Mplus VERSION 8.8
MUTHEN & MUTHEN
04/19/2022  11:14 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of a GMM for a censored
  	outcome using a censored model with
  	automatic starting values and random
  	starts
  DATA:	FILE IS ex8.3.dat;
  VARIABLE:	NAMES ARE y1-y4 x c;
  	USEV = y1-y4 x;
  	CLASSES = c (2);
  	CENSORED = y1-y4 (b);
  ANALYSIS:	TYPE = MIXTURE;
  	ALGORITHM = INTEGRATION;
  MODEL:	
  	%OVERALL%
  	i s | y1@0 y2@1 y3@2 y4@3;
  	i s ON x;
  	c ON x;
  OUTPUT:	TECH1 TECH8;



INPUT READING TERMINATED NORMALLY



this is an example of a GMM for a censored
outcome using a censored model with
automatic starting values and random
starts

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                         500

Number of dependent variables                                    4
Number of independent variables                                  1
Number of continuous latent variables                            2
Number of categorical latent variables                           1

Observed dependent variables

  Censored
   Y1          Y2          Y3          Y4

Observed independent variables
   X

Continuous latent variables
   I           S

Categorical latent variables
   C


Estimator                                                      MLR
Information matrix                                        OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
  Maximum number of iterations                                 100
  Convergence criterion                                  0.100D-05
Optimization Specifications for the EM Algorithm
  Maximum number of iterations                                 500
  Convergence criteria
    Loglikelihood change                                 0.100D-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
Optimization algorithm                                         EMA
Integration Specifications
  Type                                                    STANDARD
  Number of integration points                                  15
  Dimensions of numerical integration                            2
  Adaptive quadrature                                           ON
Random Starts Specifications
  Number of initial stage random starts                         20
  Number of final stage optimizations                            4
  Number of initial stage iterations                            10
  Initial stage convergence criterion                    0.100D+01
  Random starts scale                                    0.500D+01
  Random seed for generating random starts                       0
Cholesky                                                        ON

Input data file(s)
  ex8.3.dat
Input data format  FREE


SUMMARY OF CENSORED LIMITS

      Y1                 0.000
      Y2                 0.000
      Y3                 0.000
      Y4                 0.000



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

     X                    -0.008       0.075      -2.614    0.20%      -0.823     -0.278     -0.066
             500.000       1.001      -0.167       3.025    0.20%       0.223      0.863

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:

           -3211.438  127215           9
           -3217.932  285380           1
           -3220.094  399671           13
           -3221.983  unperturbed      0



     WARNING:  THE BEST LOGLIKELIHOOD VALUE WAS NOT REPLICATED.  THE
     SOLUTION MAY NOT BE TRUSTWORTHY DUE TO LOCAL MAXIMA.  INCREASE THE
     NUMBER OF RANDOM STARTS.


THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       15

Loglikelihood

          H0 Value                       -3211.438
          H0 Scaling Correction Factor      0.9845
            for MLR

Information Criteria

          Akaike (AIC)                    6452.876
          Bayesian (BIC)                  6516.095
          Sample-Size Adjusted BIC        6468.484
            (n* = (n + 2) / 24)



FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THE ESTIMATED MODEL

    Latent
   Classes

       1        243.33166          0.48666
       2        256.66834          0.51334


FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON ESTIMATED POSTERIOR PROBABILITIES

    Latent
   Classes

       1        243.33166          0.48666
       2        256.66834          0.51334


FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP

Class Counts and Proportions

    Latent
   Classes

       1              247          0.49400
       2              253          0.50600


CLASSIFICATION QUALITY

     Entropy                         0.600


Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)

           1        2

    1   0.874    0.126
    2   0.108    0.892


Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)

           1        2

    1   0.888    0.112
    2   0.121    0.879


Logits for the Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)

              1        2

    1      2.066    0.000
    2     -1.984    0.000


MODEL RESULTS

                                                    Two-Tailed
                    Estimate       S.E.  Est./S.E.    P-Value

Latent Class 1

 I        |
    Y1                 1.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 1.000      0.000    999.000    999.000
    Y4                 1.000      0.000    999.000    999.000

 S        |
    Y1                 0.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 2.000      0.000    999.000    999.000
    Y4                 3.000      0.000    999.000    999.000

 I          ON
    X                  0.287      0.081      3.537      0.000

 S          ON
    X                  0.305      0.046      6.671      0.000

 S        WITH
    I                 -0.054      0.058     -0.933      0.351

 Intercepts
    I                  3.052      0.127     23.984      0.000
    S                  1.001      0.076     13.208      0.000
    Y1                 0.000      0.000    999.000    999.000
    Y2                 0.000      0.000    999.000    999.000
    Y3                 0.000      0.000    999.000    999.000
    Y4                 0.000      0.000    999.000    999.000

 Residual Variances
    I                  0.892      0.147      6.062      0.000
    S                  0.495      0.050      9.821      0.000
    Y1                 0.590      0.080      7.361      0.000
    Y2                 0.479      0.045     10.719      0.000
    Y3                 0.491      0.058      8.431      0.000
    Y4                 0.467      0.101      4.633      0.000

Latent Class 2

 I        |
    Y1                 1.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 1.000      0.000    999.000    999.000
    Y4                 1.000      0.000    999.000    999.000

 S        |
    Y1                 0.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 2.000      0.000    999.000    999.000
    Y4                 3.000      0.000    999.000    999.000

 I          ON
    X                  0.287      0.081      3.537      0.000

 S          ON
    X                  0.305      0.046      6.671      0.000

 S        WITH
    I                 -0.054      0.058     -0.933      0.351

 Intercepts
    I                  0.943      0.108      8.694      0.000
    S                  0.421      0.075      5.580      0.000
    Y1                 0.000      0.000    999.000    999.000
    Y2                 0.000      0.000    999.000    999.000
    Y3                 0.000      0.000    999.000    999.000
    Y4                 0.000      0.000    999.000    999.000

 Residual Variances
    I                  0.892      0.147      6.062      0.000
    S                  0.495      0.050      9.821      0.000
    Y1                 0.590      0.080      7.361      0.000
    Y2                 0.479      0.045     10.719      0.000
    Y3                 0.491      0.058      8.431      0.000
    Y4                 0.467      0.101      4.633      0.000

Categorical Latent Variables

 C#1        ON
    X                 -0.798      0.173     -4.603      0.000

 Intercepts
    C#1               -0.070      0.173     -0.403      0.687


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.170E-01
       (ratio of smallest to largest eigenvalue)


LOGISTIC REGRESSION ODDS RATIO RESULTS

                                                95% C.I.
                    Estimate       S.E.  Lower 2.5% Upper 2.5%

Categorical Latent Variables

 C#1      ON
    X                  0.450      0.078      0.321      0.633


ALTERNATIVE PARAMETERIZATIONS FOR THE CATEGORICAL LATENT VARIABLE REGRESSION

                                                    Two-Tailed
                    Estimate       S.E.  Est./S.E.    P-Value

Parameterization using Reference Class 1

 C#2      ON
    X                  0.798      0.173      4.603      0.000

 Intercepts
    C#2                0.070      0.173      0.403      0.687


ODDS RATIO FOR THE ALTERNATIVE PARAMETERIZATIONS FOR THE CATEGORICAL LATENT VARIABLE REGRESSION

                                                95% C.I.
                    Estimate       S.E.  Lower 2.5% Upper 2.5%

Parameterization using Reference Class 1

 C#2      ON
    X                  2.220      0.385      1.581      3.118


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS 1


           NU
              Y1#1          Y1            Y2#1          Y2            Y3#1
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           NU
              Y3            Y4#1          Y4            X
              ________      ________      ________      ________
                    0             0             0             0


           LAMBDA
              I             S             X
              ________      ________      ________
 Y1#1               0             0             0
 Y1                 0             0             0
 Y2#1               0             0             0
 Y2                 0             0             0
 Y3#1               0             0             0
 Y3                 0             0             0
 Y4#1               0             0             0
 Y4                 0             0             0
 X                  0             0             0


           THETA
              Y1#1          Y1            Y2#1          Y2            Y3#1
              ________      ________      ________      ________      ________
 Y1#1               0
 Y1                 0             1
 Y2#1               0             0             0
 Y2                 0             0             0             2
 Y3#1               0             0             0             0             0
 Y3                 0             0             0             0             0
 Y4#1               0             0             0             0             0
 Y4                 0             0             0             0             0
 X                  0             0             0             0             0


           THETA
              Y3            Y4#1          Y4            X
              ________      ________      ________      ________
 Y3                 3
 Y4#1               0             0
 Y4                 0             0             4
 X                  0             0             0             0


           ALPHA
              I             S             X
              ________      ________      ________
                    5             6             0


           BETA
              I             S             X
              ________      ________      ________
 I                  0             0             7
 S                  0             0             8
 X                  0             0             0


           PSI
              I             S             X
              ________      ________      ________
 I                  9
 S                 10            11
 X                  0             0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS 2


           NU
              Y1#1          Y1            Y2#1          Y2            Y3#1
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           NU
              Y3            Y4#1          Y4            X
              ________      ________      ________      ________
                    0             0             0             0


           LAMBDA
              I             S             X
              ________      ________      ________
 Y1#1               0             0             0
 Y1                 0             0             0
 Y2#1               0             0             0
 Y2                 0             0             0
 Y3#1               0             0             0
 Y3                 0             0             0
 Y4#1               0             0             0
 Y4                 0             0             0
 X                  0             0             0


           THETA
              Y1#1          Y1            Y2#1          Y2            Y3#1
              ________      ________      ________      ________      ________
 Y1#1               0
 Y1                 0             1
 Y2#1               0             0             0
 Y2                 0             0             0             2
 Y3#1               0             0             0             0             0
 Y3                 0             0             0             0             0
 Y4#1               0             0             0             0             0
 Y4                 0             0             0             0             0
 X                  0             0             0             0             0


           THETA
              Y3            Y4#1          Y4            X
              ________      ________      ________      ________
 Y3                 3
 Y4#1               0             0
 Y4                 0             0             4
 X                  0             0             0             0


           ALPHA
              I             S             X
              ________      ________      ________
                   12            13             0


           BETA
              I             S             X
              ________      ________      ________
 I                  0             0             7
 S                  0             0             8
 X                  0             0             0


           PSI
              I             S             X
              ________      ________      ________
 I                  9
 S                 10            11
 X                  0             0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C#1           C#2
              ________      ________
                   14             0


           GAMMA(C)
              I             S             X
              ________      ________      ________
 C#1                0             0            15
 C#2                0             0             0


     STARTING VALUES FOR LATENT CLASS 1


           NU
              Y1#1          Y1            Y2#1          Y2            Y3#1
              ________      ________      ________      ________      ________
              -20.000         0.000       -20.000         0.000       -20.000


           NU
              Y3            Y4#1          Y4            X
              ________      ________      ________      ________
                0.000       -20.000         0.000         0.000


           LAMBDA
              I             S             X
              ________      ________      ________
 Y1#1           0.000         0.000         0.000
 Y1             1.000         0.000         0.000
 Y2#1           0.000         0.000         0.000
 Y2             1.000         1.000         0.000
 Y3#1           0.000         0.000         0.000
 Y3             1.000         2.000         0.000
 Y4#1           0.000         0.000         0.000
 Y4             1.000         3.000         0.000
 X              0.000         0.000         1.000


           THETA
              Y1#1          Y1            Y2#1          Y2            Y3#1
              ________      ________      ________      ________      ________
 Y1#1           0.000
 Y1             0.000         1.052
 Y2#1           0.000         0.000         0.000
 Y2             0.000         0.000         0.000         1.523
 Y3#1           0.000         0.000         0.000         0.000         0.000
 Y3             0.000         0.000         0.000         0.000         0.000
 Y4#1           0.000         0.000         0.000         0.000         0.000
 Y4             0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000


           THETA
              Y3            Y4#1          Y4            X
              ________      ________      ________      ________
 Y3             2.431
 Y4#1           0.000         0.000
 Y4             0.000         0.000         3.940
 X              0.000         0.000         0.000         0.000


           ALPHA
              I             S             X
              ________      ________      ________
                2.024         0.714         0.000


           BETA
              I             S             X
              ________      ________      ________
 I              0.000         0.000         0.000
 S              0.000         0.000         0.000
 X              0.000         0.000         0.000


           PSI
              I             S             X
              ________      ________      ________
 I              1.964
 S              0.000         0.623
 X              0.000         0.000         0.500


     STARTING VALUES FOR LATENT CLASS 2


           NU
              Y1#1          Y1            Y2#1          Y2            Y3#1
              ________      ________      ________      ________      ________
              -20.000         0.000       -20.000         0.000       -20.000


           NU
              Y3            Y4#1          Y4            X
              ________      ________      ________      ________
                0.000       -20.000         0.000         0.000


           LAMBDA
              I             S             X
              ________      ________      ________
 Y1#1           0.000         0.000         0.000
 Y1             1.000         0.000         0.000
 Y2#1           0.000         0.000         0.000
 Y2             1.000         1.000         0.000
 Y3#1           0.000         0.000         0.000
 Y3             1.000         2.000         0.000
 Y4#1           0.000         0.000         0.000
 Y4             1.000         3.000         0.000
 X              0.000         0.000         1.000


           THETA
              Y1#1          Y1            Y2#1          Y2            Y3#1
              ________      ________      ________      ________      ________
 Y1#1           0.000
 Y1             0.000         1.052
 Y2#1           0.000         0.000         0.000
 Y2             0.000         0.000         0.000         1.523
 Y3#1           0.000         0.000         0.000         0.000         0.000
 Y3             0.000         0.000         0.000         0.000         0.000
 Y4#1           0.000         0.000         0.000         0.000         0.000
 Y4             0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000


           THETA
              Y3            Y4#1          Y4            X
              ________      ________      ________      ________
 Y3             2.431
 Y4#1           0.000         0.000
 Y4             0.000         0.000         3.940
 X              0.000         0.000         0.000         0.000


           ALPHA
              I             S             X
              ________      ________      ________
                2.024         0.714         0.000


           BETA
              I             S             X
              ________      ________      ________
 I              0.000         0.000         0.000
 S              0.000         0.000         0.000
 X              0.000         0.000         0.000


           PSI
              I             S             X
              ________      ________      ________
 I              1.964
 S              0.000         0.623
 X              0.000         0.000         0.500


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C#1           C#2
              ________      ________
                0.000         0.000


           GAMMA(C)
              I             S             X
              ________      ________      ________
 C#1            0.000         0.000         0.000
 C#2            0.000         0.000         0.000


TECHNICAL 8 OUTPUT


  INITIAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.35865893D+04    0.0000000    0.0000000  EM
              2 -0.33544242D+04  232.1651055    0.0647314  EM
              3 -0.32707761D+04   83.6480553    0.0249366  EM
              4 -0.32427234D+04   28.0527319    0.0085768  EM
              5 -0.32307822D+04   11.9411432    0.0036824  EM
              6 -0.32285382D+04    2.2440081    0.0006946  EM
              7 -0.32273982D+04    1.1400347    0.0003531  EM
              8 -0.32266175D+04    0.7806673    0.0002419  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.45493155D+04    0.0000000    0.0000000  EM
              2 -0.40940957D+04  455.2198229    0.1000634  FS
              3 -0.36700573D+04  424.0383692    0.1035731  FS
              4 -0.34649502D+04  205.1071307    0.0558866  FS
              5 -0.33256570D+04  139.2932494    0.0402006  FS
              6 -0.32656740D+04   59.9829098    0.0180364  FS
              7 -0.32313441D+04   34.3299589    0.0105124  FS
              8 -0.32248846D+04    6.4595310    0.0019990  FS
              9 -0.32228619D+04    2.0226388    0.0006272  FS
             10 -0.32221138D+04    0.7481256    0.0002321  FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.71311821D+04    0.0000000    0.0000000  EM
              2 -0.47322038D+04 2398.9782959    0.3364068  EM
              3 -0.42486304D+04  483.5734474    0.1021878  EM
              4 -0.40969148D+04  151.7155588    0.0357093  EM
              5 -0.38572632D+04  239.6516187    0.0584956  EM
              6 -0.36910076D+04  166.2556464    0.0431020  EM
              7 -0.36276598D+04   63.3477171    0.0171627  EM
              8 -0.35867417D+04   40.9181190    0.0112795  EM
              9 -0.35553435D+04   31.3981813    0.0087540  EM
             10 -0.35307616D+04   24.5818983    0.0069141  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.83075398D+04    0.0000000    0.0000000  EM
              2 -0.36801046D+04 4627.4351917    0.5570163  EM
              3 -0.34660361D+04  214.0684759    0.0581691  EM
              4 -0.34178887D+04   48.1474149    0.0138912  EM
              5 -0.33956472D+04   22.2414335    0.0065074  EM
              6 -0.33829185D+04   12.7287202    0.0037485  EM
              7 -0.33705896D+04   12.3289559    0.0036445  EM
              8 -0.33580416D+04   12.5479496    0.0037228  EM
              9 -0.33454424D+04   12.5991972    0.0037519  EM
             10 -0.33334598D+04   11.9826557    0.0035818  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.52991827D+04    0.0000000    0.0000000  EM
              2 -0.39344277D+04 1364.7549574    0.2575407  EM
              3 -0.37072797D+04  227.1479935    0.0577334  EM
              4 -0.36567828D+04   50.4969513    0.0136210  EM
              5 -0.36268865D+04   29.8963128    0.0081756  EM
              6 -0.35945480D+04   32.3385209    0.0089163  EM
              7 -0.35693017D+04   25.2462799    0.0070235  EM
              8 -0.35639247D+04    5.3769748    0.0015065  EM
              9 -0.35578364D+04    6.0883399    0.0017083  EM
             10 -0.35501885D+04    7.6479025    0.0021496  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.75752683D+04    0.0000000    0.0000000  EM
              2 -0.70023576D+04  572.9107283    0.0756291  FS
              3 -0.65005511D+04  501.8065476    0.0716625  FS
              4 -0.62695489D+04  231.0021819    0.0355358  FS
              5 -0.56722596D+04  597.2893084    0.0952683  FS
              6 -0.52265771D+04  445.6824320    0.0785723  FS
              7 -0.48771003D+04  349.4768760    0.0668653  FS
              8 -0.45478025D+04  329.2977655    0.0675192  FS
              9 -0.42850237D+04  262.7787926    0.0577815  FS
             10 -0.40695611D+04  215.4625923    0.0502827  FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.50937164D+04    0.0000000    0.0000000  EM
              2 -0.45558402D+04  537.8762058    0.1055960  EM
              3 -0.43712995D+04  184.5406386    0.0405064  EM
              4 -0.42529840D+04  118.3154997    0.0270664  EM
              5 -0.42052094D+04   47.7746170    0.0112332  EM
              6 -0.41613879D+04   43.8214803    0.0104208  EM
              7 -0.41200034D+04   41.3844700    0.0099449  EM
              8 -0.40804266D+04   39.5768317    0.0096060  EM
              9 -0.40423147D+04   38.1119039    0.0093402  EM
             10 -0.40054760D+04   36.8387059    0.0091133  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.52420961D+04    0.0000000    0.0000000  EM
              2 -0.49405677D+04  301.5284584    0.0575206  FS
              3 -0.44140775D+04  526.4901746    0.1065647  FS
              4 -0.40955536D+04  318.5239562    0.0721609  EM
              5 -0.40481272D+04   47.4263320    0.0115800  EM
              6 -0.40519276D+04   -3.8003362   -0.0009388  EM
              7 -0.40181263D+04   33.8012530    0.0083420  EM
              8 -0.40278752D+04   -9.7488720   -0.0024262  EM
              9 -0.40097138D+04   18.1613628    0.0045089  EM
             10 -0.40367739D+04  -27.0600510   -0.0067486  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.55421705D+04    0.0000000    0.0000000  EM
              2 -0.51300936D+04  412.0768784    0.0743530  FS
              3 -0.46716504D+04  458.4432271    0.0893635  FS
              4 -0.45441807D+04  127.4696905    0.0272858  FS
              5 -0.43320916D+04  212.0890745    0.0466727  FS
              6 -0.41634771D+04  168.6145758    0.0389222  FS
              7 -0.40560352D+04  107.4418661    0.0258058  FS
              8 -0.39726716D+04   83.3635575    0.0205530  FS
              9 -0.39076407D+04   65.0308980    0.0163696  FS
             10 -0.38520415D+04   55.5992852    0.0142284  FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.83114095D+04    0.0000000    0.0000000  EM
              2 -0.42068744D+04 4104.5351481    0.4938434  EM
              3 -0.40148346D+04  192.0397844    0.0456490  FS
              4 -0.35843712D+04  430.4634013    0.1072182  FS
              5 -0.34058561D+04  178.5150730    0.0498037  FS
              6 -0.33372770D+04   68.5791355    0.0201357  FS
              7 -0.32792460D+04   58.0309494    0.0173887  FS
              8 -0.32532324D+04   26.0136725    0.0079328  FS
              9 -0.32349821D+04   18.2502605    0.0056099  FS
             10 -0.32260185D+04    8.9636278    0.0027708  FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.67199733D+04    0.0000000    0.0000000  EM
              2 -0.61954033D+04  524.5699235    0.0780613  FS
              3 -0.57693624D+04  426.0409350    0.0687673  FS
              4 -0.56772744D+04   92.0880126    0.0159616  FS
              5 -0.55171600D+04  160.1144296    0.0282027  FS
              6 -0.53144156D+04  202.7443826    0.0367480  FS
              7 -0.50514516D+04  262.9639447    0.0494813  FS
              8 -0.49786198D+04   72.8318067    0.0144180  FS
              9 -0.48299992D+04  148.6205959    0.0298518  FS
             10 -0.47533015D+04   76.6977141    0.0158794  FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.56143020D+04    0.0000000    0.0000000  EM
              2 -0.45084201D+04 1105.8819351    0.1969759  FS
              3 -0.41647091D+04  343.7109755    0.0762376  FS
              4 -0.38908797D+04  273.8294121    0.0657499  EM
              5 -0.37627574D+04  128.1223384    0.0329289  EM
              6 -0.37113140D+04   51.4433726    0.0136717  EM
              7 -0.36784965D+04   32.8174767    0.0088425  EM
              8 -0.36591842D+04   19.3123223    0.0052501  EM
              9 -0.36337722D+04   25.4119864    0.0069447  EM
             10 -0.36137626D+04   20.0096369    0.0055066  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.55579985D+04    0.0000000    0.0000000  EM
              2 -0.51029131D+04  455.0853536    0.0818794  FS
              3 -0.46660068D+04  436.9062898    0.0856190  FS
              4 -0.43016138D+04  364.3930426    0.0780953  FS
              5 -0.39670612D+04  334.5525732    0.0777737  FS
              6 -0.37334233D+04  233.6379294    0.0588945  FS
              7 -0.35606368D+04  172.7865067    0.0462810  FS
              8 -0.34334558D+04  127.1809520    0.0357186  FS
              9 -0.33455180D+04   87.9378093    0.0256120  FS
             10 -0.33297699D+04   15.7481539    0.0047072  FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.49160430D+04    0.0000000    0.0000000  EM
              2 -0.43890296D+04  527.0134167    0.1072028  FS
              3 -0.40597222D+04  329.3074421    0.0750297  FS
              4 -0.35610850D+04  498.6371121    0.1228254  FS
              5 -0.33616805D+04  199.4045782    0.0559955  FS
              6 -0.32747701D+04   86.9103145    0.0258532  FS
              7 -0.32413254D+04   33.4447345    0.0102128  FS
              8 -0.32297336D+04   11.5918068    0.0035763  FS
              9 -0.32247672D+04    4.9664195    0.0015377  FS
             10 -0.32228810D+04    1.8862343    0.0005849  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.54369235D+04    0.0000000    0.0000000  EM
              2 -0.42597830D+04 1177.1404977    0.2165086  EM
              3 -0.38739644D+04  385.8185479    0.0905723  FS
              4 -0.34354194D+04  438.5450102    0.1132032  FS
              5 -0.33503237D+04   85.0957209    0.0247701  EM
              6 -0.33301639D+04   20.1597858    0.0060173  EM
              7 -0.33160136D+04   14.1503534    0.0042491  EM
              8 -0.33051970D+04   10.8166072    0.0032619  EM
              9 -0.32969607D+04    8.2362490    0.0024919  EM
             10 -0.32903629D+04    6.5977787    0.0020012  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.53657316D+04    0.0000000    0.0000000  EM
              2 -0.45625072D+04  803.2243959    0.1496952  FS
              3 -0.41668270D+04  395.6801608    0.0867243  EM
              4 -0.39101724D+04  256.6546085    0.0615947  EM
              5 -0.37088764D+04  201.2960282    0.0514801  EM
              6 -0.36240773D+04   84.7990963    0.0228638  EM
              7 -0.35484745D+04   75.6027867    0.0208613  EM
              8 -0.34945554D+04   53.9191246    0.0151950  EM
              9 -0.34518804D+04   42.6749780    0.0122118  EM
             10 -0.34232574D+04   28.6230299    0.0082920  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.75009878D+04    0.0000000    0.0000000  EM
              2 -0.45622240D+04 2938.7638167    0.3917836  EM
              3 -0.38785346D+04  683.6893278    0.1498588  EM
              4 -0.37049296D+04  173.6050806    0.0447605  EM
              5 -0.36404488D+04   64.4808061    0.0174041  EM
              6 -0.36325824D+04    7.8663479    0.0021608  EM
              7 -0.36171054D+04   15.4769884    0.0042606  EM
              8 -0.36026991D+04   14.4062868    0.0039828  EM
              9 -0.35866639D+04   16.0352836    0.0044509  EM
             10 -0.35753780D+04   11.2858640    0.0031466  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.58495990D+04    0.0000000    0.0000000  EM
              2 -0.40120259D+04 1837.5730928    0.3141366  EM
              3 -0.37596564D+04  252.3695474    0.0629033  EM
              4 -0.37178447D+04   41.8116507    0.0111211  EM
              5 -0.37560050D+04  -38.1603038   -0.0102641  EM
              6 -0.38120523D+04  -56.0473206   -0.0149221  EM
              7 -0.38251673D+04  -13.1149344   -0.0034404  EM
              8 -0.38361945D+04  -11.0272102   -0.0028828  EM
              9 -0.38432919D+04   -7.0973878   -0.0018501  EM
             10 -0.38471606D+04   -3.8687104   -0.0010066  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.61746966D+04    0.0000000    0.0000000  EM
              2 -0.54914504D+04  683.2462039    0.1106526  FS
              3 -0.50092142D+04  482.2362197    0.0878158  FS
              4 -0.45308742D+04  478.3399641    0.0954920  FS
              5 -0.40726539D+04  458.2203292    0.1011329  FS
              6 -0.37537105D+04  318.9433809    0.0783134  FS
              7 -0.35253867D+04  228.3238744    0.0608262  FS
              8 -0.33845119D+04  140.8747940    0.0399601  FS
              9 -0.33025990D+04   81.9128347    0.0242023  FS
             10 -0.32526433D+04   49.9556958    0.0151262  FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.57615808D+04    0.0000000    0.0000000  EM
              2 -0.52131141D+04  548.4667004    0.0951938  FS
              3 -0.48671535D+04  345.9605989    0.0663635  FS
              4 -0.47561301D+04  111.0234143    0.0228107  FS
              5 -0.47182900D+04   37.8401237    0.0079561  FS
              6 -0.43891708D+04  329.1191762    0.0697539  EM
              7 -0.42533089D+04  135.8618603    0.0309539  EM
              8 -0.41382068D+04  115.1021448    0.0270618  EM
              9 -0.40425945D+04   95.6123069    0.0231048  EM
             10 -0.39636778D+04   78.9166829    0.0195213  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.50985901D+04    0.0000000    0.0000000  EM
              2 -0.43313134D+04  767.2766467    0.1504880  FS
              3 -0.40210132D+04  310.3002186    0.0716411  EM
              4 -0.39057979D+04  115.2153409    0.0286533  EM
              5 -0.38318522D+04   73.9457291    0.0189323  EM
              6 -0.37995734D+04   32.2788030    0.0084238  EM
              7 -0.37676692D+04   31.9041121    0.0083968  EM
              8 -0.37364419D+04   31.2273898    0.0082883  EM
              9 -0.37061258D+04   30.3160193    0.0081136  EM
             10 -0.36768839D+04   29.2419112    0.0078902  EM


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1




   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.45493155D+04    0.0000000    0.0000000  EM
              2 -0.40940957D+04  455.2198229    0.1000634  FS
              3 -0.36700573D+04  424.0383692    0.1035731  FS
              4 -0.34649502D+04  205.1071307    0.0558866  FS
              5 -0.33256570D+04  139.2932494    0.0402006  FS
              6 -0.32656740D+04   59.9829098    0.0180364  FS
              7 -0.32313441D+04   34.3299589    0.0105124  FS
              8 -0.32248846D+04    6.4595310    0.0019990  FS
              9 -0.32228619D+04    2.0226388    0.0006272  FS
             10 -0.32221138D+04    0.7481256    0.0002321  FS
             11 -0.32217931D+04    0.3207156    0.0000995  FS
             12 -0.32211399D+04    0.6532273    0.0002028  FS
             13 -0.32209365D+04    0.2033492    0.0000631  EM
             14 -0.32208168D+04    0.1197090    0.0000372  EM
             15 -0.32207296D+04    0.0872327    0.0000271  EM
             16 -0.32206558D+04    0.0737295    0.0000229  EM
             17 -0.32205884D+04    0.0674167    0.0000209  EM
             18 -0.32205245D+04    0.0638817    0.0000198  EM
             19 -0.32204631D+04    0.0614448    0.0000191  EM
             20 -0.32204036D+04    0.0594551    0.0000185  EM
             21 -0.32203460D+04    0.0576516    0.0000179  EM
             22 -0.32202901D+04    0.0559252    0.0000174  EM
             23 -0.32202358D+04    0.0542266    0.0000168  EM
             24 -0.32201833D+04    0.0525333    0.0000163  EM
             25 -0.32201325D+04    0.0508350    0.0000158  EM
             26 -0.32200833D+04    0.0491273    0.0000153  EM
             27 -0.32200359D+04    0.0474101    0.0000147  EM
             28 -0.32199902D+04    0.0456857    0.0000142  EM
             29 -0.32199463D+04    0.0439592    0.0000137  EM
             30 -0.32199040D+04    0.0422363    0.0000131  EM
             31 -0.32198635D+04    0.0405229    0.0000126  EM
             32 -0.32198247D+04    0.0388280    0.0000121  EM
             33 -0.32197875D+04    0.0371583    0.0000115  EM
             34 -0.32197520D+04    0.0355217    0.0000110  EM
             35 -0.32197181D+04    0.0339253    0.0000105  EM
             36 -0.32196857D+04    0.0323762    0.0000101  EM
             37 -0.32196548D+04    0.0308805    0.0000096  EM
             38 -0.32196254D+04    0.0294426    0.0000091  EM
             39 -0.32195973D+04    0.0280672    0.0000087  EM
             40 -0.32195706D+04    0.0267580    0.0000083  EM
             41 -0.32195450D+04    0.0255167    0.0000079  EM
             42 -0.32195207D+04    0.0243451    0.0000076  EM
             43 -0.32194975D+04    0.0232436    0.0000072  EM
             44 -0.32194752D+04    0.0222118    0.0000069  EM
             45 -0.32194540D+04    0.0212486    0.0000066  EM
             46 -0.32194336D+04    0.0203526    0.0000063  EM
             47 -0.32194141D+04    0.0195212    0.0000061  EM
             48 -0.32193954D+04    0.0187517    0.0000058  EM
             49 -0.32193773D+04    0.0180420    0.0000056  EM
             50 -0.32193599D+04    0.0173876    0.0000054  EM
             51 -0.32193432D+04    0.0167859    0.0000052  EM
             52 -0.32193269D+04    0.0162334    0.0000050  EM
             53 -0.32193112D+04    0.0157266    0.0000049  EM
             54 -0.32192959D+04    0.0152619    0.0000047  EM
             55 -0.32182745D+04    1.0214078    0.0003173  FS
             56 -0.32179850D+04    0.2895463    0.0000900  FS
             57 -0.32179521D+04    0.0328343    0.0000102  FS
             58 -0.32179381D+04    0.0140834    0.0000044  FS
             59 -0.32179351D+04    0.0029608    0.0000009  FS
             60 -0.32179319D+04    0.0032371    0.0000010  FS
             61 -0.32179318D+04    0.0001116    0.0000000  FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13




   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.49160430D+04    0.0000000    0.0000000  EM
              2 -0.43890296D+04  527.0134167    0.1072028  FS
              3 -0.40597222D+04  329.3074421    0.0750297  FS
              4 -0.35610850D+04  498.6371121    0.1228254  FS
              5 -0.33616805D+04  199.4045782    0.0559955  FS
              6 -0.32747701D+04   86.9103145    0.0258532  FS
              7 -0.32413254D+04   33.4447345    0.0102128  FS
              8 -0.32297336D+04   11.5918068    0.0035763  FS
              9 -0.32247672D+04    4.9664195    0.0015377  FS
             10 -0.32228810D+04    1.8862343    0.0005849  EM
             11 -0.32223163D+04    0.5646023    0.0001752  EM
             12 -0.32220917D+04    0.2246564    0.0000697  EM
             13 -0.32219740D+04    0.1176744    0.0000365  EM
             14 -0.32218893D+04    0.0847418    0.0000263  EM
             15 -0.32218119D+04    0.0774154    0.0000240  EM
             16 -0.32217356D+04    0.0762510    0.0000237  EM
             17 -0.32216632D+04    0.0723796    0.0000225  EM
             18 -0.32215994D+04    0.0638710    0.0000198  EM
             19 -0.32215459D+04    0.0534200    0.0000166  EM
             20 -0.32215015D+04    0.0444467    0.0000138  EM
             21 -0.32214627D+04    0.0387800    0.0000120  EM
             22 -0.32214259D+04    0.0367624    0.0000114  EM
             23 -0.32213879D+04    0.0380754    0.0000118  EM
             24 -0.32213456D+04    0.0422488    0.0000131  EM
             25 -0.32212969D+04    0.0487547    0.0000151  EM
             26 -0.32212400D+04    0.0568533    0.0000176  EM
             27 -0.32211746D+04    0.0654131    0.0000203  EM
             28 -0.32211016D+04    0.0729647    0.0000227  EM
             29 -0.32210236D+04    0.0780736    0.0000242  EM
             30 -0.32209438D+04    0.0797799    0.0000248  EM
             31 -0.32208660D+04    0.0778314    0.0000242  EM
             32 -0.32207933D+04    0.0726972    0.0000226  EM
             33 -0.32207279D+04    0.0654054    0.0000203  EM
             34 -0.32206706D+04    0.0572098    0.0000178  EM
             35 -0.32206214D+04    0.0492058    0.0000153  EM
             36 -0.32205793D+04    0.0420939    0.0000131  EM
             37 -0.32205432D+04    0.0361620    0.0000112  EM
             38 -0.32205118D+04    0.0314050    0.0000098  EM
             39 -0.32204841D+04    0.0276670    0.0000086  EM
             40 -0.32204594D+04    0.0247445    0.0000077  EM
             41 -0.32204369D+04    0.0224435    0.0000070  EM
             42 -0.32204163D+04    0.0206024    0.0000064  EM
             43 -0.32203972D+04    0.0190963    0.0000059  EM
             44 -0.32203794D+04    0.0178330    0.0000055  EM
             45 -0.32203626D+04    0.0167458    0.0000052  EM
             46 -0.32203469D+04    0.0157878    0.0000049  EM
             47 -0.32203319D+04    0.0149257    0.0000046  EM
             48 -0.32203178D+04    0.0141363    0.0000044  EM
             49 -0.32203044D+04    0.0134034    0.0000042  EM
             50 -0.32202917D+04    0.0127161    0.0000039  EM
             51 -0.32202796D+04    0.0120670    0.0000037  EM
             52 -0.32202682D+04    0.0114512    0.0000036  EM
             53 -0.32202573D+04    0.0108655    0.0000034  EM
             54 -0.32202470D+04    0.0103124    0.0000032  EM
             55 -0.32202372D+04    0.0097747    0.0000030  EM
             56 -0.32202279D+04    0.0092664    0.0000029  EM
             57 -0.32202192D+04    0.0087808    0.0000027  EM
             58 -0.32202108D+04    0.0083164    0.0000026  EM
             59 -0.32202030D+04    0.0078721    0.0000024  EM
             60 -0.32201955D+04    0.0074470    0.0000023  EM
             61 -0.32201885D+04    0.0070402    0.0000022  EM
             62 -0.32201818D+04    0.0066510    0.0000021  EM
             63 -0.32201756D+04    0.0062788    0.0000019  EM
             64 -0.32201696D+04    0.0059231    0.0000018  EM
             65 -0.32201640D+04    0.0055834    0.0000017  EM
             66 -0.32201640D+04    0.0000426    0.0000000  QN
             67 -0.32201587D+04    0.0052574    0.0000016  EM
             68 -0.32201538D+04    0.0049485    0.0000015  EM
             69 -0.32201491D+04    0.0046548    0.0000014  EM
             70 -0.32201448D+04    0.0043755    0.0000014  EM
             71 -0.32201407D+04    0.0041104    0.0000013  EM
             72 -0.32201368D+04    0.0038590    0.0000012  EM
             73 -0.32201332D+04    0.0036210    0.0000011  EM
             74 -0.32201298D+04    0.0033960    0.0000011  EM
             75 -0.32201266D+04    0.0031834    0.0000010  EM
             76 -0.32201236D+04    0.0029829    0.0000009  EM
             77 -0.32201208D+04    0.0027939    0.0000009  EM
             78 -0.32201182D+04    0.0026161    0.0000008  EM
             79 -0.32201158D+04    0.0024489    0.0000008  EM
             80 -0.32201135D+04    0.0022918    0.0000007  EM
             81 -0.32201113D+04    0.0021444    0.0000007  EM
             82 -0.32201093D+04    0.0020061    0.0000006  EM
             83 -0.32201074D+04    0.0018766    0.0000006  EM
             84 -0.32201057D+04    0.0017552    0.0000005  EM
             85 -0.32201040D+04    0.0016417    0.0000005  EM
             86 -0.32201025D+04    0.0015354    0.0000005  EM
             87 -0.32201011D+04    0.0014360    0.0000004  EM
             88 -0.32200997D+04    0.0013432    0.0000004  EM
             89 -0.32200985D+04    0.0012563    0.0000004  EM
             90 -0.32200973D+04    0.0011752    0.0000004  EM
             91 -0.32200962D+04    0.0010995    0.0000003  EM
             92 -0.32200952D+04    0.0010287    0.0000003  EM
             93 -0.32200942D+04    0.0009626    0.0000003  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9




   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.83114095D+04    0.0000000    0.0000000  EM
              2 -0.42068744D+04 4104.5351481    0.4938434  EM
              3 -0.40148346D+04  192.0397844    0.0456490  FS
              4 -0.35843712D+04  430.4634013    0.1072182  FS
              5 -0.34058561D+04  178.5150730    0.0498037  FS
              6 -0.33372770D+04   68.5791355    0.0201357  FS
              7 -0.32792460D+04   58.0309494    0.0173887  FS
              8 -0.32532324D+04   26.0136725    0.0079328  FS
              9 -0.32349821D+04   18.2502605    0.0056099  FS
             10 -0.32260185D+04    8.9636278    0.0027708  FS
             11 -0.32208639D+04    5.1545715    0.0015978  FS
             12 -0.32157998D+04    5.0640668    0.0015723  FS
             13 -0.32117998D+04    4.0000282    0.0012439  FS
             14 -0.32114420D+04    0.3578120    0.0001114  FS
             15 -0.32114381D+04    0.0038942    0.0000012  FS
             16 -0.32114379D+04    0.0002525    0.0000001  FS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET




   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.35865893D+04    0.0000000    0.0000000  EM
              2 -0.33544242D+04  232.1651055    0.0647314  EM
              3 -0.32707761D+04   83.6480553    0.0249366  EM
              4 -0.32427234D+04   28.0527319    0.0085768  EM
              5 -0.32307822D+04   11.9411432    0.0036824  EM
              6 -0.32285382D+04    2.2440081    0.0006946  EM
              7 -0.32273982D+04    1.1400347    0.0003531  EM
              8 -0.32266175D+04    0.7806673    0.0002419  EM
              9 -0.32260135D+04    0.6040067    0.0001872  EM
             10 -0.32255215D+04    0.4920273    0.0001525  EM
             11 -0.32251106D+04    0.4108514    0.0001274  EM
             12 -0.32247626D+04    0.3480560    0.0001079  EM
             13 -0.32244647D+04    0.2978536    0.0000924  EM
             14 -0.32242078D+04    0.2569365    0.0000797  EM
             15 -0.32239846D+04    0.2231392    0.0000692  EM
             16 -0.32237897D+04    0.1949300    0.0000605  EM
             17 -0.32236185D+04    0.1711785    0.0000531  EM
             18 -0.32234675D+04    0.1510284    0.0000469  EM
             19 -0.32233337D+04    0.1338189    0.0000415  EM
             20 -0.32232147D+04    0.1190325    0.0000369  EM
             21 -0.32231084D+04    0.1062593    0.0000330  EM
             22 -0.32230132D+04    0.0951706    0.0000295  EM
             23 -0.32229277D+04    0.0855005    0.0000265  EM
             24 -0.32228507D+04    0.0770320    0.0000239  EM
             25 -0.32227811D+04    0.0695867    0.0000216  EM
             26 -0.32227181D+04    0.0630169    0.0000196  EM
             27 -0.32226609D+04    0.0571996    0.0000177  EM
             28 -0.32226089D+04    0.0520321    0.0000161  EM
             29 -0.32225614D+04    0.0474276    0.0000147  EM
             30 -0.32225181D+04    0.0433128    0.0000134  EM
             31 -0.32224785D+04    0.0396256    0.0000123  EM
             32 -0.32224422D+04    0.0363129    0.0000113  EM
             33 -0.32224088D+04    0.0333296    0.0000103  EM
             34 -0.32223782D+04    0.0306363    0.0000095  EM
             35 -0.32223500D+04    0.0281995    0.0000088  EM
             36 -0.32223240D+04    0.0259904    0.0000081  EM
             37 -0.32223000D+04    0.0239830    0.0000074  EM
             38 -0.32222779D+04    0.0221560    0.0000069  EM
             39 -0.32222574D+04    0.0204900    0.0000064  EM
             40 -0.32222384D+04    0.0189681    0.0000059  EM
             41 -0.32222208D+04    0.0175758    0.0000055  EM
             42 -0.32222045D+04    0.0162999    0.0000051  EM
             43 -0.32221894D+04    0.0151290    0.0000047  EM
             44 -0.32221754D+04    0.0140530    0.0000044  EM
             45 -0.32221623D+04    0.0130629    0.0000041  EM
             46 -0.32221501D+04    0.0121507    0.0000038  EM
             47 -0.32221388D+04    0.0113094    0.0000035  EM
             48 -0.32221283D+04    0.0105341    0.0000033  EM
             49 -0.32221185D+04    0.0098141    0.0000030  EM
             50 -0.32221093D+04    0.0091497    0.0000028  EM
             51 -0.32221008D+04    0.0085343    0.0000026  EM
             52 -0.32220928D+04    0.0079639    0.0000025  EM
             53 -0.32220854D+04    0.0074347    0.0000023  EM
             54 -0.32220785D+04    0.0069434    0.0000022  EM
             55 -0.32220720D+04    0.0064869    0.0000020  EM
             56 -0.32220659D+04    0.0060626    0.0000019  EM
             57 -0.32220602D+04    0.0056678    0.0000018  EM
             58 -0.32220549D+04    0.0053003    0.0000016  EM
             59 -0.32220500D+04    0.0049580    0.0000015  EM
             60 -0.32220500D+04    0.0000083    0.0000000  QN
             61 -0.32220453D+04    0.0046328    0.0000014  EM
             62 -0.32220410D+04    0.0043428    0.0000013  EM
             63 -0.32220369D+04    0.0040654    0.0000013  EM
             64 -0.32220331D+04    0.0038066    0.0000012  EM
             65 -0.32220296D+04    0.0035649    0.0000011  EM
             66 -0.32220262D+04    0.0033392    0.0000010  EM
             67 -0.32220231D+04    0.0031284    0.0000010  EM
             68 -0.32220202D+04    0.0029314    0.0000009  EM
             69 -0.32220174D+04    0.0027472    0.0000009  EM
             70 -0.32220148D+04    0.0025749    0.0000008  EM
             71 -0.32220124D+04    0.0024138    0.0000007  EM
             72 -0.32220102D+04    0.0022630    0.0000007  EM
             73 -0.32220081D+04    0.0021220    0.0000007  EM
             74 -0.32220061D+04    0.0019899    0.0000006  EM
             75 -0.32220042D+04    0.0018663    0.0000006  EM
             76 -0.32220024D+04    0.0017505    0.0000005  EM
             77 -0.32220008D+04    0.0016421    0.0000005  EM
             78 -0.32219993D+04    0.0015405    0.0000005  EM
             79 -0.32219978D+04    0.0014454    0.0000004  EM
             80 -0.32219965D+04    0.0013562    0.0000004  EM
             81 -0.32219952D+04    0.0012726    0.0000004  EM
             82 -0.32219940D+04    0.0011943    0.0000004  EM
             83 -0.32219929D+04    0.0011208    0.0000003  EM
             84 -0.32219918D+04    0.0010520    0.0000003  EM
             85 -0.32219908D+04    0.0009874    0.0000003  EM
             86 -0.32219899D+04    0.0009269    0.0000003  EM
             87 -0.32219890D+04    0.0008701    0.0000003  EM
             88 -0.32219882D+04    0.0008169    0.0000003  EM
             89 -0.32219875D+04    0.0007669    0.0000002  EM
             90 -0.32219867D+04    0.0007202    0.0000002  EM
             91 -0.32219861D+04    0.0006761    0.0000002  EM
             92 -0.32219854D+04    0.0006349    0.0000002  EM
             93 -0.32219848D+04    0.0005962    0.0000002  EM
             94 -0.32219843D+04    0.0005599    0.0000002  EM
             95 -0.32219837D+04    0.0005258    0.0000002  EM
             96 -0.32219832D+04    0.0004938    0.0000002  EM
             97 -0.32219828D+04    0.0004638    0.0000001  EM


     Beginning Time:  23:14:28
        Ending Time:  23:15:40
       Elapsed Time:  00:01:12



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