Mplus VERSION 7
MUTHEN & MUTHEN
09/22/2012  10:57 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of a SEM with a categorical latent variable
  regressed on a continuous latent variable
  DATA: 	FILE IS ex7.19.dat;
  VARIABLE:	NAMES ARE u1-u8;
  	CATEGORICAL = u1-u8;
  	CLASSES = c (2);
  ANALYSIS:	TYPE = MIXTURE;	
  	ALGORITHM = INTEGRATION;
  MODEL:	
  	%OVERALL%
  	f BY u1-u4;
  	c ON f;
  	%c#1%
  	[u5$1-u8$1];
  	%c#2%
  	[u5$1-u8$1];
  OUTPUT:	TECH1 TECH8;




INPUT READING TERMINATED NORMALLY



this is an example of a SEM with a categorical latent variable
regressed on a continuous latent variable

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        1000

Number of dependent variables                                    8
Number of independent variables                                  0
Number of continuous latent variables                            1
Number of categorical latent variables                           1

Observed dependent variables

  Binary and ordered categorical (ordinal)
   U1          U2          U3          U4          U5          U6
   U7          U8

Continuous latent variables
   F

Categorical latent variables
   C


Estimator                                                      MLR
Information matrix                                        OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
  Maximum number of iterations                                 100
  Convergence criterion                                  0.100D-05
Optimization Specifications for the EM Algorithm
  Maximum number of iterations                                 500
  Convergence criteria
    Loglikelihood change                                 0.100D-02
    Relative loglikelihood change                        0.100D-05
    Derivative                                           0.100D-02
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-02
  Basis for M step termination                           ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-02
  Basis for M step termination                           ITERATION
  Maximum value for logit thresholds                            15
  Minimum value for logit thresholds                           -15
  Minimum expected cell size for chi-square              0.100D-01
Optimization algorithm                                         EMA
Integration Specifications
  Type                                                    STANDARD
  Number of integration points                                  15
  Dimensions of numerical integration                            1
  Adaptive quadrature                                           ON
Random Starts Specifications
  Number of initial stage random starts                         20
  Number of final stage optimizations                            4
  Number of initial stage iterations                            10
  Initial stage convergence criterion                    0.100D+01
  Random starts scale                                    0.500D+01
  Random seed for generating random starts                       0
Link                                                         LOGIT
Cholesky                                                        ON

Input data file(s)
  ex7.19.dat
Input data format  FREE


UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    U1
      Category 1    0.502      502.000
      Category 2    0.498      498.000
    U2
      Category 1    0.531      531.000
      Category 2    0.469      469.000
    U3
      Category 1    0.485      485.000
      Category 2    0.515      515.000
    U4
      Category 1    0.494      494.000
      Category 2    0.506      506.000
    U5
      Category 1    0.491      491.000
      Category 2    0.509      509.000
    U6
      Category 1    0.495      495.000
      Category 2    0.505      505.000
    U7
      Category 1    0.509      509.000
      Category 2    0.491      491.000
    U8
      Category 1    0.515      515.000
      Category 2    0.485      485.000


RANDOM STARTS RESULTS RANKED FROM THE BEST TO THE WORST LOGLIKELIHOOD VALUES

Final stage loglikelihood values at local maxima, seeds, and initial stage start numbers:

           -5332.536  903420           5
           -5332.545  unperturbed      0
           -5332.546  533738           11
           -5332.552  76974            16



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                       18

Loglikelihood

          H0 Value                       -5332.536
          H0 Scaling Correction Factor      1.0172
            for MLR

Information Criteria

          Akaike (AIC)                   10701.073
          Bayesian (BIC)                 10789.412
          Sample-Size Adjusted BIC       10732.243
            (n* = (n + 2) / 24)

Chi-Square Test of Model Fit for the Binary and Ordered Categorical
(Ordinal) Outcomes

          Pearson Chi-Square

          Value                            229.959
          Degrees of Freedom                   238
          P-Value                           0.6339

          Likelihood Ratio Chi-Square

          Value                            242.290
          Degrees of Freedom                   238
          P-Value                           0.4106



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

    Latent
   Classes

       1        467.54706          0.46755
       2        532.45294          0.53245


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

    Latent
   Classes

       1        467.49611          0.46750
       2        532.50389          0.53250


CLASSIFICATION QUALITY

     Entropy                         0.516


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP

Class Counts and Proportions

    Latent
   Classes

       1              459          0.45900
       2              541          0.54100


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

           1        2

    1   0.850    0.150
    2   0.143    0.857


MODEL RESULTS

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

Latent Class 1

 F        BY
    U1                 1.000      0.000    999.000    999.000
    U2                 0.845      0.198      4.268      0.000
    U3                 0.846      0.196      4.315      0.000
    U4                 1.081      0.248      4.354      0.000

 Thresholds
    U1$1               0.010      0.077      0.127      0.899
    U2$1               0.145      0.074      1.959      0.050
    U3$1              -0.070      0.074     -0.946      0.344
    U4$1              -0.030      0.079     -0.376      0.707
    U5$1              -1.124      0.180     -6.247      0.000
    U6$1              -1.197      0.196     -6.099      0.000
    U7$1              -0.922      0.150     -6.156      0.000
    U8$1              -1.047      0.181     -5.787      0.000

 Variances
    F                  1.050      0.329      3.189      0.001

Latent Class 2

 F        BY
    U1                 1.000      0.000    999.000    999.000
    U2                 0.845      0.198      4.268      0.000
    U3                 0.846      0.196      4.315      0.000
    U4                 1.081      0.248      4.354      0.000

 Thresholds
    U1$1               0.010      0.077      0.127      0.899
    U2$1               0.145      0.074      1.959      0.050
    U3$1              -0.070      0.074     -0.946      0.344
    U4$1              -0.030      0.079     -0.376      0.707
    U5$1               0.879      0.146      6.002      0.000
    U6$1               0.974      0.153      6.352      0.000
    U7$1               0.877      0.149      5.897      0.000
    U8$1               1.041      0.153      6.800      0.000

 Variances
    F                  1.050      0.329      3.189      0.001

Categorical Latent Variables

 C#1        ON
    F                  1.126      0.329      3.420      0.001

 Intercepts
    C#1               -0.166      0.219     -0.755      0.450


LOGISTIC REGRESSION ODDS RATIO RESULTS

Categorical Latent Variables

 C#1      ON
    F                  3.084


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.188E-02
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS 1


           NU
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U6            U7            U8
              ________      ________      ________
 1                  0             0             0


           LAMBDA
              F
              ________
 U1                 0
 U2                 1
 U3                 2
 U4                 3
 U5                 0
 U6                 0
 U7                 0
 U8                 0


           THETA
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 U1                 0
 U2                 0             0
 U3                 0             0             0
 U4                 0             0             0             0
 U5                 0             0             0             0             0
 U6                 0             0             0             0             0
 U7                 0             0             0             0             0
 U8                 0             0             0             0             0


           THETA
              U6            U7            U8
              ________      ________      ________
 U6                 0
 U7                 0             0
 U8                 0             0             0


           ALPHA
              F
              ________
 1                  0


           BETA
              F
              ________
 F                  0


           PSI
              F
              ________
 F                  4


     PARAMETER SPECIFICATION FOR LATENT CLASS 2


           NU
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U6            U7            U8
              ________      ________      ________
 1                  0             0             0


           LAMBDA
              F
              ________
 U1                 0
 U2                 1
 U3                 2
 U4                 3
 U5                 0
 U6                 0
 U7                 0
 U8                 0


           THETA
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 U1                 0
 U2                 0             0
 U3                 0             0             0
 U4                 0             0             0             0
 U5                 0             0             0             0             0
 U6                 0             0             0             0             0
 U7                 0             0             0             0             0
 U8                 0             0             0             0             0


           THETA
              U6            U7            U8
              ________      ________      ________
 U6                 0
 U7                 0             0
 U8                 0             0             0


           ALPHA
              F
              ________
 1                  0


           BETA
              F
              ________
 F                  0


           PSI
              F
              ________
 F                  4


     PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART


           TAU(U) FOR LATENT CLASS 1
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1                  5             6             7             8             9


           TAU(U) FOR LATENT CLASS 1
              U6$1          U7$1          U8$1
              ________      ________      ________
 1                 10            11            12


           TAU(U) FOR LATENT CLASS 2
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1                  5             6             7             8            13


           TAU(U) FOR LATENT CLASS 2
              U6$1          U7$1          U8$1
              ________      ________      ________
 1                 14            15            16


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C#1           C#2
              ________      ________
 1                 17             0


           GAMMA(C)
              F
              ________
 C#1               18
 C#2                0


     STARTING VALUES FOR LATENT CLASS 1


           NU
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U6            U7            U8
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA
              F
              ________
 U1             1.000
 U2             1.000
 U3             1.000
 U4             1.000
 U5             0.000
 U6             0.000
 U7             0.000
 U8             0.000


           THETA
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 U1             1.000
 U2             0.000         1.000
 U3             0.000         0.000         1.000
 U4             0.000         0.000         0.000         1.000
 U5             0.000         0.000         0.000         0.000         1.000
 U6             0.000         0.000         0.000         0.000         0.000
 U7             0.000         0.000         0.000         0.000         0.000
 U8             0.000         0.000         0.000         0.000         0.000


           THETA
              U6            U7            U8
              ________      ________      ________
 U6             1.000
 U7             0.000         1.000
 U8             0.000         0.000         1.000


           ALPHA
              F
              ________
 1              0.000


           BETA
              F
              ________
 F              0.000


           PSI
              F
              ________
 F              0.050


     STARTING VALUES FOR LATENT CLASS 2


           NU
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U6            U7            U8
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA
              F
              ________
 U1             1.000
 U2             1.000
 U3             1.000
 U4             1.000
 U5             0.000
 U6             0.000
 U7             0.000
 U8             0.000


           THETA
              U1            U2            U3            U4            U5
              ________      ________      ________      ________      ________
 U1             1.000
 U2             0.000         1.000
 U3             0.000         0.000         1.000
 U4             0.000         0.000         0.000         1.000
 U5             0.000         0.000         0.000         0.000         1.000
 U6             0.000         0.000         0.000         0.000         0.000
 U7             0.000         0.000         0.000         0.000         0.000
 U8             0.000         0.000         0.000         0.000         0.000


           THETA
              U6            U7            U8
              ________      ________      ________
 U6             1.000
 U7             0.000         1.000
 U8             0.000         0.000         1.000


           ALPHA
              F
              ________
 1              0.000


           BETA
              F
              ________
 F              0.000


           PSI
              F
              ________
 F              0.050


     STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART


           TAU(U) FOR LATENT CLASS 1
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1              0.008         0.124        -0.060        -0.024        -1.036


           TAU(U) FOR LATENT CLASS 1
              U6$1          U7$1          U8$1
              ________      ________      ________
 1             -1.020        -0.964        -0.940


           TAU(U) FOR LATENT CLASS 2
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
 1              0.008         0.124        -0.060        -0.024         0.964


           TAU(U) FOR LATENT CLASS 2
              U6$1          U7$1          U8$1
              ________      ________      ________
 1              0.980         1.036         1.060


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


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


           GAMMA(C)
              F
              ________
 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 -0.54181258D+04    0.0000000    0.0000000    496.318   503.682    EM
     2 -0.54081443D+04    9.9814053    0.0018422    493.382   506.618    EM
     3 -0.53950067D+04   13.1376275    0.0024292    490.651   509.349    EM
     4 -0.53806714D+04   14.3353213    0.0026571    488.189   511.811    EM
     5 -0.53686206D+04   12.0507688    0.0022396    486.001   513.999    EM
     6 -0.53607803D+04    7.8402995    0.0014604    484.053   515.947    EM
     7 -0.53565289D+04    4.2514472    0.0007931    482.306   517.694    EM
     8 -0.53543518D+04    2.1770673    0.0004064    480.726   519.274    EM
     9 -0.53531573D+04    1.1945463    0.0002231    479.293   520.707    EM
    10 -0.53524106D+04    0.7466586    0.0001395    477.989   522.011    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.76304590D+04    0.0000000    0.0000000    433.185   566.815    EM
     2 -0.54423275D+04 2188.1314455    0.2867628    438.160   561.840    EM
     3 -0.54353685D+04    6.9590159    0.0012787    438.727   561.273    EM
     4 -0.54326641D+04    2.7044660    0.0004976    439.218   560.782    EM
     5 -0.54312243D+04    1.4397336    0.0002650    439.509   560.491    EM
     6 -0.54302116D+04    1.0126902    0.0001865    439.715   560.285    EM
     7 -0.54292455D+04    0.9661536    0.0001779    439.905   560.095    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.86055663D+04    0.0000000    0.0000000    692.781   307.219    EM
     2 -0.56006613D+04 3004.9050495    0.3491816    698.797   301.203    EM
     3 -0.55036429D+04   97.0183651    0.0173227    690.044   309.956    EM
     4 -0.54493510D+04   54.2918854    0.0098647    675.306   324.694    EM
     5 -0.54084384D+04   40.9126074    0.0075078    661.846   338.154    EM
     6 -0.53854184D+04   23.0200651    0.0042563    651.951   348.049    EM
     7 -0.53734417D+04   11.9766294    0.0022239    643.852   356.148    EM
     8 -0.53662755D+04    7.1662177    0.0013336    636.282   363.718    EM
     9 -0.53615224D+04    4.7530728    0.0008857    629.070   370.930    EM
    10 -0.53582082D+04    3.3142487    0.0006182    622.304   377.696    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.72352706D+04    0.0000000    0.0000000    477.416   522.584    EM
     2 -0.54901389D+04 1745.1316939    0.2411978    472.956   527.044    EM
     3 -0.54607132D+04   29.4257020    0.0053597    472.192   527.808    EM
     4 -0.54458365D+04   14.8766582    0.0027243    470.956   529.044    EM
     5 -0.54362191D+04    9.6174489    0.0017660    469.441   530.559    EM
     6 -0.54166233D+04   19.5957691    0.0036047    460.009   539.991    FS
     7 -0.53729744D+04   43.6489674    0.0080583    461.599   538.401    EM
     8 -0.53618967D+04   11.0776390    0.0020617    464.457   535.543    EM
     9 -0.53567118D+04    5.1849328    0.0009670    466.037   533.963    EM
    10 -0.53541482D+04    2.5635555    0.0004786    466.912   533.088    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.67976229D+04    0.0000000    0.0000000    510.259   489.741    EM
     2 -0.54661655D+04 1331.4573931    0.1958710    504.080   495.920    EM
     3 -0.54315047D+04   34.6607775    0.0063410    503.537   496.463    EM
     4 -0.54144131D+04   17.0915955    0.0031468    502.823   497.177    EM
     5 -0.54014758D+04   12.9372778    0.0023894    501.704   498.296    EM
     6 -0.53906316D+04   10.8442654    0.0020076    500.032   499.968    EM
     7 -0.53811024D+04    9.5291595    0.0017677    497.861   502.139    EM
     8 -0.53726394D+04    8.4629887    0.0015727    495.395   504.605    EM
     9 -0.53656187D+04    7.0207740    0.0013068    492.871   507.129    EM
    10 -0.53604422D+04    5.1764896    0.0009648    490.451   509.549    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.77983320D+04    0.0000000    0.0000000    750.701   249.299    EM
     2 -0.55463154D+04 2252.0165994    0.2887818    682.686   317.314    EM
     3 -0.54360717D+04  110.2436726    0.0198769    650.144   349.856    EM
     4 -0.53905113D+04   45.5604257    0.0083811    630.748   369.252    EM
     5 -0.53711691D+04   19.3421531    0.0035882    617.098   382.902    EM
     6 -0.53636646D+04    7.5045498    0.0013972    606.438   393.562    EM
     7 -0.53599370D+04    3.7275348    0.0006950    597.197   402.803    EM
     8 -0.53573891D+04    2.5479367    0.0004754    588.713   411.287    EM
     9 -0.53553875D+04    2.0015627    0.0003736    580.757   419.243    EM
    10 -0.53537609D+04    1.6265864    0.0003037    573.257   426.743    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.89475469D+04    0.0000000    0.0000000    406.188   593.812    EM
     2 -0.55754548D+04 3372.0920865    0.3768734    429.798   570.202    EM
     3 -0.55157323D+04   59.7224648    0.0107117    437.014   562.986    EM
     4 -0.54751830D+04   40.5492779    0.0073516    443.075   556.925    EM
     5 -0.54433164D+04   31.8666433    0.0058202    449.878   550.122    EM
     6 -0.54217056D+04   21.6107856    0.0039702    456.516   543.484    EM
     7 -0.54046396D+04   17.0659870    0.0031477    462.787   537.213    EM
     8 -0.53887866D+04   15.8529837    0.0029332    468.704   531.296    EM
     9 -0.53753142D+04   13.4724892    0.0025001    474.210   525.790    EM
    10 -0.53658270D+04    9.4871700    0.0017650    479.254   520.746    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.10332129D+05    0.0000000    0.0000000    249.224   750.776    EM
     2 -0.55791345D+04 4752.9946203    0.4600208    226.418   773.582    EM
     3 -0.55228051D+04   56.3294624    0.0100965    233.207   766.793    EM
     4 -0.54877882D+04   35.0169170    0.0063404    247.533   752.467    EM
     5 -0.54659500D+04   21.8381380    0.0039794    258.366   741.634    EM
     6 -0.54569175D+04    9.0324814    0.0016525    264.042   735.958    EM
     7 -0.54532514D+04    3.6661577    0.0006718    267.673   732.327    EM
     8 -0.54504249D+04    2.8264459    0.0005183    271.931   728.069    EM
     9 -0.54472301D+04    3.1948541    0.0005862    277.969   722.031    EM
    10 -0.54435865D+04    3.6435499    0.0006689    285.855   714.145    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.88905478D+04    0.0000000    0.0000000    480.675   519.325    EM
     2 -0.55899418D+04 3300.6059938    0.3712489    502.157   497.843    EM
     3 -0.54516102D+04  138.3316018    0.0247465    502.724   497.276    EM
     4 -0.54336069D+04   18.0032972    0.0033024    500.897   499.103    EM
     5 -0.54184267D+04   15.1802305    0.0027938    499.617   500.383    EM
     6 -0.54045914D+04   13.8352802    0.0025534    498.150   501.850    EM
     7 -0.53948076D+04    9.7838103    0.0018103    496.485   503.515    EM
     8 -0.53886028D+04    6.2048402    0.0011502    494.595   505.405    EM
     9 -0.53840551D+04    4.5476505    0.0008439    492.478   507.522    EM
    10 -0.53797268D+04    4.3283515    0.0008039    490.175   509.825    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.10296802D+05    0.0000000    0.0000000    211.923   788.077    EM
     2 -0.55483399D+04 4748.4621860    0.4611589    212.363   787.637    EM
     3 -0.54928144D+04   55.5254955    0.0100076    226.520   773.480    EM
     4 -0.54492833D+04   43.5310728    0.0079251    246.953   753.047    EM
     5 -0.54175256D+04   31.7577255    0.0058279    264.545   735.455    EM
     6 -0.53967371D+04   20.7885172    0.0038373    278.054   721.946    EM
     7 -0.53823900D+04   14.3470531    0.0026585    289.667   710.333    EM
     8 -0.53728828D+04    9.5071808    0.0017663    300.525   699.475    EM
     9 -0.53669919D+04    5.8909152    0.0010964    310.901   689.099    EM
    10 -0.53632643D+04    3.7276595    0.0006946    320.823   679.177    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11861843D+05    0.0000000    0.0000000    512.866   487.134    EM
     2 -0.54686838D+04 6393.1594246    0.5389685    514.360   485.640    EM
     3 -0.54311354D+04   37.5484883    0.0068661    514.878   485.122    EM
     4 -0.54174294D+04   13.7059925    0.0025236    516.454   483.546    EM
     5 -0.54085008D+04    8.9285265    0.0016481    518.152   481.848    EM
     6 -0.54003476D+04    8.1532738    0.0015075    519.343   480.657    EM
     7 -0.53913911D+04    8.9564816    0.0016585    519.542   480.458    EM
     8 -0.53813306D+04   10.0604817    0.0018660    518.509   481.491    EM
     9 -0.53712087D+04   10.1218553    0.0018809    516.395   483.605    EM
    10 -0.53627805D+04    8.4282929    0.0015692    513.622   486.378    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.67566301D+04    0.0000000    0.0000000    484.202   515.798    EM
     2 -0.57963097D+04  960.3204001    0.1421301    495.005   504.995    EM
     3 -0.55032917D+04  293.0179921    0.0505525    494.755   505.245    EM
     4 -0.54709391D+04   32.3526885    0.0058788    493.894   506.106    EM
     5 -0.54342563D+04   36.6827898    0.0067050    493.747   506.253    EM
     6 -0.53921638D+04   42.0924325    0.0077458    493.253   506.747    EM
     7 -0.53650809D+04   27.0829105    0.0050226    492.039   507.961    EM
     8 -0.53554886D+04    9.5923669    0.0017879    490.340   509.660    EM
     9 -0.53531141D+04    2.3744181    0.0004434    488.466   511.534    EM
    10 -0.53524076D+04    0.7065424    0.0001320    486.606   513.394    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.72363286D+04    0.0000000    0.0000000    410.228   589.772    EM
     2 -0.55211725D+04 1715.1561365    0.2370202    420.513   579.487    EM
     3 -0.54804101D+04   40.7623643    0.0073829    428.303   571.697    EM
     4 -0.54527420D+04   27.6681273    0.0050486    436.641   563.359    EM
     5 -0.54398168D+04   12.9251962    0.0023704    444.309   555.691    EM
     6 -0.54349607D+04    4.8561302    0.0008927    451.190   548.810    EM
     7 -0.54326659D+04    2.2947209    0.0004222    457.520   542.480    EM
     8 -0.54307960D+04    1.8699320    0.0003442    463.435   536.565    EM
     9 -0.54284702D+04    2.3258115    0.0004283    468.996   531.004    EM
    10 -0.54249215D+04    3.5487254    0.0006537    474.236   525.764    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.98182278D+04    0.0000000    0.0000000    543.595   456.405    EM
     2 -0.54665603D+04 4351.6675004    0.4432233    541.546   458.454    EM
     3 -0.54464867D+04   20.0736586    0.0036721    536.757   463.243    EM
     4 -0.54348408D+04   11.6458790    0.0021382    532.699   467.301    EM
     5 -0.54212386D+04   13.6022190    0.0025028    528.025   471.975    EM
     6 -0.54052737D+04   15.9648389    0.0029449    523.087   476.913    EM
     7 -0.53889536D+04   16.3201281    0.0030193    518.205   481.795    EM
     8 -0.53753737D+04   13.5798540    0.0025199    513.615   486.385    EM
     9 -0.53661724D+04    9.2013418    0.0017118    509.426   490.574    EM
    10 -0.53607427D+04    5.4297269    0.0010118    505.642   494.358    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11890441D+05    0.0000000    0.0000000     74.576   925.424    EM
     2 -0.55307575D+04 6359.6836421    0.5348568    103.600   896.400    EM
     3 -0.54936444D+04   37.1130859    0.0067103    130.847   869.153    EM
     4 -0.54707205D+04   22.9239219    0.0041728    152.664   847.336    EM
     5 -0.54594202D+04   11.3003257    0.0020656    164.872   835.128    EM
     6 -0.54522334D+04    7.1867610    0.0013164    171.595   828.405    EM
     7 -0.54441602D+04    8.0732414    0.0014807    176.413   823.587    EM
     8 -0.54336725D+04   10.4876980    0.0019264    181.109   818.891    EM
     9 -0.54212900D+04   12.3825016    0.0022788    186.661   813.339    EM
    10 -0.54089631D+04   12.3268738    0.0022738    193.734   806.266    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.94585834D+04    0.0000000    0.0000000    328.684   671.316    EM
     2 -0.55542324D+04 3904.3510231    0.4127839    305.024   694.976    EM
     3 -0.54746619D+04   79.5705103    0.0143261    313.796   686.204    EM
     4 -0.54245437D+04   50.1181548    0.0091546    326.570   673.430    EM
     5 -0.53934253D+04   31.1184183    0.0057366    337.110   662.890    EM
     6 -0.53753567D+04   18.0686353    0.0033501    346.102   653.898    EM
     7 -0.53650167D+04   10.3400145    0.0019236    354.451   645.549    EM
     8 -0.53594426D+04    5.5740887    0.0010390    362.250   637.750    EM
     9 -0.53564879D+04    2.9546848    0.0005513    369.459   630.541    EM
    10 -0.53548092D+04    1.6787256    0.0003134    376.090   623.910    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.74430446D+04    0.0000000    0.0000000    426.220   573.780    EM
     2 -0.56144827D+04 1828.5619236    0.2456739    576.854   423.146    EM
     3 -0.54210253D+04  193.4573620    0.0344568    577.216   422.784    EM
     4 -0.53835915D+04   37.4338105    0.0069053    575.087   424.913    EM
     5 -0.53701133D+04   13.4782319    0.0025036    573.839   426.161    EM
     6 -0.53627999D+04    7.3134206    0.0013619    572.524   427.476    EM
     7 -0.53585826D+04    4.2172766    0.0007864    570.973   429.027    EM
     8 -0.53560819D+04    2.5007344    0.0004667    569.273   430.727    EM
     9 -0.53545614D+04    1.5204696    0.0002839    567.521   432.479    EM
    10 -0.53536022D+04    0.9591954    0.0001791    565.779   434.221    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11856194D+05    0.0000000    0.0000000    454.704   545.296    EM
     2 -0.55529589D+04 6303.2352306    0.5316407    446.287   553.713    EM
     3 -0.54755722D+04   77.3866469    0.0139361    440.574   559.426    EM
     4 -0.54647685D+04   10.8037010    0.0019731    435.211   564.789    EM
     5 -0.54577319D+04    7.0366329    0.0012876    430.033   569.967    EM
     6 -0.54505192D+04    7.2127143    0.0013216    425.514   574.486    EM
     7 -0.54415587D+04    8.9605350    0.0016440    422.102   577.898    EM
     8 -0.54294864D+04   12.0723069    0.0022185    420.142   579.858    EM
     9 -0.54135432D+04   15.9431667    0.0029364    419.772   580.228    EM
    10 -0.53949062D+04   18.6369637    0.0034427    420.840   579.160    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11917414D+05    0.0000000    0.0000000    600.104   399.896    EM
     2 -0.55720797D+04 6345.3345830    0.5324422    553.059   446.941    EM
     3 -0.54249117D+04  147.1680431    0.0264117    555.554   444.446    EM
     4 -0.54079116D+04   17.0001254    0.0031337    557.695   442.305    EM
     5 -0.53943731D+04   13.5385198    0.0025035    559.046   440.954    EM
     6 -0.53850923D+04    9.2807458    0.0017204    559.743   440.257    EM
     7 -0.53787808D+04    6.3114635    0.0011720    559.404   440.596    EM
     8 -0.53736443D+04    5.1365313    0.0009550    557.735   442.265    EM
     9 -0.53687643D+04    4.8799891    0.0009081    554.682   445.318    EM
    10 -0.53640523D+04    4.7120444    0.0008777    550.481   449.519    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11357687D+05    0.0000000    0.0000000    550.912   449.088    EM
     2 -0.54477360D+04 5909.9509766    0.5203481    556.403   443.597    EM
     3 -0.54235804D+04   24.1556793    0.0044341    560.941   439.059    EM
     4 -0.54110717D+04   12.5086655    0.0023063    565.029   434.971    EM
     5 -0.54030607D+04    8.0109834    0.0014805    568.991   431.009    EM
     6 -0.53976866D+04    5.3741062    0.0009946    572.629   427.371    EM
     7 -0.53932703D+04    4.4162815    0.0008182    575.477   424.523    EM
     8 -0.53887255D+04    4.5447964    0.0008427    576.950   423.050    EM
     9 -0.53835121D+04    5.2133830    0.0009675    576.521   423.479    EM
    10 -0.53775286D+04    5.9835528    0.0011115    573.948   426.052    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.94018770D+04    0.0000000    0.0000000    595.499   404.501    EM
     2 -0.54916321D+04 3910.2448997    0.4159005    577.773   422.227    EM
     3 -0.54400739D+04   51.5582663    0.0093885    569.949   430.051    EM
     4 -0.54079555D+04   32.1183778    0.0059040    563.708   436.292    EM
     5 -0.53857760D+04   22.1795446    0.0041013    557.643   442.357    EM
     6 -0.53710170D+04   14.7589422    0.0027404    551.576   448.424    EM
     7 -0.53625188D+04    8.4981805    0.0015822    545.682   454.318    EM
     8 -0.53581445D+04    4.3743139    0.0008157    540.097   459.903    EM
     9 -0.53559002D+04    2.2443149    0.0004189    534.867   465.133    EM
    10 -0.53546275D+04    1.2726953    0.0002376    529.990   470.010    EM


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11




  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.67566301D+04    0.0000000    0.0000000    484.202   515.798    EM
     2 -0.57963097D+04  960.3204001    0.1421301    495.005   504.995    EM
     3 -0.55032917D+04  293.0179921    0.0505525    494.755   505.245    EM
     4 -0.54709391D+04   32.3526885    0.0058788    493.894   506.106    EM
     5 -0.54342563D+04   36.6827898    0.0067050    493.747   506.253    EM
     6 -0.53921638D+04   42.0924325    0.0077458    493.253   506.747    EM
     7 -0.53650809D+04   27.0829105    0.0050226    492.039   507.961    EM
     8 -0.53554886D+04    9.5923669    0.0017879    490.340   509.660    EM
     9 -0.53531141D+04    2.3744181    0.0004434    488.466   511.534    EM
    10 -0.53524076D+04    0.7065424    0.0001320    486.606   513.394    EM
    11 -0.53520191D+04    0.3884751    0.0000726    484.846   515.154    EM
    12 -0.53517166D+04    0.3025355    0.0000565    483.210   516.790    EM
    13 -0.53514590D+04    0.2575802    0.0000481    481.699   518.301    EM
    14 -0.53512345D+04    0.2245343    0.0000420    480.305   519.695    EM
    15 -0.53510363D+04    0.1981902    0.0000370    479.020   520.980    EM
    16 -0.53508593D+04    0.1769918    0.0000331    477.835   522.165    EM
    17 -0.53506992D+04    0.1600546    0.0000299    476.743   523.257    EM
    18 -0.53505526D+04    0.1466669    0.0000274    475.734   524.266    EM
    19 -0.53504164D+04    0.1362014    0.0000255    474.802   525.198    EM
    20 -0.53502883D+04    0.1281054    0.0000239    473.941   526.059    EM
    21 -0.53501664D+04    0.1219031    0.0000228    473.145   526.855    EM
    22 -0.53500492D+04    0.1171956    0.0000219    472.409   527.591    EM
    23 -0.53499355D+04    0.1136567    0.0000212    471.727   528.273    EM
    24 -0.53498245D+04    0.1110243    0.0000208    471.096   528.904    EM
    25 -0.53497154D+04    0.1090916    0.0000204    470.512   529.488    EM
    26 -0.53496077D+04    0.1076972    0.0000201    469.970   530.030    EM
    27 -0.53495010D+04    0.1067163    0.0000199    469.469   530.531    EM
    28 -0.53493949D+04    0.1060531    0.0000198    469.003   530.997    EM
    29 -0.53492893D+04    0.1056342    0.0000197    468.572   531.428    EM
    30 -0.53491839D+04    0.1054038    0.0000197    468.172   531.828    EM
    31 -0.53490786D+04    0.1053189    0.0000197    467.801   532.199    EM
    32 -0.53489732D+04    0.1053470    0.0000197    467.457   532.543    EM
    33 -0.53488678D+04    0.1054631    0.0000197    467.137   532.863    EM
    34 -0.53487621D+04    0.1056478    0.0000198    466.841   533.159    EM
    35 -0.53486562D+04    0.1058861    0.0000198    466.567   533.433    EM
    36 -0.53485501D+04    0.1061664    0.0000198    466.312   533.688    EM
    37 -0.53484436D+04    0.1064796    0.0000199    466.076   533.924    EM
    38 -0.53483368D+04    0.1068185    0.0000200    465.857   534.143    EM
    39 -0.53482296D+04    0.1071772    0.0000200    465.655   534.345    EM
    40 -0.53481220D+04    0.1075510    0.0000201    465.467   534.533    EM
    41 -0.53480141D+04    0.1079364    0.0000202    465.293   534.707    EM
    42 -0.53479058D+04    0.1083300    0.0000203    465.132   534.868    EM
    43 -0.53477970D+04    0.1087293    0.0000203    464.983   535.017    EM
    44 -0.53476879D+04    0.1091323    0.0000204    464.846   535.154    EM
    45 -0.53475784D+04    0.1095371    0.0000205    464.718   535.282    EM
    46 -0.53474684D+04    0.1099420    0.0000206    464.601   535.399    EM
    47 -0.53473581D+04    0.1103459    0.0000206    464.493   535.507    EM
    48 -0.53472473D+04    0.1107475    0.0000207    464.393   535.607    EM
    49 -0.53471362D+04    0.1111457    0.0000208    464.302   535.698    EM
    50 -0.53470246D+04    0.1115398    0.0000209    464.217   535.783    EM
    51 -0.53469127D+04    0.1119287    0.0000209    464.140   535.860    EM
    52 -0.53468004D+04    0.1123122    0.0000210    464.069   535.931    EM
    53 -0.53466877D+04    0.1126891    0.0000211    464.004   535.996    EM
    54 -0.53465747D+04    0.1130589    0.0000211    463.945   536.055    EM
    55 -0.53464612D+04    0.1134211    0.0000212    463.891   536.109    EM
    56 -0.53463475D+04    0.1137751    0.0000213    463.842   536.158    EM
    57 -0.53462333D+04    0.1141205    0.0000213    463.798   536.202    EM
    58 -0.53461189D+04    0.1144567    0.0000214    463.758   536.242    EM
    59 -0.53460041D+04    0.1147833    0.0000215    463.722   536.278    EM
    60 -0.53458890D+04    0.1150999    0.0000215    463.689   536.311    EM
    61 -0.53457736D+04    0.1154059    0.0000216    463.661   536.339    EM
    62 -0.53439130D+04    1.8606346    0.0003481    462.251   537.749    QN
    63 -0.53431058D+04    0.8071385    0.0001510    462.380   537.620    EM
    64 -0.53427908D+04    0.3149994    0.0000590    462.479   537.521    EM
    65 -0.53426170D+04    0.1738693    0.0000325    462.566   537.434    EM
    66 -0.53424822D+04    0.1347197    0.0000252    462.647   537.353    EM
    67 -0.53423584D+04    0.1237953    0.0000232    462.724   537.276    EM
    68 -0.53422379D+04    0.1204900    0.0000226    462.798   537.202    EM
    69 -0.53421187D+04    0.1192489    0.0000223    462.869   537.131    EM
    70 -0.53420001D+04    0.1185891    0.0000222    462.938   537.062    EM
    71 -0.53418820D+04    0.1181087    0.0000221    463.003   536.997    EM
    72 -0.53417643D+04    0.1176920    0.0000220    463.067   536.933    EM
    73 -0.53416470D+04    0.1173008    0.0000220    463.128   536.872    EM
    74 -0.53415301D+04    0.1169195    0.0000219    463.186   536.814    EM
    75 -0.53414135D+04    0.1165394    0.0000218    463.243   536.757    EM
    76 -0.53412974D+04    0.1161523    0.0000217    463.298   536.702    EM
    77 -0.53398596D+04    1.4377634    0.0002692    456.267   543.733    QN
    78 -0.53392574D+04    0.6022722    0.0001128    456.789   543.211    EM
    79 -0.53389435D+04    0.3138247    0.0000588    457.267   542.733    EM
    80 -0.53387251D+04    0.2184630    0.0000409    457.715   542.285    EM
    81 -0.53385490D+04    0.1760458    0.0000330    458.138   541.862    EM
    82 -0.53383967D+04    0.1523612    0.0000285    458.539   541.461    EM
    83 -0.53382597D+04    0.1369595    0.0000257    458.918   541.082    EM
    84 -0.53381336D+04    0.1260628    0.0000236    459.278   540.722    EM
    85 -0.53380157D+04    0.1179802    0.0000221    459.619   540.381    EM
    86 -0.53379039D+04    0.1117962    0.0000209    459.942   540.058    EM
    87 -0.53377969D+04    0.1069482    0.0000200    460.248   539.752    EM
    88 -0.53376939D+04    0.1030632    0.0000193    460.537   539.463    EM
    89 -0.53375940D+04    0.0998833    0.0000187    460.812   539.188    EM
    90 -0.53374967D+04    0.0972252    0.0000182    461.071   538.929    EM
    91 -0.53358761D+04    1.6206484    0.0003036    487.773   512.227    QN
    92 -0.53353044D+04    0.5717334    0.0001071    486.413   513.587    EM
    93 -0.53350780D+04    0.2263780    0.0000424    485.079   514.921    EM
    94 -0.53349479D+04    0.1300947    0.0000244    483.812   516.188    EM
    95 -0.53348536D+04    0.0943263    0.0000177    482.622   517.378    EM
    96 -0.53347754D+04    0.0782009    0.0000147    481.510   518.490    EM
    97 -0.53347059D+04    0.0694678    0.0000130    480.473   519.527    EM
    98 -0.53346420D+04    0.0639317    0.0000120    479.506   520.494    EM
    99 -0.53345820D+04    0.0599613    0.0000112    478.605   521.395    EM
   100 -0.53345251D+04    0.0568556    0.0000107    477.766   522.234    EM
   101 -0.53344709D+04    0.0542807    0.0000102    476.984   523.016    EM
   102 -0.53344188D+04    0.0520626    0.0000098    476.256   523.744    EM
   103 -0.53343687D+04    0.0501027    0.0000094    475.577   524.423    EM
   104 -0.53343204D+04    0.0483395    0.0000091    474.945   525.055    EM
   105 -0.53342736D+04    0.0467324    0.0000088    474.357   525.643    EM
   106 -0.53325696D+04    1.7040519    0.0003195    467.219   532.781    QN
   107 -0.53325528D+04    0.0168175    0.0000032    467.257   532.743    EM
   108 -0.53325485D+04    0.0042962    0.0000008    467.282   532.718    EM
   109 -0.53325471D+04    0.0013809    0.0000003    467.299   532.701    EM
   110 -0.53325465D+04    0.0006143    0.0000001    467.311   532.689    EM


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET




  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.54181258D+04    0.0000000    0.0000000    496.318   503.682    EM
     2 -0.54081443D+04    9.9814053    0.0018422    493.382   506.618    EM
     3 -0.53950067D+04   13.1376275    0.0024292    490.651   509.349    EM
     4 -0.53806714D+04   14.3353213    0.0026571    488.189   511.811    EM
     5 -0.53686206D+04   12.0507688    0.0022396    486.001   513.999    EM
     6 -0.53607803D+04    7.8402995    0.0014604    484.053   515.947    EM
     7 -0.53565289D+04    4.2514472    0.0007931    482.306   517.694    EM
     8 -0.53543518D+04    2.1770673    0.0004064    480.726   519.274    EM
     9 -0.53531573D+04    1.1945463    0.0002231    479.293   520.707    EM
    10 -0.53524106D+04    0.7466586    0.0001395    477.989   522.011    EM
    11 -0.53518864D+04    0.5242312    0.0000979    476.800   523.200    EM
    12 -0.53514886D+04    0.3977902    0.0000743    475.715   524.285    EM
    13 -0.53511714D+04    0.3171785    0.0000593    474.722   525.278    EM
    14 -0.53509095D+04    0.2618988    0.0000489    473.812   526.188    EM
    15 -0.53506871D+04    0.2223846    0.0000416    472.978   527.022    EM
    16 -0.53504937D+04    0.1934585    0.0000362    472.211   527.789    EM
    17 -0.53503217D+04    0.1719723    0.0000321    471.506   528.494    EM
    18 -0.53501658D+04    0.1558599    0.0000291    470.858   529.142    EM
    19 -0.53500221D+04    0.1437003    0.0000269    470.260   529.740    EM
    20 -0.53498876D+04    0.1344857    0.0000251    469.709   530.291    EM
    21 -0.53497602D+04    0.1274869    0.0000238    469.201   530.799    EM
    22 -0.53496380D+04    0.1221684    0.0000228    468.733   531.267    EM
    23 -0.53495199D+04    0.1181324    0.0000221    468.300   531.700    EM
    24 -0.53494048D+04    0.1150808    0.0000215    467.901   532.099    EM
    25 -0.53492920D+04    0.1127886    0.0000211    467.532   532.468    EM
    26 -0.53491809D+04    0.1110848    0.0000208    467.191   532.809    EM
    27 -0.53490711D+04    0.1098385    0.0000205    466.876   533.124    EM
    28 -0.53489621D+04    0.1089495    0.0000204    466.585   533.415    EM
    29 -0.53488538D+04    0.1083403    0.0000203    466.316   533.684    EM
    30 -0.53487458D+04    0.1079506    0.0000202    466.068   533.932    EM
    31 -0.53486381D+04    0.1077337    0.0000201    465.839   534.161    EM
    32 -0.53485304D+04    0.1076530    0.0000201    465.627   534.373    EM
    33 -0.53484228D+04    0.1076796    0.0000201    465.431   534.569    EM
    34 -0.53483150D+04    0.1077908    0.0000202    465.250   534.750    EM
    35 -0.53482070D+04    0.1079686    0.0000202    465.083   534.917    EM
    36 -0.53480988D+04    0.1081987    0.0000202    464.930   535.070    EM
    37 -0.53479903D+04    0.1084697    0.0000203    464.788   535.212    EM
    38 -0.53478816D+04    0.1087723    0.0000203    464.657   535.343    EM
    39 -0.53477725D+04    0.1090993    0.0000204    464.537   535.463    EM
    40 -0.53476630D+04    0.1094446    0.0000205    464.427   535.573    EM
    41 -0.53475532D+04    0.1098033    0.0000205    464.325   535.675    EM
    42 -0.53474430D+04    0.1101716    0.0000206    464.232   535.768    EM
    43 -0.53473325D+04    0.1105460    0.0000207    464.146   535.854    EM
    44 -0.53472216D+04    0.1109240    0.0000207    464.068   535.932    EM
    45 -0.53471103D+04    0.1113033    0.0000208    463.996   536.004    EM
    46 -0.53469986D+04    0.1116818    0.0000209    463.931   536.069    EM
    47 -0.53468865D+04    0.1120586    0.0000210    463.871   536.129    EM
    48 -0.53467741D+04    0.1124317    0.0000210    463.817   536.183    EM
    49 -0.53466613D+04    0.1128000    0.0000211    463.768   536.232    EM
    50 -0.53465481D+04    0.1131627    0.0000212    463.724   536.276    EM
    51 -0.53464346D+04    0.1135188    0.0000212    463.684   536.316    EM
    52 -0.53463207D+04    0.1138676    0.0000213    463.648   536.352    EM
    53 -0.53462065D+04    0.1142083    0.0000214    463.616   536.384    EM
    54 -0.53460920D+04    0.1145403    0.0000214    463.588   536.412    EM
    55 -0.53459771D+04    0.1148631    0.0000215    463.563   536.437    EM
    56 -0.53458620D+04    0.1151760    0.0000215    463.541   536.459    EM
    57 -0.53457465D+04    0.1154787    0.0000216    463.521   536.479    EM
    58 -0.53456307D+04    0.1157706    0.0000217    463.505   536.495    EM
    59 -0.53455147D+04    0.1160512    0.0000217    463.491   536.509    EM
    60 -0.53453983D+04    0.1163203    0.0000218    463.480   536.520    EM
    61 -0.53452818D+04    0.1165773    0.0000218    463.470   536.530    EM
    62 -0.53437675D+04    1.5142985    0.0002833    462.234   537.766    QN
    63 -0.53430245D+04    0.7429702    0.0001390    462.360   537.640    EM
    64 -0.53427288D+04    0.2956683    0.0000553    462.459   537.541    EM
    65 -0.53425605D+04    0.1683142    0.0000315    462.547   537.453    EM
    66 -0.53424274D+04    0.1330932    0.0000249    462.629   537.371    EM
    67 -0.53423042D+04    0.1232497    0.0000231    462.708   537.292    EM
    68 -0.53421839D+04    0.1202412    0.0000225    462.784   537.216    EM
    69 -0.53420648D+04    0.1190835    0.0000223    462.857   537.143    EM
    70 -0.53419464D+04    0.1184475    0.0000222    462.926   537.074    EM
    71 -0.53418284D+04    0.1179728    0.0000221    462.993   537.007    EM
    72 -0.53417109D+04    0.1175551    0.0000220    463.058   536.942    EM
    73 -0.53415937D+04    0.1171601    0.0000219    463.120   536.880    EM
    74 -0.53414769D+04    0.1167731    0.0000219    463.180   536.820    EM
    75 -0.53413606D+04    0.1163834    0.0000218    463.238   536.762    EM
    76 -0.53412446D+04    0.1159919    0.0000217    463.294   536.706    EM
    77 -0.53398818D+04    1.3627409    0.0002551    456.537   543.463    QN
    78 -0.53393094D+04    0.5724473    0.0001072    457.039   542.961    EM
    79 -0.53390049D+04    0.3045168    0.0000570    457.499   542.501    EM
    80 -0.53387897D+04    0.2151329    0.0000403    457.930   542.070    EM
    81 -0.53386150D+04    0.1747017    0.0000327    458.338   541.662    EM
    82 -0.53384632D+04    0.1518105    0.0000284    458.724   541.276    EM
    83 -0.53383264D+04    0.1368033    0.0000256    459.091   540.909    EM
    84 -0.53382003D+04    0.1261408    0.0000236    459.438   540.562    EM
    85 -0.53380821D+04    0.1182134    0.0000221    459.767   540.233    EM
    86 -0.53379699D+04    0.1121392    0.0000210    460.079   539.921    EM
    87 -0.53378625D+04    0.1073718    0.0000201    460.375   539.625    EM
    88 -0.53377590D+04    0.1035477    0.0000194    460.655   539.345    EM
    89 -0.53376586D+04    0.1004147    0.0000188    460.921   539.079    EM
    90 -0.53375608D+04    0.0977927    0.0000183    461.172   538.828    EM
    91 -0.53330458D+04    4.5149943    0.0008459    464.274   535.726    QN
    92 -0.53329694D+04    0.0763848    0.0000143    464.454   535.546    EM
    93 -0.53329359D+04    0.0335400    0.0000063    464.618   535.382    EM
    94 -0.53329152D+04    0.0206558    0.0000039    464.770   535.230    EM
    95 -0.53329001D+04    0.0151154    0.0000028    464.913   535.087    EM
    96 -0.53328876D+04    0.0124889    0.0000023    465.046   534.954    EM
    97 -0.53328765D+04    0.0111054    0.0000021    465.171   534.829    EM
    98 -0.53328662D+04    0.0102835    0.0000019    465.287   534.713    EM
    99 -0.53328565D+04    0.0097295    0.0000018    465.396   534.604    EM
   100 -0.53328472D+04    0.0093109    0.0000017    465.498   534.502    EM
   101 -0.53328382D+04    0.0089658    0.0000017    465.593   534.407    EM
   102 -0.53328295D+04    0.0086639    0.0000016    465.683   534.317    EM
   103 -0.53328212D+04    0.0083896    0.0000016    465.766   534.234    EM
   104 -0.53328130D+04    0.0081344    0.0000015    465.845   534.155    EM
   105 -0.53328051D+04    0.0078937    0.0000015    465.919   534.081    EM
   106 -0.53325672D+04    0.2379451    0.0000446    469.331   530.669    QN
   107 -0.53325527D+04    0.0144884    0.0000027    469.226   530.774    EM
   108 -0.53325478D+04    0.0049253    0.0000009    469.118   530.882    EM
   109 -0.53325457D+04    0.0020451    0.0000004    469.014   530.986    EM
   110 -0.53325447D+04    0.0009934    0.0000002    468.914   531.086    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16




  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.74430446D+04    0.0000000    0.0000000    426.220   573.780    EM
     2 -0.56144827D+04 1828.5619236    0.2456739    576.854   423.146    EM
     3 -0.54210253D+04  193.4573620    0.0344568    577.216   422.784    EM
     4 -0.53835915D+04   37.4338105    0.0069053    575.087   424.913    EM
     5 -0.53701133D+04   13.4782319    0.0025036    573.839   426.161    EM
     6 -0.53627999D+04    7.3134206    0.0013619    572.524   427.476    EM
     7 -0.53585826D+04    4.2172766    0.0007864    570.973   429.027    EM
     8 -0.53560819D+04    2.5007344    0.0004667    569.273   430.727    EM
     9 -0.53545614D+04    1.5204696    0.0002839    567.521   432.479    EM
    10 -0.53536022D+04    0.9591954    0.0001791    565.779   434.221    EM
    11 -0.53529647D+04    0.6375511    0.0001191    564.086   435.914    EM
    12 -0.53525139D+04    0.4507389    0.0000842    562.462   437.538    EM
    13 -0.53521750D+04    0.3389658    0.0000633    560.917   439.083    EM
    14 -0.53519057D+04    0.2692295    0.0000503    559.455   440.545    EM
    15 -0.53516821D+04    0.2236490    0.0000418    558.076   441.924    EM
    16 -0.53514896D+04    0.1925143    0.0000360    556.779   443.221    EM
    17 -0.53513191D+04    0.1704372    0.0000318    555.560   444.440    EM
    18 -0.53511648D+04    0.1543172    0.0000288    554.415   445.585    EM
    19 -0.53510225D+04    0.1422869    0.0000266    553.342   446.658    EM
    20 -0.53508894D+04    0.1331668    0.0000249    552.335   447.665    EM
    21 -0.53507632D+04    0.1261771    0.0000236    551.391   448.609    EM
    22 -0.53506424D+04    0.1207817    0.0000226    550.506   449.494    EM
    23 -0.53505258D+04    0.1166001    0.0000218    549.676   450.324    EM
    24 -0.53504124D+04    0.1133548    0.0000212    548.899   451.101    EM
    25 -0.53503016D+04    0.1108400    0.0000207    548.169   451.831    EM
    26 -0.53501927D+04    0.1089000    0.0000204    547.486   452.514    EM
    27 -0.53500853D+04    0.1074157    0.0000201    546.845   453.155    EM
    28 -0.53499790D+04    0.1062952    0.0000199    546.244   453.756    EM
    29 -0.53498735D+04    0.1054666    0.0000197    545.680   454.320    EM
    30 -0.53497686D+04    0.1048734    0.0000196    545.151   454.849    EM
    31 -0.53496642D+04    0.1044709    0.0000195    544.655   455.345    EM
    32 -0.53495600D+04    0.1042235    0.0000195    544.190   455.810    EM
    33 -0.53494559D+04    0.1041025    0.0000195    543.753   456.247    EM
    34 -0.53493518D+04    0.1040850    0.0000195    543.343   456.657    EM
    35 -0.53492476D+04    0.1041521    0.0000195    542.958   457.042    EM
    36 -0.53491433D+04    0.1042887    0.0000195    542.597   457.403    EM
    37 -0.53490388D+04    0.1044824    0.0000195    542.258   457.742    EM
    38 -0.53489341D+04    0.1047228    0.0000196    541.939   458.061    EM
    39 -0.53488291D+04    0.1050016    0.0000196    541.639   458.361    EM
    40 -0.53487238D+04    0.1053117    0.0000197    541.358   458.642    EM
    41 -0.53486182D+04    0.1056472    0.0000198    541.093   458.907    EM
    42 -0.53485122D+04    0.1060034    0.0000198    540.844   459.156    EM
    43 -0.53484058D+04    0.1063761    0.0000199    540.610   459.390    EM
    44 -0.53482990D+04    0.1067618    0.0000200    540.390   459.610    EM
    45 -0.53481919D+04    0.1071576    0.0000200    540.182   459.818    EM
    46 -0.53480843D+04    0.1075610    0.0000201    539.987   460.013    EM
    47 -0.53479763D+04    0.1079697    0.0000202    539.803   460.197    EM
    48 -0.53478679D+04    0.1083821    0.0000203    539.630   460.370    EM
    49 -0.53477592D+04    0.1087960    0.0000203    539.466   460.534    EM
    50 -0.53476499D+04    0.1092111    0.0000204    539.312   460.688    EM
    51 -0.53475403D+04    0.1096251    0.0000205    539.166   460.834    EM
    52 -0.53474303D+04    0.1100374    0.0000206    539.029   460.971    EM
    53 -0.53473198D+04    0.1104469    0.0000207    538.899   461.101    EM
    54 -0.53472090D+04    0.1108527    0.0000207    538.776   461.224    EM
    55 -0.53470977D+04    0.1112540    0.0000208    538.660   461.340    EM
    56 -0.53469861D+04    0.1116502    0.0000209    538.550   461.450    EM
    57 -0.53468740D+04    0.1120405    0.0000210    538.446   461.554    EM
    58 -0.53467616D+04    0.1124243    0.0000210    538.347   461.653    EM
    59 -0.53466488D+04    0.1128011    0.0000211    538.254   461.746    EM
    60 -0.53465356D+04    0.1131703    0.0000212    538.165   461.835    EM
    61 -0.53464221D+04    0.1135314    0.0000212    538.080   461.920    EM
    62 -0.53463082D+04    0.1138840    0.0000213    538.000   462.000    EM
    63 -0.53461940D+04    0.1142275    0.0000214    537.923   462.077    EM
    64 -0.53460794D+04    0.1145616    0.0000214    537.850   462.150    EM
    65 -0.53459645D+04    0.1148857    0.0000215    537.781   462.219    EM
    66 -0.53445081D+04    1.4564968    0.0002724    538.908   461.092    QN
    67 -0.53437752D+04    0.7328083    0.0001371    538.718   461.282    EM
    68 -0.53434815D+04    0.2937510    0.0000550    538.558   461.442    EM
    69 -0.53433131D+04    0.1684011    0.0000315    538.413   461.587    EM
    70 -0.53431794D+04    0.1336662    0.0000250    538.277   461.723    EM
    71 -0.53430554D+04    0.1239958    0.0000232    538.148   461.852    EM
    72 -0.53429343D+04    0.1211066    0.0000227    538.026   461.974    EM
    73 -0.53428143D+04    0.1200624    0.0000225    537.909   462.091    EM
    74 -0.53426947D+04    0.1195414    0.0000224    537.799   462.201    EM
    75 -0.53425755D+04    0.1191833    0.0000223    537.694   462.306    EM
    76 -0.53424567D+04    0.1188839    0.0000223    537.594   462.406    EM
    77 -0.53423380D+04    0.1186084    0.0000222    537.499   462.501    EM
    78 -0.53422197D+04    0.1183423    0.0000222    537.408   462.592    EM
    79 -0.53421016D+04    0.1180776    0.0000221    537.322   462.678    EM
    80 -0.53419838D+04    0.1178091    0.0000221    537.239   462.761    EM
    81 -0.53406033D+04    1.3804931    0.0002584    543.384   456.616    QN
    82 -0.53400110D+04    0.5922958    0.0001109    542.902   457.098    EM
    83 -0.53396955D+04    0.3154759    0.0000591    542.458   457.542    EM
    84 -0.53394724D+04    0.2231273    0.0000418    542.041   457.959    EM
    85 -0.53392907D+04    0.1816802    0.0000340    541.647   458.353    EM
    86 -0.53391324D+04    0.1583893    0.0000297    541.273   458.727    EM
    87 -0.53389892D+04    0.1431910    0.0000268    540.918   459.082    EM
    88 -0.53388567D+04    0.1324229    0.0000248    540.581   459.419    EM
    89 -0.53387323D+04    0.1244346    0.0000233    540.261   459.739    EM
    90 -0.53386140D+04    0.1183280    0.0000222    539.959   460.041    EM
    91 -0.53385004D+04    0.1135488    0.0000213    539.671   460.329    EM
    92 -0.53383907D+04    0.1097271    0.0000206    539.399   460.601    EM
    93 -0.53382841D+04    0.1066106    0.0000200    539.141   460.859    EM
    94 -0.53381801D+04    0.1040138    0.0000195    538.896   461.104    EM
    95 -0.53334020D+04    4.7781245    0.0008951    537.196   462.804    QN
    96 -0.53333260D+04    0.0759961    0.0000142    536.931   463.069    EM
    97 -0.53332875D+04    0.0384958    0.0000072    536.694   463.306    EM
    98 -0.53332598D+04    0.0276914    0.0000052    536.475   463.525    EM
    99 -0.53332369D+04    0.0229113    0.0000043    536.271   463.729    EM
   100 -0.53332163D+04    0.0205572    0.0000039    536.080   463.920    EM
   101 -0.53331971D+04    0.0192344    0.0000036    535.901   464.099    EM
   102 -0.53331787D+04    0.0183687    0.0000034    535.733   464.267    EM
   103 -0.53331610D+04    0.0177146    0.0000033    535.576   464.424    EM
   104 -0.53331438D+04    0.0171646    0.0000032    535.429   464.571    EM
   105 -0.53331271D+04    0.0166702    0.0000031    535.290   464.710    EM
   106 -0.53331109D+04    0.0162089    0.0000030    535.161   464.839    EM
   107 -0.53330952D+04    0.0157700    0.0000030    535.039   464.961    EM
   108 -0.53330798D+04    0.0153480    0.0000029    534.924   465.076    EM
   109 -0.53326258D+04    0.4539834    0.0000851    527.908   472.092    QN
   110 -0.53325808D+04    0.0450685    0.0000085    528.187   471.813    EM
   111 -0.53325661D+04    0.0146219    0.0000027    528.463   471.537    EM
   112 -0.53325603D+04    0.0058726    0.0000011    528.726   471.274    EM
   113 -0.53325574D+04    0.0028846    0.0000005    528.976   471.024    EM
   114 -0.53325556D+04    0.0017507    0.0000003    529.210   470.790    EM
   115 -0.53325544D+04    0.0012632    0.0000002    529.429   470.571    EM
   116 -0.53325534D+04    0.0010207    0.0000002    529.635   470.365    EM
   117 -0.53325525D+04    0.0008796    0.0000002    529.827   470.173    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5




  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.77983320D+04    0.0000000    0.0000000    750.701   249.299    EM
     2 -0.55463154D+04 2252.0165994    0.2887818    682.686   317.314    EM
     3 -0.54360717D+04  110.2436726    0.0198769    650.144   349.856    EM
     4 -0.53905113D+04   45.5604257    0.0083811    630.748   369.252    EM
     5 -0.53711691D+04   19.3421531    0.0035882    617.098   382.902    EM
     6 -0.53636646D+04    7.5045498    0.0013972    606.438   393.562    EM
     7 -0.53599370D+04    3.7275348    0.0006950    597.197   402.803    EM
     8 -0.53573891D+04    2.5479367    0.0004754    588.713   411.287    EM
     9 -0.53553875D+04    2.0015627    0.0003736    580.757   419.243    EM
    10 -0.53537609D+04    1.6265864    0.0003037    573.257   426.743    EM
    11 -0.53524343D+04    1.3266661    0.0002478    566.188   433.812    EM
    12 -0.53513531D+04    1.0811642    0.0002020    559.537   440.463    EM
    13 -0.53504697D+04    0.8834221    0.0001651    553.291   446.709    EM
    14 -0.53497420D+04    0.7277106    0.0001360    547.434   452.566    EM
    15 -0.53491348D+04    0.6072088    0.0001135    541.950   458.050    EM
    16 -0.53486200D+04    0.5147225    0.0000962    536.818   463.182    EM
    17 -0.53481764D+04    0.4436529    0.0000829    532.019   467.981    EM
    18 -0.53477879D+04    0.3885432    0.0000726    527.532   472.468    EM
    19 -0.53474427D+04    0.3451943    0.0000645    523.339   476.661    EM
    20 -0.53471321D+04    0.3105242    0.0000581    519.421   480.579    EM
    21 -0.53468498D+04    0.2823320    0.0000528    515.759   484.241    EM
    22 -0.53465907D+04    0.2590635    0.0000485    512.338   487.662    EM
    23 -0.53463511D+04    0.2396179    0.0000448    509.141   490.859    EM
    24 -0.53461279D+04    0.2232050    0.0000417    506.155   493.845    EM
    25 -0.53459187D+04    0.2092456    0.0000391    503.364   496.636    EM
    26 -0.53457214D+04    0.1973042    0.0000369    500.757   499.243    EM
    27 -0.53455343D+04    0.1870446    0.0000350    498.320   501.680    EM
    28 -0.53453561D+04    0.1782011    0.0000333    496.044   503.956    EM
    29 -0.53451856D+04    0.1705594    0.0000319    493.918   506.082    EM
    30 -0.53450216D+04    0.1639431    0.0000307    491.931   508.069    EM
    31 -0.53448634D+04    0.1582057    0.0000296    490.075   509.925    EM
    32 -0.53447102D+04    0.1532238    0.0000287    488.341   511.659    EM
    33 -0.53445613D+04    0.1488926    0.0000279    486.721   513.279    EM
    34 -0.53444162D+04    0.1451230    0.0000272    485.209   514.791    EM
    35 -0.53442743D+04    0.1418383    0.0000265    483.796   516.204    EM
    36 -0.53441354D+04    0.1389726    0.0000260    482.477   517.523    EM
    37 -0.53439989D+04    0.1364690    0.0000255    481.245   518.755    EM
    38 -0.53438646D+04    0.1342781    0.0000251    480.094   519.906    EM
    39 -0.53437323D+04    0.1323574    0.0000248    479.021   520.979    EM
    40 -0.53436016D+04    0.1306698    0.0000245    478.018   521.982    EM
    41 -0.53434724D+04    0.1291829    0.0000242    477.083   522.917    EM
    42 -0.53433445D+04    0.1278688    0.0000239    476.209   523.791    EM
    43 -0.53432178D+04    0.1267029    0.0000237    475.395   524.605    EM
    44 -0.53430922D+04    0.1256640    0.0000235    474.635   525.365    EM
    45 -0.53429674D+04    0.1247334    0.0000233    473.926   526.074    EM
    46 -0.53428435D+04    0.1238948    0.0000232    473.264   526.736    EM
    47 -0.53427204D+04    0.1231341    0.0000230    472.648   527.352    EM
    48 -0.53425980D+04    0.1224389    0.0000229    472.073   527.927    EM
    49 -0.53424762D+04    0.1217983    0.0000228    471.537   528.463    EM
    50 -0.53423550D+04    0.1212028    0.0000227    471.038   528.962    EM
    51 -0.53422343D+04    0.1206439    0.0000226    470.573   529.427    EM
    52 -0.53421142D+04    0.1201151    0.0000225    470.140   529.860    EM
    53 -0.53419946D+04    0.1196092    0.0000224    469.736   530.264    EM
    54 -0.53418755D+04    0.1191211    0.0000223    469.361   530.639    EM
    55 -0.53417568D+04    0.1186457    0.0000222    469.012   530.988    EM
    56 -0.53416387D+04    0.1181790    0.0000221    468.687   531.313    EM
    57 -0.53415209D+04    0.1177172    0.0000220    468.385   531.615    EM
    58 -0.53414037D+04    0.1172541    0.0000220    468.104   531.896    EM
    59 -0.53412869D+04    0.1167928    0.0000219    467.843   532.157    EM
    60 -0.53411706D+04    0.1163279    0.0000218    467.601   532.399    EM
    61 -0.53393529D+04    1.8176966    0.0003403    465.656   534.344    QN
    62 -0.53386299D+04    0.7230017    0.0001354    465.632   534.368    EM
    63 -0.53383587D+04    0.2711950    0.0000508    465.584   534.416    EM
    64 -0.53382132D+04    0.1454436    0.0000272    465.531   534.469    EM
    65 -0.53381022D+04    0.1110247    0.0000208    465.481   534.519    EM
    66 -0.53380011D+04    0.1010925    0.0000189    465.435   534.565    EM
    67 -0.53379035D+04    0.0975978    0.0000183    465.395   534.605    EM
    68 -0.53378077D+04    0.0958147    0.0000179    465.358   534.642    EM
    69 -0.53377132D+04    0.0945127    0.0000177    465.326   534.674    EM
    70 -0.53376198D+04    0.0933643    0.0000175    465.299   534.701    EM
    71 -0.53375275D+04    0.0922761    0.0000173    465.274   534.726    EM
    72 -0.53374363D+04    0.0912168    0.0000171    465.254   534.746    EM
    73 -0.53373462D+04    0.0901735    0.0000169    465.236   534.764    EM
    74 -0.53372570D+04    0.0891392    0.0000167    465.222   534.778    EM
    75 -0.53371689D+04    0.0881095    0.0000165    465.210   534.790    EM
    76 -0.53359876D+04    1.1812860    0.0002213    457.116   542.884    QN
    77 -0.53355761D+04    0.4115067    0.0000771    457.665   542.335    EM
    78 -0.53353644D+04    0.2117328    0.0000397    458.160   541.840    EM
    79 -0.53352197D+04    0.1446754    0.0000271    458.620   541.380    EM
    80 -0.53351065D+04    0.1131622    0.0000212    459.053   540.947    EM
    81 -0.53350117D+04    0.0948005    0.0000178    459.462   540.538    EM
    82 -0.53349291D+04    0.0826269    0.0000155    459.849   540.151    EM
    83 -0.53348551D+04    0.0739688    0.0000139    460.215   539.785    EM
    84 -0.53347876D+04    0.0675498    0.0000127    460.562   539.438    EM
    85 -0.53347249D+04    0.0626484    0.0000117    460.890   539.110    EM
    86 -0.53346661D+04    0.0588119    0.0000110    461.200   538.800    EM
    87 -0.53346104D+04    0.0557388    0.0000104    461.493   538.507    EM
    88 -0.53345572D+04    0.0532211    0.0000100    461.770   538.230    EM
    89 -0.53345061D+04    0.0511122    0.0000096    462.032   537.968    EM
    90 -0.53344568D+04    0.0493069    0.0000092    462.279   537.721    EM
    91 -0.53336258D+04    0.8309674    0.0001558    487.947   512.053    QN
    92 -0.53334265D+04    0.1993235    0.0000374    486.625   513.375    EM
    93 -0.53333404D+04    0.0860934    0.0000161    485.333   514.667    EM
    94 -0.53332858D+04    0.0545881    0.0000102    484.105   515.895    EM
    95 -0.53332441D+04    0.0416372    0.0000078    482.952   517.048    EM
    96 -0.53332093D+04    0.0348236    0.0000065    481.873   518.127    EM
    97 -0.53328473D+04    0.3619741    0.0000679    466.030   533.970    FS
    98 -0.53325464D+04    0.3009314    0.0000564    465.736   534.264    FS
    99 -0.53325371D+04    0.0093262    0.0000017    467.318   532.682    FS
   100 -0.53325363D+04    0.0007588    0.0000001    467.496   532.504    FS


     Beginning Time:  22:57:05
        Ending Time:  22:57:18
       Elapsed Time:  00:00:13



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