Mplus VERSION 7.2
MUTHEN & MUTHEN
05/07/2014   2:42 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of a GMM for a
  		continuous outcome using automatic
  		starting values and random starts
  DATA:	FILE IS ex8.1.dat;
  VARIABLE:       NAMES ARE y1-y4 x;
  	CLASSES = c (2);
  ANALYSIS:	TYPE = MIXTURE;
  	STARTS = 40 8;
  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
continuous outcome using 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

  Continuous
   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-06
    Relative loglikelihood change                        0.100D-06
    Derivative                                           0.100D-05
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-05
  Basis for M step termination                           ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-05
  Basis for M step termination                           ITERATION
  Maximum value for logit thresholds                            15
  Minimum value for logit thresholds                           -15
  Minimum expected cell size for chi-square              0.100D-01
Optimization algorithm                                         EMA
Random Starts Specifications
  Number of initial stage random starts                         40
  Number of final stage optimizations                            8
  Number of initial stage iterations                            10
  Initial stage convergence criterion                    0.100D+01
  Random starts scale                                    0.500D+01
  Random seed for generating random starts                       0

Input data file(s)
  ex8.1.dat
Input data format  FREE


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:

           -3183.703  341041           34
           -3183.703  107446           12
           -3183.703  887676           22
           -3194.658  569131           26
           -3194.658  645664           39
           -3194.658  851945           18
           -3194.821  207896           25
           -3195.146  27071            15



THE BEST LOGLIKELIHOOD VALUE HAS BEEN REPLICATED.  RERUN WITH AT LEAST TWICE THE
RANDOM STARTS TO CHECK THAT THE BEST LOGLIKELIHOOD IS STILL OBTAINED AND REPLICATED.


THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       15

Loglikelihood

          H0 Value                       -3183.703
          H0 Scaling Correction Factor      0.9851
            for MLR

Information Criteria

          Akaike (AIC)                    6397.407
          Bayesian (BIC)                  6460.626
          Sample-Size Adjusted BIC        6413.015
            (n* = (n + 2) / 24)



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

    Latent
   Classes

       1        239.53352          0.47907
       2        260.46648          0.52093


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

    Latent
   Classes

       1        239.53356          0.47907
       2        260.46644          0.52093


CLASSIFICATION QUALITY

     Entropy                         0.608


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP

Class Counts and Proportions

    Latent
   Classes

       1              241          0.48200
       2              259          0.51800


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

           1        2

    1   0.878    0.122
    2   0.108    0.892


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

           1        2

    1   0.883    0.117
    2   0.113    0.887


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

              1        2

    1      2.024    0.000
    2     -2.061    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                  0.472      0.103      4.600      0.000

 S          ON
    X                  0.306      0.034      9.073      0.000

 S        WITH
    I                 -0.022      0.042     -0.515      0.606

 Intercepts
    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
    I                  0.886      0.095      9.322      0.000
    S                  0.502      0.061      8.242      0.000

 Residual Variances
    Y1                 0.574      0.065      8.772      0.000
    Y2                 0.575      0.045     12.712      0.000
    Y3                 0.443      0.047      9.409      0.000
    Y4                 0.565      0.081      6.965      0.000
    I                  0.961      0.150      6.416      0.000
    S                  0.175      0.023      7.730      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                  0.472      0.103      4.600      0.000

 S          ON
    X                  0.306      0.034      9.073      0.000

 S        WITH
    I                 -0.022      0.042     -0.515      0.606

 Intercepts
    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
    I                  2.943      0.147     19.977      0.000
    S                  0.950      0.041     23.329      0.000

 Residual Variances
    Y1                 0.574      0.065      8.772      0.000
    Y2                 0.575      0.045     12.712      0.000
    Y3                 0.443      0.047      9.409      0.000
    Y4                 0.565      0.081      6.965      0.000
    I                  0.961      0.150      6.416      0.000
    S                  0.175      0.023      7.730      0.000

Categorical Latent Variables

 C#1        ON
    X                  0.776      0.256      3.035      0.002

 Intercepts
    C#1               -0.049      0.203     -0.241      0.810


LOGISTIC REGRESSION ODDS RATIO RESULTS

Categorical Latent Variables

 C#1      ON
    X                  2.172


ALTERNATIVE PARAMETERIZATIONS FOR THE CATEGORICAL LATENT VARIABLE REGRESSION

Parameterization using Reference Class 1

 C#2      ON
    X                 -0.776      0.256     -3.035      0.002

 Intercepts
    C#2                0.049      0.203      0.241      0.810


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.592E-02
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS 1


           NU
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


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


           THETA
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 Y1                 1
 Y2                 0             2
 Y3                 0             0             3
 Y4                 0             0             0             4
 X                  0             0             0             0             0


           ALPHA
              I             S             X
              ________      ________      ________
 1                  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            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


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


           THETA
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 Y1                 1
 Y2                 0             2
 Y3                 0             0             3
 Y4                 0             0             0             4
 X                  0             0             0             0             0


           ALPHA
              I             S             X
              ________      ________      ________
 1                 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
              ________      ________
 1                 14             0


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


     STARTING VALUES FOR LATENT CLASS 1


           NU
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


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


           THETA
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 Y1             1.222
 Y2             0.000         1.603
 Y3             0.000         0.000         2.175
 Y4             0.000         0.000         0.000         3.015
 X              0.000         0.000         0.000         0.000         0.000


           ALPHA
              I             S             X
              ________      ________      ________
 1              1.930         0.718         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              2.306
 S              0.000         0.382
 X              0.000         0.000         0.491


     STARTING VALUES FOR LATENT CLASS 2


           NU
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


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


           THETA
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 Y1             1.222
 Y2             0.000         1.603
 Y3             0.000         0.000         2.175
 Y4             0.000         0.000         0.000         3.015
 X              0.000         0.000         0.000         0.000         0.000


           ALPHA
              I             S             X
              ________      ________      ________
 1              1.930         0.718         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              2.306
 S              0.000         0.382
 X              0.000         0.000         0.491


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


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


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


TECHNICAL 8 OUTPUT


  INITIAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.35985106D+04    0.0000000    0.0000000    250.000   250.000    EM
     2 -0.31963521D+04  402.1584840    0.1117569    250.000   250.000    EM
     3 -0.31963521D+04    0.0000000    0.0000000    250.000   250.000    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.99557435D+04    0.0000000    0.0000000    269.471   230.529    EM
     2 -0.31987856D+04 6756.9578765    0.6786995    211.334   288.666    EM
     3 -0.31967733D+04    2.0123267    0.0006291    210.847   289.153    EM
     4 -0.31964071D+04    0.3662136    0.0001146    210.308   289.692    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16453808D+05    0.0000000    0.0000000      8.525   491.475    EM
     2 -0.31981362D+04 ************    0.8056294      6.820   493.180    EM
     3 -0.31969373D+04    1.1988982    0.0003749      6.370   493.630    EM
     4 -0.31965505D+04    0.3867761    0.0001210      6.110   493.890    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.79528657D+04    0.0000000    0.0000000      0.027   499.973    EM
     2 -0.32141234D+04 4738.7423256    0.5958534     21.806   478.194    EM
     3 -0.31984190D+04   15.7044470    0.0048861     23.185   476.815    EM
     4 -0.31974221D+04    0.9968214    0.0003117     22.830   477.170    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.77090665D+04    0.0000000    0.0000000    498.843     1.157    EM
     2 -0.32104309D+04 4498.6355820    0.5835513    486.781    13.219    EM
     3 -0.31985078D+04   11.9231111    0.0037139    485.550    14.450    EM
     4 -0.31972062D+04    1.3015782    0.0004069    486.239    13.761    EM
     5 -0.31967427D+04    0.4635349    0.0001450    486.716    13.284    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.81081783D+04    0.0000000    0.0000000    409.536    90.464    EM
     2 -0.32061234D+04 4902.0549140    0.6045815    277.135   222.865    EM
     3 -0.31976560D+04    8.4674337    0.0026410    275.930   224.070    EM
     4 -0.31972330D+04    0.4229571    0.0001323    274.676   225.324    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.59818408D+04    0.0000000    0.0000000     67.961   432.039    EM
     2 -0.32064662D+04 2775.3746459    0.4639667     66.215   433.785    EM
     3 -0.31993369D+04    7.1292428    0.0022234     65.263   434.737    EM
     4 -0.31974167D+04    1.9201850    0.0006002     64.635   435.365    EM
     5 -0.31966044D+04    0.8123065    0.0002541     64.200   435.800    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.93105287D+04    0.0000000    0.0000000    177.737   322.263    EM
     2 -0.32159920D+04 6094.5366272    0.6545855    178.874   321.126    EM
     3 -0.32038415D+04   12.1505693    0.0037782    179.471   320.529    EM
     4 -0.32002838D+04    3.5576481    0.0011104    179.479   320.521    EM
     5 -0.31986269D+04    1.6569351    0.0005177    179.321   320.679    EM
     6 -0.31976873D+04    0.9396179    0.0002938    179.102   320.898    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.61835462D+04    0.0000000    0.0000000    375.794   124.206    EM
     2 -0.32087708D+04 2974.7753769    0.4810792    373.676   126.324    EM
     3 -0.31996221D+04    9.1487243    0.0028512    372.345   127.655    EM
     4 -0.31971570D+04    2.4651002    0.0007704    371.572   128.428    EM
     5 -0.31962280D+04    0.9290522    0.0002906    370.993   129.007    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11055083D+05    0.0000000    0.0000000    163.069   336.931    EM
     2 -0.32178140D+04 7837.2688490    0.7089290    165.359   334.641    EM
     3 -0.32052587D+04   12.5553294    0.0039018    167.078   332.922    EM
     4 -0.32015639D+04    3.6947543    0.0011527    167.751   332.249    EM
     5 -0.31998665D+04    1.6974649    0.0005302    168.071   331.929    EM
     6 -0.31989219D+04    0.9445455    0.0002952    168.209   331.791    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.54868803D+04    0.0000000    0.0000000    237.112   262.888    EM
     2 -0.32001133D+04 2286.7670177    0.4167700    241.312   258.688    EM
     3 -0.31975053D+04    2.6080540    0.0008150    240.607   259.393    EM
     4 -0.31966134D+04    0.8918690    0.0002789    240.183   259.817    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.57655147D+04    0.0000000    0.0000000    455.290    44.710    EM
     2 -0.32016904D+04 2563.8243118    0.4446826    464.347    35.653    EM
     3 -0.31965545D+04    5.1359268    0.0016041    464.265    35.735    EM
     4 -0.31965298D+04    0.0247128    0.0000077    464.340    35.660    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.52078849D+04    0.0000000    0.0000000    218.330   281.670    EM
     2 -0.31969520D+04 2010.9329193    0.3861324    211.832   288.168    EM
     3 -0.31930942D+04    3.8577831    0.0012067    212.807   287.193    EM
     4 -0.31921078D+04    0.9863741    0.0003089    213.872   286.128    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.86208503D+04    0.0000000    0.0000000    118.571   381.429    EM
     2 -0.32012903D+04 5419.5600181    0.6286572    119.110   380.890    EM
     3 -0.31992797D+04    2.0106004    0.0006281    119.396   380.604    EM
     4 -0.31983169D+04    0.9627898    0.0003009    119.494   380.506    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.10232317D+05    0.0000000    0.0000000    166.875   333.125    EM
     2 -0.31985503D+04 7033.7670546    0.6874070    186.820   313.180    EM
     3 -0.31966040D+04    1.9462661    0.0006085    185.482   314.518    EM
     4 -0.31959608D+04    0.6431838    0.0002012    184.455   315.545    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.71584747D+04    0.0000000    0.0000000    307.400   192.600    EM
     2 -0.32029016D+04 3955.5730248    0.5525720    307.254   192.746    EM
     3 -0.31965027D+04    6.3989519    0.0019979    307.294   192.706    EM
     4 -0.31954535D+04    1.0491905    0.0003282    307.389   192.611    EM
     5 -0.31952441D+04    0.2093679    0.0000655    307.494   192.506    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.72794880D+04    0.0000000    0.0000000     31.471   468.529    EM
     2 -0.32001115D+04 4079.3765513    0.5603933     30.018   469.982    EM
     3 -0.31978841D+04    2.2273591    0.0006960     29.320   470.680    EM
     4 -0.31971068D+04    0.7772874    0.0002431     28.887   471.113    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14405931D+05    0.0000000    0.0000000    127.554   372.446    EM
     2 -0.32109949D+04 ************    0.7771060    128.435   371.565    EM
     3 -0.32017817D+04    9.2132355    0.0028693    128.736   371.264    EM
     4 -0.31990794D+04    2.7022748    0.0008440    128.445   371.555    EM
     5 -0.31977587D+04    1.3206977    0.0004128    128.018   371.982    EM
     6 -0.31969774D+04    0.7812840    0.0002443    127.574   372.426    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11342374D+05    0.0000000    0.0000000    140.980   359.020    EM
     2 -0.32020994D+04 8140.2746211    0.7176870    140.821   359.179    EM
     3 -0.31961679D+04    5.9315271    0.0018524    140.777   359.223    EM
     4 -0.31952189D+04    0.9490030    0.0002969    140.787   359.213    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13579304D+05    0.0000000    0.0000000    317.190   182.810    EM
     2 -0.32137266D+04 ************    0.7633364    316.331   183.669    EM
     3 -0.32034939D+04   10.2327395    0.0031841    315.440   184.560    EM
     4 -0.32004674D+04    3.0264383    0.0009447    314.932   185.068    EM
     5 -0.31989693D+04    1.4981455    0.0004681    314.595   185.405    EM
     6 -0.31980596D+04    0.9096748    0.0002844    314.377   185.623    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.10790732D+05    0.0000000    0.0000000    299.066   200.934    EM
     2 -0.32021497D+04 7588.5820561    0.7032500    290.445   209.555    EM
     3 -0.31984876D+04    3.6620796    0.0011436    289.628   210.372    EM
     4 -0.31971316D+04    1.3559968    0.0004239    289.076   210.924    EM
     5 -0.31965553D+04    0.5763385    0.0001803    288.716   211.284    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 21


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11659621D+05    0.0000000    0.0000000     34.706   465.294    EM
     2 -0.31999787D+04 8459.6425745    0.7255504     33.370   466.630    EM
     3 -0.31963715D+04    3.6072386    0.0011273     32.979   467.021    EM
     4 -0.31956859D+04    0.6856064    0.0002145     32.877   467.123    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 22


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.48978198D+04    0.0000000    0.0000000    191.723   308.277    EM
     2 -0.32009694D+04 1696.8503231    0.3464501    191.345   308.655    EM
     3 -0.31969310D+04    4.0384095    0.0012616    191.041   308.959    EM
     4 -0.31952544D+04    1.6766310    0.0005245    190.865   309.135    EM
     5 -0.31942873D+04    0.9670950    0.0003027    190.872   309.128    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 23


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.78561549D+04    0.0000000    0.0000000    331.271   168.729    EM
     2 -0.31987806D+04 4657.3742750    0.5928313    329.001   170.999    EM
     3 -0.31968547D+04    1.9259503    0.0006021    327.284   172.716    EM
     4 -0.31959898D+04    0.8648490    0.0002705    326.036   173.964    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 24


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.69514341D+04    0.0000000    0.0000000    325.581   174.419    EM
     2 -0.31995532D+04 3751.8808851    0.5397276    327.256   172.744    EM
     3 -0.31971621D+04    2.3911016    0.0007473    327.002   172.998    EM
     4 -0.31962295D+04    0.9325452    0.0002917    326.869   173.131    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 25


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.10041397D+05    0.0000000    0.0000000    193.101   306.899    EM
     2 -0.32152240D+04 6826.1725594    0.6798031    290.783   209.217    EM
     3 -0.31953423D+04   19.8817578    0.0061836    290.887   209.113    EM
     4 -0.31952591D+04    0.0831941    0.0000260    291.014   208.986    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 26


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12233124D+05    0.0000000    0.0000000    346.567   153.433    EM
     2 -0.32011563D+04 9031.9680068    0.7383206    346.855   153.145    EM
     3 -0.31962227D+04    4.9335967    0.0015412    347.193   152.807    EM
     4 -0.31953884D+04    0.8343860    0.0002611    347.493   152.507    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 27


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.90061799D+04    0.0000000    0.0000000    231.298   268.702    EM
     2 -0.32128607D+04 5793.3191423    0.6432604    168.807   331.193    EM
     3 -0.32015818D+04   11.2789602    0.0035106    170.804   329.196    EM
     4 -0.31994136D+04    2.1681221    0.0006772    171.515   328.485    EM
     5 -0.31982532D+04    1.1604131    0.0003627    171.911   328.089    EM
     6 -0.31975186D+04    0.7346550    0.0002297    172.113   327.887    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 28


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.67052732D+04    0.0000000    0.0000000    214.398   285.602    EM
     2 -0.31979834D+04 3507.2898774    0.5230644    227.364   272.636    EM
     3 -0.31973285D+04    0.6548144    0.0002048    228.638   271.362    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 29


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.81421289D+04    0.0000000    0.0000000    365.366   134.634    EM
     2 -0.32815470D+04 4860.5818663    0.5969670    249.720   250.280    EM
     3 -0.31974082D+04   84.1388422    0.0256400    254.671   245.329    EM
     4 -0.31960954D+04    1.3127560    0.0004106    254.573   245.427    EM
     5 -0.31959447D+04    0.1506663    0.0000471    254.391   245.609    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 30


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12241119D+05    0.0000000    0.0000000    315.475   184.525    EM
     2 -0.32044794D+04 9036.6396893    0.7382201    315.457   184.543    EM
     3 -0.31983558D+04    6.1235212    0.0019109    315.553   184.447    EM
     4 -0.31967084D+04    1.6474085    0.0005151    315.838   184.162    EM
     5 -0.31961664D+04    0.5420668    0.0001696    316.248   183.752    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 31


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.85595665D+04    0.0000000    0.0000000    153.577   346.423    EM
     2 -0.32680958D+04 5291.4706866    0.6181938     88.822   411.178    EM
     3 -0.32002276D+04   67.8681708    0.0207669    107.589   392.411    EM
     4 -0.31971683D+04    3.0593435    0.0009560    111.497   388.503    EM
     5 -0.31962586D+04    0.9097256    0.0002845    114.851   385.149    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 32


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13601480D+05    0.0000000    0.0000000    181.770   318.230    EM
     2 -0.31967551D+04 ************    0.7649701    182.094   317.906    EM
     3 -0.31967356D+04    0.0195055    0.0000061    182.404   317.596    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 33


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.63450983D+04    0.0000000    0.0000000    220.940   279.060    EM
     2 -0.32074505D+04 3137.6478561    0.4944995    206.592   293.408    EM
     3 -0.32018561D+04    5.5944048    0.0017442    207.947   292.053    EM
     4 -0.31999384D+04    1.9176535    0.0005989    208.643   291.357    EM
     5 -0.31988699D+04    1.0685263    0.0003339    209.024   290.976    EM
     6 -0.31981958D+04    0.6740329    0.0002107    209.200   290.800    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 34


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11149361D+05    0.0000000    0.0000000    213.015   286.985    EM
     2 -0.31954935D+04 7953.8673793    0.7133922    226.499   273.501    EM
     3 -0.31941662D+04    1.3272669    0.0004154    227.796   272.204    EM
     4 -0.31938341D+04    0.3320742    0.0001040    228.957   271.043    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 35


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.98526376D+04    0.0000000    0.0000000    239.910   260.090    EM
     2 -0.31981912D+04 6654.4463648    0.6753975    250.445   249.555    EM
     3 -0.31968852D+04    1.3059820    0.0004084    249.645   250.355    EM
     4 -0.31963138D+04    0.5714206    0.0001787    248.932   251.068    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 36


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14570654D+05    0.0000000    0.0000000    176.404   323.596    EM
     2 -0.31968450D+04 ************    0.7805970    171.683   328.317    EM
     3 -0.31962867D+04    0.5583065    0.0001746    171.774   328.226    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 37


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.59649342D+04    0.0000000    0.0000000    167.699   332.301    EM
     2 -0.32240849D+04 2740.8493006    0.4594936    232.380   267.620    EM
     3 -0.31969324D+04   27.1525275    0.0084218    232.012   267.988    EM
     4 -0.31957844D+04    1.1479772    0.0003591    231.872   268.128    EM
     5 -0.31956544D+04    0.1300424    0.0000407    231.686   268.314    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 38


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.83279541D+04    0.0000000    0.0000000    455.528    44.472    EM
     2 -0.32067917D+04 5121.1624480    0.6149364    456.646    43.354    EM
     3 -0.32002710D+04    6.5206434    0.0020334    456.638    43.362    EM
     4 -0.31983107D+04    1.9603194    0.0006125    456.611    43.389    EM
     5 -0.31974020D+04    0.9087649    0.0002841    456.492    43.508    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 39


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.74308237D+04    0.0000000    0.0000000    190.005   309.995    EM
     2 -0.32492644D+04 4181.5593676    0.5627316    154.679   345.321    EM
     3 -0.32004430D+04   48.8213386    0.0150254    154.778   345.222    EM
     4 -0.31962587D+04    4.1843138    0.0013074    154.657   345.343    EM
     5 -0.31953554D+04    0.9032708    0.0002826    154.456   345.544    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 40


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.10561366D+05    0.0000000    0.0000000    316.111   183.889    EM
     2 -0.32114441D+04 7349.9214315    0.6959253    411.152    88.848    EM
     3 -0.31968039D+04   14.6402314    0.0045588    411.284    88.716    EM
     4 -0.31957246D+04    1.0793196    0.0003376    411.298    88.702    EM
     5 -0.31955706D+04    0.1539941    0.0000482    411.230    88.770    EM


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


     4 -0.31921078D+04    0.9863741    0.0003089    213.872   286.128    EM
     5 -0.31913392D+04    0.7686720    0.0002408    215.053   284.947    EM
     6 -0.31906442D+04    0.6949680    0.0002178    216.357   283.643    EM
     7 -0.31899701D+04    0.6741259    0.0002113    217.779   282.221    EM
     8 -0.31892990D+04    0.6710773    0.0002104    219.303   280.697    EM
     9 -0.31886308D+04    0.6681996    0.0002095    220.904   279.096    EM
    10 -0.31879756D+04    0.6552377    0.0002055    222.547   277.453    EM
    11 -0.31873488D+04    0.6267664    0.0001966    224.191   275.809    EM
    12 -0.31867670D+04    0.5817848    0.0001825    225.800   274.200    EM
    13 -0.31862437D+04    0.5233299    0.0001642    227.337   272.663    EM
    14 -0.31857865D+04    0.4571316    0.0001435    228.777   271.223    EM
    15 -0.31853970D+04    0.3895826    0.0001223    230.103   269.897    EM
    16 -0.31850711D+04    0.3258329    0.0001023    231.307   268.693    EM
    17 -0.31848021D+04    0.2689781    0.0000844    232.388   267.612    EM
    18 -0.31845820D+04    0.2201107    0.0000691    233.349   266.651    EM
    19 -0.31844030D+04    0.1790352    0.0000562    234.197   265.803    EM
    20 -0.31842581D+04    0.1449114    0.0000455    234.940   265.060    EM
    21 -0.31841413D+04    0.1167445    0.0000367    235.589   264.411    EM
    22 -0.31840477D+04    0.0935964    0.0000294    236.152   263.848    EM
    23 -0.31839731D+04    0.0746583    0.0000234    236.639   263.361    EM
    24 -0.31839138D+04    0.0592492    0.0000186    237.060   262.940    EM
    25 -0.31838671D+04    0.0467809    0.0000147    237.422   262.578    EM
    26 -0.31838303D+04    0.0367642    0.0000115    237.732   262.268    EM
    27 -0.31838015D+04    0.0287673    0.0000090    237.999   262.001    EM
    28 -0.31837791D+04    0.0224235    0.0000070    238.227   261.773    EM
    29 -0.31837617D+04    0.0174194    0.0000055    238.422   261.578    EM
    30 -0.31837482D+04    0.0134905    0.0000042    238.589   261.411    EM
    31 -0.31837378D+04    0.0104222    0.0000033    238.731   261.269    EM
    32 -0.31837297D+04    0.0080339    0.0000025    238.853   261.147    EM
    33 -0.31837236D+04    0.0061816    0.0000019    238.957   261.043    EM
    34 -0.31837188D+04    0.0047489    0.0000015    239.045   260.955    EM
    35 -0.31837152D+04    0.0036432    0.0000011    239.120   260.880    EM
    36 -0.31837043D+04    0.0108702    0.0000034    239.390   260.610    FS
    37 -0.31837034D+04    0.0008522    0.0000003    239.523   260.477    FS
    38 -0.31837033D+04    0.0000935    0.0000000    239.491   260.509    FS
    39 -0.31837033D+04    0.0000181    0.0000000    239.554   260.446    FS
    40 -0.31837033D+04    0.0000070    0.0000000    239.510   260.490    FS
    41 -0.31837033D+04    0.0000038    0.0000000    239.551   260.449    FS
    42 -0.31837033D+04    0.0000023    0.0000000    239.519   260.481    FS
    43 -0.31837033D+04    0.0000015    0.0000000    239.546   260.454    FS
    44 -0.31837033D+04    0.0000009    0.0000000    239.524   260.476    FS
    45 -0.31837033D+04    0.0000006    0.0000000    239.542   260.458    FS
    46 -0.31837033D+04    0.0000004    0.0000000    239.527   260.473    FS
    47 -0.31837033D+04    0.0000003    0.0000000    239.539   260.461    FS
    48 -0.31837033D+04    0.0000002    0.0000000    239.530   260.470    FS
    49 -0.31837033D+04    0.0000001    0.0000000    239.537   260.463    FS
    50 -0.31837033D+04    0.0000001    0.0000000    239.531   260.469    FS
    51 -0.31837033D+04    0.0000000    0.0000000    239.536   260.464    FS
    52 -0.31837033D+04    0.0000000    0.0000000    239.532   260.468    FS
    53 -0.31837033D+04    0.0000000    0.0000000    239.535   260.465    FS
    54 -0.31837033D+04    0.0000000    0.0000000    239.533   260.467    FS
    55 -0.31837033D+04    0.0000000    0.0000000    239.535   260.465    FS
    56 -0.31837033D+04    0.0000000    0.0000000    239.533   260.467    FS
    57 -0.31837033D+04    0.0000000    0.0000000    239.534   260.466    FS
    58 -0.31837033D+04    0.0000000    0.0000000    239.533   260.467    FS
    59 -0.31837033D+04    0.0000000    0.0000000    239.534   260.466    FS
    60 -0.31837033D+04    0.0000000    0.0000000    239.533   260.467    FS
    61 -0.31837033D+04    0.0000000    0.0000000    239.534   260.466    FS
    62 -0.31837033D+04    0.0000000    0.0000000    239.533   260.467    FS
    63 -0.31837033D+04    0.0000000    0.0000000    239.534   260.466    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 34


     4 -0.31938341D+04    0.3320742    0.0001040    228.957   271.043    EM
     5 -0.31934670D+04    0.3671785    0.0001150    230.003   269.997    EM
     6 -0.31930567D+04    0.4102955    0.0001285    230.944   269.056    EM
     7 -0.31925950D+04    0.4616600    0.0001446    231.793   268.207    EM
     8 -0.31920743D+04    0.5207055    0.0001631    232.565   267.435    EM
     9 -0.31914888D+04    0.5854833    0.0001834    233.278   266.722    EM
    10 -0.31908369D+04    0.6519295    0.0002043    233.949   266.051    EM
    11 -0.31901234D+04    0.7134676    0.0002236    234.592   265.408    EM
    12 -0.31893623D+04    0.7611619    0.0002386    235.217   264.783    EM
    13 -0.31885771D+04    0.7851755    0.0002462    235.826   264.174    EM
    14 -0.31877997D+04    0.7773719    0.0002438    236.414   263.586    EM
    15 -0.31870651D+04    0.7346177    0.0002304    236.970   263.030    EM
    16 -0.31864041D+04    0.6610023    0.0002074    237.481   262.519    EM
    17 -0.31858368D+04    0.5672402    0.0001780    237.937   262.063    EM
    18 -0.31853697D+04    0.4671162    0.0001466    238.331   261.669    EM
    19 -0.31849970D+04    0.3727100    0.0001170    238.663   261.337    EM
    20 -0.31847056D+04    0.2913827    0.0000915    238.936   261.064    EM
    21 -0.31844801D+04    0.2255078    0.0000708    239.155   260.845    EM
    22 -0.31843061D+04    0.1740725    0.0000547    239.327   260.673    EM
    23 -0.31841715D+04    0.1345790    0.0000423    239.461   260.539    EM
    24 -0.31840671D+04    0.1043555    0.0000328    239.561   260.439    EM
    25 -0.31839860D+04    0.0811351    0.0000255    239.636   260.364    EM
    26 -0.31839228D+04    0.0631847    0.0000198    239.689   260.311    EM
    27 -0.31838736D+04    0.0492311    0.0000155    239.726   260.274    EM
    28 -0.31838352D+04    0.0383441    0.0000120    239.750   260.250    EM
    29 -0.31838054D+04    0.0298358    0.0000094    239.764   260.236    EM
    30 -0.31837822D+04    0.0231836    0.0000073    239.770   260.230    EM
    31 -0.31837642D+04    0.0179867    0.0000056    239.771   260.229    EM
    32 -0.31837503D+04    0.0139350    0.0000044    239.767   260.233    EM
    33 -0.31837395D+04    0.0107800    0.0000034    239.761   260.239    EM
    34 -0.31837312D+04    0.0083280    0.0000026    239.752   260.248    EM
    35 -0.31837247D+04    0.0064265    0.0000020    239.741   260.259    EM
    36 -0.31837050D+04    0.0197066    0.0000062    239.545   260.455    FS
    37 -0.31837036D+04    0.0014924    0.0000005    239.606   260.394    FS
    38 -0.31837034D+04    0.0001685    0.0000001    239.500   260.500    FS
    39 -0.31837033D+04    0.0000348    0.0000000    239.575   260.425    FS
    40 -0.31837033D+04    0.0000140    0.0000000    239.503   260.497    FS
    41 -0.31837033D+04    0.0000078    0.0000000    239.560   260.440    FS
    42 -0.31837033D+04    0.0000048    0.0000000    239.513   260.487    FS
    43 -0.31837033D+04    0.0000031    0.0000000    239.551   260.449    FS
    44 -0.31837033D+04    0.0000020    0.0000000    239.520   260.480    FS
    45 -0.31837033D+04    0.0000013    0.0000000    239.545   260.455    FS
    46 -0.31837033D+04    0.0000008    0.0000000    239.525   260.475    FS
    47 -0.31837033D+04    0.0000005    0.0000000    239.541   260.459    FS
    48 -0.31837033D+04    0.0000003    0.0000000    239.528   260.472    FS
    49 -0.31837033D+04    0.0000002    0.0000000    239.538   260.462    FS
    50 -0.31837033D+04    0.0000001    0.0000000    239.530   260.470    FS
    51 -0.31837033D+04    0.0000001    0.0000000    239.537   260.463    FS
    52 -0.31837033D+04    0.0000001    0.0000000    239.531   260.469    FS
    53 -0.31837033D+04    0.0000000    0.0000000    239.536   260.464    FS
    54 -0.31837033D+04    0.0000000    0.0000000    239.532   260.468    FS
    55 -0.31837033D+04    0.0000000    0.0000000    239.535   260.465    FS
    56 -0.31837033D+04    0.0000000    0.0000000    239.533   260.467    FS
    57 -0.31837033D+04    0.0000000    0.0000000    239.535   260.465    FS
    58 -0.31837033D+04    0.0000000    0.0000000    239.533   260.467    FS
    59 -0.31837033D+04    0.0000000    0.0000000    239.534   260.466    FS
    60 -0.31837033D+04    0.0000000    0.0000000    239.533   260.467    FS
    61 -0.31837033D+04    0.0000000    0.0000000    239.534   260.466    FS
    62 -0.31837033D+04    0.0000000    0.0000000    239.533   260.467    FS
    63 -0.31837033D+04    0.0000000    0.0000000    239.534   260.466    FS
    64 -0.31837033D+04    0.0000000    0.0000000    239.533   260.467    FS
    65 -0.31837033D+04    0.0000000    0.0000000    239.534   260.466    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 22


     5 -0.31942873D+04    0.9670950    0.0003027    190.872   309.128    EM
     6 -0.31936211D+04    0.6661892    0.0002086    191.088   308.912    EM
     7 -0.31931022D+04    0.5189495    0.0001625    191.534   308.466    EM
     8 -0.31926585D+04    0.4436291    0.0001389    192.222   307.778    EM
     9 -0.31922506D+04    0.4079880    0.0001278    193.163   306.837    EM
    10 -0.31918531D+04    0.3974640    0.0001245    194.362   305.638    EM
    11 -0.31914485D+04    0.4046065    0.0001268    195.820   304.180    EM
    12 -0.31910236D+04    0.4248843    0.0001331    197.533   302.467    EM
    13 -0.31905689D+04    0.4546698    0.0001425    199.490   300.510    EM
    14 -0.31900788D+04    0.4900991    0.0001536    201.670   298.330    EM
    15 -0.31895523D+04    0.5264985    0.0001650    204.043   295.957    EM
    16 -0.31889940D+04    0.5583092    0.0001750    206.567   293.433    EM
    17 -0.31884143D+04    0.5797153    0.0001818    209.191   290.809    EM
    18 -0.31878286D+04    0.5856792    0.0001837    211.856   288.144    EM
    19 -0.31872554D+04    0.5732727    0.0001798    214.504   285.496    EM
    20 -0.31867128D+04    0.5425936    0.0001702    217.076   282.924    EM
    21 -0.31862160D+04    0.4967745    0.0001559    219.527   280.473    EM
    22 -0.31857748D+04    0.4411570    0.0001385    221.821   278.179    EM
    23 -0.31853932D+04    0.3816551    0.0001198    223.935   276.065    EM
    24 -0.31850699D+04    0.3233167    0.0001015    225.859   274.141    EM
    25 -0.31848003D+04    0.2695255    0.0000846    227.590   272.410    EM
    26 -0.31845784D+04    0.2219628    0.0000697    229.134   270.866    EM
    27 -0.31843973D+04    0.1810626    0.0000569    230.501   269.499    EM
    28 -0.31842508D+04    0.1465262    0.0000460    231.705   268.295    EM
    29 -0.31841330D+04    0.1177304    0.0000370    232.760   267.240    EM
    30 -0.31840391D+04    0.0939592    0.0000295    233.680   266.320    EM
    31 -0.31839646D+04    0.0745120    0.0000234    234.481   265.519    EM
    32 -0.31839058D+04    0.0587400    0.0000184    235.175   264.825    EM
    33 -0.31838598D+04    0.0460512    0.0000145    235.777   264.223    EM
    34 -0.31838239D+04    0.0359277    0.0000113    236.297   263.703    EM
    35 -0.31837959D+04    0.0279082    0.0000088    236.746   263.254    EM
    36 -0.31837116D+04    0.0843254    0.0000265    238.682   261.318    FS
    37 -0.31837044D+04    0.0072548    0.0000023    239.330   260.670    FS
    38 -0.31837036D+04    0.0008028    0.0000003    239.367   260.633    FS
    39 -0.31837034D+04    0.0001404    0.0000000    239.565   260.435    FS
    40 -0.31837034D+04    0.0000480    0.0000000    239.466   260.534    FS
    41 -0.31837034D+04    0.0000250    0.0000000    239.575   260.425    FS
    42 -0.31837033D+04    0.0000150    0.0000000    239.494   260.506    FS
    43 -0.31837033D+04    0.0000096    0.0000000    239.564   260.436    FS
    44 -0.31837033D+04    0.0000061    0.0000000    239.509   260.491    FS
    45 -0.31837033D+04    0.0000040    0.0000000    239.554   260.446    FS
    46 -0.31837033D+04    0.0000026    0.0000000    239.517   260.483    FS
    47 -0.31837033D+04    0.0000017    0.0000000    239.547   260.453    FS
    48 -0.31837033D+04    0.0000011    0.0000000    239.523   260.477    FS
    49 -0.31837033D+04    0.0000007    0.0000000    239.542   260.458    FS
    50 -0.31837033D+04    0.0000005    0.0000000    239.527   260.473    FS
    51 -0.31837033D+04    0.0000003    0.0000000    239.539   260.461    FS
    52 -0.31837033D+04    0.0000002    0.0000000    239.529   260.471    FS
    53 -0.31837033D+04    0.0000001    0.0000000    239.537   260.463    FS
    54 -0.31837033D+04    0.0000001    0.0000000    239.531   260.469    FS
    55 -0.31837033D+04    0.0000001    0.0000000    239.536   260.464    FS
    56 -0.31837033D+04    0.0000000    0.0000000    239.532   260.468    FS
    57 -0.31837033D+04    0.0000000    0.0000000    239.535   260.465    FS
    58 -0.31837033D+04    0.0000000    0.0000000    239.532   260.468    FS
    59 -0.31837033D+04    0.0000000    0.0000000    239.535   260.465    FS
    60 -0.31837033D+04    0.0000000    0.0000000    239.533   260.467    FS
    61 -0.31837033D+04    0.0000000    0.0000000    239.534   260.466    FS
    62 -0.31837033D+04    0.0000000    0.0000000    239.533   260.467    FS
    63 -0.31837033D+04    0.0000000    0.0000000    239.534   260.466    FS
    64 -0.31837033D+04    0.0000000    0.0000000    239.533   260.467    FS
    65 -0.31837033D+04    0.0000000    0.0000000    239.534   260.466    FS
    66 -0.31837033D+04    0.0000000    0.0000000    239.533   260.467    FS
    67 -0.31837033D+04    0.0000000    0.0000000    239.534   260.466    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


     4 -0.31952189D+04    0.9490030    0.0002969    140.787   359.213    EM
     5 -0.31950524D+04    0.1665139    0.0000521    140.820   359.180    EM
     6 -0.31950235D+04    0.0289222    0.0000091    140.863   359.137    EM
     7 -0.31950182D+04    0.0052205    0.0000016    140.911   359.089    EM
     8 -0.31950170D+04    0.0012028    0.0000004    140.962   359.038    EM
     9 -0.31950165D+04    0.0005269    0.0000002    141.014   358.986    EM
    10 -0.31950161D+04    0.0004152    0.0000001    141.067   358.933    EM
    11 -0.31950157D+04    0.0003987    0.0000001    141.120   358.880    EM
    12 -0.31950153D+04    0.0003984    0.0000001    141.173   358.827    EM
    13 -0.31950149D+04    0.0004008    0.0000001    141.226   358.774    EM
    14 -0.31950145D+04    0.0004038    0.0000001    141.280   358.720    EM
    15 -0.31950141D+04    0.0004070    0.0000001    141.333   358.667    EM
    16 -0.31950137D+04    0.0004102    0.0000001    141.387   358.613    EM
    17 -0.31950133D+04    0.0004136    0.0000001    141.441   358.559    EM
    18 -0.31950128D+04    0.0004170    0.0000001    141.495   358.505    EM
    19 -0.31950124D+04    0.0004205    0.0000001    141.549   358.451    EM
    20 -0.31950120D+04    0.0004241    0.0000001    141.603   358.397    EM
    21 -0.31950116D+04    0.0004279    0.0000001    141.658   358.342    EM
    22 -0.31950111D+04    0.0004317    0.0000001    141.713   358.287    EM
    23 -0.31950107D+04    0.0004356    0.0000001    141.767   358.233    EM
    24 -0.31950103D+04    0.0004396    0.0000001    141.822   358.178    EM
    25 -0.31950098D+04    0.0004437    0.0000001    141.878   358.122    EM
    26 -0.31950094D+04    0.0004480    0.0000001    141.933   358.067    EM
    27 -0.31950089D+04    0.0004523    0.0000001    141.989   358.011    EM
    28 -0.31950085D+04    0.0004568    0.0000001    142.045   357.955    EM
    29 -0.31950080D+04    0.0004614    0.0000001    142.101   357.899    EM
    30 -0.31950075D+04    0.0004660    0.0000001    142.157   357.843    EM
    31 -0.31950071D+04    0.0004709    0.0000001    142.213   357.787    EM
    32 -0.31950066D+04    0.0004758    0.0000001    142.270   357.730    EM
    33 -0.31950061D+04    0.0004809    0.0000002    142.327   357.673    EM
    34 -0.31950056D+04    0.0004861    0.0000002    142.384   357.616    EM
    35 -0.31950051D+04    0.0004914    0.0000002    142.441   357.559    EM
    36 -0.31950046D+04    0.0004969    0.0000002    142.499   357.501    EM
    37 -0.31950041D+04    0.0005025    0.0000002    142.557   357.443    EM
    38 -0.31950036D+04    0.0005083    0.0000002    142.615   357.385    EM
    39 -0.31950031D+04    0.0005142    0.0000002    142.673   357.327    EM
    40 -0.31950026D+04    0.0005203    0.0000002    142.732   357.268    EM
    41 -0.31949723D+04    0.0302834    0.0000095    144.792   355.208    FS
    42 -0.31949579D+04    0.0144449    0.0000045    144.950   355.050    EM
    43 -0.31949545D+04    0.0033479    0.0000010    145.112   354.888    EM
    44 -0.31949518D+04    0.0027236    0.0000009    145.274   354.726    EM
    45 -0.31949491D+04    0.0026663    0.0000008    145.435   354.565    EM
    46 -0.31949465D+04    0.0026547    0.0000008    145.596   354.404    EM
    47 -0.31949438D+04    0.0026498    0.0000008    145.755   354.245    EM
    48 -0.31949412D+04    0.0026482    0.0000008    145.913   354.087    EM
    49 -0.31949385D+04    0.0026498    0.0000008    146.071   353.929    EM
    50 -0.31949359D+04    0.0026543    0.0000008    146.227   353.773    EM
    51 -0.31949332D+04    0.0026618    0.0000008    146.382   353.618    EM
    52 -0.31949305D+04    0.0026720    0.0000008    146.537   353.463    EM
    53 -0.31949278D+04    0.0026850    0.0000008    146.690   353.310    EM
    54 -0.31949251D+04    0.0027005    0.0000008    146.842   353.158    EM
    55 -0.31949224D+04    0.0027185    0.0000009    146.994   353.006    EM
    56 -0.31949197D+04    0.0027388    0.0000009    147.144   352.856    EM
    57 -0.31949169D+04    0.0027614    0.0000009    147.294   352.706    EM
    58 -0.31949141D+04    0.0027861    0.0000009    147.443   352.557    EM
    59 -0.31949113D+04    0.0028129    0.0000009    147.591   352.409    EM
    60 -0.31949085D+04    0.0028415    0.0000009    147.738   352.262    EM
    61 -0.31949056D+04    0.0028719    0.0000009    147.884   352.116    EM
    62 -0.31949027D+04    0.0029039    0.0000009    148.029   351.971    EM
    63 -0.31948998D+04    0.0029374    0.0000009    148.173   351.827    EM
    64 -0.31948968D+04    0.0029722    0.0000009    148.317   351.683    EM
    65 -0.31946580D+04    0.2388133    0.0000747    159.522   340.478    QN
    66 -0.31946580D+04    0.0000000    0.0000000    159.522   340.478    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


     5 -0.31952441D+04    0.2093679    0.0000655    307.494   192.506    EM
     6 -0.31951997D+04    0.0443977    0.0000139    307.601   192.399    EM
     7 -0.31951898D+04    0.0099605    0.0000031    307.706   192.294    EM
     8 -0.31951872D+04    0.0025927    0.0000008    307.811   192.189    EM
     9 -0.31951862D+04    0.0009898    0.0000003    307.915   192.085    EM
    10 -0.31951856D+04    0.0006332    0.0000002    308.018   191.982    EM
    11 -0.31951850D+04    0.0005489    0.0000002    308.120   191.880    EM
    12 -0.31951845D+04    0.0005248    0.0000002    308.221   191.779    EM
    13 -0.31951840D+04    0.0005141    0.0000002    308.321   191.679    EM
    14 -0.31951835D+04    0.0005066    0.0000002    308.421   191.579    EM
    15 -0.31951830D+04    0.0004998    0.0000002    308.520   191.480    EM
    16 -0.31951825D+04    0.0004933    0.0000002    308.618   191.382    EM
    17 -0.31951820D+04    0.0004869    0.0000002    308.716   191.284    EM
    18 -0.31951815D+04    0.0004806    0.0000002    308.813   191.187    EM
    19 -0.31951810D+04    0.0004744    0.0000001    308.909   191.091    EM
    20 -0.31951806D+04    0.0004683    0.0000001    309.004   190.996    EM
    21 -0.31951801D+04    0.0004623    0.0000001    309.099   190.901    EM
    22 -0.31951796D+04    0.0004564    0.0000001    309.193   190.807    EM
    23 -0.31951792D+04    0.0004506    0.0000001    309.286   190.714    EM
    24 -0.31951788D+04    0.0004449    0.0000001    309.379   190.621    EM
    25 -0.31951783D+04    0.0004392    0.0000001    309.471   190.529    EM
    26 -0.31951779D+04    0.0004337    0.0000001    309.563   190.437    EM
    27 -0.31951775D+04    0.0004282    0.0000001    309.653   190.347    EM
    28 -0.31951770D+04    0.0004228    0.0000001    309.743   190.257    EM
    29 -0.31951766D+04    0.0004175    0.0000001    309.833   190.167    EM
    30 -0.31951762D+04    0.0004122    0.0000001    309.922   190.078    EM
    31 -0.31951758D+04    0.0004071    0.0000001    310.010   189.990    EM
    32 -0.31951754D+04    0.0004020    0.0000001    310.097   189.903    EM
    33 -0.31951750D+04    0.0003969    0.0000001    310.184   189.816    EM
    34 -0.31951746D+04    0.0003920    0.0000001    310.271   189.729    EM
    35 -0.31951742D+04    0.0003871    0.0000001    310.356   189.644    EM
    36 -0.31951738D+04    0.0003823    0.0000001    310.441   189.559    EM
    37 -0.31951735D+04    0.0003775    0.0000001    310.526   189.474    EM
    38 -0.31951731D+04    0.0003729    0.0000001    310.610   189.390    EM
    39 -0.31951727D+04    0.0003682    0.0000001    310.693   189.307    EM
    40 -0.31951723D+04    0.0003637    0.0000001    310.776   189.224    EM
    41 -0.31951540D+04    0.0183223    0.0000057    319.020   180.980    FS
    42 -0.31951506D+04    0.0033883    0.0000011    319.035   180.965    EM
    43 -0.31951504D+04    0.0002373    0.0000001    319.050   180.950    EM
    44 -0.31951503D+04    0.0001149    0.0000000    319.064   180.936    EM
    45 -0.31951502D+04    0.0000737    0.0000000    319.078   180.922    EM
    46 -0.31951502D+04    0.0000596    0.0000000    319.092   180.908    EM
    47 -0.31951501D+04    0.0000544    0.0000000    319.106   180.894    EM
    48 -0.31951500D+04    0.0000523    0.0000000    319.119   180.881    EM
    49 -0.31951500D+04    0.0000511    0.0000000    319.133   180.867    EM
    50 -0.31951499D+04    0.0000503    0.0000000    319.147   180.853    EM
    51 -0.31951499D+04    0.0000497    0.0000000    319.160   180.840    EM
    52 -0.31951498D+04    0.0000490    0.0000000    319.174   180.826    EM
    53 -0.31951498D+04    0.0000484    0.0000000    319.187   180.813    EM
    54 -0.31951498D+04    0.0000478    0.0000000    319.201   180.799    EM
    55 -0.31951497D+04    0.0000472    0.0000000    319.214   180.786    EM
    56 -0.31951497D+04    0.0000466    0.0000000    319.227   180.773    EM
    57 -0.31951496D+04    0.0000460    0.0000000    319.240   180.760    EM
    58 -0.31951496D+04    0.0000454    0.0000000    319.253   180.747    EM
    59 -0.31951495D+04    0.0000448    0.0000000    319.267   180.733    EM
    60 -0.31951495D+04    0.0000443    0.0000000    319.280   180.720    EM
    61 -0.31951494D+04    0.0000437    0.0000000    319.292   180.708    EM
    62 -0.31951494D+04    0.0000431    0.0000000    319.305   180.695    EM
    63 -0.31951493D+04    0.0000426    0.0000000    319.318   180.682    EM
    64 -0.31951493D+04    0.0000420    0.0000000    319.331   180.669    EM
    65 -0.31951493D+04    0.0000415    0.0000000    319.344   180.656    EM
    66 -0.31951492D+04    0.0000409    0.0000000    319.356   180.644    EM
    67 -0.31951464D+04    0.0028259    0.0000009    321.401   178.599    QN
    68 -0.31951464D+04    0.0000000    0.0000000    321.401   178.599    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 25


     4 -0.31952591D+04    0.0831941    0.0000260    291.014   208.986    EM
     5 -0.31952539D+04    0.0051697    0.0000016    291.140   208.860    EM
     6 -0.31952493D+04    0.0045904    0.0000014    291.263   208.737    EM
     7 -0.31952448D+04    0.0045462    0.0000014    291.384   208.616    EM
     8 -0.31952403D+04    0.0045066    0.0000014    291.503   208.497    EM
     9 -0.31952358D+04    0.0044676    0.0000014    291.620   208.380    EM
    10 -0.31952314D+04    0.0044295    0.0000014    291.734   208.266    EM
    11 -0.31952270D+04    0.0043920    0.0000014    291.847   208.153    EM
    12 -0.31952226D+04    0.0043553    0.0000014    291.957   208.043    EM
    13 -0.31952183D+04    0.0043192    0.0000014    292.064   207.936    EM
    14 -0.31952140D+04    0.0042838    0.0000013    292.170   207.830    EM
    15 -0.31952098D+04    0.0042489    0.0000013    292.273   207.727    EM
    16 -0.31952056D+04    0.0042145    0.0000013    292.374   207.626    EM
    17 -0.31952014D+04    0.0041806    0.0000013    292.472   207.528    EM
    18 -0.31951972D+04    0.0041471    0.0000013    292.568   207.432    EM
    19 -0.31951931D+04    0.0041139    0.0000013    292.662   207.338    EM
    20 -0.31951890D+04    0.0040810    0.0000013    292.754   207.246    EM
    21 -0.31951850D+04    0.0040483    0.0000013    292.843   207.157    EM
    22 -0.31951810D+04    0.0040156    0.0000013    292.930   207.070    EM
    23 -0.31951770D+04    0.0039828    0.0000012    293.015   206.985    EM
    24 -0.31951730D+04    0.0039499    0.0000012    293.097   206.903    EM
    25 -0.31951691D+04    0.0039168    0.0000012    293.177   206.823    EM
    26 -0.31951652D+04    0.0038832    0.0000012    293.256   206.744    EM
    27 -0.31951614D+04    0.0038491    0.0000012    293.332   206.668    EM
    28 -0.31951576D+04    0.0038143    0.0000012    293.405   206.595    EM
    29 -0.31951538D+04    0.0037787    0.0000012    293.477   206.523    EM
    30 -0.31951501D+04    0.0037421    0.0000012    293.547   206.453    EM
    31 -0.31951464D+04    0.0037044    0.0000012    293.614   206.386    EM
    32 -0.31951427D+04    0.0036654    0.0000011    293.680   206.320    EM
    33 -0.31951391D+04    0.0036250    0.0000011    293.743   206.257    EM
    34 -0.31951355D+04    0.0035831    0.0000011    293.805   206.195    EM
    35 -0.31951319D+04    0.0035394    0.0000011    293.865   206.135    EM
    36 -0.31951284D+04    0.0034939    0.0000011    293.923   206.077    EM
    37 -0.31951250D+04    0.0034465    0.0000011    293.980   206.020    EM
    38 -0.31951216D+04    0.0033971    0.0000011    294.034   205.966    EM
    39 -0.31951183D+04    0.0033457    0.0000010    294.087   205.913    EM
    40 -0.31951150D+04    0.0032922    0.0000010    294.139   205.861    EM
    41 -0.31951117D+04    0.0032367    0.0000010    294.189   205.811    EM
    42 -0.31951086D+04    0.0031792    0.0000010    294.238   205.762    EM
    43 -0.31951054D+04    0.0031197    0.0000010    294.285   205.715    EM
    44 -0.31951024D+04    0.0030585    0.0000010    294.331   205.669    EM
    45 -0.31950994D+04    0.0029958    0.0000009    294.376   205.624    EM
    46 -0.31950964D+04    0.0029317    0.0000009    294.420   205.580    EM
    47 -0.31950936D+04    0.0028665    0.0000009    294.462   205.538    EM
    48 -0.31950908D+04    0.0028006    0.0000009    294.504   205.496    EM
    49 -0.31950880D+04    0.0027343    0.0000009    294.545   205.455    EM
    50 -0.31950854D+04    0.0026681    0.0000008    294.585   205.415    EM
    51 -0.31950828D+04    0.0026022    0.0000008    294.624   205.376    EM
    52 -0.31950802D+04    0.0025373    0.0000008    294.663   205.337    EM
    53 -0.31950778D+04    0.0024737    0.0000008    294.701   205.299    EM
    54 -0.31950754D+04    0.0024118    0.0000008    294.738   205.262    EM
    55 -0.31950730D+04    0.0023522    0.0000007    294.775   205.225    EM
    56 -0.31950707D+04    0.0022953    0.0000007    294.812   205.188    EM
    57 -0.31948214D+04    0.2493438    0.0000780    296.000   204.000    QN
    58 -0.31948214D+04    0.0000000    0.0000000    296.000   204.000    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 39


     5 -0.31953554D+04    0.9032708    0.0002826    154.456   345.544    EM
     6 -0.31951478D+04    0.2076759    0.0000650    154.239   345.761    EM
     7 -0.31950979D+04    0.0498410    0.0000156    154.021   345.979    EM
     8 -0.31950825D+04    0.0154667    0.0000048    153.808   346.192    EM
     9 -0.31950743D+04    0.0081486    0.0000026    153.603   346.397    EM
    10 -0.31950678D+04    0.0065053    0.0000020    153.406   346.594    EM
    11 -0.31950618D+04    0.0060197    0.0000019    153.218   346.782    EM
    12 -0.31950560D+04    0.0057690    0.0000018    153.038   346.962    EM
    13 -0.31950504D+04    0.0055696    0.0000017    152.867   347.133    EM
    14 -0.31950451D+04    0.0053854    0.0000017    152.704   347.296    EM
    15 -0.31950398D+04    0.0052098    0.0000016    152.549   347.451    EM
    16 -0.31950348D+04    0.0050414    0.0000016    152.402   347.598    EM
    17 -0.31950299D+04    0.0048801    0.0000015    152.263   347.737    EM
    18 -0.31950252D+04    0.0047257    0.0000015    152.131   347.869    EM
    19 -0.31950206D+04    0.0045783    0.0000014    152.007   347.993    EM
    20 -0.31950162D+04    0.0044378    0.0000014    151.890   348.110    EM
    21 -0.31950119D+04    0.0043042    0.0000013    151.780   348.220    EM
    22 -0.31950077D+04    0.0041774    0.0000013    151.677   348.323    EM
    23 -0.31950036D+04    0.0040574    0.0000013    151.580   348.420    EM
    24 -0.31949997D+04    0.0039441    0.0000012    151.491   348.509    EM
    25 -0.31949959D+04    0.0038374    0.0000012    151.407   348.593    EM
    26 -0.31949921D+04    0.0037371    0.0000012    151.330   348.670    EM
    27 -0.31949885D+04    0.0036432    0.0000011    151.258   348.742    EM
    28 -0.31949849D+04    0.0035555    0.0000011    151.193   348.807    EM
    29 -0.31949815D+04    0.0034739    0.0000011    151.133   348.867    EM
    30 -0.31949781D+04    0.0033983    0.0000011    151.079   348.921    EM
    31 -0.31949747D+04    0.0033285    0.0000010    151.030   348.970    EM
    32 -0.31949715D+04    0.0032643    0.0000010    150.987   349.013    EM
    33 -0.31949683D+04    0.0032057    0.0000010    150.948   349.052    EM
    34 -0.31949651D+04    0.0031524    0.0000010    150.915   349.085    EM
    35 -0.31949620D+04    0.0031044    0.0000010    150.886   349.114    EM
    36 -0.31949589D+04    0.0030614    0.0000010    150.862   349.138    EM
    37 -0.31949559D+04    0.0030233    0.0000009    150.842   349.158    EM
    38 -0.31949529D+04    0.0029899    0.0000009    150.827   349.173    EM
    39 -0.31949500D+04    0.0029612    0.0000009    150.816   349.184    EM
    40 -0.31949470D+04    0.0029369    0.0000009    150.810   349.190    EM
    41 -0.31949441D+04    0.0029169    0.0000009    150.807   349.193    EM
    42 -0.31949412D+04    0.0029010    0.0000009    150.808   349.192    EM
    43 -0.31949383D+04    0.0028891    0.0000009    150.813   349.187    EM
    44 -0.31949354D+04    0.0028810    0.0000009    150.822   349.178    EM
    45 -0.31949326D+04    0.0028766    0.0000009    150.834   349.166    EM
    46 -0.31949297D+04    0.0028757    0.0000009    150.850   349.150    EM
    47 -0.31949268D+04    0.0028782    0.0000009    150.869   349.131    EM
    48 -0.31949239D+04    0.0028839    0.0000009    150.892   349.108    EM
    49 -0.31949210D+04    0.0028926    0.0000009    150.917   349.083    EM
    50 -0.31949181D+04    0.0029043    0.0000009    150.946   349.054    EM
    51 -0.31949152D+04    0.0029188    0.0000009    150.977   349.023    EM
    52 -0.31949123D+04    0.0029359    0.0000009    151.012   348.988    EM
    53 -0.31949093D+04    0.0029554    0.0000009    151.049   348.951    EM
    54 -0.31949063D+04    0.0029772    0.0000009    151.088   348.912    EM
    55 -0.31949033D+04    0.0030012    0.0000009    151.131   348.869    EM
    56 -0.31949003D+04    0.0030271    0.0000009    151.175   348.825    EM
    57 -0.31948973D+04    0.0030548    0.0000010    151.223   348.777    EM
    58 -0.31948942D+04    0.0030841    0.0000010    151.272   348.728    EM
    59 -0.31948911D+04    0.0031149    0.0000010    151.323   348.677    EM
    60 -0.31948879D+04    0.0031469    0.0000010    151.377   348.623    EM
    61 -0.31948847D+04    0.0031800    0.0000010    151.433   348.567    EM
    62 -0.31946580D+04    0.2267491    0.0000710    159.523   340.477    QN
    63 -0.31946580D+04    0.0000000    0.0000000    159.523   340.477    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 26


     4 -0.31953884D+04    0.8343860    0.0002611    347.493   152.507    EM
     5 -0.31951965D+04    0.1918270    0.0000600    347.767   152.233    EM
     6 -0.31951454D+04    0.0511280    0.0000160    348.025   151.975    EM
     7 -0.31951285D+04    0.0168928    0.0000053    348.272   151.728    EM
     8 -0.31951204D+04    0.0081634    0.0000026    348.509   151.491    EM
     9 -0.31951145D+04    0.0058253    0.0000018    348.738   151.262    EM
    10 -0.31951094D+04    0.0051141    0.0000016    348.959   151.041    EM
    11 -0.31951046D+04    0.0048197    0.0000015    349.173   150.827    EM
    12 -0.31951000D+04    0.0046333    0.0000015    349.379   150.621    EM
    13 -0.31950955D+04    0.0044769    0.0000014    349.578   150.422    EM
    14 -0.31950912D+04    0.0043306    0.0000014    349.770   150.230    EM
    15 -0.31950870D+04    0.0041897    0.0000013    349.956   150.044    EM
    16 -0.31950829D+04    0.0040530    0.0000013    350.134   149.866    EM
    17 -0.31950790D+04    0.0039201    0.0000012    350.306   149.694    EM
    18 -0.31950752D+04    0.0037910    0.0000012    350.471   149.529    EM
    19 -0.31950715D+04    0.0036657    0.0000011    350.630   149.370    EM
    20 -0.31950680D+04    0.0035442    0.0000011    350.783   149.217    EM
    21 -0.31950646D+04    0.0034265    0.0000011    350.930   149.070    EM
    22 -0.31950612D+04    0.0033126    0.0000010    351.071   148.929    EM
    23 -0.31950580D+04    0.0032025    0.0000010    351.206   148.794    EM
    24 -0.31950550D+04    0.0030961    0.0000010    351.335   148.665    EM
    25 -0.31950520D+04    0.0029934    0.0000009    351.458   148.542    EM
    26 -0.31950491D+04    0.0028944    0.0000009    351.577   148.423    EM
    27 -0.31950463D+04    0.0027991    0.0000009    351.689   148.311    EM
    28 -0.31950436D+04    0.0027073    0.0000008    351.797   148.203    EM
    29 -0.31950409D+04    0.0026191    0.0000008    351.900   148.100    EM
    30 -0.31950384D+04    0.0025344    0.0000008    351.997   148.003    EM
    31 -0.31950360D+04    0.0024532    0.0000008    352.090   147.910    EM
    32 -0.31950336D+04    0.0023753    0.0000007    352.178   147.822    EM
    33 -0.31950313D+04    0.0023008    0.0000007    352.261   147.739    EM
    34 -0.31950290D+04    0.0022296    0.0000007    352.339   147.661    EM
    35 -0.31950269D+04    0.0021615    0.0000007    352.414   147.586    EM
    36 -0.31950248D+04    0.0020966    0.0000007    352.484   147.516    EM
    37 -0.31950228D+04    0.0020348    0.0000006    352.549   147.451    EM
    38 -0.31950208D+04    0.0019760    0.0000006    352.611   147.389    EM
    39 -0.31950189D+04    0.0019202    0.0000006    352.669   147.331    EM
    40 -0.31950170D+04    0.0018672    0.0000006    352.722   147.278    EM
    41 -0.31950152D+04    0.0018170    0.0000006    352.772   147.228    EM
    42 -0.31950134D+04    0.0017696    0.0000006    352.818   147.182    EM
    43 -0.31950117D+04    0.0017248    0.0000005    352.861   147.139    EM
    44 -0.31950100D+04    0.0016826    0.0000005    352.900   147.100    EM
    45 -0.31950084D+04    0.0016429    0.0000005    352.935   147.065    EM
    46 -0.31950067D+04    0.0016057    0.0000005    352.968   147.032    EM
    47 -0.31950052D+04    0.0015708    0.0000005    352.996   147.004    EM
    48 -0.31950036D+04    0.0015383    0.0000005    353.022   146.978    EM
    49 -0.31950021D+04    0.0015081    0.0000005    353.044   146.956    EM
    50 -0.31950006D+04    0.0014800    0.0000005    353.064   146.936    EM
    51 -0.31949992D+04    0.0014541    0.0000005    353.080   146.920    EM
    52 -0.31949978D+04    0.0014302    0.0000004    353.093   146.907    EM
    53 -0.31949964D+04    0.0014083    0.0000004    353.104   146.896    EM
    54 -0.31949950D+04    0.0013884    0.0000004    353.112   146.888    EM
    55 -0.31949936D+04    0.0013704    0.0000004    353.116   146.884    EM
    56 -0.31949922D+04    0.0013543    0.0000004    353.119   146.881    EM
    57 -0.31949909D+04    0.0013399    0.0000004    353.118   146.882    EM
    58 -0.31949896D+04    0.0013273    0.0000004    353.116   146.884    EM
    59 -0.31949883D+04    0.0013164    0.0000004    353.110   146.890    EM
    60 -0.31949870D+04    0.0013072    0.0000004    353.102   146.898    EM
    61 -0.31946580D+04    0.3289719    0.0001030    340.477   159.523    QN
    62 -0.31946580D+04    0.0000000    0.0000000    340.477   159.523    EM


     Beginning Time:  14:42:21
        Ending Time:  14:42:22
       Elapsed Time:  00:00:01



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