Mplus VERSION 7
MUTHEN & MUTHEN
09/22/2012  10:58 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


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             1.224
 Y2             0.000         1.606
 Y3             0.000         0.000         2.179
 Y4             0.000         0.000         0.000         3.021
 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         0.492


     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             1.224
 Y2             0.000         1.606
 Y3             0.000         0.000         2.179
 Y4             0.000         0.000         0.000         3.021
 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         0.492


     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 -0.35993903D+04    0.0000000    0.0000000    250.000   250.000    EM
     2 -0.31963521D+04  403.0381877    0.1119740    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 -0.99517724D+04    0.0000000    0.0000000    269.471   230.529    EM
     2 -0.31987869D+04 6752.9854616    0.6785711    211.335   288.665    EM
     3 -0.31967739D+04    2.0129797    0.0006293    210.848   289.152    EM
     4 -0.31964075D+04    0.3663999    0.0001146    210.309   289.691    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16443228D+05    0.0000000    0.0000000      8.482   491.518    EM
     2 -0.31981236D+04 ************    0.8055051      6.784   493.216    EM
     3 -0.31969313D+04    1.1923064    0.0003728      6.336   493.664    EM
     4 -0.31965458D+04    0.3855108    0.0001206      6.078   493.922    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.79523628D+04    0.0000000    0.0000000      0.027   499.973    EM
     2 -0.32141282D+04 4738.2345846    0.5958273     21.803   478.197    EM
     3 -0.31984193D+04   15.7088866    0.0048874     23.182   476.818    EM
     4 -0.31974223D+04    0.9970549    0.0003117     22.827   477.173    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.77074625D+04    0.0000000    0.0000000    498.845     1.155    EM
     2 -0.32104269D+04 4497.0356405    0.5834651    486.777    13.223    EM
     3 -0.31985074D+04   11.9194362    0.0037127    485.547    14.453    EM
     4 -0.31972063D+04    1.3010780    0.0004068    486.236    13.764    EM
     5 -0.31967429D+04    0.4634398    0.0001450    486.713    13.287    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.81076694D+04    0.0000000    0.0000000    409.521    90.479    EM
     2 -0.32061153D+04 4901.5541514    0.6045577    277.104   222.896    EM
     3 -0.31976534D+04    8.4618781    0.0026393    275.899   224.101    EM
     4 -0.31972309D+04    0.4225481    0.0001321    274.645   225.355    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.59816385D+04    0.0000000    0.0000000     67.923   432.077    EM
     2 -0.32064615D+04 2775.1769801    0.4639493     66.175   433.825    EM
     3 -0.31993348D+04    7.1266595    0.0022226     65.222   434.778    EM
     4 -0.31974155D+04    1.9193570    0.0005999     64.595   435.405    EM
     5 -0.31966036D+04    0.8118942    0.0002539     64.159   435.841    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.93083397D+04    0.0000000    0.0000000    177.578   322.422    EM
     2 -0.32159939D+04 6092.3457478    0.6545040    178.708   321.292    EM
     3 -0.32038463D+04   12.1476712    0.0037773    179.300   320.700    EM
     4 -0.32002894D+04    3.5569062    0.0011102    179.305   320.695    EM
     5 -0.31986328D+04    1.6565423    0.0005176    179.145   320.855    EM
     6 -0.31976934D+04    0.9394294    0.0002937    178.925   321.075    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.61825577D+04    0.0000000    0.0000000    375.886   124.114    EM
     2 -0.32087711D+04 2973.7865709    0.4809962    373.768   126.232    EM
     3 -0.31996232D+04    9.1479358    0.0028509    372.436   127.564    EM
     4 -0.31971584D+04    2.4647515    0.0007703    371.661   128.339    EM
     5 -0.31962293D+04    0.9290520    0.0002906    371.082   128.918    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11052620D+05    0.0000000    0.0000000    162.927   337.073    EM
     2 -0.32177984D+04 7834.8211933    0.7088655    165.215   334.785    EM
     3 -0.32052533D+04   12.5450589    0.0038986    166.932   333.068    EM
     4 -0.32015603D+04    3.6929567    0.0011522    167.604   332.396    EM
     5 -0.31998637D+04    1.6966633    0.0005299    167.922   332.078    EM
     6 -0.31989196D+04    0.9440759    0.0002950    168.059   331.941    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.54870992D+04    0.0000000    0.0000000    237.110   262.890    EM
     2 -0.32001130D+04 2286.9862000    0.4167933    241.308   258.692    EM
     3 -0.31975051D+04    2.6078751    0.0008149    240.603   259.397    EM
     4 -0.31966133D+04    0.8918056    0.0002789    240.179   259.821    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.57648778D+04    0.0000000    0.0000000    455.278    44.722    EM
     2 -0.32016867D+04 2563.1910777    0.4446219    464.370    35.630    EM
     3 -0.31965541D+04    5.1326396    0.0016031    464.289    35.711    EM
     4 -0.31965294D+04    0.0246662    0.0000077    464.363    35.637    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.52081318D+04    0.0000000    0.0000000    218.327   281.673    EM
     2 -0.31969519D+04 2011.1799257    0.3861615    211.829   288.171    EM
     3 -0.31930945D+04    3.8574481    0.0012066    212.804   287.196    EM
     4 -0.31921082D+04    0.9862746    0.0003089    213.870   286.130    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.86182205D+04    0.0000000    0.0000000    118.986   381.014    EM
     2 -0.32012868D+04 5416.9337390    0.6285443    119.548   380.452    EM
     3 -0.31992822D+04    2.0045828    0.0006262    119.852   380.148    EM
     4 -0.31983211D+04    0.9610468    0.0003004    119.964   380.036    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.10228381D+05    0.0000000    0.0000000    166.954   333.046    EM
     2 -0.31985527D+04 7029.8285897    0.6872865    186.861   313.139    EM
     3 -0.31966054D+04    1.9472558    0.0006088    185.522   314.478    EM
     4 -0.31959615D+04    0.6439226    0.0002014    184.494   315.506    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.71574429D+04    0.0000000    0.0000000    307.363   192.637    EM
     2 -0.32029049D+04 3954.5380700    0.5525071    307.216   192.784    EM
     3 -0.31965047D+04    6.4002026    0.0019982    307.257   192.743    EM
     4 -0.31954543D+04    1.0503585    0.0003286    307.352   192.648    EM
     5 -0.31952445D+04    0.2098136    0.0000657    307.458   192.542    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.72765820D+04    0.0000000    0.0000000     31.376   468.624    EM
     2 -0.32001011D+04 4076.4808469    0.5602192     29.921   470.079    EM
     3 -0.31978796D+04    2.2215356    0.0006942     29.222   470.778    EM
     4 -0.31971043D+04    0.7752467    0.0002424     28.790   471.210    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14397513D+05    0.0000000    0.0000000    127.539   372.461    EM
     2 -0.32109916D+04 ************    0.7769760    128.419   371.581    EM
     3 -0.32017796D+04    9.2120192    0.0028689    128.721   371.279    EM
     4 -0.31990776D+04    2.7019860    0.0008439    128.429   371.571    EM
     5 -0.31977571D+04    1.3205284    0.0004128    128.002   371.998    EM
     6 -0.31969759D+04    0.7811292    0.0002443    127.558   372.442    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11340980D+05    0.0000000    0.0000000    140.980   359.020    EM
     2 -0.32021010D+04 8138.8793001    0.7176522    140.821   359.179    EM
     3 -0.31961686D+04    5.9324594    0.0018527    140.777   359.223    EM
     4 -0.31952191D+04    0.9494894    0.0002971    140.787   359.213    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13571104D+05    0.0000000    0.0000000    317.170   182.830    EM
     2 -0.32137284D+04 ************    0.7631933    316.311   183.689    EM
     3 -0.32034959D+04   10.2325362    0.0031840    315.421   184.579    EM
     4 -0.32004696D+04    3.0262690    0.0009447    314.912   185.088    EM
     5 -0.31989716D+04    1.4980278    0.0004681    314.575   185.425    EM
     6 -0.31980620D+04    0.9096137    0.0002843    314.356   185.644    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.10784706D+05    0.0000000    0.0000000    299.058   200.942    EM
     2 -0.32021498D+04 7582.5564258    0.7030842    290.439   209.561    EM
     3 -0.31984875D+04    3.6622954    0.0011437    289.622   210.378    EM
     4 -0.31971315D+04    1.3559683    0.0004239    289.069   210.931    EM
     5 -0.31965552D+04    0.5762805    0.0001802    288.709   211.291    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 21


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11654686D+05    0.0000000    0.0000000     34.692   465.308    EM
     2 -0.31999781D+04 8454.7079554    0.7254342     33.355   466.645    EM
     3 -0.31963716D+04    3.6065494    0.0011271     32.963   467.037    EM
     4 -0.31956860D+04    0.6855617    0.0002145     32.862   467.138    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 22


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.48976421D+04    0.0000000    0.0000000    191.685   308.315    EM
     2 -0.32009603D+04 1696.6817980    0.3464283    191.308   308.692    EM
     3 -0.31969256D+04    4.0346449    0.0012604    191.006   308.994    EM
     4 -0.31952505D+04    1.6751346    0.0005240    190.833   309.167    EM
     5 -0.31942843D+04    0.9661404    0.0003024    190.843   309.157    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 23


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.78534795D+04    0.0000000    0.0000000    331.078   168.922    EM
     2 -0.31987717D+04 4654.7078439    0.5926937    328.817   171.183    EM
     3 -0.31968508D+04    1.9209049    0.0006005    327.107   172.893    EM
     4 -0.31959881D+04    0.8626602    0.0002698    325.864   174.136    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 24


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.69499010D+04    0.0000000    0.0000000    325.607   174.393    EM
     2 -0.31995546D+04 3750.3464057    0.5396259    327.297   172.703    EM
     3 -0.31971619D+04    2.3926919    0.0007478    327.043   172.957    EM
     4 -0.31962291D+04    0.9328208    0.0002918    326.909   173.091    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 25


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.10038930D+05    0.0000000    0.0000000    193.085   306.915    EM
     2 -0.32152368D+04 6823.6936730    0.6797232    290.782   209.218    EM
     3 -0.31953424D+04   19.8944337    0.0061875    290.885   209.115    EM
     4 -0.31952592D+04    0.0832332    0.0000260    291.013   208.987    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 26


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12227241D+05    0.0000000    0.0000000    346.577   153.423    EM
     2 -0.32011542D+04 9026.0866204    0.7381949    346.864   153.136    EM
     3 -0.31962219D+04    4.9322765    0.0015408    347.201   152.799    EM
     4 -0.31953880D+04    0.8339811    0.0002609    347.501   152.499    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 27


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.90022797D+04    0.0000000    0.0000000    231.282   268.718    EM
     2 -0.32128715D+04 5789.4082115    0.6431047    168.804   331.196    EM
     3 -0.32015849D+04   11.2865900    0.0035129    170.803   329.197    EM
     4 -0.31994159D+04    2.1690618    0.0006775    171.513   328.487    EM
     5 -0.31982551D+04    1.1607911    0.0003628    171.909   328.091    EM
     6 -0.31975202D+04    0.7348657    0.0002298    172.111   327.889    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 28


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.67038806D+04    0.0000000    0.0000000    214.415   285.585    EM
     2 -0.31979833D+04 3505.8972850    0.5229654    227.397   272.603    EM
     3 -0.31973284D+04    0.6549111    0.0002048    228.671   271.329    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 29


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.81410839D+04    0.0000000    0.0000000    365.318   134.682    EM
     2 -0.32815711D+04 4859.5128207    0.5969123    249.709   250.291    EM
     3 -0.31974086D+04   84.1624652    0.0256470    254.667   245.333    EM
     4 -0.31960955D+04    1.3130720    0.0004107    254.568   245.432    EM
     5 -0.31959447D+04    0.1507875    0.0000472    254.386   245.614    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 30


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12235992D+05    0.0000000    0.0000000    315.428   184.572    EM
     2 -0.32044772D+04 9031.5145247    0.7381105    315.412   184.588    EM
     3 -0.31983556D+04    6.1215536    0.0019103    315.508   184.492    EM
     4 -0.31967090D+04    1.6466049    0.0005148    315.793   184.207    EM
     5 -0.31961673D+04    0.5416952    0.0001695    316.202   183.798    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 31


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.85569653D+04    0.0000000    0.0000000    153.581   346.419    EM
     2 -0.32680963D+04 5288.8690682    0.6180777     88.829   411.171    EM
     3 -0.32002273D+04   67.8689889    0.0207671    107.597   392.403    EM
     4 -0.31971678D+04    3.0594425    0.0009560    111.505   388.495    EM
     5 -0.31962581D+04    0.9097059    0.0002845    114.860   385.140    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 32


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13599369D+05    0.0000000    0.0000000    181.883   318.117    EM
     2 -0.31967549D+04 ************    0.7649336    182.207   317.793    EM
     3 -0.31967354D+04    0.0194669    0.0000061    182.517   317.483    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 33


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.63443249D+04    0.0000000    0.0000000    220.998   279.002    EM
     2 -0.32074513D+04 3136.8736212    0.4944377    206.631   293.369    EM
     3 -0.32018560D+04    5.5953163    0.0017445    207.987   292.013    EM
     4 -0.31999385D+04    1.9174751    0.0005989    208.683   291.317    EM
     5 -0.31988700D+04    1.0684410    0.0003339    209.065   290.935    EM
     6 -0.31981961D+04    0.6739883    0.0002107    209.241   290.759    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 34


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11144772D+05    0.0000000    0.0000000    213.172   286.828    EM
     2 -0.31954896D+04 7949.2823337    0.7132746    226.630   273.370    EM
     3 -0.31941639D+04    1.3256749    0.0004149    227.920   272.080    EM
     4 -0.31938325D+04    0.3314575    0.0001038    229.075   270.925    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 35


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.98499863D+04    0.0000000    0.0000000    239.938   260.062    EM
     2 -0.31981924D+04 6651.7939089    0.6753100    250.470   249.530    EM
     3 -0.31968858D+04    1.3065745    0.0004085    249.670   250.330    EM
     4 -0.31963142D+04    0.5716255    0.0001788    248.956   251.044    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 36


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14564728D+05    0.0000000    0.0000000    176.459   323.541    EM
     2 -0.31968443D+04 ************    0.7805078    171.767   328.233    EM
     3 -0.31962858D+04    0.5585402    0.0001747    171.858   328.142    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 37


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.59648039D+04    0.0000000    0.0000000    167.670   332.330    EM
     2 -0.32240975D+04 2740.7063937    0.4594797    232.374   267.626    EM
     3 -0.31969325D+04   27.1650179    0.0084256    232.005   267.995    EM
     4 -0.31957843D+04    1.1481277    0.0003591    231.865   268.135    EM
     5 -0.31956543D+04    0.1300637    0.0000407    231.679   268.321    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 38


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.83242226D+04    0.0000000    0.0000000    455.585    44.415    EM
     2 -0.32067759D+04 5117.4467452    0.6147657    456.708    43.292    EM
     3 -0.32002644D+04    6.5114698    0.0020305    456.702    43.298    EM
     4 -0.31983069D+04    1.9574910    0.0006117    456.677    43.323    EM
     5 -0.31973995D+04    0.9073948    0.0002837    456.558    43.442    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 39


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.74299392D+04    0.0000000    0.0000000    190.007   309.993    EM
     2 -0.32493376D+04 4180.6016181    0.5626697    154.679   345.321    EM
     3 -0.32004515D+04   48.8860596    0.0150449    154.779   345.221    EM
     4 -0.31962620D+04    4.1895168    0.0013090    154.658   345.342    EM
     5 -0.31953567D+04    0.9052815    0.0002832    154.457   345.543    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 40


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.10558964D+05    0.0000000    0.0000000    316.136   183.864    EM
     2 -0.32114412D+04 7347.5224191    0.6958564    411.163    88.837    EM
     3 -0.31968039D+04   14.6373621    0.0045579    411.295    88.705    EM
     4 -0.31957247D+04    1.0791985    0.0003376    411.309    88.691    EM
     5 -0.31955707D+04    0.1539890    0.0000482    411.242    88.758    EM


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


     4 -0.31921082D+04    0.9862746    0.0003089    213.870   286.130    EM
     5 -0.31913396D+04    0.7686132    0.0002408    215.051   284.949    EM
     6 -0.31906446D+04    0.6949214    0.0002178    216.354   283.646    EM
     7 -0.31899706D+04    0.6740922    0.0002113    217.776   282.224    EM
     8 -0.31892995D+04    0.6710553    0.0002104    219.301   280.699    EM
     9 -0.31886313D+04    0.6681902    0.0002095    220.902   279.098    EM
    10 -0.31879761D+04    0.6552478    0.0002055    222.544   277.456    EM
    11 -0.31873493D+04    0.6267950    0.0001966    224.189   275.811    EM
    12 -0.31867674D+04    0.5818247    0.0001825    225.798   274.202    EM
    13 -0.31862441D+04    0.5233784    0.0001642    227.335   272.665    EM
    14 -0.31857869D+04    0.4571866    0.0001435    228.775   271.225    EM
    15 -0.31853972D+04    0.3896326    0.0001223    230.102   269.898    EM
    16 -0.31850714D+04    0.3258831    0.0001023    231.306   268.694    EM
    17 -0.31848023D+04    0.2690205    0.0000845    232.387   267.613    EM
    18 -0.31845822D+04    0.2201480    0.0000691    233.348   266.652    EM
    19 -0.31844031D+04    0.1790657    0.0000562    234.196   265.804    EM
    20 -0.31842582D+04    0.1449364    0.0000455    234.939   265.061    EM
    21 -0.31841414D+04    0.1167647    0.0000367    235.588   264.412    EM
    22 -0.31840478D+04    0.0936129    0.0000294    236.151   263.849    EM
    23 -0.31839731D+04    0.0746717    0.0000235    236.639   263.361    EM
    24 -0.31839139D+04    0.0592588    0.0000186    237.059   262.941    EM
    25 -0.31838671D+04    0.0467920    0.0000147    237.421   262.579    EM
    26 -0.31838303D+04    0.0367711    0.0000115    237.732   262.268    EM
    27 -0.31838015D+04    0.0287729    0.0000090    237.999   262.001    EM
    28 -0.31837791D+04    0.0224275    0.0000070    238.227   261.773    EM
    29 -0.31837617D+04    0.0174222    0.0000055    238.422   261.578    EM
    30 -0.31837482D+04    0.0134933    0.0000042    238.589   261.411    EM
    31 -0.31837378D+04    0.0104245    0.0000033    238.731   261.269    EM
    32 -0.31837297D+04    0.0080355    0.0000025    238.853   261.147    EM
    33 -0.31837236D+04    0.0061828    0.0000019    238.956   261.044    EM
    34 -0.31837188D+04    0.0047499    0.0000015    239.045   260.955    EM
    35 -0.31837152D+04    0.0036441    0.0000011    239.120   260.880    EM
    36 -0.31837043D+04    0.0108725    0.0000034    239.390   260.610    FS
    37 -0.31837034D+04    0.0008524    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 -0.31938325D+04    0.3314575    0.0001038    229.075   270.925    EM
     5 -0.31934659D+04    0.3665996    0.0001148    230.115   269.885    EM
     6 -0.31930561D+04    0.4097503    0.0001283    231.050   268.950    EM
     7 -0.31925950D+04    0.4611514    0.0001444    231.893   268.107    EM
     8 -0.31920747D+04    0.5202426    0.0001630    232.659   267.341    EM
     9 -0.31914897D+04    0.5850804    0.0001833    233.365   266.635    EM
    10 -0.31908381D+04    0.6516038    0.0002042    234.029   265.971    EM
    11 -0.31901248D+04    0.7132367    0.0002235    234.666   265.334    EM
    12 -0.31893638D+04    0.7610380    0.0002386    235.285   264.715    EM
    13 -0.31885786D+04    0.7851625    0.0002462    235.887   264.113    EM
    14 -0.31878012D+04    0.7774614    0.0002438    236.469   263.531    EM
    15 -0.31870664D+04    0.7347880    0.0002305    237.019   262.981    EM
    16 -0.31864052D+04    0.6612217    0.0002075    237.525   262.475    EM
    17 -0.31858377D+04    0.5674752    0.0001781    237.976   262.024    EM
    18 -0.31853703D+04    0.4673393    0.0001467    238.365   261.635    EM
    19 -0.31849974D+04    0.3728951    0.0001171    238.693   261.307    EM
    20 -0.31847059D+04    0.2915277    0.0000915    238.962   261.038    EM
    21 -0.31844803D+04    0.2256125    0.0000708    239.178   260.822    EM
    22 -0.31843062D+04    0.1741436    0.0000547    239.348   260.652    EM
    23 -0.31841715D+04    0.1346250    0.0000423    239.478   260.522    EM
    24 -0.31840671D+04    0.1043837    0.0000328    239.577   260.423    EM
    25 -0.31839860D+04    0.0811516    0.0000255    239.649   260.351    EM
    26 -0.31839228D+04    0.0631937    0.0000198    239.701   260.299    EM
    27 -0.31838736D+04    0.0492356    0.0000155    239.736   260.264    EM
    28 -0.31838352D+04    0.0383465    0.0000120    239.759   260.241    EM
    29 -0.31838054D+04    0.0298351    0.0000094    239.772   260.228    EM
    30 -0.31837822D+04    0.0231824    0.0000073    239.777   260.223    EM
    31 -0.31837642D+04    0.0179868    0.0000056    239.777   260.223    EM
    32 -0.31837503D+04    0.0139340    0.0000044    239.772   260.228    EM
    33 -0.31837395D+04    0.0107793    0.0000034    239.765   260.235    EM
    34 -0.31837312D+04    0.0083280    0.0000026    239.756   260.244    EM
    35 -0.31837248D+04    0.0064266    0.0000020    239.745   260.255    EM
    36 -0.31837050D+04    0.0197075    0.0000062    239.546   260.454    FS
    37 -0.31837036D+04    0.0014923    0.0000005    239.607   260.393    FS
    38 -0.31837034D+04    0.0001686    0.0000001    239.500   260.500    FS
    39 -0.31837033D+04    0.0000348    0.0000000    239.575   260.425    FS
    40 -0.31837033D+04    0.0000141    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    239.512   260.488    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 -0.31942843D+04    0.9661404    0.0003024    190.843   309.157    EM
     6 -0.31936189D+04    0.6654739    0.0002083    191.062   308.938    EM
     7 -0.31931005D+04    0.5183816    0.0001623    191.511   308.489    EM
     8 -0.31926573D+04    0.4431688    0.0001388    192.202   307.798    EM
     9 -0.31922497D+04    0.4076141    0.0001277    193.146   306.854    EM
    10 -0.31918525D+04    0.3971640    0.0001244    194.347   305.653    EM
    11 -0.31914482D+04    0.4043633    0.0001267    195.808   304.192    EM
    12 -0.31910235D+04    0.4246936    0.0001331    197.523   302.477    EM
    13 -0.31905690D+04    0.4545168    0.0001424    199.481   300.519    EM
    14 -0.31900790D+04    0.4899767    0.0001536    201.663   298.337    EM
    15 -0.31895526D+04    0.5263990    0.0001650    204.037   295.963    EM
    16 -0.31889944D+04    0.5582360    0.0001750    206.562   293.438    EM
    17 -0.31884147D+04    0.5796602    0.0001818    209.187   290.813    EM
    18 -0.31878290D+04    0.5856513    0.0001837    211.853   288.147    EM
    19 -0.31872558D+04    0.5732744    0.0001798    214.500   285.500    EM
    20 -0.31867132D+04    0.5426039    0.0001702    217.074   282.926    EM
    21 -0.31862164D+04    0.4968038    0.0001559    219.525   280.475    EM
    22 -0.31857752D+04    0.4411974    0.0001385    221.819   278.181    EM
    23 -0.31853935D+04    0.3817017    0.0001198    223.934   276.066    EM
    24 -0.31850701D+04    0.3233607    0.0001015    225.857   274.143    EM
    25 -0.31848005D+04    0.2695651    0.0000846    227.588   272.412    EM
    26 -0.31845785D+04    0.2219981    0.0000697    229.133   270.867    EM
    27 -0.31843974D+04    0.1810940    0.0000569    230.500   269.500    EM
    28 -0.31842509D+04    0.1465525    0.0000460    231.704   268.296    EM
    29 -0.31841331D+04    0.1177519    0.0000370    232.759   267.241    EM
    30 -0.31840392D+04    0.0939776    0.0000295    233.680   266.320    EM
    31 -0.31839646D+04    0.0745267    0.0000234    234.480   265.520    EM
    32 -0.31839059D+04    0.0587512    0.0000185    235.175   264.825    EM
    33 -0.31838598D+04    0.0460611    0.0000145    235.776   264.224    EM
    34 -0.31838239D+04    0.0359356    0.0000113    236.296   263.704    EM
    35 -0.31837960D+04    0.0279150    0.0000088    236.745   263.255    EM
    36 -0.31837116D+04    0.0843447    0.0000265    238.682   261.318    FS
    37 -0.31837044D+04    0.0072564    0.0000023    239.330   260.670    FS
    38 -0.31837036D+04    0.0008030    0.0000003    239.367   260.633    FS
    39 -0.31837034D+04    0.0001405    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    0.0000151    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 -0.31952191D+04    0.9494894    0.0002971    140.787   359.213    EM
     5 -0.31950524D+04    0.1666573    0.0000522    140.819   359.181    EM
     6 -0.31950235D+04    0.0289558    0.0000091    140.863   359.137    EM
     7 -0.31950182D+04    0.0052275    0.0000016    140.911   359.089    EM
     8 -0.31950170D+04    0.0012041    0.0000004    140.962   359.038    EM
     9 -0.31950165D+04    0.0005271    0.0000002    141.014   358.986    EM
    10 -0.31950161D+04    0.0004152    0.0000001    141.066   358.934    EM
    11 -0.31950157D+04    0.0003986    0.0000001    141.119   358.881    EM
    12 -0.31950153D+04    0.0003983    0.0000001    141.172   358.828    EM
    13 -0.31950149D+04    0.0004007    0.0000001    141.225   358.775    EM
    14 -0.31950145D+04    0.0004037    0.0000001    141.279   358.721    EM
    15 -0.31950141D+04    0.0004069    0.0000001    141.332   358.668    EM
    16 -0.31950137D+04    0.0004101    0.0000001    141.386   358.614    EM
    17 -0.31950133D+04    0.0004134    0.0000001    141.440   358.560    EM
    18 -0.31950129D+04    0.0004169    0.0000001    141.494   358.506    EM
    19 -0.31950124D+04    0.0004204    0.0000001    141.548   358.452    EM
    20 -0.31950120D+04    0.0004240    0.0000001    141.602   358.398    EM
    21 -0.31950116D+04    0.0004277    0.0000001    141.657   358.343    EM
    22 -0.31950111D+04    0.0004315    0.0000001    141.711   358.289    EM
    23 -0.31950107D+04    0.0004354    0.0000001    141.766   358.234    EM
    24 -0.31950103D+04    0.0004395    0.0000001    141.821   358.179    EM
    25 -0.31950098D+04    0.0004436    0.0000001    141.876   358.124    EM
    26 -0.31950094D+04    0.0004478    0.0000001    141.932   358.068    EM
    27 -0.31950089D+04    0.0004521    0.0000001    141.987   358.013    EM
    28 -0.31950085D+04    0.0004566    0.0000001    142.043   357.957    EM
    29 -0.31950080D+04    0.0004612    0.0000001    142.099   357.901    EM
    30 -0.31950075D+04    0.0004659    0.0000001    142.156   357.844    EM
    31 -0.31950071D+04    0.0004707    0.0000001    142.212   357.788    EM
    32 -0.31950066D+04    0.0004756    0.0000001    142.269   357.731    EM
    33 -0.31950061D+04    0.0004807    0.0000002    142.325   357.675    EM
    34 -0.31950056D+04    0.0004859    0.0000002    142.383   357.617    EM
    35 -0.31950051D+04    0.0004912    0.0000002    142.440   357.560    EM
    36 -0.31950046D+04    0.0004967    0.0000002    142.498   357.502    EM
    37 -0.31950041D+04    0.0005023    0.0000002    142.555   357.445    EM
    38 -0.31950036D+04    0.0005081    0.0000002    142.613   357.387    EM
    39 -0.31950031D+04    0.0005140    0.0000002    142.672   357.328    EM
    40 -0.31950026D+04    0.0005201    0.0000002    142.730   357.270    EM
    41 -0.31949724D+04    0.0302495    0.0000095    144.788   355.212    FS
    42 -0.31949579D+04    0.0144386    0.0000045    144.947   355.053    EM
    43 -0.31949546D+04    0.0033473    0.0000010    145.108   354.892    EM
    44 -0.31949518D+04    0.0027231    0.0000009    145.270   354.730    EM
    45 -0.31949492D+04    0.0026657    0.0000008    145.432   354.568    EM
    46 -0.31949465D+04    0.0026541    0.0000008    145.592   354.408    EM
    47 -0.31949439D+04    0.0026491    0.0000008    145.751   354.249    EM
    48 -0.31949412D+04    0.0026475    0.0000008    145.910   354.090    EM
    49 -0.31949386D+04    0.0026490    0.0000008    146.067   353.933    EM
    50 -0.31949359D+04    0.0026535    0.0000008    146.223   353.777    EM
    51 -0.31949333D+04    0.0026609    0.0000008    146.379   353.621    EM
    52 -0.31949306D+04    0.0026711    0.0000008    146.533   353.467    EM
    53 -0.31949279D+04    0.0026840    0.0000008    146.686   353.314    EM
    54 -0.31949252D+04    0.0026995    0.0000008    146.839   353.161    EM
    55 -0.31949225D+04    0.0027174    0.0000009    146.990   353.010    EM
    56 -0.31949198D+04    0.0027377    0.0000009    147.141   352.859    EM
    57 -0.31949170D+04    0.0027603    0.0000009    147.291   352.709    EM
    58 -0.31949142D+04    0.0027850    0.0000009    147.439   352.561    EM
    59 -0.31949114D+04    0.0028117    0.0000009    147.587   352.413    EM
    60 -0.31949086D+04    0.0028403    0.0000009    147.734   352.266    EM
    61 -0.31949057D+04    0.0028706    0.0000009    147.880   352.120    EM
    62 -0.31949028D+04    0.0029026    0.0000009    148.026   351.974    EM
    63 -0.31948998D+04    0.0029361    0.0000009    148.170   351.830    EM
    64 -0.31948969D+04    0.0029709    0.0000009    148.313   351.687    EM
    65 -0.31946580D+04    0.2388948    0.0000748    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 -0.31952445D+04    0.2098136    0.0000657    307.458   192.542    EM
     6 -0.31951999D+04    0.0445425    0.0000139    307.564   192.436    EM
     7 -0.31951899D+04    0.0100032    0.0000031    307.670   192.330    EM
     8 -0.31951873D+04    0.0026067    0.0000008    307.775   192.225    EM
     9 -0.31951863D+04    0.0009959    0.0000003    307.880   192.120    EM
    10 -0.31951857D+04    0.0006370    0.0000002    307.983   192.017    EM
    11 -0.31951851D+04    0.0005521    0.0000002    308.085   191.915    EM
    12 -0.31951846D+04    0.0005278    0.0000002    308.187   191.813    EM
    13 -0.31951841D+04    0.0005171    0.0000002    308.288   191.712    EM
    14 -0.31951836D+04    0.0005094    0.0000002    308.388   191.612    EM
    15 -0.31951831D+04    0.0005026    0.0000002    308.487   191.513    EM
    16 -0.31951826D+04    0.0004960    0.0000002    308.586   191.414    EM
    17 -0.31951821D+04    0.0004896    0.0000002    308.684   191.316    EM
    18 -0.31951816D+04    0.0004832    0.0000002    308.781   191.219    EM
    19 -0.31951811D+04    0.0004770    0.0000001    308.877   191.123    EM
    20 -0.31951807D+04    0.0004708    0.0000001    308.973   191.027    EM
    21 -0.31951802D+04    0.0004648    0.0000001    309.068   190.932    EM
    22 -0.31951798D+04    0.0004588    0.0000001    309.162   190.838    EM
    23 -0.31951793D+04    0.0004530    0.0000001    309.256   190.744    EM
    24 -0.31951789D+04    0.0004472    0.0000001    309.349   190.651    EM
    25 -0.31951784D+04    0.0004415    0.0000001    309.442   190.558    EM
    26 -0.31951780D+04    0.0004359    0.0000001    309.533   190.467    EM
    27 -0.31951775D+04    0.0004304    0.0000001    309.624   190.376    EM
    28 -0.31951771D+04    0.0004249    0.0000001    309.715   190.285    EM
    29 -0.31951767D+04    0.0004196    0.0000001    309.805   190.195    EM
    30 -0.31951763D+04    0.0004143    0.0000001    309.894   190.106    EM
    31 -0.31951759D+04    0.0004091    0.0000001    309.982   190.018    EM
    32 -0.31951755D+04    0.0004039    0.0000001    310.070   189.930    EM
    33 -0.31951751D+04    0.0003989    0.0000001    310.157   189.843    EM
    34 -0.31951747D+04    0.0003939    0.0000001    310.244   189.756    EM
    35 -0.31951743D+04    0.0003889    0.0000001    310.330   189.670    EM
    36 -0.31951739D+04    0.0003841    0.0000001    310.415   189.585    EM
    37 -0.31951735D+04    0.0003793    0.0000001    310.500   189.500    EM
    38 -0.31951732D+04    0.0003746    0.0000001    310.584   189.416    EM
    39 -0.31951728D+04    0.0003699    0.0000001    310.668   189.332    EM
    40 -0.31951724D+04    0.0003653    0.0000001    310.751   189.249    EM
    41 -0.31951539D+04    0.0184910    0.0000058    319.023   180.977    FS
    42 -0.31951506D+04    0.0033651    0.0000011    319.038   180.962    EM
    43 -0.31951503D+04    0.0002324    0.0000001    319.053   180.947    EM
    44 -0.31951502D+04    0.0001126    0.0000000    319.067   180.933    EM
    45 -0.31951501D+04    0.0000723    0.0000000    319.081   180.919    EM
    46 -0.31951501D+04    0.0000585    0.0000000    319.095   180.905    EM
    47 -0.31951500D+04    0.0000535    0.0000000    319.109   180.891    EM
    48 -0.31951500D+04    0.0000514    0.0000000    319.123   180.877    EM
    49 -0.31951499D+04    0.0000503    0.0000000    319.137   180.863    EM
    50 -0.31951499D+04    0.0000495    0.0000000    319.150   180.850    EM
    51 -0.31951498D+04    0.0000488    0.0000000    319.164   180.836    EM
    52 -0.31951498D+04    0.0000482    0.0000000    319.178   180.822    EM
    53 -0.31951497D+04    0.0000476    0.0000000    319.191   180.809    EM
    54 -0.31951497D+04    0.0000470    0.0000000    319.204   180.796    EM
    55 -0.31951496D+04    0.0000464    0.0000000    319.218   180.782    EM
    56 -0.31951496D+04    0.0000458    0.0000000    319.231   180.769    EM
    57 -0.31951496D+04    0.0000452    0.0000000    319.244   180.756    EM
    58 -0.31951495D+04    0.0000446    0.0000000    319.258   180.742    EM
    59 -0.31951495D+04    0.0000441    0.0000000    319.271   180.729    EM
    60 -0.31951494D+04    0.0000435    0.0000000    319.284   180.716    EM
    61 -0.31951494D+04    0.0000429    0.0000000    319.297   180.703    EM
    62 -0.31951493D+04    0.0000424    0.0000000    319.310   180.690    EM
    63 -0.31951493D+04    0.0000418    0.0000000    319.323   180.677    EM
    64 -0.31951493D+04    0.0000413    0.0000000    319.336   180.664    EM
    65 -0.31951492D+04    0.0000408    0.0000000    319.348   180.652    EM
    66 -0.31951492D+04    0.0000402    0.0000000    319.361   180.639    EM
    67 -0.31951464D+04    0.0027742    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 -0.31952592D+04    0.0832332    0.0000260    291.013   208.987    EM
     5 -0.31952540D+04    0.0051706    0.0000016    291.138   208.862    EM
     6 -0.31952494D+04    0.0045910    0.0000014    291.261   208.739    EM
     7 -0.31952448D+04    0.0045468    0.0000014    291.383   208.617    EM
     8 -0.31952403D+04    0.0045071    0.0000014    291.502   208.498    EM
     9 -0.31952359D+04    0.0044682    0.0000014    291.618   208.382    EM
    10 -0.31952314D+04    0.0044300    0.0000014    291.733   208.267    EM
    11 -0.31952270D+04    0.0043926    0.0000014    291.845   208.155    EM
    12 -0.31952227D+04    0.0043558    0.0000014    291.955   208.045    EM
    13 -0.31952184D+04    0.0043197    0.0000014    292.063   207.937    EM
    14 -0.31952141D+04    0.0042843    0.0000013    292.168   207.832    EM
    15 -0.31952098D+04    0.0042494    0.0000013    292.271   207.729    EM
    16 -0.31952056D+04    0.0042150    0.0000013    292.372   207.628    EM
    17 -0.31952014D+04    0.0041811    0.0000013    292.471   207.529    EM
    18 -0.31951973D+04    0.0041476    0.0000013    292.567   207.433    EM
    19 -0.31951932D+04    0.0041144    0.0000013    292.661   207.339    EM
    20 -0.31951891D+04    0.0040815    0.0000013    292.752   207.248    EM
    21 -0.31951850D+04    0.0040487    0.0000013    292.842   207.158    EM
    22 -0.31951810D+04    0.0040161    0.0000013    292.929   207.071    EM
    23 -0.31951770D+04    0.0039833    0.0000012    293.014   206.986    EM
    24 -0.31951731D+04    0.0039504    0.0000012    293.096   206.904    EM
    25 -0.31951692D+04    0.0039173    0.0000012    293.176   206.824    EM
    26 -0.31951653D+04    0.0038837    0.0000012    293.255   206.745    EM
    27 -0.31951614D+04    0.0038496    0.0000012    293.330   206.670    EM
    28 -0.31951576D+04    0.0038148    0.0000012    293.404   206.596    EM
    29 -0.31951539D+04    0.0037792    0.0000012    293.476   206.524    EM
    30 -0.31951501D+04    0.0037427    0.0000012    293.546   206.454    EM
    31 -0.31951464D+04    0.0037050    0.0000012    293.613   206.387    EM
    32 -0.31951427D+04    0.0036660    0.0000011    293.679   206.321    EM
    33 -0.31951391D+04    0.0036256    0.0000011    293.743   206.257    EM
    34 -0.31951355D+04    0.0035837    0.0000011    293.804   206.196    EM
    35 -0.31951320D+04    0.0035400    0.0000011    293.864   206.136    EM
    36 -0.31951285D+04    0.0034946    0.0000011    293.922   206.078    EM
    37 -0.31951250D+04    0.0034472    0.0000011    293.979   206.021    EM
    38 -0.31951217D+04    0.0033978    0.0000011    294.033   205.967    EM
    39 -0.31951183D+04    0.0033464    0.0000010    294.087   205.913    EM
    40 -0.31951150D+04    0.0032930    0.0000010    294.138   205.862    EM
    41 -0.31951118D+04    0.0032375    0.0000010    294.188   205.812    EM
    42 -0.31951086D+04    0.0031800    0.0000010    294.237   205.763    EM
    43 -0.31951055D+04    0.0031206    0.0000010    294.284   205.716    EM
    44 -0.31951024D+04    0.0030594    0.0000010    294.330   205.670    EM
    45 -0.31950994D+04    0.0029966    0.0000009    294.375   205.625    EM
    46 -0.31950965D+04    0.0029326    0.0000009    294.419   205.581    EM
    47 -0.31950936D+04    0.0028674    0.0000009    294.462   205.538    EM
    48 -0.31950908D+04    0.0028015    0.0000009    294.503   205.497    EM
    49 -0.31950881D+04    0.0027352    0.0000009    294.544   205.456    EM
    50 -0.31950854D+04    0.0026690    0.0000008    294.584   205.416    EM
    51 -0.31950828D+04    0.0026031    0.0000008    294.624   205.376    EM
    52 -0.31950803D+04    0.0025382    0.0000008    294.662   205.338    EM
    53 -0.31950778D+04    0.0024745    0.0000008    294.700   205.300    EM
    54 -0.31950754D+04    0.0024127    0.0000008    294.738   205.262    EM
    55 -0.31950730D+04    0.0023530    0.0000007    294.775   205.225    EM
    56 -0.31950707D+04    0.0022961    0.0000007    294.811   205.189    EM
    57 -0.31948214D+04    0.2493748    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 -0.31953567D+04    0.9052815    0.0002832    154.457   345.543    EM
     6 -0.31951484D+04    0.2083764    0.0000652    154.239   345.761    EM
     7 -0.31950983D+04    0.0500542    0.0000157    154.021   345.979    EM
     8 -0.31950828D+04    0.0155237    0.0000049    153.808   346.192    EM
     9 -0.31950746D+04    0.0081637    0.0000026    153.602   346.398    EM
    10 -0.31950681D+04    0.0065103    0.0000020    153.405   346.595    EM
    11 -0.31950621D+04    0.0060222    0.0000019    153.216   346.784    EM
    12 -0.31950563D+04    0.0057709    0.0000018    153.036   346.964    EM
    13 -0.31950507D+04    0.0055713    0.0000017    152.865   347.135    EM
    14 -0.31950454D+04    0.0053870    0.0000017    152.701   347.299    EM
    15 -0.31950401D+04    0.0052112    0.0000016    152.546   347.454    EM
    16 -0.31950351D+04    0.0050427    0.0000016    152.399   347.601    EM
    17 -0.31950302D+04    0.0048812    0.0000015    152.259   347.741    EM
    18 -0.31950255D+04    0.0047267    0.0000015    152.128   347.872    EM
    19 -0.31950209D+04    0.0045791    0.0000014    152.003   347.997    EM
    20 -0.31950165D+04    0.0044384    0.0000014    151.886   348.114    EM
    21 -0.31950122D+04    0.0043046    0.0000013    151.776   348.224    EM
    22 -0.31950080D+04    0.0041777    0.0000013    151.672   348.328    EM
    23 -0.31950039D+04    0.0040575    0.0000013    151.576   348.424    EM
    24 -0.31950000D+04    0.0039439    0.0000012    151.485   348.515    EM
    25 -0.31949962D+04    0.0038370    0.0000012    151.402   348.598    EM
    26 -0.31949924D+04    0.0037365    0.0000012    151.324   348.676    EM
    27 -0.31949888D+04    0.0036423    0.0000011    151.252   348.748    EM
    28 -0.31949852D+04    0.0035544    0.0000011    151.187   348.813    EM
    29 -0.31949817D+04    0.0034726    0.0000011    151.127   348.873    EM
    30 -0.31949784D+04    0.0033967    0.0000011    151.072   348.928    EM
    31 -0.31949750D+04    0.0033267    0.0000010    151.023   348.977    EM
    32 -0.31949718D+04    0.0032623    0.0000010    150.979   349.021    EM
    33 -0.31949686D+04    0.0032034    0.0000010    150.940   349.060    EM
    34 -0.31949654D+04    0.0031499    0.0000010    150.907   349.093    EM
    35 -0.31949623D+04    0.0031016    0.0000010    150.878   349.122    EM
    36 -0.31949592D+04    0.0030584    0.0000010    150.853   349.147    EM
    37 -0.31949562D+04    0.0030201    0.0000009    150.833   349.167    EM
    38 -0.31949532D+04    0.0029865    0.0000009    150.818   349.182    EM
    39 -0.31949503D+04    0.0029575    0.0000009    150.807   349.193    EM
    40 -0.31949474D+04    0.0029330    0.0000009    150.800   349.200    EM
    41 -0.31949444D+04    0.0029127    0.0000009    150.797   349.203    EM
    42 -0.31949415D+04    0.0028966    0.0000009    150.798   349.202    EM
    43 -0.31949387D+04    0.0028845    0.0000009    150.803   349.197    EM
    44 -0.31949358D+04    0.0028761    0.0000009    150.812   349.188    EM
    45 -0.31949329D+04    0.0028715    0.0000009    150.824   349.176    EM
    46 -0.31949300D+04    0.0028704    0.0000009    150.839   349.161    EM
    47 -0.31949272D+04    0.0028727    0.0000009    150.858   349.142    EM
    48 -0.31949243D+04    0.0028782    0.0000009    150.880   349.120    EM
    49 -0.31949214D+04    0.0028868    0.0000009    150.906   349.094    EM
    50 -0.31949185D+04    0.0028983    0.0000009    150.934   349.066    EM
    51 -0.31949156D+04    0.0029126    0.0000009    150.966   349.034    EM
    52 -0.31949127D+04    0.0029295    0.0000009    151.000   349.000    EM
    53 -0.31949097D+04    0.0029489    0.0000009    151.037   348.963    EM
    54 -0.31949067D+04    0.0029706    0.0000009    151.076   348.924    EM
    55 -0.31949037D+04    0.0029944    0.0000009    151.118   348.882    EM
    56 -0.31949007D+04    0.0030202    0.0000009    151.163   348.837    EM
    57 -0.31948977D+04    0.0030479    0.0000010    151.210   348.790    EM
    58 -0.31948946D+04    0.0030771    0.0000010    151.259   348.741    EM
    59 -0.31948915D+04    0.0031078    0.0000010    151.310   348.690    EM
    60 -0.31948884D+04    0.0031398    0.0000010    151.364   348.636    EM
    61 -0.31948852D+04    0.0031729    0.0000010    151.419   348.581    EM
    62 -0.31946580D+04    0.2272016    0.0000711    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 -0.31953880D+04    0.8339811    0.0002609    347.501   152.499    EM
     5 -0.31951963D+04    0.1916808    0.0000600    347.775   152.225    EM
     6 -0.31951452D+04    0.0510732    0.0000160    348.033   151.967    EM
     7 -0.31951283D+04    0.0168717    0.0000053    348.279   151.721    EM
     8 -0.31951202D+04    0.0081534    0.0000026    348.516   151.484    EM
     9 -0.31951144D+04    0.0058188    0.0000018    348.745   151.255    EM
    10 -0.31951093D+04    0.0051089    0.0000016    348.966   151.034    EM
    11 -0.31951044D+04    0.0048149    0.0000015    349.179   150.821    EM
    12 -0.31950998D+04    0.0046287    0.0000014    349.385   150.615    EM
    13 -0.31950953D+04    0.0044724    0.0000014    349.584   150.416    EM
    14 -0.31950910D+04    0.0043263    0.0000014    349.776   150.224    EM
    15 -0.31950868D+04    0.0041855    0.0000013    349.961   150.039    EM
    16 -0.31950828D+04    0.0040488    0.0000013    350.139   149.861    EM
    17 -0.31950789D+04    0.0039160    0.0000012    350.311   149.689    EM
    18 -0.31950751D+04    0.0037871    0.0000012    350.476   149.524    EM
    19 -0.31950714D+04    0.0036619    0.0000011    350.635   149.365    EM
    20 -0.31950679D+04    0.0035406    0.0000011    350.788   149.212    EM
    21 -0.31950645D+04    0.0034230    0.0000011    350.934   149.066    EM
    22 -0.31950611D+04    0.0033092    0.0000010    351.075   148.925    EM
    23 -0.31950579D+04    0.0031992    0.0000010    351.209   148.791    EM
    24 -0.31950548D+04    0.0030929    0.0000010    351.338   148.662    EM
    25 -0.31950519D+04    0.0029903    0.0000009    351.462   148.538    EM
    26 -0.31950490D+04    0.0028915    0.0000009    351.580   148.420    EM
    27 -0.31950462D+04    0.0027962    0.0000009    351.693   148.307    EM
    28 -0.31950435D+04    0.0027046    0.0000008    351.800   148.200    EM
    29 -0.31950409D+04    0.0026165    0.0000008    351.902   148.098    EM
    30 -0.31950383D+04    0.0025319    0.0000008    352.000   148.000    EM
    31 -0.31950359D+04    0.0024507    0.0000008    352.092   147.908    EM
    32 -0.31950335D+04    0.0023730    0.0000007    352.180   147.820    EM
    33 -0.31950312D+04    0.0022986    0.0000007    352.263   147.737    EM
    34 -0.31950290D+04    0.0022274    0.0000007    352.341   147.659    EM
    35 -0.31950268D+04    0.0021595    0.0000007    352.416   147.584    EM
    36 -0.31950247D+04    0.0020947    0.0000007    352.485   147.515    EM
    37 -0.31950227D+04    0.0020330    0.0000006    352.551   147.449    EM
    38 -0.31950207D+04    0.0019743    0.0000006    352.613   147.387    EM
    39 -0.31950188D+04    0.0019185    0.0000006    352.670   147.330    EM
    40 -0.31950169D+04    0.0018656    0.0000006    352.724   147.276    EM
    41 -0.31950151D+04    0.0018155    0.0000006    352.773   147.227    EM
    42 -0.31950133D+04    0.0017682    0.0000006    352.819   147.181    EM
    43 -0.31950116D+04    0.0017235    0.0000005    352.862   147.138    EM
    44 -0.31950099D+04    0.0016813    0.0000005    352.901   147.099    EM
    45 -0.31950083D+04    0.0016418    0.0000005    352.936   147.064    EM
    46 -0.31950067D+04    0.0016046    0.0000005    352.968   147.032    EM
    47 -0.31950051D+04    0.0015698    0.0000005    352.997   147.003    EM
    48 -0.31950036D+04    0.0015374    0.0000005    353.022   146.978    EM
    49 -0.31950021D+04    0.0015072    0.0000005    353.044   146.956    EM
    50 -0.31950006D+04    0.0014792    0.0000005    353.064   146.936    EM
    51 -0.31949991D+04    0.0014534    0.0000005    353.080   146.920    EM
    52 -0.31949977D+04    0.0014296    0.0000004    353.093   146.907    EM
    53 -0.31949963D+04    0.0014078    0.0000004    353.104   146.896    EM
    54 -0.31949949D+04    0.0013879    0.0000004    353.111   146.889    EM
    55 -0.31949935D+04    0.0013700    0.0000004    353.116   146.884    EM
    56 -0.31949922D+04    0.0013539    0.0000004    353.118   146.882    EM
    57 -0.31949909D+04    0.0013396    0.0000004    353.118   146.882    EM
    58 -0.31949895D+04    0.0013271    0.0000004    353.115   146.885    EM
    59 -0.31949882D+04    0.0013162    0.0000004    353.109   146.891    EM
    60 -0.31949869D+04    0.0013070    0.0000004    353.101   146.899    EM
    61 -0.31946580D+04    0.3289225    0.0001029    340.477   159.523    QN
    62 -0.31946580D+04    0.0000000    0.0000000    340.477   159.523    EM


     Beginning Time:  22:58:02
        Ending Time:  22:58:03
       Elapsed Time:  00:00:01



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