Mplus VERSION 8.8
MUTHEN & MUTHEN
04/19/2022  11:13 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of a factor (IRT)
  		mixture analysis with binary latent class
  		and factor indicators
  DATA:		FILE = ex7.27.dat;
  VARIABLE:	NAMES = u1-u8;
  	CATEGORICAL = u1-u8;
  	CLASSES = c (2);
  ANALYSIS:	TYPE = MIXTURE;
  	ALGORITHM = INTEGRATION;
  	STARTS = 50 5;
  MODEL:	%OVERALL%
  	f BY u1-u8;
  	[f@0];	
  	%c#1%
  	f BY u1@1 u2-u8;
  	f;
  	[u1$1-u8$1];
  	%c#2%
  	f BY u1@1 u2-u8;
  	f;
  	[u1$1-u8$1];
  OUTPUT:	TECH1 TECH8;



INPUT READING TERMINATED NORMALLY



this is an example of a factor (IRT)
mixture analysis with binary latent class
and factor indicators

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        2000

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                         50
  Number of final stage optimizations                            5
  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)
  ex7.27.dat
Input data format  FREE


UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    U1
      Category 1    0.495          991.000
      Category 2    0.504         1009.000
    U2
      Category 1    0.475          950.000
      Category 2    0.525         1050.000
    U3
      Category 1    0.464          928.000
      Category 2    0.536         1072.000
    U4
      Category 1    0.461          922.000
      Category 2    0.539         1078.000
    U5
      Category 1    0.489          979.000
      Category 2    0.510         1021.000
    U6
      Category 1    0.477          955.000
      Category 2    0.522         1045.000
    U7
      Category 1    0.476          953.000
      Category 2    0.523         1047.000
    U8
      Category 1    0.476          953.000
      Category 2    0.523         1047.000


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:

           -8193.989  127215           9
           -8193.991  939021           8
           -8193.992  246261           38
           -8194.097  120506           45
           -8194.098  153942           31



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                       33

Loglikelihood

          H0 Value                       -8193.989
          H0 Scaling Correction Factor      1.0034
            for MLR

Information Criteria

          Akaike (AIC)                   16453.979
          Bayesian (BIC)                 16638.808
          Sample-Size Adjusted BIC       16533.966
            (n* = (n + 2) / 24)

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

          Pearson Chi-Square

          Value                            221.738
          Degrees of Freedom                   222
          P-Value                           0.4923

          Likelihood Ratio Chi-Square

          Value                            227.347
          Degrees of Freedom                   222
          P-Value                           0.3885



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

    Latent
   Classes

       1        981.41069          0.49071
       2       1018.58931          0.50929


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

    Latent
   Classes

       1        981.41069          0.49071
       2       1018.58931          0.50929


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

Class Counts and Proportions

    Latent
   Classes

       1             1005          0.50250
       2              995          0.49750


CLASSIFICATION QUALITY

     Entropy                         0.935


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

           1        2

    1   0.967    0.033
    2   0.010    0.990


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

           1        2

    1   0.990    0.010
    2   0.032    0.968


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

              1        2

    1      4.627    0.000
    2     -3.394    0.000


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                 1.213      0.227      5.348      0.000
    U3                 1.288      0.268      4.812      0.000
    U4                 0.931      0.169      5.510      0.000
    U5                 0.713      0.159      4.474      0.000
    U6                 0.592      0.141      4.189      0.000
    U7                 0.592      0.146      4.047      0.000
    U8                 0.726      0.166      4.361      0.000

 Means
    F                  0.000      0.000    999.000    999.000

 Thresholds
    U1$1               1.960      0.153     12.849      0.000
    U2$1               2.353      0.205     11.468      0.000
    U3$1               2.178      0.208     10.464      0.000
    U4$1               1.792      0.141     12.717      0.000
    U5$1              -2.022      0.151    -13.361      0.000
    U6$1              -2.087      0.139    -15.019      0.000
    U7$1              -1.989      0.144    -13.848      0.000
    U8$1              -2.145      0.161    -13.320      0.000

 Variances
    F                  2.219      0.594      3.734      0.000

Latent Class 2

 F        BY
    U1                 1.000      0.000    999.000    999.000
    U2                 0.496      0.140      3.552      0.000
    U3                 0.358      0.120      2.990      0.003
    U4                 0.418      0.127      3.286      0.001
    U5                 0.855      0.206      4.148      0.000
    U6                 0.867      0.224      3.874      0.000
    U7                 0.957      0.208      4.591      0.000
    U8                 0.830      0.195      4.262      0.000

 Means
    F                  0.000      0.000    999.000    999.000

 Thresholds
    U1$1              -2.057      0.220     -9.352      0.000
    U2$1              -2.078      0.134    -15.480      0.000
    U3$1              -1.938      0.115    -16.809      0.000
    U4$1              -1.968      0.124    -15.853      0.000
    U5$1               1.961      0.153     12.841      0.000
    U6$1               1.928      0.155     12.414      0.000
    U7$1               1.912      0.163     11.723      0.000
    U8$1               1.828      0.141     12.945      0.000

 Variances
    F                  2.824      1.013      2.787      0.005

Categorical Latent Variables

 Means
    C#1               -0.037      0.048     -0.782      0.434


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.720E-02
       (ratio of smallest to largest eigenvalue)


RESULTS IN PROBABILITY SCALE

                    Estimate

Latent Class 1

 U1
    Category 1         0.806
    Category 2         0.194
 U2
    Category 1         0.826
    Category 2         0.174
 U3
    Category 1         0.800
    Category 2         0.200
 U4
    Category 1         0.792
    Category 2         0.208
 U5
    Category 1         0.157
    Category 2         0.843
 U6
    Category 1         0.138
    Category 2         0.862
 U7
    Category 1         0.149
    Category 2         0.851
 U8
    Category 1         0.144
    Category 2         0.856

Latent Class 2

 U1
    Category 1         0.196
    Category 2         0.804
 U2
    Category 1         0.137
    Category 2         0.863
 U3
    Category 1         0.140
    Category 2         0.860
 U4
    Category 1         0.142
    Category 2         0.858
 U5
    Category 1         0.810
    Category 2         0.190
 U6
    Category 1         0.804
    Category 2         0.196
 U7
    Category 1         0.792
    Category 2         0.208
 U8
    Category 1         0.797
    Category 2         0.203


IRT PARAMETERIZATION

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

Latent Class 1

 Item Discriminations

 F        BY
    U1                 1.490      0.199      7.467      0.000
    U2                 1.807      0.256      7.059      0.000
    U3                 1.919      0.277      6.915      0.000
    U4                 1.387      0.192      7.207      0.000
    U5                 1.063      0.194      5.489      0.000
    U6                 0.881      0.172      5.123      0.000
    U7                 0.882      0.191      4.623      0.000
    U8                 1.081      0.198      5.454      0.000

 Means
    F                  0.000      0.000      0.000      1.000

 Item Difficulties
    U1                 1.316      0.135      9.775      0.000
    U2                 1.302      0.122     10.651      0.000
    U3                 1.135      0.104     10.876      0.000
    U4                 1.292      0.139      9.273      0.000
    U5                -1.902      0.263     -7.234      0.000
    U6                -2.368      0.379     -6.248      0.000
    U7                -2.256      0.391     -5.765      0.000
    U8                -1.985      0.273     -7.282      0.000

 Variances
    F                  1.000      0.000      0.000      1.000

Latent Class 2

 Item Discriminations

 F        BY
    U1                 1.680      0.301      5.574      0.000
    U2                 0.833      0.168      4.947      0.000
    U3                 0.602      0.158      3.803      0.000
    U4                 0.702      0.168      4.175      0.000
    U5                 1.437      0.213      6.745      0.000
    U6                 1.458      0.226      6.454      0.000
    U7                 1.608      0.219      7.357      0.000
    U8                 1.395      0.189      7.362      0.000

 Means
    F                  0.000      0.000      0.000      1.000

 Item Difficulties
    U1                -1.224      0.127     -9.653      0.000
    U2                -2.494      0.419     -5.947      0.000
    U3                -3.220      0.763     -4.219      0.000
    U4                -2.804      0.582     -4.816      0.000
    U5                 1.365      0.152      8.992      0.000
    U6                 1.323      0.152      8.685      0.000
    U7                 1.189      0.113     10.528      0.000
    U8                 1.310      0.137      9.579      0.000

 Variances
    F                  1.000      0.000      0.000      1.000


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS 1


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


           NU
              U6            U7            U8
              ________      ________      ________
                    0             0             0


           LAMBDA
              F
              ________
 U1                 0
 U2                 1
 U3                 2
 U4                 3
 U5                 4
 U6                 5
 U7                 6
 U8                 7


           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
              ________
                    0


           BETA
              F
              ________
 F                  0


           PSI
              F
              ________
 F                  8


     PARAMETER SPECIFICATION FOR LATENT CLASS 2


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


           NU
              U6            U7            U8
              ________      ________      ________
                    0             0             0


           LAMBDA
              F
              ________
 U1                 0
 U2                 9
 U3                10
 U4                11
 U5                12
 U6                13
 U7                14
 U8                15


           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
              ________
                    0


           BETA
              F
              ________
 F                  0


           PSI
              F
              ________
 F                 16


     PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART


           TAU(U) FOR LATENT CLASS 1
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
                   17            18            19            20            21


           TAU(U) FOR LATENT CLASS 1
              U6$1          U7$1          U8$1
              ________      ________      ________
                   22            23            24


           TAU(U) FOR LATENT CLASS 2
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
                   25            26            27            28            29


           TAU(U) FOR LATENT CLASS 2
              U6$1          U7$1          U8$1
              ________      ________      ________
                   30            31            32


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C#1           C#2
              ________      ________
                   33             0


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


     STARTING VALUES FOR LATENT CLASS 1


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


           NU
              U6            U7            U8
              ________      ________      ________
                0.000         0.000         0.000


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


           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
              ________
                0.000


           BETA
              F
              ________
 F              0.000


           PSI
              F
              ________
 F              0.050


     STARTING VALUES FOR LATENT CLASS 2


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


           NU
              U6            U7            U8
              ________      ________      ________
                0.000         0.000         0.000


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


           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
              ________
                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
              ________      ________      ________      ________      ________
               -1.018        -1.100        -1.144        -1.156        -1.042


           TAU(U) FOR LATENT CLASS 1
              U6$1          U7$1          U8$1
              ________      ________      ________
               -1.090        -1.094        -1.094


           TAU(U) FOR LATENT CLASS 2
              U1$1          U2$1          U3$1          U4$1          U5$1
              ________      ________      ________      ________      ________
                0.982         0.900         0.856         0.844         0.958


           TAU(U) FOR LATENT CLASS 2
              U6$1          U7$1          U8$1
              ________      ________      ________
                0.910         0.906         0.906


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


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


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.11569648D+05    0.0000000    0.0000000  EM
              2 -0.11089471D+05  480.1766230    0.0415031  EM
              3 -0.11062644D+05   26.8270321    0.0024191  EM
              4 -0.11022997D+05   39.6468874    0.0035839  EM
              5 -0.10706789D+05  316.2087438    0.0286863  EM
              6 -0.95209564D+04 1185.8321687    0.1107552  EM
              7 -0.88176967D+04  703.2596810    0.0738644  EM
              8 -0.85956519D+04  222.0448667    0.0251817  EM
              9 -0.84985931D+04   97.0587884    0.0112916  EM
             10 -0.84428338D+04   55.7593137    0.0065610  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.16736717D+05    0.0000000    0.0000000  EM
              2 -0.93306415D+04 7406.0756484    0.4425047  EM
              3 -0.87258604D+04  604.7811359    0.0648167  EM
              4 -0.85791666D+04  146.6938275    0.0168114  EM
              5 -0.85104554D+04   68.7111033    0.0080091  EM
              6 -0.84662875D+04   44.1679798    0.0051898  EM
              7 -0.84298849D+04   36.4025718    0.0042997  EM
              8 -0.84023108D+04   27.5740924    0.0032710  EM
              9 -0.83817349D+04   20.5758654    0.0024488  EM
             10 -0.83656203D+04   16.1146672    0.0019226  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.16953588D+05    0.0000000    0.0000000  EM
              2 -0.10730433D+05 6223.1551609    0.3670701  EM
              3 -0.97109313D+04 1019.5016413    0.0950103  EM
              4 -0.88445570D+04  866.3743319    0.0892164  EM
              5 -0.86198429D+04  224.7141286    0.0254071  EM
              6 -0.84792670D+04  140.5758218    0.0163084  EM
              7 -0.84224798D+04   56.7871944    0.0066972  EM
              8 -0.83971364D+04   25.3434593    0.0030090  EM
              9 -0.83815232D+04   15.6131496    0.0018593  EM
             10 -0.83692537D+04   12.2695377    0.0014639  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.13185631D+05    0.0000000    0.0000000  EM
              2 -0.10301013D+05 2884.6183111    0.2187698  EM
              3 -0.90882788D+04 1212.7342777    0.1177296  EM
              4 -0.86796120D+04  408.6668754    0.0449664  EM
              5 -0.84216595D+04  257.9524943    0.0297194  EM
              6 -0.83548477D+04   66.8117494    0.0079333  EM
              7 -0.83276614D+04   27.1862722    0.0032540  EM
              8 -0.83073418D+04   20.3196579    0.0024400  EM
              9 -0.82932945D+04   14.0473225    0.0016910  EM
             10 -0.82832335D+04   10.0609947    0.0012131  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.16103260D+05    0.0000000    0.0000000  EM
              2 -0.10325386D+05 5777.8743732    0.3588015  EM
              3 -0.91397733D+04 1185.6124998    0.1148250  EM
              4 -0.88581869D+04  281.5863878    0.0308089  EM
              5 -0.87877911D+04   70.3957664    0.0079470  EM
              6 -0.87551162D+04   32.6749547    0.0037182  EM
              7 -0.87265962D+04   28.5200070    0.0032575  EM
              8 -0.86947951D+04   31.8011195    0.0036442  EM
              9 -0.86718377D+04   22.9574052    0.0026404  EM
             10 -0.86578672D+04   13.9704989    0.0016110  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.15709273D+05    0.0000000    0.0000000  EM
              2 -0.10069670D+05 5639.6030040    0.3589983  EM
              3 -0.88709002D+04 1198.7703048    0.1190476  EM
              4 -0.85459377D+04  324.9624061    0.0366324  EM
              5 -0.84328288D+04  113.1089079    0.0132354  EM
              6 -0.83767574D+04   56.0713892    0.0066492  EM
              7 -0.83427910D+04   33.9664249    0.0040548  EM
              8 -0.83150898D+04   27.7012701    0.0033204  EM
              9 -0.82987506D+04   16.3391762    0.0019650  EM
             10 -0.82850697D+04   13.6808830    0.0016485  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.16684245D+05    0.0000000    0.0000000  EM
              2 -0.91469550D+04 7537.2901436    0.4517609  EM
              3 -0.87613127D+04  385.6423579    0.0421607  EM
              4 -0.85759210D+04  185.3916515    0.0211603  EM
              5 -0.84704396D+04  105.4814546    0.0122997  EM
              6 -0.84072645D+04   63.1751123    0.0074583  EM
              7 -0.83696026D+04   37.6618888    0.0044797  EM
              8 -0.83465044D+04   23.0981548    0.0027598  EM
              9 -0.83317582D+04   14.7462534    0.0017668  EM
             10 -0.83219468D+04    9.8113833    0.0011776  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.24029666D+05    0.0000000    0.0000000  EM
              2 -0.10305025D+05 ************    0.5711540  EM
              3 -0.87733216D+04 1531.7035464    0.1486366  EM
              4 -0.86220743D+04  151.2472836    0.0172395  EM
              5 -0.85608810D+04   61.1933650    0.0070973  EM
              6 -0.85315647D+04   29.3162835    0.0034244  EM
              7 -0.85166554D+04   14.9093357    0.0017475  EM
              8 -0.85067059D+04    9.9494343    0.0011682  EM
              9 -0.84994630D+04    7.2429034    0.0008514  EM
             10 -0.84939029D+04    5.5601315    0.0006542  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.17608610D+05    0.0000000    0.0000000  EM
              2 -0.96064877D+04 8002.1222760    0.4544437  EM
              3 -0.87235087D+04  882.9789500    0.0919149  EM
              4 -0.84772996D+04  246.2090983    0.0282236  EM
              5 -0.83857134D+04   91.5862174    0.0108037  EM
              6 -0.83344680D+04   51.2453838    0.0061110  EM
              7 -0.83077560D+04   26.7119839    0.0032050  EM
              8 -0.82896403D+04   18.1156841    0.0021806  EM
              9 -0.82768879D+04   12.7524792    0.0015384  EM
             10 -0.82675229D+04    9.3649857    0.0011315  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.19035483D+05    0.0000000    0.0000000  EM
              2 -0.10054466D+05 8981.0176140    0.4718040  EM
              3 -0.89224205D+04 1132.0453635    0.1125913  EM
              4 -0.85766216D+04  345.7988396    0.0387562  EM
              5 -0.84340274D+04  142.5942671    0.0166259  EM
              6 -0.83691991D+04   64.8282873    0.0076865  EM
              7 -0.83336633D+04   35.5357783    0.0042460  EM
              8 -0.83060681D+04   27.5951794    0.0033113  EM
              9 -0.82788185D+04   27.2496524    0.0032807  EM
             10 -0.82414504D+04   37.3681032    0.0045137  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.17538902D+05    0.0000000    0.0000000  EM
              2 -0.95395451D+04 7999.3567389    0.4560922  EM
              3 -0.86269872D+04  912.5578524    0.0956605  EM
              4 -0.84463153D+04  180.6719626    0.0209426  EM
              5 -0.83934358D+04   52.8794460    0.0062607  EM
              6 -0.83660205D+04   27.4152966    0.0032663  EM
              7 -0.83488187D+04   17.2018036    0.0020562  EM
              8 -0.83375047D+04   11.3140443    0.0013552  EM
              9 -0.83283317D+04    9.1730150    0.0011002  EM
             10 -0.83202300D+04    8.1017205    0.0009728  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.14315390D+05    0.0000000    0.0000000  EM
              2 -0.94728570D+04 4842.5334128    0.3382746  EM
              3 -0.90953583D+04  377.4986916    0.0398506  EM
              4 -0.89563919D+04  138.9663488    0.0152788  EM
              5 -0.88876784D+04   68.7135806    0.0076720  EM
              6 -0.88248454D+04   62.8330043    0.0070697  EM
              7 -0.87486607D+04   76.1846698    0.0086330  EM
              8 -0.86771088D+04   71.5519035    0.0081786  EM
              9 -0.86066731D+04   70.4356990    0.0081174  EM
             10 -0.85574065D+04   49.2665364    0.0057242  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.16876219D+05    0.0000000    0.0000000  EM
              2 -0.10248925D+05 6627.2939134    0.3927002  EM
              3 -0.89576420D+04 1291.2832349    0.1259921  EM
              4 -0.86396163D+04  318.0257015    0.0355033  EM
              5 -0.85366116D+04  103.0047690    0.0119224  EM
              6 -0.84914767D+04   45.1348984    0.0052872  EM
              7 -0.84693037D+04   22.1730011    0.0026112  EM
              8 -0.84568446D+04   12.4590663    0.0014711  EM
              9 -0.84489027D+04    7.9419057    0.0009391  EM
             10 -0.84434044D+04    5.4983153    0.0006508  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.19453737D+05    0.0000000    0.0000000  EM
              2 -0.94206961D+04 ************    0.5157385  EM
              3 -0.89032359D+04  517.4602385    0.0549280  EM
              4 -0.86740250D+04  229.2108618    0.0257447  EM
              5 -0.85843800D+04   89.6449724    0.0103349  EM
              6 -0.85285721D+04   55.8079798    0.0065011  EM
              7 -0.84973521D+04   31.2199372    0.0036606  EM
              8 -0.84737464D+04   23.6057052    0.0027780  EM
              9 -0.84548057D+04   18.9407092    0.0022352  EM
             10 -0.84406763D+04   14.1293809    0.0016712  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.18995409D+05    0.0000000    0.0000000  EM
              2 -0.12117581D+05 6877.8281364    0.3620784  EM
              3 -0.96095074D+04 2508.0734464    0.2069781  EM
              4 -0.90786534D+04  530.8540203    0.0552426  EM
              5 -0.89262640D+04  152.3893343    0.0167855  EM
              6 -0.88001594D+04  126.1046578    0.0141274  EM
              7 -0.87094321D+04   90.7273004    0.0103097  EM
              8 -0.85904548D+04  118.9773331    0.0136607  EM
              9 -0.85415768D+04   48.8779883    0.0056898  EM
             10 -0.85156790D+04   25.8977892    0.0030320  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.23731019D+05    0.0000000    0.0000000  EM
              2 -0.96352623D+04 ************    0.5939803  EM
              3 -0.88143785D+04  820.8838150    0.0851958  EM
              4 -0.86881921D+04  126.1864005    0.0143160  EM
              5 -0.86045721D+04   83.6200185    0.0096246  EM
              6 -0.85658707D+04   38.7013898    0.0044978  EM
              7 -0.85461893D+04   19.6814064    0.0022977  EM
              8 -0.85300873D+04   16.1019702    0.0018841  EM
              9 -0.85204638D+04    9.6235201    0.0011282  EM
             10 -0.85117526D+04    8.7111685    0.0010224  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.15065699D+05    0.0000000    0.0000000  EM
              2 -0.10410509D+05 4655.1893899    0.3089926  EM
              3 -0.90845668D+04 1325.9424374    0.1273658  EM
              4 -0.87797751D+04  304.7916950    0.0335505  EM
              5 -0.87093312D+04   70.4438514    0.0080234  EM
              6 -0.86663485D+04   42.9827082    0.0049352  EM
              7 -0.86363652D+04   29.9833485    0.0034597  EM
              8 -0.86108709D+04   25.4942807    0.0029520  EM
              9 -0.85895710D+04   21.2999086    0.0024736  EM
             10 -0.85705457D+04   19.0253206    0.0022149  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.22095816D+05    0.0000000    0.0000000  EM
              2 -0.10927883D+05 ************    0.5054320  EM
              3 -0.88303604D+04 2097.5230590    0.1919423  EM
              4 -0.84875907D+04  342.7696966    0.0388172  EM
              5 -0.84108366D+04   76.7540632    0.0090431  EM
              6 -0.83905891D+04   20.2475661    0.0024073  EM
              7 -0.83782583D+04   12.3308080    0.0014696  EM
              8 -0.83690014D+04    9.2568519    0.0011049  EM
              9 -0.83605412D+04    8.4602084    0.0010109  EM
             10 -0.83515617D+04    8.9795296    0.0010740  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.22783643D+05    0.0000000    0.0000000  EM
              2 -0.97970256D+04 ************    0.5699974  EM
              3 -0.92721778D+04  524.8477916    0.0535722  EM
              4 -0.91066699D+04  165.5078364    0.0178499  EM
              5 -0.89676182D+04  139.0517323    0.0152692  EM
              6 -0.88956253D+04   71.9928497    0.0080281  EM
              7 -0.88406197D+04   55.0056601    0.0061835  EM
              8 -0.87914604D+04   49.1592773    0.0055606  EM
              9 -0.87553565D+04   36.1039562    0.0041067  EM
             10 -0.87208813D+04   34.4751475    0.0039376  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.23228715D+05    0.0000000    0.0000000  EM
              2 -0.11888555D+05 ************    0.4881957  EM
              3 -0.96604434D+04 2228.1119716    0.1874165  EM
              4 -0.88295977D+04  830.8457160    0.0860049  EM
              5 -0.86499222D+04  179.6754524    0.0203492  EM
              6 -0.85594765D+04   90.4457598    0.0104563  EM
              7 -0.85133071D+04   46.1693304    0.0053939  EM
              8 -0.84853319D+04   27.9752735    0.0032861  EM
              9 -0.84667815D+04   18.5503963    0.0021862  EM
             10 -0.84538229D+04   12.9585836    0.0015305  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.15332079D+05    0.0000000    0.0000000  EM
              2 -0.10926611D+05 4405.4686058    0.2873367  EM
              3 -0.97281143D+04 1198.4964909    0.1096860  EM
              4 -0.89408675D+04  787.2468172    0.0809249  EM
              5 -0.87408400D+04  200.0275748    0.0223723  EM
              6 -0.86652626D+04   75.5773953    0.0086465  EM
              7 -0.86233150D+04   41.9475939    0.0048409  EM
              8 -0.85893300D+04   33.9849885    0.0039411  EM
              9 -0.85712817D+04   18.0483230    0.0021012  EM
             10 -0.85617934D+04    9.4882703    0.0011070  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 21


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.15632891D+05    0.0000000    0.0000000  EM
              2 -0.10487772D+05 5145.1186719    0.3291214  EM
              3 -0.89845121D+04 1503.2601086    0.1433346  EM
              4 -0.87528903D+04  231.6218071    0.0257801  EM
              5 -0.86595222D+04   93.3681158    0.0106671  EM
              6 -0.85894371D+04   70.0850783    0.0080934  EM
              7 -0.85246139D+04   64.8231675    0.0075468  EM
              8 -0.84603331D+04   64.2808328    0.0075406  EM
              9 -0.84359557D+04   24.3773472    0.0028814  EM
             10 -0.84177344D+04   18.2213043    0.0021600  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 22


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.14972000D+05    0.0000000    0.0000000  EM
              2 -0.91925656D+04 5779.4340678    0.3860162  EM
              3 -0.87516008D+04  440.9647667    0.0479697  EM
              4 -0.86412898D+04  110.3110441    0.0126047  EM
              5 -0.86080864D+04   33.2033421    0.0038424  EM
              6 -0.85892745D+04   18.8119056    0.0021854  EM
              7 -0.85769967D+04   12.2778204    0.0014294  EM
              8 -0.85672953D+04    9.7013903    0.0011311  EM
              9 -0.85568674D+04   10.4279728    0.0012172  EM
             10 -0.85438589D+04   13.0084108    0.0015202  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 23


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.13629237D+05    0.0000000    0.0000000  EM
              2 -0.94322596D+04 4196.9772466    0.3079393  EM
              3 -0.88346815D+04  597.5781003    0.0633547  EM
              4 -0.86881624D+04  146.5191085    0.0165845  EM
              5 -0.86287789D+04   59.3834372    0.0068350  EM
              6 -0.85762109D+04   52.5680571    0.0060922  EM
              7 -0.85255231D+04   50.6877571    0.0059103  EM
              8 -0.84795419D+04   45.9812413    0.0053934  EM
              9 -0.84445063D+04   35.0355925    0.0041318  EM
             10 -0.84212076D+04   23.2986171    0.0027590  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 24


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.14504768D+05    0.0000000    0.0000000  EM
              2 -0.92630924D+04 5241.6754537    0.3613760  EM
              3 -0.88626776D+04  400.4148096    0.0432269  EM
              4 -0.87544009D+04  108.2767183    0.0122172  EM
              5 -0.87220659D+04   32.3350118    0.0036936  EM
              6 -0.86933546D+04   28.7112382    0.0032918  EM
              7 -0.86499017D+04   43.4528943    0.0049984  EM
              8 -0.85989765D+04   50.9251745    0.0058874  EM
              9 -0.85357155D+04   63.2610602    0.0073568  EM
             10 -0.84807419D+04   54.9735568    0.0064404  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 25


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.15874272D+05    0.0000000    0.0000000  EM
              2 -0.11123549D+05 4750.7229519    0.2992719  EM
              3 -0.93609343D+04 1762.6144230    0.1584579  EM
              4 -0.88250149D+04  535.9194525    0.0572506  EM
              5 -0.86804134D+04  144.6014033    0.0163854  EM
              6 -0.86323504D+04   48.0630852    0.0055370  EM
              7 -0.86074964D+04   24.8539358    0.0028792  EM
              8 -0.85971111D+04   10.3853472    0.0012065  EM
              9 -0.85544243D+04   42.6867468    0.0049652  EM
             10 -0.85202331D+04   34.1912023    0.0039969  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 26


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.16793401D+05    0.0000000    0.0000000  EM
              2 -0.95541605D+04 7239.2405025    0.4310765  EM
              3 -0.86500014D+04  904.1590433    0.0946351  EM
              4 -0.84311898D+04  218.8116692    0.0252961  EM
              5 -0.83586108D+04   72.5789094    0.0086084  EM
              6 -0.83296404D+04   28.9704190    0.0034659  EM
              7 -0.82911189D+04   38.5215005    0.0046246  EM
              8 -0.82830369D+04    8.0820762    0.0009748  EM
              9 -0.82794962D+04    3.5406525    0.0004275  EM
             10 -0.82776085D+04    1.8877386    0.0002280  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 27


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.13434740D+05    0.0000000    0.0000000  EM
              2 -0.10047774D+05 3386.9662728    0.2521051  EM
              3 -0.88233808D+04 1224.3931886    0.1218572  EM
              4 -0.85818859D+04  241.4948399    0.0273699  EM
              5 -0.84953520D+04   86.5339298    0.0100833  EM
              6 -0.84686634D+04   26.6886158    0.0031416  EM
              7 -0.84688271D+04   -0.1637701   -0.0000193  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 28


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.13733832D+05    0.0000000    0.0000000  EM
              2 -0.10076600D+05 3657.2318354    0.2662936  EM
              3 -0.93022969D+04  774.3028586    0.0768417  EM
              4 -0.89418398D+04  360.4571121    0.0387493  EM
              5 -0.86581995D+04  283.6402918    0.0317206  EM
              6 -0.85384323D+04  119.7672113    0.0138328  EM
              7 -0.84946212D+04   43.8110996    0.0051310  EM
              8 -0.84750919D+04   19.5292029    0.0022990  EM
              9 -0.84640759D+04   11.0160141    0.0012998  EM
             10 -0.84567765D+04    7.2994678    0.0008624  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 29


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.17301230D+05    0.0000000    0.0000000  EM
              2 -0.10207321D+05 7093.9090660    0.4100234  EM
              3 -0.90629372D+04 1144.3840581    0.1121140  EM
              4 -0.88006091D+04  262.3280683    0.0289451  EM
              5 -0.87501475D+04   50.4615721    0.0057339  EM
              6 -0.87224665D+04   27.6809791    0.0031635  EM
              7 -0.86955422D+04   26.9243861    0.0030868  EM
              8 -0.86728035D+04   22.7386545    0.0026150  EM
              9 -0.86503994D+04   22.4040529    0.0025833  EM
             10 -0.86198918D+04   30.5076629    0.0035267  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 30


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.17441238D+05    0.0000000    0.0000000  EM
              2 -0.12083228D+05 5358.0102953    0.3072035  EM
              3 -0.95477277D+04 2535.5004447    0.2098363  EM
              4 -0.87426772D+04  805.0505081    0.0843185  EM
              5 -0.85556766D+04  187.0005717    0.0213894  EM
              6 -0.84959350D+04   59.7416588    0.0069827  EM
              7 -0.84677952D+04   28.1398085    0.0033121  EM
              8 -0.84483193D+04   19.4758197    0.0023000  EM
              9 -0.84345675D+04   13.7518114    0.0016278  EM
             10 -0.84216410D+04   12.9265294    0.0015326  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 31


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.13657284D+05    0.0000000    0.0000000  EM
              2 -0.10251866D+05 3405.4174692    0.2493481  EM
              3 -0.90506467D+04 1201.2195396    0.1171708  EM
              4 -0.85469738D+04  503.6729614    0.0556505  EM
              5 -0.84001734D+04  146.8003905    0.0171757  EM
              6 -0.83643865D+04   35.7869098    0.0042603  EM
              7 -0.83442427D+04   20.1437283    0.0024083  EM
              8 -0.83216115D+04   22.6312303    0.0027122  EM
              9 -0.82906638D+04   30.9476755    0.0037190  EM
             10 -0.82654795D+04   25.1843768    0.0030377  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 32


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.20266371D+05    0.0000000    0.0000000  EM
              2 -0.10376609D+05 9889.7626819    0.4879888  EM
              3 -0.89814546D+04 1395.1541571    0.1344518  EM
              4 -0.86353108D+04  346.1437745    0.0385398  EM
              5 -0.84964968D+04  138.8140514    0.0160752  EM
              6 -0.84362042D+04   60.2926071    0.0070962  EM
              7 -0.84009709D+04   35.2332996    0.0041764  EM
              8 -0.83754100D+04   25.5608201    0.0030426  EM
              9 -0.83521375D+04   23.2725587    0.0027787  EM
             10 -0.83313942D+04   20.7432349    0.0024836  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 33


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.24178289D+05    0.0000000    0.0000000  EM
              2 -0.97183808D+04 ************    0.5980534  EM
              3 -0.91977520D+04  520.6287936    0.0535716  EM
              4 -0.89801235D+04  217.6285896    0.0236611  EM
              5 -0.88596676D+04  120.4559012    0.0134136  EM
              6 -0.87833818D+04   76.2857498    0.0086105  EM
              7 -0.87306041D+04   52.7777174    0.0060088  EM
              8 -0.86807407D+04   49.8633640    0.0057113  EM
              9 -0.86408051D+04   39.9356148    0.0046005  EM
             10 -0.86061525D+04   34.6526402    0.0040103  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 34


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.21249724D+05    0.0000000    0.0000000  EM
              2 -0.97086666D+04 ************    0.5431156  EM
              3 -0.91501994D+04  558.4671705    0.0575225  EM
              4 -0.88243626D+04  325.8368089    0.0356098  EM
              5 -0.86525636D+04  171.7990091    0.0194687  EM
              6 -0.85611732D+04   91.3903708    0.0105622  EM
              7 -0.85114130D+04   49.7602322    0.0058123  EM
              8 -0.84818967D+04   29.5162727    0.0034678  EM
              9 -0.84625761D+04   19.3206483    0.0022779  EM
             10 -0.84477992D+04   14.7769279    0.0017462  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 35


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.16601913D+05    0.0000000    0.0000000  EM
              2 -0.10194763D+05 6407.1496586    0.3859284  EM
              3 -0.94500850D+04  744.6782923    0.0730452  EM
              4 -0.91387989D+04  311.2860929    0.0329400  EM
              5 -0.90316910D+04  107.1079435    0.0117201  EM
              6 -0.89727136D+04   58.9773449    0.0065300  EM
              7 -0.89163808D+04   56.3328103    0.0062782  EM
              8 -0.88357997D+04   80.5810913    0.0090374  EM
              9 -0.87554744D+04   80.3253142    0.0090909  EM
             10 -0.86613395D+04   94.1349121    0.0107515  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 36


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.19880062D+05    0.0000000    0.0000000  EM
              2 -0.10325882D+05 9554.1794684    0.4805910  EM
              3 -0.92083309D+04 1117.5515258    0.1082282  EM
              4 -0.87171968D+04  491.1340857    0.0533358  EM
              5 -0.85545946D+04  162.6021954    0.0186530  EM
              6 -0.84596130D+04   94.9815919    0.0111030  EM
              7 -0.84041578D+04   55.4551916    0.0065553  EM
              8 -0.83692196D+04   34.9382149    0.0041573  EM
              9 -0.83443042D+04   24.9153513    0.0029770  EM
             10 -0.83248622D+04   19.4420820    0.0023300  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 37


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.14364589D+05    0.0000000    0.0000000  EM
              2 -0.97330833D+04 4631.5054362    0.3224252  EM
              3 -0.89866373D+04  746.4459277    0.0766916  EM
              4 -0.87385247D+04  248.1126666    0.0276091  EM
              5 -0.85571434D+04  181.3812762    0.0207565  EM
              6 -0.84731479D+04   83.9954815    0.0098158  EM
              7 -0.84170647D+04   56.0832165    0.0066189  EM
              8 -0.83832252D+04   33.8394668    0.0040203  EM
              9 -0.83603745D+04   22.8507372    0.0027258  EM
             10 -0.83468458D+04   13.5287103    0.0016182  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 38


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.18157354D+05    0.0000000    0.0000000  EM
              2 -0.96579772D+04 8499.3766307    0.4680956  EM
              3 -0.86363162D+04 1021.6610358    0.1057842  EM
              4 -0.84729291D+04  163.3871517    0.0189186  EM
              5 -0.83951071D+04   77.8219465    0.0091848  EM
              6 -0.83401688D+04   54.9382958    0.0065441  EM
              7 -0.82986152D+04   41.5535847    0.0049823  EM
              8 -0.82664808D+04   32.1344666    0.0038723  EM
              9 -0.82444812D+04   21.9995403    0.0026613  EM
             10 -0.82289310D+04   15.5502317    0.0018861  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 39


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.16664235D+05    0.0000000    0.0000000  EM
              2 -0.10854920D+05 5809.3143504    0.3486097  EM
              3 -0.94259822D+04 1428.9379791    0.1316397  EM
              4 -0.90103163D+04  415.6659034    0.0440979  EM
              5 -0.88180835D+04  192.2328254    0.0213347  EM
              6 -0.86764574D+04  141.6261002    0.0160609  EM
              7 -0.85721503D+04  104.3071277    0.0120219  EM
              8 -0.85361901D+04   35.9602264    0.0041950  EM
              9 -0.84942355D+04   41.9545023    0.0049149  EM
             10 -0.84582553D+04   35.9802733    0.0042358  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 40


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.18762581D+05    0.0000000    0.0000000  EM
              2 -0.10152840D+05 8609.7412434    0.4588783  EM
              3 -0.89331550D+04 1219.6848898    0.1201324  EM
              4 -0.87184854D+04  214.6695691    0.0240307  EM
              5 -0.85913382D+04  127.1472717    0.0145836  EM
              6 -0.85482891D+04   43.0491096    0.0050108  EM
              7 -0.85245565D+04   23.7325538    0.0027763  EM
              8 -0.84939098D+04   30.6467542    0.0035951  EM
              9 -0.84661047D+04   27.8050950    0.0032735  EM
             10 -0.84400013D+04   26.1033618    0.0030833  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 41


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.13826532D+05    0.0000000    0.0000000  EM
              2 -0.10002421D+05 3824.1111550    0.2765778  EM
              3 -0.90615696D+04  940.8511211    0.0940623  EM
              4 -0.87582281D+04  303.3415313    0.0334756  EM
              5 -0.86602564D+04   97.9716412    0.0111862  EM
              6 -0.85997774D+04   60.4790212    0.0069835  EM
              7 -0.85553873D+04   44.3901482    0.0051618  EM
              8 -0.85296092D+04   25.7780206    0.0030131  EM
              9 -0.85098753D+04   19.7338925    0.0023136  EM
             10 -0.84898137D+04   20.0616049    0.0023574  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 42


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.19237858D+05    0.0000000    0.0000000  EM
              2 -0.11997597D+05 7240.2613735    0.3763549  EM
              3 -0.91784105D+04 2819.1861692    0.2349792  EM
              4 -0.85913921D+04  587.0183350    0.0639564  EM
              5 -0.84879335D+04  103.4586136    0.0120421  EM
              6 -0.84233017D+04   64.6318452    0.0076146  EM
              7 -0.83763119D+04   46.9897899    0.0055785  EM
              8 -0.83476545D+04   28.6573778    0.0034212  EM
              9 -0.83293680D+04   18.2865010    0.0021906  EM
             10 -0.83159310D+04   13.4369861    0.0016132  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 43


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.20592008D+05    0.0000000    0.0000000  EM
              2 -0.10951959D+05 9640.0492986    0.4681452  EM
              3 -0.92829346D+04 1669.0244388    0.1523951  EM
              4 -0.88619711D+04  420.9634999    0.0453481  EM
              5 -0.86521373D+04  209.8338180    0.0236780  EM
              6 -0.85759112D+04   76.2260589    0.0088101  EM
              7 -0.84517266D+04  124.1846588    0.0144806  EM
              8 -0.84113272D+04   40.3993641    0.0047800  EM
              9 -0.83670275D+04   44.2996797    0.0052667  EM
             10 -0.83639080D+04    3.1195305    0.0003728  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 44


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.13883602D+05    0.0000000    0.0000000  EM
              2 -0.10043699D+05 3839.9023906    0.2765783  EM
              3 -0.93887396D+04  654.9595053    0.0652110  EM
              4 -0.91578797D+04  230.8599526    0.0245890  EM
              5 -0.89688748D+04  189.0048129    0.0206385  EM
              6 -0.88290829D+04  139.7919773    0.0155863  EM
              7 -0.86935030D+04  135.5798719    0.0153561  EM
              8 -0.86082878D+04   85.2151769    0.0098022  EM
              9 -0.85491859D+04   59.1019087    0.0068657  EM
             10 -0.85152999D+04   33.8859919    0.0039637  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 45


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.12289014D+05    0.0000000    0.0000000  EM
              2 -0.10299597D+05 1989.4170314    0.1618858  EM
              3 -0.88162114D+04 1483.3855916    0.1440237  EM
              4 -0.84783805D+04  337.8308626    0.0383193  EM
              5 -0.83630558D+04  115.3247378    0.0136022  EM
              6 -0.83164529D+04   46.6028164    0.0055725  EM
              7 -0.82900390D+04   26.4139213    0.0031761  EM
              8 -0.82720545D+04   17.9845572    0.0021694  EM
              9 -0.82544564D+04   17.5980286    0.0021274  EM
             10 -0.82424187D+04   12.0376951    0.0014583  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 46


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.19006937D+05    0.0000000    0.0000000  EM
              2 -0.13062186D+05 5944.7510716    0.3127674  EM
              3 -0.97112380D+04 3350.9481498    0.2565381  EM
              4 -0.94182484D+04  292.9896160    0.0301702  EM
              5 -0.93489147D+04   69.3336273    0.0073616  EM
              6 -0.92972770D+04   51.6377334    0.0055234  EM
              7 -0.92386413D+04   58.6357510    0.0063068  EM
              8 -0.89992602D+04  239.3810724    0.0259109  EM
              9 -0.89523897D+04   46.8704847    0.0052083  EM
             10 -0.89126346D+04   39.7551124    0.0044407  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 47


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.19024596D+05    0.0000000    0.0000000  EM
              2 -0.91339876D+04 9890.6085395    0.5198853  EM
              3 -0.87809076D+04  353.0800507    0.0386556  EM
              4 -0.86732612D+04  107.6463499    0.0122591  EM
              5 -0.86208059D+04   52.4552961    0.0060479  EM
              6 -0.85915613D+04   29.2446122    0.0033923  EM
              7 -0.85707635D+04   20.7977607    0.0024207  EM
              8 -0.85546798D+04   16.0837044    0.0018766  EM
              9 -0.85420031D+04   12.6767378    0.0014818  EM
             10 -0.85315719D+04   10.4312390    0.0012212  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 48


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.18777284D+05    0.0000000    0.0000000  EM
              2 -0.10935059D+05 7842.2252093    0.4176443  EM
              3 -0.98821459D+04 1052.9132597    0.0962878  EM
              4 -0.95881312D+04  294.0147270    0.0297521  EM
              5 -0.92475817D+04  340.5494763    0.0355178  EM
              6 -0.91526135D+04   94.9681608    0.0102695  EM
              7 -0.90824681D+04   70.1454524    0.0076640  EM
              8 -0.90249027D+04   57.5653328    0.0063381  EM
              9 -0.89650951D+04   59.8076604    0.0066270  EM
             10 -0.89067807D+04   58.3144306    0.0065046  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 49


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.20709044D+05    0.0000000    0.0000000  EM
              2 -0.92938749D+04 ************    0.5512166  EM
              3 -0.89168049D+04  377.0700040    0.0405719  EM
              4 -0.87918981D+04  124.9067824    0.0140080  EM
              5 -0.86825472D+04  109.3509512    0.0124377  EM
              6 -0.85732417D+04  109.3055369    0.0125891  EM
              7 -0.85190499D+04   54.1917946    0.0063210  EM
              8 -0.84886220D+04   30.4278954    0.0035717  EM
              9 -0.84692210D+04   19.4009624    0.0022855  EM
             10 -0.84567265D+04   12.4944537    0.0014753  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 50


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.21246607D+05    0.0000000    0.0000000  EM
              2 -0.94060023D+04 ************    0.5572939  EM
              3 -0.88689845D+04  537.0178013    0.0570931  EM
              4 -0.86184310D+04  250.5535430    0.0282505  EM
              5 -0.85058517D+04  112.5792557    0.0130626  EM
              6 -0.84576594D+04   48.1922858    0.0056658  EM
              7 -0.84265510D+04   31.1084360    0.0036781  EM
              8 -0.84006117D+04   25.9393133    0.0030783  EM
              9 -0.83743826D+04   26.2291035    0.0031223  EM
             10 -0.83507441D+04   23.6384414    0.0028227  EM


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 38




   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.18157354D+05    0.0000000    0.0000000  EM
              2 -0.96579772D+04 8499.3766307    0.4680956  EM
              3 -0.86363162D+04 1021.6610358    0.1057842  EM
              4 -0.84729291D+04  163.3871517    0.0189186  EM
              5 -0.83951071D+04   77.8219465    0.0091848  EM
              6 -0.83401688D+04   54.9382958    0.0065441  EM
              7 -0.82986152D+04   41.5535847    0.0049823  EM
              8 -0.82664808D+04   32.1344666    0.0038723  EM
              9 -0.82444812D+04   21.9995403    0.0026613  EM
             10 -0.82289310D+04   15.5502317    0.0018861  EM
             11 -0.82215183D+04    7.4127250    0.0009008  EM
             12 -0.82165920D+04    4.9263065    0.0005992  EM
             13 -0.82125191D+04    4.0728596    0.0004957  EM
             14 -0.82088535D+04    3.6656055    0.0004463  EM
             15 -0.82055766D+04    3.2769073    0.0003992  EM
             16 -0.82027835D+04    2.7931266    0.0003404  EM
             17 -0.82005369D+04    2.2465727    0.0002739  EM
             18 -0.81988200D+04    1.7169237    0.0002094  EM
             19 -0.81975536D+04    1.2663969    0.0001545  EM
             20 -0.81966357D+04    0.9178565    0.0001120  EM
             21 -0.81959718D+04    0.6638945    0.0000810  EM
             22 -0.81954877D+04    0.4841218    0.0000591  EM
             23 -0.81951302D+04    0.3574888    0.0000436  EM
             24 -0.81948629D+04    0.2673458    0.0000326  EM
             25 -0.81946608D+04    0.2020585    0.0000247  EM
             26 -0.81945069D+04    0.1539284    0.0000188  EM
             27 -0.81943890D+04    0.1179172    0.0000144  EM
             28 -0.81942983D+04    0.0906736    0.0000111  EM
             29 -0.81942284D+04    0.0699027    0.0000085  EM
             30 -0.81941744D+04    0.0539835    0.0000066  EM
             31 -0.81941327D+04    0.0417396    0.0000051  EM
             32 -0.81941004D+04    0.0323003    0.0000039  EM
             33 -0.81940753D+04    0.0250112    0.0000031  EM
             34 -0.81940560D+04    0.0193762    0.0000024  EM
             35 -0.81940409D+04    0.0150162    0.0000018  EM
             36 -0.81940293D+04    0.0116407    0.0000014  EM
             37 -0.81940203D+04    0.0090262    0.0000011  EM
             38 -0.81940133D+04    0.0070003    0.0000009  EM
             39 -0.81940078D+04    0.0054301    0.0000007  EM
             40 -0.81940036D+04    0.0042126    0.0000005  EM
             41 -0.81940004D+04    0.0032686    0.0000004  EM
             42 -0.81939978D+04    0.0025364    0.0000003  EM
             43 -0.81939959D+04    0.0019684    0.0000002  EM
             44 -0.81939943D+04    0.0015277    0.0000002  EM
             45 -0.81939932D+04    0.0011858    0.0000001  EM
             46 -0.81939922D+04    0.0009205    0.0000001  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9




   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.19035483D+05    0.0000000    0.0000000  EM
              2 -0.10054466D+05 8981.0176140    0.4718040  EM
              3 -0.89224205D+04 1132.0453635    0.1125913  EM
              4 -0.85766216D+04  345.7988396    0.0387562  EM
              5 -0.84340274D+04  142.5942671    0.0166259  EM
              6 -0.83691991D+04   64.8282873    0.0076865  EM
              7 -0.83336633D+04   35.5357783    0.0042460  EM
              8 -0.83060681D+04   27.5951794    0.0033113  EM
              9 -0.82788185D+04   27.2496524    0.0032807  EM
             10 -0.82414504D+04   37.3681032    0.0045137  EM
             11 -0.82223078D+04   19.1425597    0.0023227  EM
             12 -0.82119768D+04   10.3309751    0.0012565  EM
             13 -0.82060346D+04    5.9422608    0.0007236  EM
             14 -0.82023137D+04    3.7208332    0.0004534  EM
             15 -0.81998490D+04    2.4647532    0.0003005  EM
             16 -0.81981709D+04    1.6780907    0.0002046  EM
             17 -0.81970138D+04    1.1570621    0.0001411  EM
             18 -0.81944188D+04    2.5950108    0.0003166  FS
             19 -0.81940457D+04    0.3731211    0.0000455  FS
             20 -0.81940035D+04    0.0422059    0.0000052  FS
             21 -0.81939925D+04    0.0109334    0.0000013  FS
             22 -0.81939900D+04    0.0025341    0.0000003  FS
             23 -0.81939893D+04    0.0007074    0.0000001  FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 45




   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.12289014D+05    0.0000000    0.0000000  EM
              2 -0.10299597D+05 1989.4170314    0.1618858  EM
              3 -0.88162114D+04 1483.3855916    0.1440237  EM
              4 -0.84783805D+04  337.8308626    0.0383193  EM
              5 -0.83630558D+04  115.3247378    0.0136022  EM
              6 -0.83164529D+04   46.6028164    0.0055725  EM
              7 -0.82900390D+04   26.4139213    0.0031761  EM
              8 -0.82720545D+04   17.9845572    0.0021694  EM
              9 -0.82544564D+04   17.5980286    0.0021274  EM
             10 -0.82424187D+04   12.0376951    0.0014583  EM
             11 -0.82339184D+04    8.5003350    0.0010313  EM
             12 -0.82252372D+04    8.6811618    0.0010543  EM
             13 -0.82187360D+04    6.5012988    0.0007904  EM
             14 -0.82143572D+04    4.3787077    0.0005328  EM
             15 -0.82107703D+04    3.5868985    0.0004367  EM
             16 -0.82077737D+04    2.9966547    0.0003650  EM
             17 -0.82059170D+04    1.8566416    0.0002262  EM
             18 -0.82043346D+04    1.5824872    0.0001928  EM
             19 -0.82027956D+04    1.5389259    0.0001876  EM
             20 -0.82008702D+04    1.9254729    0.0002347  EM
             21 -0.81985743D+04    2.2958152    0.0002799  EM
             22 -0.81965908D+04    1.9835099    0.0002419  EM
             23 -0.81955560D+04    1.0348462    0.0001263  EM
             24 -0.81950912D+04    0.4647519    0.0000567  EM
             25 -0.81947823D+04    0.3089711    0.0000377  EM
             26 -0.81945625D+04    0.2197235    0.0000268  EM
             27 -0.81944081D+04    0.1543968    0.0000188  EM
             28 -0.81943029D+04    0.1052058    0.0000128  EM
             29 -0.81942320D+04    0.0709777    0.0000087  EM
             30 -0.81941852D+04    0.0467448    0.0000057  EM
             31 -0.81941544D+04    0.0307784    0.0000038  EM
             32 -0.81941344D+04    0.0200183    0.0000024  EM
             33 -0.81941213D+04    0.0131103    0.0000016  EM
             34 -0.81941128D+04    0.0085550    0.0000010  EM
             35 -0.81941071D+04    0.0056392    0.0000007  EM
             36 -0.81941034D+04    0.0037213    0.0000005  EM
             37 -0.81941009D+04    0.0024812    0.0000003  EM
             38 -0.81940993D+04    0.0016593    0.0000002  EM
             39 -0.81940981D+04    0.0011195    0.0000001  EM
             40 -0.81940974D+04    0.0007575    0.0000001  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 31




   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.13657284D+05    0.0000000    0.0000000  EM
              2 -0.10251866D+05 3405.4174692    0.2493481  EM
              3 -0.90506467D+04 1201.2195396    0.1171708  EM
              4 -0.85469738D+04  503.6729614    0.0556505  EM
              5 -0.84001734D+04  146.8003905    0.0171757  EM
              6 -0.83643865D+04   35.7869098    0.0042603  EM
              7 -0.83442427D+04   20.1437283    0.0024083  EM
              8 -0.83216115D+04   22.6312303    0.0027122  EM
              9 -0.82906638D+04   30.9476755    0.0037190  EM
             10 -0.82654795D+04   25.1843768    0.0030377  EM
             11 -0.82495157D+04   15.9637771    0.0019314  EM
             12 -0.82418869D+04    7.6288343    0.0009248  EM
             13 -0.82374816D+04    4.4053024    0.0005345  EM
             14 -0.82342190D+04    3.2625037    0.0003961  EM
             15 -0.82312898D+04    2.9292972    0.0003557  EM
             16 -0.82285372D+04    2.7525649    0.0003344  EM
             17 -0.82259927D+04    2.5444480    0.0003092  EM
             18 -0.82237654D+04    2.2273489    0.0002708  EM
             19 -0.82214474D+04    2.3180196    0.0002819  EM
             20 -0.82189272D+04    2.5201454    0.0003065  EM
             21 -0.82160401D+04    2.8871267    0.0003513  EM
             22 -0.82130049D+04    3.0351507    0.0003694  EM
             23 -0.82100690D+04    2.9359795    0.0003575  EM
             24 -0.82076007D+04    2.4682851    0.0003006  EM
             25 -0.82056064D+04    1.9943049    0.0002430  EM
             26 -0.82040507D+04    1.5556927    0.0001896  EM
             27 -0.82025406D+04    1.5100365    0.0001841  EM
             28 -0.82006331D+04    1.9075299    0.0002326  EM
             29 -0.81983945D+04    2.2385730    0.0002730  EM
             30 -0.81964347D+04    1.9598235    0.0002390  EM
             31 -0.81954316D+04    1.0031578    0.0001224  EM
             32 -0.81950026D+04    0.4289599    0.0000523  EM
             33 -0.81947203D+04    0.2822618    0.0000344  EM
             34 -0.81945192D+04    0.2011109    0.0000245  EM
             35 -0.81943776D+04    0.1416620    0.0000173  EM
             36 -0.81942815D+04    0.0960877    0.0000117  EM
             37 -0.81942170D+04    0.0644518    0.0000079  EM
             38 -0.81941750D+04    0.0420488    0.0000051  EM
             39 -0.81941475D+04    0.0274824    0.0000034  EM
             40 -0.81941298D+04    0.0177286    0.0000022  EM
             41 -0.81941182D+04    0.0115533    0.0000014  EM
             42 -0.81941107D+04    0.0075037    0.0000009  EM
             43 -0.81941058D+04    0.0049384    0.0000006  EM
             44 -0.81941025D+04    0.0032554    0.0000004  EM
             45 -0.81941003D+04    0.0021737    0.0000003  EM
             46 -0.81940989D+04    0.0014566    0.0000002  EM
             47 -0.81940979D+04    0.0009865    0.0000001  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8




   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.17608610D+05    0.0000000    0.0000000  EM
              2 -0.96064877D+04 8002.1222760    0.4544437  EM
              3 -0.87235087D+04  882.9789500    0.0919149  EM
              4 -0.84772996D+04  246.2090983    0.0282236  EM
              5 -0.83857134D+04   91.5862174    0.0108037  EM
              6 -0.83344680D+04   51.2453838    0.0061110  EM
              7 -0.83077560D+04   26.7119839    0.0032050  EM
              8 -0.82896403D+04   18.1156841    0.0021806  EM
              9 -0.82768879D+04   12.7524792    0.0015384  EM
             10 -0.82675229D+04    9.3649857    0.0011315  EM
             11 -0.82603421D+04    7.1808102    0.0008686  EM
             12 -0.82546093D+04    5.7327446    0.0006940  EM
             13 -0.82498623D+04    4.7469813    0.0005751  EM
             14 -0.82458106D+04    4.0517325    0.0004911  EM
             15 -0.82422769D+04    3.5337007    0.0004285  EM
             16 -0.82391586D+04    3.1183589    0.0003783  EM
             17 -0.82363990D+04    2.7595662    0.0003349  EM
             18 -0.82339676D+04    2.4314221    0.0002952  EM
             19 -0.82318446D+04    2.1229957    0.0002578  EM
             20 -0.82300121D+04    1.8324411    0.0002226  EM
             21 -0.82284501D+04    1.5620687    0.0001898  EM
             22 -0.82271344D+04    1.3156959    0.0001599  EM
             23 -0.82260379D+04    1.0964215    0.0001333  EM
             24 -0.82251323D+04    0.9056251    0.0001101  EM
             25 -0.82243895D+04    0.7428343    0.0000903  EM
             26 -0.82237834D+04    0.6061211    0.0000737  EM
             27 -0.82232907D+04    0.4926855    0.0000599  EM
             28 -0.82228913D+04    0.3993855    0.0000486  EM
             29 -0.82225682D+04    0.3231162    0.0000393  EM
             30 -0.82223071D+04    0.2610294    0.0000317  EM
             31 -0.82220965D+04    0.2106309    0.0000256  EM
             32 -0.82219267D+04    0.1698002    0.0000207  EM
             33 -0.82217899D+04    0.1367678    0.0000166  EM
             34 -0.82216799D+04    0.1100740    0.0000134  EM
             35 -0.82214521D+04    0.2277756    0.0000277  EM
             36 -0.82213252D+04    0.1268841    0.0000154  EM
             37 -0.82212450D+04    0.0801651    0.0000098  EM
             38 -0.82210755D+04    0.1695172    0.0000206  EM
             39 -0.82209709D+04    0.1046072    0.0000127  EM
             40 -0.82209128D+04    0.0581668    0.0000071  EM
             41 -0.82207333D+04    0.1794355    0.0000218  EM
             42 -0.82206346D+04    0.0986784    0.0000120  EM
             43 -0.82204791D+04    0.1555412    0.0000189  EM
             44 -0.82203527D+04    0.1263680    0.0000154  EM
             45 -0.82203059D+04    0.0468787    0.0000057  EM
             46 -0.82202283D+04    0.0775382    0.0000094  EM
             47 -0.82200507D+04    0.1775913    0.0000216  EM
             48 -0.82199312D+04    0.1195410    0.0000145  EM
             49 -0.82197523D+04    0.1789131    0.0000218  EM
             50 -0.82196046D+04    0.1476261    0.0000180  EM
             51 -0.82195510D+04    0.0536125    0.0000065  EM
             52 -0.82194695D+04    0.0815403    0.0000099  EM
             53 -0.82192652D+04    0.2042830    0.0000249  EM
             54 -0.82191324D+04    0.1328380    0.0000162  EM
             55 -0.82190741D+04    0.0582588    0.0000071  EM
             56 -0.82189958D+04    0.0783546    0.0000095  EM
             57 -0.82187704D+04    0.2253317    0.0000274  EM
             58 -0.82186337D+04    0.1367347    0.0000166  EM
             59 -0.82185722D+04    0.0614924    0.0000075  EM
             60 -0.82184921D+04    0.0800797    0.0000097  EM
             61 -0.82182461D+04    0.2460085    0.0000299  EM
             62 -0.82182099D+04    0.0362268    0.0000044  EM
             63 -0.82180361D+04    0.1737693    0.0000211  EM
             64 -0.82179871D+04    0.0489852    0.0000060  EM
             65 -0.82178908D+04    0.0963128    0.0000117  EM
             66 -0.82124083D+04    5.4825186    0.0006671  EM
             67 -0.82072769D+04    5.1313843    0.0006248  EM
             68 -0.82025662D+04    4.7106685    0.0005740  EM
             69 -0.81994991D+04    3.0671017    0.0003739  EM
             70 -0.81976365D+04    1.8625980    0.0002272  EM
             71 -0.81963891D+04    1.2474243    0.0001522  EM
             72 -0.81955600D+04    0.8290805    0.0001012  EM
             73 -0.81950168D+04    0.5432543    0.0000663  EM
             74 -0.81946634D+04    0.3533878    0.0000431  EM
             75 -0.81944340D+04    0.2294331    0.0000280  EM
             76 -0.81942847D+04    0.1492388    0.0000182  EM
             77 -0.81941872D+04    0.0975210    0.0000119  EM
             78 -0.81941231D+04    0.0641380    0.0000078  EM
             79 -0.81940806D+04    0.0425097    0.0000052  EM
             80 -0.81940521D+04    0.0284176    0.0000035  EM
             81 -0.81940330D+04    0.0191712    0.0000023  EM
             82 -0.81940199D+04    0.0130559    0.0000016  EM
             83 -0.81940109D+04    0.0089766    0.0000011  EM
             84 -0.81940047D+04    0.0062308    0.0000008  EM
             85 -0.81940003D+04    0.0043654    0.0000005  EM
             86 -0.81939973D+04    0.0030863    0.0000004  EM
             87 -0.81939951D+04    0.0022011    0.0000003  EM
             88 -0.81939935D+04    0.0015827    0.0000002  EM
             89 -0.81939923D+04    0.0011470    0.0000001  EM
             90 -0.81939915D+04    0.0008372    0.0000001  EM


     Beginning Time:  23:13:10
        Ending Time:  23:13:20
       Elapsed Time:  00:00:10



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