000401 EM 74 -0.12077265D+05 0.4725844 0.0000391 EM 75 -0.12076804D+05 0.4608462 0.0000382 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.33637724D+05 0.0000000 0.0000000 EM 2 -0.14422957D+05 ************ 0.5712267 EM 3 -0.13136534D+05 1286.4237845 0.0891928 EM 4 -0.12677264D+05 459.2698353 0.0349613 EM 5 -0.12467104D+05 210.1598304 0.0165777 EM 6 -0.12352657D+05 114.4473947 0.0091800 EM 7 -0.12282594D+05 70.0627037 0.0056719 EM 8 -0.12235852D+05 46.7419692 0.0038055 EM 9 -0.12202438D+05 33.4142420 0.0027308 EM 10 -0.12177308D+05 25.1295399 0.0020594 EM 11 -0.12157843D+05 19.4651507 0.0015985 EM 12 -0.12142391D+05 15.4514758 0.0012709 EM 13 -0.12129829D+05 12.5620255 0.0010346 EM 14 -0.12119488D+05 10.3417914 0.0008526 EM 15 -0.12110852D+05 8.6361258 0.0007126 EM 16 -0.12103561D+05 7.2904671 0.0006020 EM 17 -0.12097495D+05 6.0658595 0.0005012 EM 18 -0.12092437D+05 5.0582558 0.0004181 EM 19 -0.12088182D+05 4.2546820 0.0003518 EM 20 -0.12084594D+05 3.5879880 0.0002968 EM 21 -0.12081608D+05 2.9864134 0.0002471 EM 22 -0.12079120D+05 2.4882635 0.0002060 EM 23 -0.12077045D+05 2.0747742 0.0001718 EM 24 -0.12075309D+05 1.7356398 0.0001437 EM 25 -0.12073855D+05 1.4538601 0.0001204 EM 26 -0.12072632D+05 1.2236490 0.0001013 EM 27 -0.12071592D+05 1.0395151 0.0000861 EM 28 -0.12070704D+05 0.8881378 0.0000736 EM 29 -0.12069934D+05 0.7701583 0.0000638 EM 30 -0.12069260D+05 0.6740079 0.0000558 EM 31 -0.12068664D+05 0.5954351 0.0000493 EM 32 -0.12068141D+05 0.5233628 0.0000434 EM 33 -0.12067671D+05 0.4697438 0.0000389 EM 34 -0.12067258D+05 0.4136086 0.0000343 EM 35 -0.12066876D+05 0.3812250 0.0000316 EM 36 -0.12066543D+05 0.3333577 0.0000276 EM 37 -0.12066224D+05 0.3195255 0.0000265 EM 38 -0.12065953D+05 0.2702830 0.0000224 EM 39 -0.12065678D+05 0.2757157 0.0000229 EM 40 -0.12065459D+05 0.2182683 0.0000181 EM 41 -0.12065213D+05 0.2467290 0.0000204 EM 42 -0.12065038D+05 0.1744174 0.0000145 EM 43 -0.12064813D+05 0.2248249 0.0000186 EM 44 -0.12064676D+05 0.1372898 0.0000114 EM 45 -0.12064479D+05 0.1970391 0.0000163 EM 46 -0.12064364D+05 0.1153542 0.0000096 EM 47 -0.12064211D+05 0.1523269 0.0000126 EM 48 -0.12064094D+05 0.1176888 0.0000098 EM 49 -0.12063961D+05 0.1330998 0.0000110 EM 50 -0.12063921D+05 0.0399112 0.0000033 EM 51 -0.12063752D+05 0.1682518 0.0000139 EM 52 -0.12063760D+05 -0.0073821 -0.0000006 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 27 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.36159527D+05 0.0000000 0.0000000 EM 2 -0.14278528D+05 ************ 0.6051240 EM 3 -0.13088399D+05 1190.1287732 0.0833509 EM 4 -0.12589313D+05 499.0864033 0.0381320 EM 5 -0.12368122D+05 221.1910211 0.0175697 EM 6 -0.12271628D+05 96.4939697 0.0078018 EM 7 -0.12226332D+05 45.2957658 0.0036911 EM 8 -0.12202343D+05 23.9890737 0.0019621 EM 9 -0.12188212D+05 14.1306366 0.0011580 EM 10 -0.12179233D+05 8.9790940 0.0007367 EM 11 -0.12173191D+05 6.0417277 0.0004961 EM 12 -0.12168933D+05 4.2585444 0.0003498 EM 13 -0.12165804D+05 3.1283425 0.0002571 EM 14 -0.12163418D+05 2.3862306 0.0001961 EM 15 -0.12161534D+05 1.8845631 0.0001549 EM 16 -0.12159997D+05 1.5371794 0.0001264 EM 17 -0.12158704D+05 1.2920120 0.0001063 EM 18 -0.12157588D+05 1.1167035 0.0000918 EM 19 -0.12156597D+05 0.9906733 0.0000815 EM 20 -0.12155697D+05 0.9005567 0.0000741 EM 21 -0.12154859D+05 0.8374822 0.0000689 EM 22 -0.12154064D+05 0.7953882 0.0000654 EM 23 -0.12153294D+05 0.7699411 0.0000633 EM 24 -0.12152536D+05 0.7578092 0.0000624 EM 25 -0.12151780D+05 0.7561555 0.0000622 EM 26 -0.12151018D+05 0.7622818 0.0000627 EM 27 -0.12150244D+05 0.7734041 0.0000636 EM 28 -0.12149458D+05 0.7865677 0.0000647 EM 29 -0.12148659D+05 0.7987236 0.0000657 EM 30 -0.12147852D+05 0.8069644 0.0000664 EM 31 -0.12147043D+05 0.8088789 0.0000666 EM 32 -0.12146240D+05 0.8029206 0.0000661 EM 33 -0.12145451D+05 0.7886619 0.0000649 EM 34 -0.12144685D+05 0.7668233 0.0000631 EM 35 -0.12143946D+05 0.7390498 0.0000609 EM 36 -0.12143238D+05 0.7075051 0.0000583 EM 37 -0.12142564D+05 0.6744166 0.0000555 EM 38 -0.12141922D+05 0.6417015 0.0000528 EM 39 -0.12141311D+05 0.6107525 0.0000503 EM 40 -0.12140729D+05 0.5823873 0.0000480 EM 41 -0.12140172D+05 0.5569205 0.0000459 EM 42 -0.12139638D+05 0.5342943 0.0000440 EM 43 -0.12139123D+05 0.5142197 0.0000424 EM 44 -0.12138627D+05 0.4962954 0.0000409 EM 45 -0.12138147D+05 0.4800928 0.0000396 EM 46 -0.12137682D+05 0.4652093 0.0000383 EM 47 -0.12137230D+05 0.4512957 0.0000372 EM 48 -0.12136792D+05 0.4380666 0.0000361 EM 49 -0.12136367D+05 0.4253002 0.0000350 EM 50 -0.12135954D+05 0.4128327 0.0000340 EM 51 -0.12135554D+05 0.4005534 0.0000330 EM 52 -0.12135165D+05 0.3883851 0.0000320 EM 53 -0.12134789D+05 0.3762967 0.0000310 EM 54 -0.12134425D+05 0.3642783 0.0000300 EM 55 -0.12134072D+05 0.3523411 0.0000290 EM 56 -0.12133732D+05 0.3405117 0.0000281 EM 57 -0.12133403D+05 0.3288274 0.0000271 EM 58 -0.12133086D+05 0.3173310 0.0000262 EM 59 -0.12132780D+05 0.3060672 0.0000252 EM 60 -0.12132485D+05 0.2950796 0.0000243 EM 61 -0.12132200D+05 0.2844079 0.0000234 EM 62 -0.12131926D+05 0.2740854 0.0000226 EM 63 -0.12131662D+05 0.2641376 0.0000218 EM 64 -0.12131407D+05 0.2545810 0.0000210 EM 65 -0.12131162D+05 0.2454223 0.0000202 EM 66 -0.12130925D+05 0.2366583 0.0000195 EM 67 -0.12130798D+05 0.1268589 0.0000105 QN 68 -0.12130573D+05 0.2254318 0.0000186 EM 69 -0.12130359D+05 0.2139719 0.0000176 EM 70 -0.12130154D+05 0.2051132 0.0000169 EM 71 -0.12129957D+05 0.1967898 0.0000162 EM 72 -0.12129768D+05 0.1888913 0.0000156 EM 73 -0.12129587D+05 0.1813814 0.0000150 EM 74 -0.12129413D+05 0.1742329 0.0000144 EM 75 -0.12129245D+05 0.1674234 0.0000138 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.55258363D+05 0.0000000 0.0000000 EM 2 -0.15762385D+05 ************ 0.7147511 EM 3 -0.13746753D+05 2015.6316245 0.1278761 EM 4 -0.12723932D+05 1022.8213595 0.0744046 EM 5 -0.12342050D+05 381.8819003 0.0300129 EM 6 -0.12235261D+05 106.7887957 0.0086524 EM 7 -0.12204604D+05 30.6575189 0.0025057 EM 8 -0.12191929D+05 12.6748435 0.0010385 EM 9 -0.12184599D+05 7.3294579 0.0006012 EM 10 -0.12179592D+05 5.0069483 0.0004109 EM 11 -0.12175849D+05 3.7435828 0.0003074 EM 12 -0.12172877D+05 2.9719660 0.0002441 EM 13 -0.12170411D+05 2.4659031 0.0002026 EM 14 -0.12168292D+05 2.1184109 0.0001741 EM 15 -0.12166419D+05 1.8730063 0.0001539 EM 16 -0.12164722D+05 1.6970704 0.0001395 EM 17 -0.12163152D+05 1.5702879 0.0001291 EM 18 -0.12161673D+05 1.4791827 0.0001216 EM 19 -0.12160259D+05 1.4143167 0.0001163 EM 20 -0.12158890D+05 1.3687470 0.0001126 EM 21 -0.12157553D+05 1.3371252 0.0001100 EM 22 -0.12156238D+05 1.3151537 0.0001082 EM 23 -0.12154938D+05 1.2992570 0.0001069 EM 24 -0.12153652D+05 1.2863910 0.0001058 EM 25 -0.12152378D+05 1.2739477 0.0001048 EM 26 -0.12151118D+05 1.2597239 0.0001037 EM 27 -0.12149876D+05 1.2419323 0.0001022 EM 28 -0.12148657D+05 1.2192322 0.0001003 EM 29 -0.12147466D+05 1.1907616 0.0000980 EM 30 -0.12146310D+05 1.1561529 0.0000952 EM 31 -0.12145195D+05 1.1155189 0.0000918 EM 32 -0.12144125D+05 1.0694049 0.0000881 EM 33 -0.12143107D+05 1.0187074 0.0000839 EM 34 -0.12142142D+05 0.9645686 0.0000794 EM 35 -0.12141234D+05 0.9082596 0.0000748 EM 36 -0.12140383D+05 0.8510676 0.0000701 EM 37 -0.12139588D+05 0.7941991 0.0000654 EM 38 -0.12138850D+05 0.7387073 0.0000609 EM 39 -0.12138164D+05 0.6854478 0.0000565 EM 40 -0.12137529D+05 0.6350618 0.0000523 EM 41 -0.12136941D+05 0.5879803 0.0000484 EM 42 -0.12136397D+05 0.5444452 0.0000449 EM 43 -0.12135892D+05 0.5045397 0.0000416 EM 44 -0.12135424D+05 0.4682222 0.0000386 EM 45 -0.12134989D+05 0.4353603 0.0000359 EM 46 -0.12134583D+05 0.4057603 0.0000334 EM 47 -0.12134204D+05 0.3791940 0.0000312 EM 48 -0.12133848D+05 0.3554176 0.0000293 EM 49 -0.12133514D+05 0.3341887 0.0000275 EM 50 -0.12133199D+05 0.3152790 0.0000260 EM 51 -0.12132900D+05 0.2984752 0.0000246 EM 52 -0.12132617D+05 0.2835939 0.0000234 EM 53 -0.12132346D+05 0.2704905 0.0000223 EM 54 -0.12132087D+05 0.2590499 0.0000214 EM 55 -0.12131838D+05 0.2491976 0.0000205 EM 56 -0.12131597D+05 0.2408934 0.0000199 EM 57 -0.12131363D+05 0.2341169 0.0000193 EM 58 -0.12131134D+05 0.2288317 0.0000189 EM 59 -0.12130909D+05 0.2249231 0.0000185 EM 60 -0.12130687D+05 0.2221150 0.0000183 EM 61 -0.12130467D+05 0.2199071 0.0000181 EM 62 -0.12130250D+05 0.2176053 0.0000179 EM 63 -0.12130035D+05 0.2145000 0.0000177 EM 64 -0.12129935D+05 0.1005482 0.0000083 QN 65 -0.12129739D+05 0.1957134 0.0000161 EM 66 -0.12129550D+05 0.1892030 0.0000156 EM 67 -0.12129366D+05 0.1839705 0.0000152 EM 68 -0.12129187D+05 0.1791442 0.0000148 EM 69 -0.12129012D+05 0.1746122 0.0000144 EM 70 -0.12128842D+05 0.1703176 0.0000140 EM 71 -0.12128675D+05 0.1662187 0.0000137 EM 72 -0.12128513D+05 0.1622821 0.0000134 EM 73 -0.12128355D+05 0.1584814 0.0000131 EM 74 -0.12128200D+05 0.1547952 0.0000128 EM 75 -0.12128049D+05 0.1512068 0.0000125 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.26707086D+05 0.0000000 0.0000000 EM 2 -0.18186249D+05 8520.8371204 0.3190478 EM 3 -0.15225623D+05 2960.6259405 0.1627948 EM 4 -0.13504862D+05 1720.7608401 0.1130174 EM 5 -0.12683555D+05 821.3066469 0.0608156 EM 6 -0.12365633D+05 317.9222491 0.0250657 EM 7 -0.12258527D+05 107.1059504 0.0086616 EM 8 -0.12217137D+05 41.3897184 0.0033764 EM 9 -0.12195764D+05 21.3728751 0.0017494 EM 10 -0.12182007D+05 13.7576824 0.0011281 EM 11 -0.12172050D+05 9.9571241 0.0008174 EM 12 -0.12164383D+05 7.6666923 0.0006299 EM 13 -0.12158266D+05 6.1167925 0.0005028 EM 14 -0.12153276D+05 4.9900662 0.0004104 EM 15 -0.12149143D+05 4.1332467 0.0003401 EM 16 -0.12145680D+05 3.4626418 0.0002850 EM 17 -0.12142752D+05 2.9278337 0.0002411 EM 18 -0.12140256D+05 2.4959825 0.0002056 EM 19 -0.12138112D+05 2.1443327 0.0001766 EM 20 -0.12136256D+05 1.8563263 0.0001529 EM 21 -0.12134636D+05 1.6194483 0.0001334 EM 22 -0.12133212D+05 1.4239672 0.0001173 EM 23 -0.12131950D+05 1.2621625 0.0001040 EM 24 -0.12130822D+05 1.1278286 0.0000930 EM 25 -0.12129806D+05 1.0159388 0.0000837 EM 26 -0.12128884D+05 0.9224055 0.0000760 EM 27 -0.12128040D+05 0.8438996 0.0000696 EM 28 -0.12127262D+05 0.7777097 0.0000641 EM 29 -0.12126541D+05 0.7216284 0.0000595 EM 30 -0.12125867D+05 0.6738597 0.0000556 EM 31 -0.12125234D+05 0.6329427 0.0000522 EM 32 -0.12124636D+05 0.5976888 0.0000493 EM 33 -0.12124069D+05 0.5671309 0.0000468 EM 34 -0.12123529D+05 0.5404810 0.0000446 EM 35 -0.12123011D+05 0.5170978 0.0000427 EM 36 -0.12122515D+05 0.4964602 0.0000410 EM 37 -0.12122037D+05 0.4781481 0.0000394 EM 38 -0.12121575D+05 0.4618293 0.0000381 EM 39 -0.12121128D+05 0.4472547 0.0000369 EM 40 -0.12120694D+05 0.4342630 0.0000358 EM 41 -0.12120271D+05 0.4228025 0.0000349 EM 42 -0.12119858D+05 0.4129834 0.0000341 EM 43 -0.12119453D+05 0.4051896 0.0000334 EM 44 -0.12119052D+05 0.4003124 0.0000330 EM 45 -0.12118652D+05 0.4002196 0.0000330 EM 46 -0.12118243D+05 0.4086183 0.0000337 EM 47 -0.12117811D+05 0.4321513 0.0000357 EM 48 -0.12117332D+05 0.4795348 0.0000396 EM 49 -0.12116780D+05 0.5516492 0.0000455 EM 50 -0.12116158D+05 0.6223108 0.0000514 EM 51 -0.12115509D+05 0.6491035 0.0000536 EM 52 -0.12114885D+05 0.6233039 0.0000514 EM 53 -0.12114314D+05 0.5710146 0.0000471 EM 54 -0.12113797D+05 0.5172490 0.0000427 EM 55 -0.12113324D+05 0.4732786 0.0000391 EM 56 -0.12112883D+05 0.4405576 0.0000364 EM 57 -0.12112467D+05 0.4165711 0.0000344 EM 58 -0.12112068D+05 0.3983513 0.0000329 EM 59 -0.12111685D+05 0.3836924 0.0000317 EM 60 -0.12111313D+05 0.3712136 0.0000306 EM 61 -0.12110953D+05 0.3601115 0.0000297 EM 62 -0.12110603D+05 0.3499288 0.0000289 EM 63 -0.12110263D+05 0.3404022 0.0000281 EM 64 -0.12109932D+05 0.3313776 0.0000274 EM 65 -0.12109465D+05 0.4663284 0.0000385 QN 66 -0.12108837D+05 0.6287740 0.0000519 EM 67 -0.12108519D+05 0.3170192 0.0000262 EM 68 -0.12108220D+05 0.2992944 0.0000247 EM 69 -0.12107931D+05 0.2890870 0.0000239 EM 70 -0.12107651D+05 0.2802883 0.0000231 EM 71 -0.12107379D+05 0.2723108 0.0000225 EM 72 -0.12107114D+05 0.2649427 0.0000219 EM 73 -0.12106856D+05 0.2580682 0.0000213 EM 74 -0.12106604D+05 0.2516132 0.0000208 EM 75 -0.12106358D+05 0.2455272 0.0000203 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 30 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.36763691D+05 0.0000000 0.0000000 EM 2 -0.16720888D+05 ************ 0.5451793 EM 3 -0.14995263D+05 1725.6248244 0.1032017 EM 4 -0.13740249D+05 1255.0142383 0.0836940 EM 5 -0.13004333D+05 735.9155500 0.0535591 EM 6 -0.12605227D+05 399.1062984 0.0306903 EM 7 -0.12383218D+05 222.0090133 0.0176125 EM 8 -0.12272265D+05 110.9529964 0.0089599 EM 9 -0.12215525D+05 56.7400328 0.0046234 EM 10 -0.12184082D+05 31.4435090 0.0025741 EM 11 -0.12165206D+05 18.8754817 0.0015492 EM 12 -0.12152659D+05 12.5473318 0.0010314 EM 13 -0.12143589D+05 9.0699597 0.0007463 EM 14 -0.12136573D+05 7.0154099 0.0005777 EM 15 -0.12130879D+05 5.6945666 0.0004692 EM 16 -0.12126096D+05 4.7828452 0.0003943 EM 17 -0.12121987D+05 4.1090158 0.0003389 EM 18 -0.12118405D+05 3.5814501 0.0002955 EM 19 -0.12115254D+05 3.1511876 0.0002600 EM 20 -0.12112463D+05 2.7910970 0.0002304 EM 21 -0.12109978D+05 2.4848163 0.0002051 EM 22 -0.12107757D+05 2.2216164 0.0001835 EM 23 -0.12105763D+05 1.9940710 0.0001647 EM 24 -0.12103966D+05 1.7966680 0.0001484 EM 25 -0.12102341D+05 1.6247521 0.0001342 EM 26 -0.12100867D+05 1.4741709 0.0001218 EM 27 -0.12099526D+05 1.3414742 0.0001109 EM 28 -0.12098302D+05 1.2239207 0.0001012 EM 29 -0.12097182D+05 1.1192705 0.0000925 EM 30 -0.12096157D+05 1.0256556 0.0000848 EM 31 -0.12095215D+05 0.9415327 0.0000778 EM 32 -0.12094350D+05 0.8656489 0.0000716 EM 33 -0.12093553D+05 0.7969884 0.0000659 EM 34 -0.12092818D+05 0.7347000 0.0000608 EM 35 -0.12092140D+05 0.6780401 0.0000561 EM 36 -0.12091514D+05 0.6263508 0.0000518 EM 37 -0.12090934D+05 0.5790690 0.0000479 EM 38 -0.12090399D+05 0.5357315 0.0000443 EM 39 -0.12089903D+05 0.4959621 0.0000410 EM 40 -0.12089443D+05 0.4594483 0.0000380 EM 41 -0.12089017D+05 0.4259231 0.0000352 EM 42 -0.12088622D+05 0.3951514 0.0000327 EM 43 -0.12088255D+05 0.3669222 0.0000304 EM 44 -0.12087914D+05 0.3410441 0.0000282 EM 45 -0.12087597D+05 0.3173417 0.0000263 EM 46 -0.12087301D+05 0.2956535 0.0000245 EM 47 -0.12087025D+05 0.2758303 0.0000228 EM 48 -0.12086766D+05 0.2590516 0.0000214 EM 49 -0.12086527D+05 0.2397774 0.0000198 EM 50 -0.12086301D+05 0.2259923 0.0000187 EM 51 -0.12086088D+05 0.2123840 0.0000176 EM 52 -0.12085888D+05 0.2000092 0.0000165 EM 53 -0.12085699D+05 0.1887860 0.0000156 EM 54 -0.12085521D+05 0.1786267 0.0000148 EM 55 -0.12085351D+05 0.1694468 0.0000140 EM 56 -0.12085190D+05 0.1611671 0.0000133 EM 57 -0.12085036D+05 0.1537137 0.0000127 EM 58 -0.12084889D+05 0.1470175 0.0000122 EM 59 -0.12084748D+05 0.1410143 0.0000117 EM 60 -0.12084613D+05 0.1356444 0.0000112 EM 61 -0.12084482D+05 0.1308527 0.0000108 EM 62 -0.12084355D+05 0.1265884 0.0000105 EM 63 -0.12084233D+05 0.1228049 0.0000102 EM 64 -0.12084113D+05 0.1194598 0.0000099 EM 65 -0.12083997D+05 0.1165145 0.0000096 EM 66 -0.12083970D+05 0.0269498 0.0000022 QN 67 -0.12083882D+05 0.0873419 0.0000072 EM 68 -0.12083772D+05 0.1106333 0.0000092 EM 69 -0.12083662D+05 0.1096196 0.0000091 EM 70 -0.12083554D+05 0.1079487 0.0000089 EM 71 -0.12083447D+05 0.1065932 0.0000088 EM 72 -0.12083342D+05 0.1054707 0.0000087 EM 73 -0.12083237D+05 0.1045895 0.0000087 EM 74 -0.12083133D+05 0.1039438 0.0000086 EM 75 -0.12083030D+05 0.1035370 0.0000086 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 36 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.29216199D+05 0.0000000 0.0000000 EM 2 -0.14306510D+05 ************ 0.5103227 EM 3 -0.13067429D+05 1239.0809686 0.0866096 EM 4 -0.12624422D+05 443.0076940 0.0339017 EM 5 -0.12424902D+05 199.5199640 0.0158043 EM 6 -0.12319980D+05 104.9217850 0.0084445 EM 7 -0.12259822D+05 60.1577524 0.0048829 EM 8 -0.12223893D+05 35.9294313 0.0029307 EM 9 -0.12201237D+05 22.6552958 0.0018534 EM 10 -0.12185904D+05 15.3332022 0.0012567 EM 11 -0.12174866D+05 11.0377838 0.0009058 EM 12 -0.12166496D+05 8.3699692 0.0006875 EM 13 -0.12159858D+05 6.6382796 0.0005456 EM 14 -0.12154389D+05 5.4693362 0.0004498 EM 15 -0.12149737D+05 4.6518890 0.0003827 EM 16 -0.12145676D+05 4.0610898 0.0003343 EM 17 -0.12142056D+05 3.6196231 0.0002980 EM 18 -0.12138778D+05 3.2777879 0.0002700 EM 19 -0.12135776D+05 3.0027379 0.0002474 EM 20 -0.12133003D+05 2.7723719 0.0002284 EM 21 -0.12130431D+05 2.5717357 0.0002120 EM 22 -0.12128041D+05 2.3908067 0.0001971 EM 23 -0.12125818D+05 2.2230536 0.0001833 EM 24 -0.12123753D+05 2.0644397 0.0001703 EM 25 -0.12121840D+05 1.9126977 0.0001578 EM 26 -0.12120074D+05 1.7667827 0.0001458 EM 27 -0.12118447D+05 1.6264559 0.0001342 EM 28 -0.12116955D+05 1.4919686 0.0001231 EM 29 -0.12115591D+05 1.3638304 0.0001126 EM 30 -0.12114349D+05 1.2426455 0.0001026 EM 31 -0.12113220D+05 1.1290028 0.0000932 EM 32 -0.12112196D+05 1.0234010 0.0000845 EM 33 -0.12111270D+05 0.9261951 0.0000765 EM 34 -0.12110433D+05 0.8375523 0.0000692 EM 35 -0.12109675D+05 0.7574216 0.0000625 EM 36 -0.12108990D+05 0.6855207 0.0000566 EM 37 -0.12108368D+05 0.6213497 0.0000513 EM 38 -0.12107804D+05 0.5642329 0.0000466 EM 39 -0.12107291D+05 0.5133856 0.0000424 EM 40 -0.12106823D+05 0.4679983 0.0000387 EM 41 -0.12106395D+05 0.4273236 0.0000353 EM 42 -0.12106005D+05 0.3907571 0.0000323 EM 43 -0.12105647D+05 0.3578934 0.0000296 EM 44 -0.12105318D+05 0.3285225 0.0000271 EM 45 -0.12105016D+05 0.3025325 0.0000250 EM 46 -0.12104736D+05 0.2797422 0.0000231 EM 47 -0.12104476D+05 0.2597953 0.0000215 EM 48 -0.12104234D+05 0.2422218 0.0000200 EM 49 -0.12104007D+05 0.2266612 0.0000187 EM 50 -0.12103795D+05 0.2121760 0.0000175 EM 51 -0.12103595D+05 0.1998469 0.0000165 EM 52 -0.12103407D+05 0.1880559 0.0000155 EM 53 -0.12103230D+05 0.1773946 0.0000147 EM 54 -0.12103062D+05 0.1676077 0.0000138 EM 55 -0.12102904D+05 0.1586861 0.0000131 EM 56 -0.12102753D+05 0.1505892 0.0000124 EM 57 -0.12102610D+05 0.1432826 0.0000118 EM 58 -0.12102473D+05 0.1367155 0.0000113 EM 59 -0.12102342D+05 0.1308266 0.0000108 EM 60 -0.12102217D+05 0.1255453 0.0000104 EM 61 -0.12102096D+05 0.1207966 0.0000100 EM 62 -0.12101979D+05 0.1165007 0.0000096 EM 63 -0.12101867D+05 0.1125744 0.0000093 EM 64 -0.12101758D+05 0.1089323 0.0000090 EM 65 -0.12101576D+05 0.1822388 0.0000151 QN 66 -0.12101460D+05 0.1153441 0.0000095 EM 67 -0.12101356D+05 0.1037223 0.0000086 EM 68 -0.12101256D+05 0.1004576 0.0000083 EM 69 -0.12101160D+05 0.0964047 0.0000080 EM 70 -0.12101066D+05 0.0932040 0.0000077 EM 71 -0.12100976D+05 0.0902653 0.0000075 EM 72 -0.12100888D+05 0.0876504 0.0000072 EM 73 -0.12100803D+05 0.0853139 0.0000071 EM 74 -0.12100720D+05 0.0832378 0.0000069 EM 75 -0.12100639D+05 0.0813916 0.0000067 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 38 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.33016134D+05 0.0000000 0.0000000 EM 2 -0.15193350D+05 ************ 0.5398205 EM 3 -0.13467142D+05 1726.2079523 0.1136160 EM 4 -0.12783491D+05 683.6502932 0.0507643 EM 5 -0.12478428D+05 305.0628824 0.0238638 EM 6 -0.12338886D+05 139.5419684 0.0111827 EM 7 -0.12270026D+05 68.8600231 0.0055807 EM 8 -0.12231471D+05 38.5557350 0.0031423 EM 9 -0.12206954D+05 24.5165564 0.0020044 EM 10 -0.12189838D+05 17.1157993 0.0014021 EM 11 -0.12177181D+05 12.6573015 0.0010383 EM 12 -0.12167496D+05 9.6846550 0.0007953 EM 13 -0.12159926D+05 7.5705200 0.0006222 EM 14 -0.12153917D+05 6.0084960 0.0004941 EM 15 -0.12149088D+05 4.8291787 0.0003973 EM 16 -0.12145161D+05 3.9273159 0.0003233 EM 17 -0.12141930D+05 3.2313530 0.0002661 EM 18 -0.12139240D+05 2.6899218 0.0002215 EM 19 -0.12136974D+05 2.2652631 0.0001866 EM 20 -0.12135045D+05 1.9294438 0.0001590 EM 21 -0.12133383D+05 1.6617650 0.0001369 EM 22 -0.12131936D+05 1.4468403 0.0001192 EM 23 -0.12130663D+05 1.2731835 0.0001049 EM 24 -0.12129531D+05 1.1321956 0.0000933 EM 25 -0.12128513D+05 1.0174355 0.0000839 EM 26 -0.12127589D+05 0.9240597 0.0000762 EM 27 -0.12126741D+05 0.8483297 0.0000700 EM 28 -0.12125954D+05 0.7871128 0.0000649 EM 29 -0.12125217D+05 0.7374002 0.0000608 EM 30 -0.12124521D+05 0.6960566 0.0000574 EM 31 -0.12123860D+05 0.6600861 0.0000544 EM 32 -0.12123233D+05 0.6273192 0.0000517 EM 33 -0.12122636D+05 0.5968552 0.0000492 EM 34 -0.12122067D+05 0.5687730 0.0000469 EM 35 -0.12121524D+05 0.5434463 0.0000448 EM 36 -0.12121003D+05 0.5210675 0.0000430 EM 37 -0.12120501D+05 0.5015449 0.0000414 EM 38 -0.12120017D+05 0.4845996 0.0000400 EM 39 -0.12119547D+05 0.4698849 0.0000388 EM 40 -0.12119090D+05 0.4570625 0.0000377 EM 41 -0.12118644D+05 0.4458335 0.0000368 EM 42 -0.12118208D+05 0.4359442 0.0000360 EM 43 -0.12117781D+05 0.4271800 0.0000353 EM 44 -0.12117362D+05 0.4193567 0.0000346 EM 45 -0.12116949D+05 0.4123128 0.0000340 EM 46 -0.12116543D+05 0.4059029 0.0000335 EM 47 -0.12116143D+05 0.3999943 0.0000330 EM 48 -0.12115749D+05 0.3944654 0.0000326 EM 49 -0.12115360D+05 0.3892062 0.0000321 EM 50 -0.12114976D+05 0.3841219 0.0000317 EM 51 -0.12114596D+05 0.3791488 0.0000313 EM 52 -0.12114222D+05 0.3741966 0.0000309 EM 53 -0.12113853D+05 0.3692674 0.0000305 EM 54 -0.12113489D+05 0.3643472 0.0000301 EM 55 -0.12113129D+05 0.3594420 0.0000297 EM 56 -0.12112775D+05 0.3545691 0.0000293 EM 57 -0.12112425D+05 0.3497470 0.0000289 EM 58 -0.12112080D+05 0.3449921 0.0000285 EM 59 -0.12111740D+05 0.3403160 0.0000281 EM 60 -0.12111404D+05 0.3357263 0.0000277 EM 61 -0.12111073D+05 0.3312279 0.0000273 EM 62 -0.12110746D+05 0.3268229 0.0000270 EM 63 -0.12110423D+05 0.3225125 0.0000266 EM 64 -0.12110105D+05 0.3182958 0.0000263 EM 65 -0.12109791D+05 0.3141707 0.0000259 EM 66 -0.12109159D+05 0.6318608 0.0000522 QN 67 -0.12108320D+05 0.8384692 0.0000692 EM 68 -0.12107982D+05 0.3385880 0.0000280 EM 69 -0.12107678D+05 0.3036300 0.0000251 EM 70 -0.12107383D+05 0.2954726 0.0000244 EM 71 -0.12107093D+05 0.2900204 0.0000240 EM 72 -0.12106808D+05 0.2851937 0.0000236 EM 73 -0.12106527D+05 0.2806577 0.0000232 EM 74 -0.12106251D+05 0.2763052 0.0000228 EM 75 -0.12105979D+05 0.2720844 0.0000225 EM TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 21 E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM 1 -0.31691171D+05 0.0000000 0.0000000 EM 2 -0.15891512D+05 ************ 0.4985508 EM 3 -0.13812067D+05 2079.4452675 0.1308526 EM 4 -0.13034873D+05 777.1936487 0.0562692 EM 5 -0.12698432D+05 336.4411169 0.0258108 EM 6 -0.12503002D+05 195.4305023 0.0153901 EM 7 -0.12376695D+05 126.3063660 0.0101021 EM 8 -0.12291011D+05 85.6837829 0.0069230 EM 9 -0.12233495D+05 57.5158936 0.0046795 EM 10 -0.12194000D+05 39.4958185 0.0032285 EM 11 -0.12166570D+05 27.4294999 0.0022494 EM 12 -0.12147378D+05 19.1917539 0.0015774 EM 13 -0.12133740D+05 13.6382483 0.0011227 EM 14 -0.12123847D+05 9.8927319 0.0008153 EM 15 -0.12116497D+05 7.3506796 0.0006063 EM 16 -0.12110946D+05 5.5507299 0.0004581 EM 17 -0.12106711D+05 4.2354569 0.0003497 EM 18 -0.12103445D+05 3.2652227 0.0002697 EM 19 -0.12100895D+05 2.5506483 0.0002107 EM 20 -0.12098866D+05 2.0291319 0.0001677 EM 21 -0.12097220D+05 1.6459319 0.0001360 EM 22 -0.12095865D+05 1.3546529 0.0001120 EM 23 -0.12094737D+05 1.1284086 0.0000933 EM 24 -0.12093785D+05 0.9520529 0.0000787 EM 25 -0.12092970D+05 0.8147930 0.0000674 EM 26 -0.12092261D+05 0.7083260 0.0000586 EM 27 -0.12091635D+05 0.6259754 0.0000518 EM 28 -0.12091073D+05 0.5621782 0.0000465 EM 29 -0.12090561D+05 0.5122933 0.0000424 EM 30 -0.12090088D+05 0.4726440 0.0000391 EM 31 -0.12089648D+05 0.4405395 0.0000364 EM 32 -0.12089234D+05 0.4141027 0.0000343 EM 33 -0.12088842D+05 0.3920032 0.0000324 EM 34 -0.12088468D+05 0.3732526 0.0000309 EM 35 -0.12088111D+05 0.3570909 0.0000295 EM 36 -0.12087768D+05 0.3429261 0.0000284 EM 37 -0.12087438D+05 0.3302967 0.0000273 EM 38 -0.12087119D+05 0.3188459 0.0000264 EM 39 -0.12086811D+05 0.3083028 0.0000255 EM 40 -0.12086512D+05 0.2984676 0.0000247 EM 41 -0.12086223D+05 0.2891980 0.0000239 EM 42 -0.12085943D+05 0.2803960 0.0000232 EM 43 -0.12085671D+05 0.2719958 0.0000225 EM 44 -0.12085407D+05 0.2639531 0.0000218 EM 45 -0.12085151D+05 0.2562372 0.0000212 EM 46 -0.12084902D+05 0.2488247 0.0000206 EM 47 -0.12084660D+05 0.2416962 0.0000200 EM 48 -0.12084425D+05 0.2348345 0.0000194 EM 49 -0.12084197D+05 0.2282159 0.0000189 EM 50 -0.12083975D+05 0.2219918 0.0000184 EM 51 -0.12083759D+05 0.2156743 0.0000178 EM 52 -0.12083550D+05 0.2097511 0.0000174 EM 53 -0.12083346D+05 0.2039992 0.0000169 EM 54 -0.12083147D+05 0.1984443 0.0000164 EM 55 -0.12082954D+05 0.1930663 0.0000160 EM 56 -0.12082766D+05 0.1878601 0.0000155 EM 57 -0.12082584D+05 0.1828176 0.0000151 EM 58 -0.12082406D+05 0.1779327 0.0000147 EM 59 -0.12082232D+05 0.1731993 0.0000143 EM 60 -0.12082064D+05 0.1686122 0.0000140 EM 61 -0.12081900D+05 0.1641662 0.0000136 EM 62 -0.12081740D+05 0.1598567 0.0000132 EM 63 -0.12081584D+05 0.1556791 0.0000129 EM 64 -0.12081432D+05 0.1516290 0.0000126 EM 65 -0.12081285D+05 0.1477021 0.0000122 EM 66 -0.12081141D+05 0.1438942 0.0000119 EM 67 -0.12081001D+05 0.1402012 0.0000116 EM 68 -0.12080864D+05 0.1366190 0.0000113 EM 69 -0.12080731D+05 0.1331435 0.0000110 EM 70 -0.12080601D+05 0.1297707 0.0000107 EM 71 -0.12080475D+05 0.1264966 0.0000105 EM 72 -0.12080474D+05 0.0010204 0.0000001 QN 73 -0.12080351D+05 0.1223652 0.0000101 EM 74 -0.12080231D+05 0.1202273 0.0000100 EM 75 -0.12080114D+05 0.1172306 0.0000097 EM Available post-processing tools Conditional probabilities and odds for the latent class variables DIAGRAM INFORMATION Mplus diagrams are currently not available for Mixture analysis. No diagram output was produced. Beginning Time: 16:46:52 Ending Time: 16:48:39 Elapsed Time: 00:01:47 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) 1998-2021 Muthen & Muthen