Mplus VERSION 7.3
MUTHEN & MUTHEN
09/22/2014   5:50 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of a LCA with binary
  	latent class indicators using user-
  	specified starting values with random
  	starts
  DATA:	FILE IS ex7.5.dat;
  VARIABLE:	NAMES ARE u1-u4 c;
  	USEVARIABLES ARE u1-u4;
  	CLASSES = c (2);
  	CATEGORICAL = u1-u4;
  ANALYSIS:	TYPE = MIXTURE;
  	STARTS = 100 10;
  	STITERATIONS = 20;
  MODEL:	
  	%OVERALL%
  	%c#1%
  	[u1$1*1 u2$1*1 u3$1*-1 u4$1*-1];
  	%c#2%
  	[u1$1*-1 u2$1*-1 u3$1*1 u4$1*1];
  OUTPUT:	TECH1 TECH8;



INPUT READING TERMINATED NORMALLY



this is an example of a LCA with binary
latent class indicators using user-
specified starting values with random
starts

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                         500

Number of dependent variables                                    4
Number of independent variables                                  0
Number of continuous latent variables                            0
Number of categorical latent variables                           1

Observed dependent variables

  Binary and ordered categorical (ordinal)
   U1          U2          U3          U4

Categorical latent variables
   C


Estimator                                                      MLR
Information matrix                                        OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
  Maximum number of iterations                                 100
  Convergence criterion                                  0.100D-05
Optimization Specifications for the EM Algorithm
  Maximum number of iterations                                 500
  Convergence criteria
    Loglikelihood change                                 0.100D-06
    Relative loglikelihood change                        0.100D-06
    Derivative                                           0.100D-05
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-05
  Basis for M step termination                           ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-05
  Basis for M step termination                           ITERATION
  Maximum value for logit thresholds                            15
  Minimum value for logit thresholds                           -15
  Minimum expected cell size for chi-square              0.100D-01
Optimization algorithm                                         EMA
Random Starts Specifications
  Number of initial stage random starts                        100
  Number of final stage optimizations                           10
  Number of initial stage iterations                            20
  Initial stage convergence criterion                    0.100D+01
  Random starts scale                                    0.500D+01
  Random seed for generating random starts                       0
Link                                                         LOGIT

Input data file(s)
  ex7.5.dat
Input data format  FREE


UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    U1
      Category 1    0.500      250.000
      Category 2    0.500      250.000
    U2
      Category 1    0.502      251.000
      Category 2    0.498      249.000
    U3
      Category 1    0.504      252.000
      Category 2    0.496      248.000
    U4
      Category 1    0.554      277.000
      Category 2    0.446      223.000


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:

           -1325.213  107446           12
           -1325.213  830392           35
           -1325.213  436460           89
           -1325.213  120506           45
           -1325.213  966014           37
           -1325.213  354559           73
           -1325.213  unperturbed      0
           -1325.213  136842           58
           -1325.213  569131           26
           -1325.213  402224           91



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                        9

Loglikelihood

          H0 Value                       -1325.213
          H0 Scaling Correction Factor      1.0142
            for MLR

Information Criteria

          Akaike (AIC)                    2668.425
          Bayesian (BIC)                  2706.357
          Sample-Size Adjusted BIC        2677.790
            (n* = (n + 2) / 24)

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

          Pearson Chi-Square

          Value                             12.611
          Degrees of Freedom                     6
          P-Value                           0.0496

          Likelihood Ratio Chi-Square

          Value                             12.742
          Degrees of Freedom                     6
          P-Value                           0.0473



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

    Latent
   Classes

       1        244.88551          0.48977
       2        255.11449          0.51023


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

    Latent
   Classes

       1        244.88551          0.48977
       2        255.11449          0.51023


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

Class Counts and Proportions

    Latent
   Classes

       1              228          0.45600
       2              272          0.54400


CLASSIFICATION QUALITY

     Entropy                         0.504


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

           1        2

    1   0.874    0.126
    2   0.168    0.832


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

           1        2

    1   0.814    0.186
    2   0.112    0.888


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

              1        2

    1      1.475    0.000
    2     -2.066    0.000


MODEL RESULTS

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

Latent Class 1

 Thresholds
    U1$1              -1.287      0.344     -3.735      0.000
    U2$1              -1.119      0.239     -4.674      0.000
    U3$1               0.990      0.260      3.813      0.000
    U4$1               1.048      0.179      5.847      0.000

Latent Class 2

 Thresholds
    U1$1               1.221      0.243      5.028      0.000
    U2$1               1.086      0.273      3.977      0.000
    U3$1              -0.906      0.190     -4.775      0.000
    U4$1              -0.511      0.224     -2.282      0.022

Categorical Latent Variables

 Means
    C#1               -0.041      0.254     -0.161      0.872


RESULTS IN PROBABILITY SCALE

Latent Class 1

 U1
    Category 1         0.216      0.058      3.705      0.000
    Category 2         0.784      0.058     13.414      0.000
 U2
    Category 1         0.246      0.044      5.541      0.000
    Category 2         0.754      0.044     16.966      0.000
 U3
    Category 1         0.729      0.051     14.216      0.000
    Category 2         0.271      0.051      5.280      0.000
 U4
    Category 1         0.740      0.034     21.491      0.000
    Category 2         0.260      0.034      7.533      0.000

Latent Class 2

 U1
    Category 1         0.772      0.043     18.081      0.000
    Category 2         0.228      0.043      5.334      0.000
 U2
    Category 1         0.748      0.052     14.513      0.000
    Category 2         0.252      0.052      4.901      0.000
 U3
    Category 1         0.288      0.039      7.402      0.000
    Category 2         0.712      0.039     18.312      0.000
 U4
    Category 1         0.375      0.052      7.149      0.000
    Category 2         0.625      0.052     11.914      0.000


LATENT CLASS ODDS RATIO RESULTS

Latent Class 1 Compared to Latent Class 2

 U1
    Category > 1      12.272      4.925      2.492      0.013
 U2
    Category > 1       9.067      3.146      2.882      0.004
 U3
    Category > 1       0.150      0.047      3.181      0.001
 U4
    Category > 1       0.210      0.065      3.261      0.001


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.421E-01
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS 1


     PARAMETER SPECIFICATION FOR LATENT CLASS 2


     PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART


           LAMBDA(U)
              C#1           C#2
              ________      ________
 U1                 1             2
 U2                 3             4
 U3                 5             6
 U4                 7             8


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C#1           C#2
              ________      ________
 1                  9             0


     STARTING VALUES FOR LATENT CLASS 1


     STARTING VALUES FOR LATENT CLASS 2


     STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART


           LAMBDA(U)
              C#1           C#2
              ________      ________
 U1            -1.000         1.000
 U2            -1.000         1.000
 U3             1.000        -1.000
 U4             1.000        -1.000


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C#1           C#2
              ________      ________
 1              0.000         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 -0.13308427D+04    0.0000000    0.0000000    242.133   257.867    EM
     2 -0.13261044D+04    4.7383081    0.0035604    242.465   257.535    EM
     3 -0.13255717D+04    0.5326802    0.0004017    242.969   257.031    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16651296D+04    0.0000000    0.0000000    331.574   168.426    EM
     2 -0.13739044D+04  291.2251938    0.1748964    329.671   170.329    EM
     3 -0.13573010D+04   16.6033791    0.0120848    327.464   172.536    EM
     4 -0.13485727D+04    8.7282429    0.0064306    327.261   172.739    EM
     5 -0.13442440D+04    4.3287704    0.0032099    328.091   171.909    EM
     6 -0.13410385D+04    3.2054897    0.0023846    328.485   171.515    EM
     7 -0.13378896D+04    3.1488956    0.0023481    327.595   172.405    EM
     8 -0.13348167D+04    3.0729239    0.0022968    325.272   174.728    EM
     9 -0.13321592D+04    2.6574228    0.0019909    321.876   178.124    EM
    10 -0.13301938D+04    1.9654474    0.0014754    317.936   182.064    EM
    11 -0.13289259D+04    1.2678816    0.0009532    313.862   186.138    EM
    12 -0.13281570D+04    0.7688627    0.0005786    309.870   190.130    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21693282D+04    0.0000000    0.0000000    169.415   330.585    EM
     2 -0.13297064D+04  839.6218472    0.3870423    173.029   326.971    EM
     3 -0.13286947D+04    1.0117109    0.0007609    176.853   323.147    EM
     4 -0.13282053D+04    0.4893956    0.0003683    180.520   319.480    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18094611D+04    0.0000000    0.0000000    171.121   328.879    EM
     2 -0.13586111D+04  450.8499476    0.2491626    176.001   323.999    EM
     3 -0.13413962D+04   17.2149246    0.0126710    182.464   317.536    EM
     4 -0.13331833D+04    8.2129339    0.0061227    188.074   311.926    EM
     5 -0.13298720D+04    3.3112427    0.0024837    192.658   307.342    EM
     6 -0.13283634D+04    1.5086486    0.0011344    196.580   303.420    EM
     7 -0.13274860D+04    0.8773765    0.0006605    200.086   299.914    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15772633D+04    0.0000000    0.0000000    146.879   353.121    EM
     2 -0.13911359D+04  186.1273690    0.1180065    143.709   356.291    EM
     3 -0.13865356D+04    4.6003117    0.0033069    142.382   357.618    EM
     4 -0.13842154D+04    2.3202290    0.0016734    142.015   357.985    EM
     5 -0.13819838D+04    2.2316229    0.0016122    142.578   357.422    EM
     6 -0.13780742D+04    3.9095434    0.0028289    144.691   355.309    EM
     7 -0.13700940D+04    7.9802377    0.0057909    149.539   350.461    EM
     8 -0.13565237D+04   13.5702969    0.0099046    157.616   342.384    EM
     9 -0.13415207D+04   15.0029654    0.0110599    166.857   333.143    EM
    10 -0.13323357D+04    9.1849923    0.0068467    174.716   325.284    EM
    11 -0.13289607D+04    3.3749766    0.0025331    180.800   319.200    EM
    12 -0.13278494D+04    1.1113001    0.0008362    185.697   314.303    EM
    13 -0.13273424D+04    0.5070461    0.0003819    189.879   310.121    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16465441D+04    0.0000000    0.0000000     91.968   408.032    EM
     2 -0.14068273D+04  239.7168161    0.1455879     71.343   428.657    EM
     3 -0.13947391D+04   12.0882007    0.0085925     60.896   439.104    EM
     4 -0.13878809D+04    6.8581376    0.0049171     56.487   443.513    EM
     5 -0.13815424D+04    6.3384949    0.0045670     57.320   442.680    EM
     6 -0.13727800D+04    8.7624288    0.0063425     64.178   435.822    EM
     7 -0.13603857D+04   12.3942470    0.0090286     76.565   423.435    EM
     8 -0.13484521D+04   11.9336352    0.0087722     89.970   410.030    EM
     9 -0.13418840D+04    6.5681295    0.0048709    100.785   399.215    EM
    10 -0.13391069D+04    2.7770351    0.0020695    109.396   390.604    EM
    11 -0.13374787D+04    1.6282154    0.0012159    116.932   383.068    EM
    12 -0.13361939D+04    1.2848409    0.0009606    123.916   376.084    EM
    13 -0.13350971D+04    1.0967632    0.0008208    130.531   369.469    EM
    14 -0.13341287D+04    0.9684468    0.0007254    136.862   363.138    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.24401888D+04    0.0000000    0.0000000    224.148   275.852    EM
     2 -0.13417562D+04 1098.4325530    0.4501425    224.173   275.827    EM
     3 -0.13350996D+04    6.6566101    0.0049611    225.668   274.332    EM
     4 -0.13314990D+04    3.6006430    0.0026969    227.699   272.301    EM
     5 -0.13288898D+04    2.6091185    0.0019595    229.859   270.141    EM
     6 -0.13271731D+04    1.7167682    0.0012919    231.893   268.107    EM
     7 -0.13262138D+04    0.9593061    0.0007228    233.702   266.298    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17685254D+04    0.0000000    0.0000000    389.843   110.157    EM
     2 -0.13518868D+04  416.6385706    0.2355853    388.104   111.896    EM
     3 -0.13420289D+04    9.8579082    0.0072920    382.064   117.936    EM
     4 -0.13383004D+04    3.7284938    0.0027783    375.206   124.794    EM
     5 -0.13361438D+04    2.1565695    0.0016114    368.304   131.696    EM
     6 -0.13346261D+04    1.5176624    0.0011359    361.599   138.401    EM
     7 -0.13334398D+04    1.1863793    0.0008889    355.153   144.847    EM
     8 -0.13324453D+04    0.9944419    0.0007458    348.963   151.037    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18906339D+04    0.0000000    0.0000000    348.418   151.582    EM
     2 -0.13410392D+04  549.5946643    0.2906933    352.487   147.513    EM
     3 -0.13381739D+04    2.8653716    0.0021367    354.115   145.885    EM
     4 -0.13372172D+04    0.9567004    0.0007149    354.750   145.250    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.27694678D+04    0.0000000    0.0000000    345.225   154.775    EM
     2 -0.14039680D+04 1365.4998194    0.4930549    354.472   145.528    EM
     3 -0.13883384D+04   15.6296693    0.0111325    356.716   143.284    EM
     4 -0.13787668D+04    9.5715980    0.0068943    354.979   145.021    EM
     5 -0.13667576D+04   12.0092056    0.0087101    349.493   150.507    EM
     6 -0.13517046D+04   15.0529420    0.0110136    341.505   158.495    EM
     7 -0.13394197D+04   12.2848879    0.0090884    333.573   166.427    EM
     8 -0.13332657D+04    6.1540691    0.0045946    326.788   173.212    EM
     9 -0.13305919D+04    2.6737805    0.0020054    320.890   179.110    EM
    10 -0.13291606D+04    1.4312587    0.0010757    315.609   184.391    EM
    11 -0.13282842D+04    0.8764009    0.0006594    310.837   189.163    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.29849191D+04    0.0000000    0.0000000    428.941    71.059    EM
     2 -0.13767263D+04 1608.1927847    0.5387727    425.830    74.170    EM
     3 -0.13637873D+04   12.9389961    0.0093984    416.752    83.248    EM
     4 -0.13530953D+04   10.6919762    0.0078399    406.762    93.238    EM
     5 -0.13474421D+04    5.6532333    0.0041780    399.209   100.791    EM
     6 -0.13452003D+04    2.2418448    0.0016638    393.726   106.274    EM
     7 -0.13437495D+04    1.4507211    0.0010784    388.777   111.223    EM
     8 -0.13420024D+04    1.7471752    0.0013002    383.264   116.736    EM
     9 -0.13397153D+04    2.2870751    0.0017042    376.725   123.275    EM
    10 -0.13370627D+04    2.6526431    0.0019800    369.335   130.665    EM
    11 -0.13345202D+04    2.5424566    0.0019015    361.747   138.253    EM
    12 -0.13325413D+04    1.9788662    0.0014828    354.623   145.377    EM
    13 -0.13312199D+04    1.3214337    0.0009917    348.258   151.742    EM
    14 -0.13303598D+04    0.8601418    0.0006461    342.603   157.397    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16181273D+04    0.0000000    0.0000000    268.211   231.789    EM
     2 -0.13432325D+04  274.8948114    0.1698845    268.388   231.612    EM
     3 -0.13311931D+04   12.0393886    0.0089630    267.286   232.714    EM
     4 -0.13280420D+04    3.1511194    0.0023671    265.860   234.140    EM
     5 -0.13268724D+04    1.1696289    0.0008807    264.364   235.636    EM
     6 -0.13262452D+04    0.6271705    0.0004727    262.908   237.092    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16693467D+04    0.0000000    0.0000000    253.071   246.929    EM
     2 -0.13942359D+04  275.1108358    0.1648015    252.635   247.365    EM
     3 -0.13799572D+04   14.2787245    0.0102413    252.790   247.210    EM
     4 -0.13662919D+04   13.6652667    0.0099027    253.369   246.631    EM
     5 -0.13522679D+04   14.0240328    0.0102643    254.209   245.791    EM
     6 -0.13414315D+04   10.8363888    0.0080135    255.163   244.837    EM
     7 -0.13343776D+04    7.0538869    0.0052585    256.087   243.913    EM
     8 -0.13298459D+04    4.5317128    0.0033961    256.748   243.252    EM
     9 -0.13272500D+04    2.5958431    0.0019520    257.011   242.989    EM
    10 -0.13260378D+04    1.2122497    0.0009134    256.919   243.081    EM
    11 -0.13255598D+04    0.4779585    0.0003604    256.587   243.413    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14634070D+04    0.0000000    0.0000000    261.810   238.190    EM
     2 -0.13469612D+04  116.4457385    0.0795717    261.755   238.245    EM
     3 -0.13440467D+04    2.9144993    0.0021638    261.492   238.508    EM
     4 -0.13421414D+04    1.9053527    0.0014176    260.963   239.037    EM
     5 -0.13397991D+04    2.3423212    0.0017452    260.113   239.887    EM
     6 -0.13369529D+04    2.8461246    0.0021243    258.949   241.051    EM
     7 -0.13337935D+04    3.1594507    0.0023632    257.574   242.426    EM
     8 -0.13307547D+04    3.0387503    0.0022783    256.160   243.840    EM
     9 -0.13283293D+04    2.4254019    0.0018226    254.869   245.131    EM
    10 -0.13267502D+04    1.5791307    0.0011888    253.782   246.218    EM
    11 -0.13258986D+04    0.8515776    0.0006419    252.901   247.099    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23044045D+04    0.0000000    0.0000000    372.477   127.523    EM
     2 -0.14120276D+04  892.3768519    0.3872484    391.764   108.236    EM
     3 -0.13888256D+04   23.2019962    0.0164317    395.345   104.655    EM
     4 -0.13729990D+04   15.8266006    0.0113957    390.352   109.648    EM
     5 -0.13564528D+04   16.5462761    0.0120512    381.122   118.878    EM
     6 -0.13438317D+04   12.6210899    0.0093045    373.007   126.993    EM
     7 -0.13385520D+04    5.2796261    0.0039288    368.199   131.801    EM
     8 -0.13371690D+04    1.3830617    0.0010333    365.627   134.373    EM
     9 -0.13367265D+04    0.4424672    0.0003309    363.985   136.015    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18105359D+04    0.0000000    0.0000000    228.069   271.931    EM
     2 -0.13519313D+04  458.6045321    0.2532977    230.332   269.668    EM
     3 -0.13320435D+04   19.8878346    0.0147107    232.954   267.046    EM
     4 -0.13274927D+04    4.5508032    0.0034164    235.108   264.892    EM
     5 -0.13262414D+04    1.2512588    0.0009426    236.887   263.113    EM
     6 -0.13257855D+04    0.4559037    0.0003438    238.399   261.601    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15924567D+04    0.0000000    0.0000000    430.725    69.275    EM
     2 -0.13590875D+04  233.3692024    0.1465467    418.215    81.785    EM
     3 -0.13482463D+04   10.8412456    0.0079769    405.069    94.931    EM
     4 -0.13418964D+04    6.3498475    0.0047097    393.943   106.057    EM
     5 -0.13383553D+04    3.5411425    0.0026389    384.466   115.534    EM
     6 -0.13358578D+04    2.4974983    0.0018661    376.055   123.945    EM
     7 -0.13340536D+04    1.8042488    0.0013506    368.616   131.384    EM
     8 -0.13328200D+04    1.2335914    0.0009247    362.079   137.921    EM
     9 -0.13319496D+04    0.8703831    0.0006530    356.260   143.740    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.29439186D+04    0.0000000    0.0000000    193.266   306.734    EM
     2 -0.13358334D+04 1608.0852109    0.5462397    192.772   307.228    EM
     3 -0.13307554D+04    5.0779916    0.0038014    194.806   305.194    EM
     4 -0.13286663D+04    2.0890888    0.0015699    197.681   302.319    EM
     5 -0.13276095D+04    1.0567696    0.0007954    200.785   299.215    EM
     6 -0.13270601D+04    0.5494496    0.0004139    203.879   296.121    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26150674D+04    0.0000000    0.0000000    198.083   301.917    EM
     2 -0.13692699D+04 1245.7975540    0.4763921    200.365   299.635    EM
     3 -0.13542825D+04   14.9873450    0.0109455    204.215   295.785    EM
     4 -0.13387979D+04   15.4846075    0.0114338    208.538   291.462    EM
     5 -0.13299218D+04    8.8760963    0.0066299    212.269   287.731    EM
     6 -0.13270034D+04    2.9183579    0.0021944    215.292   284.708    EM
     7 -0.13262666D+04    0.7368763    0.0005553    217.865   282.135    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.25621278D+04    0.0000000    0.0000000    161.875   338.125    EM
     2 -0.13691266D+04 1193.0011643    0.4656291    161.676   338.324    EM
     3 -0.13531369D+04   15.9897426    0.0116788    160.911   339.089    EM
     4 -0.13492954D+04    3.8415101    0.0028390    157.650   342.350    EM
     5 -0.13478090D+04    1.4863396    0.0011016    153.219   346.781    EM
     6 -0.13467738D+04    1.0352407    0.0007681    148.551   351.449    EM
     7 -0.13459015D+04    0.8722554    0.0006477    144.102   355.898    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18298825D+04    0.0000000    0.0000000    338.824   161.176    EM
     2 -0.14025988D+04  427.2837841    0.2335034    348.535   151.465    EM
     3 -0.13856958D+04   16.9029432    0.0120512    351.132   148.868    EM
     4 -0.13735590D+04   12.1368259    0.0087587    349.055   150.945    EM
     5 -0.13578857D+04   15.6733261    0.0114107    342.848   157.152    EM
     6 -0.13418102D+04   16.0754854    0.0118386    334.993   165.007    EM
     7 -0.13324981D+04    9.3121261    0.0069400    328.149   171.851    EM
     8 -0.13292830D+04    3.2151016    0.0024128    322.672   177.328    EM
     9 -0.13282134D+04    1.0695917    0.0008046    318.036   181.964    EM
    10 -0.13276723D+04    0.5410196    0.0004073    313.894   186.106    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 21


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18134030D+04    0.0000000    0.0000000    175.850   324.150    EM
     2 -0.13374167D+04  475.9862794    0.2624824    181.380   318.620    EM
     3 -0.13312337D+04    6.1830268    0.0046231    186.958   313.042    EM
     4 -0.13285747D+04    2.6589243    0.0019973    191.870   308.130    EM
     5 -0.13273672D+04    1.2074949    0.0009089    196.064   303.936    EM
     6 -0.13267868D+04    0.5804678    0.0004373    199.679   300.321    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 22


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17203589D+04    0.0000000    0.0000000    187.877   312.123    EM
     2 -0.13472938D+04  373.0651340    0.2168531    191.640   308.360    EM
     3 -0.13337712D+04   13.5225589    0.0100368    195.794   304.206    EM
     4 -0.13293910D+04    4.3802165    0.0032841    199.486   300.514    EM
     5 -0.13279875D+04    1.4035247    0.0010558    202.905   297.095    EM
     6 -0.13273079D+04    0.6795840    0.0005117    206.165   293.835    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 23


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15986893D+04    0.0000000    0.0000000    291.558   208.442    EM
     2 -0.13673556D+04  231.3337253    0.1447021    290.423   209.577    EM
     3 -0.13422138D+04   25.1418362    0.0183872    287.322   212.678    EM
     4 -0.13318213D+04   10.3924912    0.0077428    284.470   215.530    EM
     5 -0.13286382D+04    3.1830441    0.0023900    281.938   218.062    EM
     6 -0.13274623D+04    1.1759459    0.0008851    279.535   220.465    EM
     7 -0.13267853D+04    0.6770163    0.0005100    277.220   222.780    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 24


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21915277D+04    0.0000000    0.0000000    331.495   168.505    EM
     2 -0.14044080D+04  787.1196599    0.3591648    341.017   158.983    EM
     3 -0.13889175D+04   15.4904987    0.0110299    343.927   156.073    EM
     4 -0.13795752D+04    9.3423318    0.0067263    342.943   157.057    EM
     5 -0.13679086D+04   11.6665886    0.0084567    338.221   161.779    EM
     6 -0.13529238D+04   14.9848020    0.0109545    330.683   169.317    EM
     7 -0.13397449D+04   13.1789329    0.0097411    322.736   177.264    EM
     8 -0.13324059D+04    7.3389649    0.0054779    315.929   184.071    EM
     9 -0.13291966D+04    3.2092907    0.0024086    310.391   189.609    EM
    10 -0.13277697D+04    1.4269015    0.0010735    305.824   194.176    EM
    11 -0.13270589D+04    0.7107926    0.0005353    301.944   198.056    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 25


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19327353D+04    0.0000000    0.0000000    169.016   330.984    EM
     2 -0.13806360D+04  552.0992757    0.2856570    168.952   331.048    EM
     3 -0.13638754D+04   16.7605796    0.0121398    173.395   326.605    EM
     4 -0.13477598D+04   16.1156536    0.0118161    180.058   319.942    EM
     5 -0.13362800D+04   11.4797266    0.0085176    186.737   313.263    EM
     6 -0.13304898D+04    5.7902827    0.0043331    192.490   307.510    EM
     7 -0.13279463D+04    2.5434537    0.0019117    197.208   302.792    EM
     8 -0.13268716D+04    1.0746798    0.0008093    201.066   298.934    EM
     9 -0.13264117D+04    0.4598917    0.0003466    204.306   295.694    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 26


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.32577194D+04    0.0000000    0.0000000    236.154   263.846    EM
     2 -0.13329833D+04 1924.7360443    0.5908232    237.444   262.556    EM
     3 -0.13268619D+04    6.1214507    0.0045923    238.814   261.186    EM
     4 -0.13258135D+04    1.0484008    0.0007901    240.013   259.987    EM
     5 -0.13254995D+04    0.3140077    0.0002368    241.056   258.944    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 27


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15024801D+04    0.0000000    0.0000000    394.536   105.464    EM
     2 -0.13757242D+04  126.7558321    0.0843644    391.935   108.065    EM
     3 -0.13586739D+04   17.0502788    0.0123937    384.999   115.001    EM
     4 -0.13469822D+04   11.6917160    0.0086052    378.702   121.298    EM
     5 -0.13418926D+04    5.0896524    0.0037786    374.335   125.665    EM
     6 -0.13398640D+04    2.0285771    0.0015117    370.742   129.258    EM
     7 -0.13383716D+04    1.4924066    0.0011138    366.850   133.150    EM
     8 -0.13368044D+04    1.5672294    0.0011710    362.239   137.761    EM
     9 -0.13351712D+04    1.6331732    0.0012217    356.934   143.066    EM
    10 -0.13336203D+04    1.5508821    0.0011616    351.194   148.806    EM
    11 -0.13322851D+04    1.3352313    0.0010012    345.322   154.678    EM
    12 -0.13312135D+04    1.0716171    0.0008043    339.553   160.447    EM
    13 -0.13303739D+04    0.8395272    0.0006306    334.014   165.986    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 28


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15981925D+04    0.0000000    0.0000000    408.162    91.838    EM
     2 -0.13922951D+04  205.8973937    0.1288314    414.294    85.706    EM
     3 -0.13793148D+04   12.9802899    0.0093229    412.510    87.490    EM
     4 -0.13664299D+04   12.8848598    0.0093415    404.323    95.677    EM
     5 -0.13513711D+04   15.0587963    0.0110205    392.338   107.662    EM
     6 -0.13405338D+04   10.8373584    0.0080195    381.613   118.387    EM
     7 -0.13361771D+04    4.3566677    0.0032499    373.815   126.185    EM
     8 -0.13345992D+04    1.5779638    0.0011810    367.731   132.269    EM
     9 -0.13335976D+04    1.0015087    0.0007504    362.277   137.723    EM
    10 -0.13326899D+04    0.9077274    0.0006807    356.991   143.009    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 29


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15013946D+04    0.0000000    0.0000000      8.182   491.818    EM
     2 -0.13810385D+04  120.3561001    0.0801629     10.331   489.669    EM
     3 -0.13777986D+04    3.2399322    0.0023460     15.235   484.765    EM
     4 -0.13720495D+04    5.7490905    0.0041727     24.020   475.980    EM
     5 -0.13641703D+04    7.8791439    0.0057426     35.713   464.287    EM
     6 -0.13570529D+04    7.1174143    0.0052174     46.723   453.277    EM
     7 -0.13530195D+04    4.0334247    0.0029722     54.708   445.292    EM
     8 -0.13511741D+04    1.8453482    0.0013639     60.308   439.692    EM
     9 -0.13499853D+04    1.1888385    0.0008799     64.928   435.072    EM
    10 -0.13488596D+04    1.1256815    0.0008338     69.413   430.587    EM
    11 -0.13476890D+04    1.1705925    0.0008678     74.091   425.909    EM
    12 -0.13464535D+04    1.2355054    0.0009168     79.084   420.916    EM
    13 -0.13451249D+04    1.3286092    0.0009867     84.461   415.539    EM
    14 -0.13436857D+04    1.4391764    0.0010699     90.256   409.744    EM
    15 -0.13421686D+04    1.5171029    0.0011291     96.414   403.586    EM
    16 -0.13406641D+04    1.5045578    0.0011210    102.771   397.229    EM
    17 -0.13392777D+04    1.3863867    0.0010341    109.116   390.884    EM
    18 -0.13380691D+04    1.2085699    0.0009024    115.286   384.714    EM
    19 -0.13370283D+04    1.0407712    0.0007778    121.226   378.774    EM
    20 -0.13361022D+04    0.9261596    0.0006927    126.970   373.030    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 30


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18820587D+04    0.0000000    0.0000000    216.275   283.725    EM
     2 -0.13690578D+04  513.0009637    0.2725744    216.619   283.381    EM
     3 -0.13552707D+04   13.7870462    0.0100705    216.276   283.724    EM
     4 -0.13520074D+04    3.2632882    0.0024078    215.186   284.814    EM
     5 -0.13499881D+04    2.0193466    0.0014936    213.700   286.300    EM
     6 -0.13475327D+04    2.4553426    0.0018188    212.104   287.896    EM
     7 -0.13442952D+04    3.2375287    0.0024026    210.726   289.274    EM
     8 -0.13402600D+04    4.0352467    0.0030018    209.952   290.048    EM
     9 -0.13358240D+04    4.4359296    0.0033098    210.079   289.921    EM
    10 -0.13318061D+04    4.0179206    0.0030078    211.105   288.895    EM
    11 -0.13289407D+04    2.8653959    0.0021515    212.762   287.238    EM
    12 -0.13273216D+04    1.6191371    0.0012184    214.742   285.258    EM
    13 -0.13265444D+04    0.7771922    0.0005855    216.842   283.158    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 31


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18478538D+04    0.0000000    0.0000000    416.865    83.135    EM
     2 -0.13696467D+04  478.2071047    0.2587905    413.031    86.969    EM
     3 -0.13510136D+04   18.6331446    0.0136043    402.693    97.307    EM
     4 -0.13419296D+04    9.0839800    0.0067238    393.696   106.304    EM
     5 -0.13387994D+04    3.1301514    0.0023326    386.955   113.045    EM
     6 -0.13375095D+04    1.2899716    0.0009635    381.468   118.532    EM
     7 -0.13366967D+04    0.8127589    0.0006077    376.633   123.367    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 32


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26966155D+04    0.0000000    0.0000000    285.928   214.072    EM
     2 -0.13402493D+04 1356.3661901    0.5029884    285.315   214.685    EM
     3 -0.13315321D+04    8.7172054    0.0065042    283.059   216.941    EM
     4 -0.13289520D+04    2.5800347    0.0019376    280.782   219.218    EM
     5 -0.13275957D+04    1.3563231    0.0010206    278.666   221.334    EM
     6 -0.13267274D+04    0.8683508    0.0006541    276.728   223.272    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 33


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20730874D+04    0.0000000    0.0000000     61.513   438.487    EM
     2 -0.14048235D+04  668.2638801    0.3223520     40.781   459.219    EM
     3 -0.13936987D+04   11.1248625    0.0079190     30.441   469.559    EM
     4 -0.13895647D+04    4.1340090    0.0029662     24.276   475.724    EM
     5 -0.13873551D+04    2.2095571    0.0015901     20.353   479.647    EM
     6 -0.13859732D+04    1.3818621    0.0009960     17.815   482.185    EM
     7 -0.13850396D+04    0.9336018    0.0006736     16.196   483.804    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 34


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.28638531D+04    0.0000000    0.0000000    359.662   140.338    EM
     2 -0.13904216D+04 1473.4315105    0.5144927    365.023   134.977    EM
     3 -0.13722860D+04   18.1356356    0.0130433    361.936   138.064    EM
     4 -0.13569296D+04   15.3564000    0.0111904    354.519   145.481    EM
     5 -0.13444867D+04   12.4428792    0.0091699    346.132   153.868    EM
     6 -0.13370598D+04    7.4268819    0.0055240    338.362   161.638    EM
     7 -0.13328709D+04    4.1889167    0.0031329    331.321   168.679    EM
     8 -0.13303180D+04    2.5529015    0.0019153    325.060   174.940    EM
     9 -0.13288182D+04    1.4997881    0.0011274    319.613   180.387    EM
    10 -0.13279621D+04    0.8561196    0.0006443    314.871   185.129    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 35


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23960523D+04    0.0000000    0.0000000    257.931   242.069    EM
     2 -0.13454132D+04 1050.6390799    0.4384875    255.481   244.519    EM
     3 -0.13300486D+04   15.3646178    0.0114200    254.049   245.951    EM
     4 -0.13266107D+04    3.4379188    0.0025848    253.216   246.784    EM
     5 -0.13257013D+04    0.9093452    0.0006855    252.654   247.346    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 36


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.30335644D+04    0.0000000    0.0000000     29.925   470.075    EM
     2 -0.13853521D+04 1648.2122718    0.5433253     27.523   472.477    EM
     3 -0.13801715D+04    5.1806327    0.0037396     29.693   470.307    EM
     4 -0.13727826D+04    7.3888866    0.0053536     37.409   462.591    EM
     5 -0.13624853D+04   10.2972869    0.0075010     50.048   449.952    EM
     6 -0.13527953D+04    9.6900119    0.0071120     63.095   436.905    EM
     7 -0.13473444D+04    5.4508781    0.0040293     73.064   426.936    EM
     8 -0.13449616D+04    2.3827795    0.0017685     80.410   419.590    EM
     9 -0.13435299D+04    1.4317298    0.0010645     86.554   413.446    EM
    10 -0.13422907D+04    1.2392027    0.0009223     92.312   407.688    EM
    11 -0.13410994D+04    1.1913434    0.0008875     98.003   401.997    EM
    12 -0.13399528D+04    1.1465450    0.0008549    103.703   396.297    EM
    13 -0.13388690D+04    1.0837883    0.0008088    109.406   390.594    EM
    14 -0.13378509D+04    1.0181100    0.0007604    115.099   384.901    EM
    15 -0.13368825D+04    0.9684239    0.0007239    120.793   379.207    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 37


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16199658D+04    0.0000000    0.0000000    261.011   238.989    EM
     2 -0.13435487D+04  276.4171317    0.1706315    260.549   239.451    EM
     3 -0.13325820D+04   10.9666604    0.0081625    259.749   240.251    EM
     4 -0.13278917D+04    4.6903413    0.0035197    258.821   241.179    EM
     5 -0.13262154D+04    1.6763287    0.0012624    257.897   242.103    EM
     6 -0.13256252D+04    0.5901854    0.0004450    257.035   242.965    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 38


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.25445607D+04    0.0000000    0.0000000    341.975   158.025    EM
     2 -0.13609226D+04 1183.6380995    0.4651640    346.159   153.841    EM
     3 -0.13439410D+04   16.9815971    0.0124780    345.466   154.534    EM
     4 -0.13389031D+04    5.0379467    0.0037486    344.689   155.311    EM
     5 -0.13370297D+04    1.8733905    0.0013992    344.253   155.747    EM
     6 -0.13360224D+04    1.0072780    0.0007534    343.733   156.267    EM
     7 -0.13351284D+04    0.8940181    0.0006692    342.721   157.279    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 39


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16096727D+04    0.0000000    0.0000000     12.755   487.245    EM
     2 -0.13844737D+04  225.1990033    0.1399036     11.263   488.737    EM
     3 -0.13836276D+04    0.8460528    0.0006111     10.599   489.401    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 40


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17514010D+04    0.0000000    0.0000000    152.694   347.306    EM
     2 -0.13925688D+04  358.8321461    0.2048829    147.509   352.491    EM
     3 -0.13782709D+04   14.2978844    0.0102673    148.396   351.604    EM
     4 -0.13629447D+04   15.3262285    0.0111199    153.615   346.385    EM
     5 -0.13467213D+04   16.2234080    0.0119032    160.606   339.394    EM
     6 -0.13360934D+04   10.6278658    0.0078917    166.719   333.281    EM
     7 -0.13317549D+04    4.3385136    0.0032472    171.651   328.349    EM
     8 -0.13299626D+04    1.7923345    0.0013458    176.053   323.947    EM
     9 -0.13288866D+04    1.0759676    0.0008090    180.252   319.748    EM
    10 -0.13281295D+04    0.7571382    0.0005698    184.283   315.717    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 41


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17301777D+04    0.0000000    0.0000000    277.385   222.615    EM
     2 -0.13709904D+04  359.1872865    0.2076014    277.223   222.777    EM
     3 -0.13562179D+04   14.7724957    0.0107751    277.421   222.579    EM
     4 -0.13523460D+04    3.8719360    0.0028550    278.116   221.884    EM
     5 -0.13502607D+04    2.0853026    0.0015420    279.148   220.852    EM
     6 -0.13478341D+04    2.4266093    0.0017971    280.357   219.643    EM
     7 -0.13446073D+04    3.2268168    0.0023941    281.524   218.476    EM
     8 -0.13405174D+04    4.0899027    0.0030417    282.338   217.662    EM
     9 -0.13359435D+04    4.5738940    0.0034120    282.495   217.505    EM
    10 -0.13317505D+04    4.1929650    0.0031386    281.902   218.098    EM
    11 -0.13287556D+04    2.9948979    0.0022488    280.717   219.283    EM
    12 -0.13270847D+04    1.6709628    0.0012575    279.185   220.815    EM
    13 -0.13263071D+04    0.7775863    0.0005859    277.490   222.510    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 42


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21024596D+04    0.0000000    0.0000000    228.334   271.666    EM
     2 -0.13659242D+04  736.5353791    0.3503208    228.798   271.202    EM
     3 -0.13427337D+04   23.1905320    0.0169779    230.381   269.619    EM
     4 -0.13359267D+04    6.8069899    0.0050695    232.131   267.869    EM
     5 -0.13321310D+04    3.7956653    0.0028412    234.014   265.986    EM
     6 -0.13293158D+04    2.8152738    0.0021134    235.896   264.104    EM
     7 -0.13273834D+04    1.9323713    0.0014537    237.619   262.381    EM
     8 -0.13262667D+04    1.1167192    0.0008413    239.113   260.887    EM
     9 -0.13257145D+04    0.5521656    0.0004163    240.387   259.613    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 43


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22797208D+04    0.0000000    0.0000000    291.817   208.183    EM
     2 -0.13604646D+04  919.2561889    0.4032319    290.460   209.540    EM
     3 -0.13471140D+04   13.3505920    0.0098133    291.465   208.535    EM
     4 -0.13443939D+04    2.7201426    0.0020192    294.473   205.527    EM
     5 -0.13431057D+04    1.2881114    0.0009581    298.242   201.758    EM
     6 -0.13418571D+04    1.2486428    0.0009297    302.100   197.900    EM
     7 -0.13404781D+04    1.3790162    0.0010277    305.644   194.356    EM
     8 -0.13389396D+04    1.5384324    0.0011477    308.549   191.451    EM
     9 -0.13372300D+04    1.7096769    0.0012769    310.526   189.474    EM
    10 -0.13353576D+04    1.8723888    0.0014002    311.358   188.642    EM
    11 -0.13333805D+04    1.9771096    0.0014806    310.965   189.035    EM
    12 -0.13314321D+04    1.9483367    0.0014612    309.462   190.538    EM
    13 -0.13297016D+04    1.7305357    0.0012998    307.142   192.858    EM
    14 -0.13283480D+04    1.3535693    0.0010179    304.369   195.631    EM
    15 -0.13274141D+04    0.9338946    0.0007030    301.447   198.553    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 44


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16530203D+04    0.0000000    0.0000000    267.685   232.315    EM
     2 -0.13370777D+04  315.9426041    0.1911305    266.348   233.652    EM
     3 -0.13315386D+04    5.5391192    0.0041427    265.103   234.897    EM
     4 -0.13297227D+04    1.8158677    0.0013637    263.804   236.196    EM
     5 -0.13285387D+04    1.1840216    0.0008904    262.419   237.581    EM
     6 -0.13275627D+04    0.9759473    0.0007346    261.006   238.994    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 45


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15622473D+04    0.0000000    0.0000000    271.970   228.030    EM
     2 -0.13594771D+04  202.7702149    0.1297939    271.123   228.877    EM
     3 -0.13407167D+04   18.7603729    0.0137997    269.623   230.377    EM
     4 -0.13297413D+04   10.9753802    0.0081862    268.181   231.819    EM
     5 -0.13261950D+04    3.5463504    0.0026669    267.043   232.957    EM
     6 -0.13254497D+04    0.7452615    0.0005620    266.128   233.872    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 46


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18759172D+04    0.0000000    0.0000000     79.471   420.529    EM
     2 -0.13815872D+04  494.3299659    0.2635138     79.716   420.284    EM
     3 -0.13683498D+04   13.2374298    0.0095813     87.160   412.840    EM
     4 -0.13558203D+04   12.5294961    0.0091566     97.683   402.317    EM
     5 -0.13473077D+04    8.5125806    0.0062785    107.049   392.951    EM
     6 -0.13432328D+04    4.0749040    0.0030245    114.501   385.499    EM
     7 -0.13406642D+04    2.5686299    0.0019123    121.446   378.554    EM
     8 -0.13380501D+04    2.6140803    0.0019498    128.797   371.203    EM
     9 -0.13353845D+04    2.6656031    0.0019922    136.451   363.549    EM
    10 -0.13331323D+04    2.2521380    0.0016865    143.825   356.175    EM
    11 -0.13315525D+04    1.5798727    0.0011851    150.497   349.503    EM
    12 -0.13305351D+04    1.0173348    0.0007640    156.409   343.591    EM
    13 -0.13298441D+04    0.6910313    0.0005194    161.704   338.296    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 47


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17636286D+04    0.0000000    0.0000000    411.634    88.366    EM
     2 -0.13902091D+04  373.4194613    0.2117336    416.389    83.611    EM
     3 -0.13743137D+04   15.8954011    0.0114338    411.394    88.606    EM
     4 -0.13589997D+04   15.3140574    0.0111431    400.177    99.823    EM
     5 -0.13456394D+04   13.3603016    0.0098310    387.762   112.238    EM
     6 -0.13384177D+04    7.2216502    0.0053667    377.770   122.230    EM
     7 -0.13354918D+04    2.9259556    0.0021861    370.133   129.867    EM
     8 -0.13340514D+04    1.4403426    0.0010785    363.820   136.180    EM
     9 -0.13330443D+04    1.0070830    0.0007549    358.146   141.854    EM
    10 -0.13321812D+04    0.8630885    0.0006475    352.765   147.235    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 48


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.24243083D+04    0.0000000    0.0000000     62.645   437.355    EM
     2 -0.13704815D+04 1053.8267916    0.4346917     69.387   430.613    EM
     3 -0.13544264D+04   16.0551479    0.0117150     82.005   417.995    EM
     4 -0.13444325D+04    9.9938219    0.0073786     93.035   406.965    EM
     5 -0.13407934D+04    3.6391655    0.0027068    100.633   399.367    EM
     6 -0.13395653D+04    1.2280297    0.0009159    106.217   393.783    EM
     7 -0.13388334D+04    0.7319081    0.0005464    110.918   389.082    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 49


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20456391D+04    0.0000000    0.0000000    301.857   198.143    EM
     2 -0.13442981D+04  701.3409734    0.3428469    311.640   188.360    EM
     3 -0.13399631D+04    4.3350485    0.0032248    316.882   183.118    EM
     4 -0.13385029D+04    1.4601700    0.0010897    320.327   179.673    EM
     5 -0.13371970D+04    1.3059158    0.0009757    322.503   177.497    EM
     6 -0.13358015D+04    1.3954498    0.0010436    323.469   176.531    EM
     7 -0.13342856D+04    1.5159578    0.0011349    323.207   176.793    EM
     8 -0.13326872D+04    1.5984242    0.0011980    321.771   178.229    EM
     9 -0.13311111D+04    1.5760879    0.0011826    319.355   180.645    EM
    10 -0.13297020D+04    1.4090541    0.0010586    316.271   183.729    EM
    11 -0.13285767D+04    1.1253446    0.0008463    312.853   187.147    EM
    12 -0.13277654D+04    0.8112594    0.0006106    309.371   190.629    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 50


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18438588D+04    0.0000000    0.0000000    197.289   302.711    EM
     2 -0.13524929D+04  491.3658789    0.2664878    194.238   305.762    EM
     3 -0.13449854D+04    7.5074274    0.0055508    192.443   307.557    EM
     4 -0.13432950D+04    1.6904888    0.0012569    190.851   309.149    EM
     5 -0.13420055D+04    1.2894846    0.0009599    189.772   310.228    EM
     6 -0.13404821D+04    1.5233665    0.0011351    189.517   310.483    EM
     7 -0.13385929D+04    1.8891606    0.0014093    190.319   309.681    EM
     8 -0.13363221D+04    2.2708741    0.0016965    192.275   307.725    EM
     9 -0.13337995D+04    2.5225880    0.0018877    195.260   304.740    EM
    10 -0.13313319D+04    2.4676088    0.0018501    198.912   301.088    EM
    11 -0.13292857D+04    2.0461244    0.0015369    202.771   297.229    EM
    12 -0.13278618D+04    1.4239245    0.0010712    206.487   293.513    EM
    13 -0.13270048D+04    0.8570596    0.0006454    209.898   290.102    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 51


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17469496D+04    0.0000000    0.0000000    388.244   111.756    EM
     2 -0.13623727D+04  384.5768800    0.2201419    380.913   119.087    EM
     3 -0.13479505D+04   14.4222243    0.0105861    371.507   128.493    EM
     4 -0.13398797D+04    8.0707949    0.0059875    363.328   136.672    EM
     5 -0.13362484D+04    3.6312893    0.0027102    356.253   143.747    EM
     6 -0.13340782D+04    2.1701830    0.0016241    349.585   150.415    EM
     7 -0.13324489D+04    1.6292802    0.0012213    343.153   156.847    EM
     8 -0.13312042D+04    1.2446708    0.0009341    337.022   162.978    EM
     9 -0.13302583D+04    0.9459900    0.0007106    331.247   168.753    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 52


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18167234D+04    0.0000000    0.0000000    373.866   126.134    EM
     2 -0.14055801D+04  411.1433129    0.2263104    386.394   113.606    EM
     3 -0.13901449D+04   15.4352029    0.0109814    390.249   109.751    EM
     4 -0.13822965D+04    7.8483411    0.0056457    389.787   110.213    EM
     5 -0.13727499D+04    9.5465768    0.0069063    385.261   114.739    EM
     6 -0.13591617D+04   13.5882124    0.0098985    377.219   122.781    EM
     7 -0.13457424D+04   13.4193290    0.0098732    368.397   131.603    EM
     8 -0.13381316D+04    7.6108393    0.0056555    360.845   139.155    EM
     9 -0.13349103D+04    3.2213065    0.0024073    354.291   145.709    EM
    10 -0.13331148D+04    1.7954896    0.0013450    348.130   151.870    EM
    11 -0.13318007D+04    1.3140487    0.0009857    342.189   157.811    EM
    12 -0.13307952D+04    1.0054762    0.0007550    336.495   163.505    EM
    13 -0.13300190D+04    0.7762596    0.0005833    331.085   168.915    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 53


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18596009D+04    0.0000000    0.0000000    420.841    79.159    EM
     2 -0.13676820D+04  491.9189566    0.2645293    414.601    85.399    EM
     3 -0.13522966D+04   15.3853382    0.0112492    404.180    95.820    EM
     4 -0.13435256D+04    8.7710445    0.0064860    394.700   105.300    EM
     5 -0.13399220D+04    3.6035760    0.0026822    386.830   113.170    EM
     6 -0.13379557D+04    1.9663578    0.0014675    379.655   120.345    EM
     7 -0.13363785D+04    1.5771823    0.0011788    372.695   127.305    EM
     8 -0.13349894D+04    1.3891130    0.0010395    365.867   134.133    EM
     9 -0.13337769D+04    1.2124291    0.0009082    359.224   140.776    EM
    10 -0.13327368D+04    1.0401806    0.0007799    352.829   147.171    EM
    11 -0.13318469D+04    0.8898360    0.0006677    346.717   153.283    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 54


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22426024D+04    0.0000000    0.0000000    139.915   360.085    EM
     2 -0.13949424D+04  847.6600354    0.3779805    131.394   368.606    EM
     3 -0.13674200D+04   27.5223492    0.0197301    136.168   363.832    EM
     4 -0.13482696D+04   19.1504467    0.0140048    144.669   355.331    EM
     5 -0.13381447D+04   10.1249382    0.0075096    151.782   348.218    EM
     6 -0.13345274D+04    3.6172541    0.0027032    157.119   342.881    EM
     7 -0.13330938D+04    1.4336421    0.0010743    161.602   338.398    EM
     8 -0.13321803D+04    0.9134504    0.0006852    165.824   334.176    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 55


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19115319D+04    0.0000000    0.0000000    295.868   204.132    EM
     2 -0.13397588D+04  571.7730836    0.2991177    300.393   199.607    EM
     3 -0.13383931D+04    1.3657868    0.0010194    303.683   196.317    EM
     4 -0.13380432D+04    0.3498444    0.0002614    306.648   193.352    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 56


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19452013D+04    0.0000000    0.0000000    251.859   248.141    EM
     2 -0.13902135D+04  554.9878282    0.2853113    252.495   247.505    EM
     3 -0.13667525D+04   23.4609609    0.0168758    251.657   248.343    EM
     4 -0.13535127D+04   13.2398379    0.0096871    250.796   249.204    EM
     5 -0.13462919D+04    7.2207484    0.0053348    250.064   249.936    EM
     6 -0.13412767D+04    5.0152370    0.0037252    249.137   250.863    EM
     7 -0.13364001D+04    4.8766175    0.0036358    247.962   252.038    EM
     8 -0.13318322D+04    4.5678176    0.0034180    246.841   253.159    EM
     9 -0.13284623D+04    3.3699309    0.0025303    246.078   253.922    EM
    10 -0.13265811D+04    1.8811967    0.0014161    245.747   254.253    EM
    11 -0.13257516D+04    0.8295183    0.0006253    245.757   254.243    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 57


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22339654D+04    0.0000000    0.0000000    406.390    93.610    EM
     2 -0.13970906D+04  836.8747876    0.3746140    418.004    81.996    EM
     3 -0.13716896D+04   25.4009595    0.0181813    412.940    87.060    EM
     4 -0.13540473D+04   17.6423126    0.0128617    401.213    98.787    EM
     5 -0.13428426D+04   11.2047180    0.0082750    389.628   110.372    EM
     6 -0.13376311D+04    5.2115216    0.0038810    380.225   119.775    EM
     7 -0.13350479D+04    2.5831946    0.0019312    372.540   127.460    EM
     8 -0.13335360D+04    1.5119439    0.0011325    366.121   133.879    EM
     9 -0.13325998D+04    0.9361540    0.0007020    360.655   139.345    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 58


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15757889D+04    0.0000000    0.0000000    257.828   242.172    EM
     2 -0.13285021D+04  247.2868176    0.1569289    256.785   243.215    EM
     3 -0.13262876D+04    2.2144600    0.0016669    256.062   243.938    EM
     4 -0.13256426D+04    0.6450346    0.0004863    255.577   244.423    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 59


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18376379D+04    0.0000000    0.0000000    225.757   274.243    EM
     2 -0.13915812D+04  446.0566703    0.2427337    225.178   274.822    EM
     3 -0.13834722D+04    8.1089464    0.0058271    225.143   274.857    EM
     4 -0.13743017D+04    9.1705129    0.0066286    225.533   274.467    EM
     5 -0.13612606D+04   13.0411726    0.0094893    226.218   273.782    EM
     6 -0.13467013D+04   14.5592325    0.0106954    226.955   273.045    EM
     7 -0.13358119D+04   10.8894241    0.0080860    227.659   272.341    EM
     8 -0.13299168D+04    5.8951269    0.0044131    228.459   271.541    EM
     9 -0.13272451D+04    2.6716535    0.0020089    229.439   270.561    EM
    10 -0.13261654D+04    1.0797667    0.0008135    230.570   269.430    EM
    11 -0.13257548D+04    0.4105426    0.0003096    231.790   268.210    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 60


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23980258D+04    0.0000000    0.0000000    192.656   307.344    EM
     2 -0.13862679D+04 1011.7579065    0.4219129    188.022   311.978    EM
     3 -0.13547657D+04   31.5021476    0.0227244    189.928   310.072    EM
     4 -0.13412560D+04   13.5097396    0.0099720    193.430   306.570    EM
     5 -0.13348304D+04    6.4255569    0.0047907    197.352   302.648    EM
     6 -0.13312823D+04    3.5481510    0.0026581    201.432   298.568    EM
     7 -0.13290172D+04    2.2650345    0.0017014    205.419   294.581    EM
     8 -0.13276135D+04    1.4037633    0.0010562    209.106   290.894    EM
     9 -0.13268173D+04    0.7962175    0.0005997    212.419   287.581    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 61


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18891270D+04    0.0000000    0.0000000     33.917   466.083    EM
     2 -0.13777878D+04  511.3392057    0.2706749     38.128   461.872    EM
     3 -0.13691551D+04    8.6327293    0.0062656     47.744   452.256    EM
     4 -0.13584201D+04   10.7349759    0.0078406     60.754   439.246    EM
     5 -0.13502003D+04    8.2198137    0.0060510     72.698   427.302    EM
     6 -0.13460155D+04    4.1847900    0.0030994     82.211   417.789    EM
     7 -0.13436125D+04    2.4029841    0.0017853     90.501   409.499    EM
     8 -0.13416040D+04    2.0084923    0.0014948     98.499   401.501    EM
     9 -0.13397474D+04    1.8566307    0.0013839    106.431   393.569    EM
    10 -0.13380735D+04    1.6739207    0.0012494    114.222   385.778    EM
    11 -0.13366079D+04    1.4655517    0.0010953    121.763   378.237    EM
    12 -0.13353371D+04    1.2707981    0.0009508    128.994   371.006    EM
    13 -0.13342268D+04    1.1103451    0.0008315    135.906   364.094    EM
    14 -0.13332427D+04    0.9841076    0.0007376    142.514   357.486    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 62


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.28103169D+04    0.0000000    0.0000000    131.451   368.549    EM
     2 -0.13463231D+04 1463.9937783    0.5209355    127.269   372.731    EM
     3 -0.13440143D+04    2.3088378    0.0017149    125.247   374.753    EM
     4 -0.13433255D+04    0.6887538    0.0005125    123.910   376.090    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 63


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21623676D+04    0.0000000    0.0000000    161.341   338.659    EM
     2 -0.13613605D+04  801.0070810    0.3704306    156.279   343.721    EM
     3 -0.13415651D+04   19.7954387    0.0145409    159.452   340.548    EM
     4 -0.13347253D+04    6.8397869    0.0050984    164.798   335.202    EM
     5 -0.13315436D+04    3.1816660    0.0023838    170.502   329.498    EM
     6 -0.13298919D+04    1.6517181    0.0012405    175.968   324.032    EM
     7 -0.13289440D+04    0.9479364    0.0007128    181.045   318.955    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 64


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22255571D+04    0.0000000    0.0000000    288.730   211.270    EM
     2 -0.13757354D+04  849.8216781    0.3818467    290.589   209.411    EM
     3 -0.13564035D+04   19.3319016    0.0140520    290.706   209.294    EM
     4 -0.13517337D+04    4.6697892    0.0034428    292.300   207.700    EM
     5 -0.13499800D+04    1.7537637    0.0012974    294.714   205.286    EM
     6 -0.13485538D+04    1.4261013    0.0010564    297.118   202.882    EM
     7 -0.13468225D+04    1.7313804    0.0012839    298.892   201.108    EM
     8 -0.13445220D+04    2.3004224    0.0017080    299.530   200.470    EM
     9 -0.13414640D+04    3.0580793    0.0022745    298.653   201.347    EM
    10 -0.13376439D+04    3.8200995    0.0028477    296.205   203.795    EM
    11 -0.13335026D+04    4.1412316    0.0030959    292.664   207.336    EM
    12 -0.13299186D+04    3.5840172    0.0026877    288.869   211.131    EM
    13 -0.13275629D+04    2.3557571    0.0017714    285.465   214.535    EM
    14 -0.13263665D+04    1.1963652    0.0009012    282.650   217.350    EM
    15 -0.13258543D+04    0.5122377    0.0003862    280.345   219.655    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 65


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21529797D+04    0.0000000    0.0000000    171.115   328.885    EM
     2 -0.13474329D+04  805.5467927    0.3741544    167.037   332.963    EM
     3 -0.13395318D+04    7.9010808    0.0058638    168.750   331.250    EM
     4 -0.13346064D+04    4.9254053    0.0036770    173.177   326.823    EM
     5 -0.13310673D+04    3.5391454    0.0026518    178.461   321.539    EM
     6 -0.13288886D+04    2.1786375    0.0016368    183.501   316.499    EM
     7 -0.13277631D+04    1.1254878    0.0008469    187.940   312.060    EM
     8 -0.13272054D+04    0.5577704    0.0004201    191.823   308.177    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 66


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20001169D+04    0.0000000    0.0000000    109.985   390.015    EM
     2 -0.13430747D+04  657.0421901    0.3285019    108.289   391.711    EM
     3 -0.13414798D+04    1.5949055    0.0011875    110.061   389.939    EM
     4 -0.13403475D+04    1.1323424    0.0008441    113.452   386.548    EM
     5 -0.13391197D+04    1.2277544    0.0009160    117.937   382.063    EM
     6 -0.13377656D+04    1.3540696    0.0010112    123.255   376.745    EM
     7 -0.13363562D+04    1.4094709    0.0010536    129.163   370.837    EM
     8 -0.13349945D+04    1.3616806    0.0010190    135.390   364.610    EM
     9 -0.13337659D+04    1.2285940    0.0009203    141.691   358.309    EM
    10 -0.13327062D+04    1.0596425    0.0007945    147.887   352.113    EM
    11 -0.13318058D+04    0.9004706    0.0006757    153.876   346.124    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 67


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20830069D+04    0.0000000    0.0000000    324.214   175.786    EM
     2 -0.13405485D+04  742.4584891    0.3564359    328.860   171.140    EM
     3 -0.13333774D+04    7.1710135    0.0053493    327.675   172.325    EM
     4 -0.13307309D+04    2.6465722    0.0019849    324.520   175.480    EM
     5 -0.13292691D+04    1.4617467    0.0010985    320.675   179.325    EM
     6 -0.13283458D+04    0.9233107    0.0006946    316.685   183.315    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 68


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.24744670D+04    0.0000000    0.0000000    278.337   221.663    EM
     2 -0.13549443D+04 1119.5226650    0.4524298    279.348   220.652    EM
     3 -0.13486812D+04    6.2630701    0.0046224    280.490   219.510    EM
     4 -0.13453151D+04    3.3661578    0.0024959    281.663   218.337    EM
     5 -0.13413467D+04    3.9683700    0.0029498    282.554   217.446    EM
     6 -0.13368090D+04    4.5376761    0.0033829    282.834   217.166    EM
     7 -0.13324724D+04    4.3366303    0.0032440    282.355   217.645    EM
     8 -0.13292201D+04    3.2523068    0.0024408    281.241   218.759    EM
     9 -0.13273242D+04    1.8958624    0.0014263    279.737   220.263    EM
    10 -0.13264175D+04    0.9067574    0.0006831    278.045   221.955    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 69


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26258435D+04    0.0000000    0.0000000    438.203    61.797    EM
     2 -0.13896256D+04 1236.2179124    0.4707889    443.611    56.389    EM
     3 -0.13801359D+04    9.4896940    0.0068290    441.662    58.338    EM
     4 -0.13705699D+04    9.5660495    0.0069312    434.020    65.980    EM
     5 -0.13599739D+04   10.5959429    0.0077310    423.122    76.878    EM
     6 -0.13517372D+04    8.2366947    0.0060565    412.994    87.006    EM
     7 -0.13475816D+04    4.1555838    0.0030743    405.370    94.630    EM
     8 -0.13455501D+04    2.0315217    0.0015075    399.261   100.739    EM
     9 -0.13438241D+04    1.7259989    0.0012827    393.303   106.697    EM
    10 -0.13417479D+04    2.0761854    0.0015450    386.681   113.319    EM
    11 -0.13392408D+04    2.5071075    0.0018685    379.195   120.805    EM
    12 -0.13365803D+04    2.6605597    0.0019866    371.218   128.782    EM
    13 -0.13342322D+04    2.3480171    0.0017567    363.413   136.587    EM
    14 -0.13324973D+04    1.7349501    0.0013003    356.271   143.729    EM
    15 -0.13313312D+04    1.1660550    0.0008751    349.911   150.089    EM
    16 -0.13305239D+04    0.8073302    0.0006064    344.214   155.786    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 70


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17916522D+04    0.0000000    0.0000000    175.483   324.517    EM
     2 -0.13427234D+04  448.9288166    0.2505669    171.012   328.988    EM
     3 -0.13324020D+04   10.3213101    0.0076868    171.725   328.275    EM
     4 -0.13298197D+04    2.5823925    0.0019381    174.116   325.884    EM
     5 -0.13288170D+04    1.0026121    0.0007539    177.153   322.847    EM
     6 -0.13282705D+04    0.5465625    0.0004113    180.428   319.572    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 71


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15994985D+04    0.0000000    0.0000000    359.957   140.043    EM
     2 -0.13587175D+04  240.7810069    0.1505353    365.674   134.326    EM
     3 -0.13456669D+04   13.0505681    0.0096051    365.598   134.402    EM
     4 -0.13423028D+04    3.3641027    0.0025000    364.297   135.703    EM
     5 -0.13409114D+04    1.3914193    0.0010366    362.412   137.588    EM
     6 -0.13398320D+04    1.0793550    0.0008049    359.848   140.152    EM
     7 -0.13385956D+04    1.2364635    0.0009228    356.430   143.570    EM
     8 -0.13370763D+04    1.5192418    0.0011350    352.065   147.935    EM
     9 -0.13353128D+04    1.7635373    0.0013190    346.837   153.163    EM
    10 -0.13334745D+04    1.8383099    0.0013767    341.025   158.975    EM
    11 -0.13317952D+04    1.6793170    0.0012594    335.022   164.978    EM
    12 -0.13304471D+04    1.3480796    0.0010122    329.176   170.824    EM
    13 -0.13294605D+04    0.9865705    0.0007415    323.684   176.316    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 72


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14566826D+04    0.0000000    0.0000000    320.807   179.193    EM
     2 -0.13530140D+04  103.6685344    0.0711676    315.607   184.393    EM
     3 -0.13374088D+04   15.6051966    0.0115337    309.707   190.293    EM
     4 -0.13294804D+04    7.9284681    0.0059282    304.799   195.201    EM
     5 -0.13271387D+04    2.3416686    0.0017613    300.944   199.056    EM
     6 -0.13265336D+04    0.6051253    0.0004560    297.727   202.273    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 73


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22022131D+04    0.0000000    0.0000000    246.183   253.817    EM
     2 -0.13805398D+04  821.6733592    0.3731125    246.104   253.896    EM
     3 -0.13524673D+04   28.0725299    0.0203345    247.277   252.723    EM
     4 -0.13375953D+04   14.8719700    0.0109962    248.714   251.286    EM
     5 -0.13304785D+04    7.1167728    0.0053206    249.998   250.002    EM
     6 -0.13274200D+04    3.0585372    0.0022988    250.999   249.001    EM
     7 -0.13261137D+04    1.3062277    0.0009840    251.730   248.270    EM
     8 -0.13255669D+04    0.5468338    0.0004124    252.254   247.746    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 74


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17853346D+04    0.0000000    0.0000000     10.533   489.467    EM
     2 -0.13848672D+04  400.4673941    0.2243094      9.028   490.972    EM
     3 -0.13844124D+04    0.4547953    0.0003284      7.974   492.026    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 75


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17360844D+04    0.0000000    0.0000000    299.623   200.377    EM
     2 -0.13388872D+04  397.1972140    0.2287891    294.859   205.141    EM
     3 -0.13299162D+04    8.9710407    0.0067004    290.728   209.272    EM
     4 -0.13270662D+04    2.8500275    0.0021430    287.365   212.635    EM
     5 -0.13263569D+04    0.7092472    0.0005344    284.493   215.507    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 76


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.28769348D+04    0.0000000    0.0000000    226.385   273.615    EM
     2 -0.13423673D+04 1534.5674613    0.5334036    224.333   275.667    EM
     3 -0.13304650D+04   11.9022984    0.0088666    224.352   275.648    EM
     4 -0.13275094D+04    2.9556207    0.0022215    225.194   274.806    EM
     5 -0.13264153D+04    1.0941344    0.0008242    226.401   273.599    EM
     6 -0.13259689D+04    0.4463898    0.0003365    227.768   272.232    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 77


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19799632D+04    0.0000000    0.0000000     88.491   411.509    EM
     2 -0.13527547D+04  627.2084441    0.3167778     95.627   404.373    EM
     3 -0.13445959D+04    8.1587748    0.0060312    101.812   398.188    EM
     4 -0.13418324D+04    2.7635601    0.0020553    106.935   393.065    EM
     5 -0.13401393D+04    1.6931295    0.0012618    112.138   387.862    EM
     6 -0.13385620D+04    1.5772835    0.0011770    117.847   382.153    EM
     7 -0.13370481D+04    1.5139155    0.0011310    124.005   375.995    EM
     8 -0.13356618D+04    1.3862455    0.0010368    130.402   369.598    EM
     9 -0.13344378D+04    1.2239760    0.0009164    136.841   363.159    EM
    10 -0.13333687D+04    1.0691600    0.0008012    143.190   356.810    EM
    11 -0.13324281D+04    0.9405532    0.0007054    149.378   350.622    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 78


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.25514907D+04    0.0000000    0.0000000    349.494   150.506    EM
     2 -0.13489194D+04 1202.5712689    0.4713210    350.036   149.964    EM
     3 -0.13375810D+04   11.3384287    0.0084056    346.486   153.514    EM
     4 -0.13346732D+04    2.9078349    0.0021740    342.504   157.496    EM
     5 -0.13333178D+04    1.3553349    0.0010155    338.528   161.472    EM
     6 -0.13323931D+04    0.9247525    0.0006936    334.538   165.462    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 79


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17766666D+04    0.0000000    0.0000000    159.328   340.672    EM
     2 -0.13780441D+04  398.6224978    0.2243654    159.363   340.637    EM
     3 -0.13618437D+04   16.2004294    0.0117561    163.553   336.447    EM
     4 -0.13501327D+04   11.7109622    0.0085993    168.356   331.644    EM
     5 -0.13430823D+04    7.0504359    0.0052220    172.767   327.233    EM
     6 -0.13385210D+04    4.5612782    0.0033961    177.412   322.588    EM
     7 -0.13346044D+04    3.9165626    0.0029260    182.661   317.339    EM
     8 -0.13312076D+04    3.3968663    0.0025452    188.103   311.897    EM
     9 -0.13287955D+04    2.4120497    0.0018119    193.128   306.872    EM
    10 -0.13274256D+04    1.3699462    0.0010310    197.461   302.539    EM
    11 -0.13267429D+04    0.6826515    0.0005143    201.145   298.855    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 80


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21788592D+04    0.0000000    0.0000000    141.056   358.944    EM
     2 -0.13423763D+04  836.4829157    0.3839087    133.393   366.607    EM
     3 -0.13383654D+04    4.0108602    0.0029879    132.199   367.801    EM
     4 -0.13365628D+04    1.8026930    0.0013469    133.841   366.159    EM
     5 -0.13351909D+04    1.3718551    0.0010264    137.070   362.930    EM
     6 -0.13339737D+04    1.2172404    0.0009117    141.268   358.732    EM
     7 -0.13328540D+04    1.1196201    0.0008393    146.049   353.951    EM
     8 -0.13318337D+04    1.0202976    0.0007655    151.130   348.870    EM
     9 -0.13309292D+04    0.9045639    0.0006792    156.297   343.703    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 81


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16694531D+04    0.0000000    0.0000000    144.567   355.433    EM
     2 -0.13786739D+04  290.7791943    0.1741763    145.499   354.501    EM
     3 -0.13571054D+04   21.5685343    0.0156444    152.375   347.625    EM
     4 -0.13398053D+04   17.3000665    0.0127478    160.546   339.454    EM
     5 -0.13315976D+04    8.2077149    0.0061261    167.075   332.925    EM
     6 -0.13292490D+04    2.3486698    0.0017638    172.076   327.924    EM
     7 -0.13285262D+04    0.7227971    0.0005438    176.303   323.697    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 82


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21332366D+04    0.0000000    0.0000000    122.881   377.119    EM
     2 -0.13894439D+04  743.7926831    0.3486686    118.831   381.169    EM
     3 -0.13626057D+04   26.8382088    0.0193158    125.661   374.339    EM
     4 -0.13447140D+04   17.8916342    0.0131305    134.533   365.467    EM
     5 -0.13366163D+04    8.0977777    0.0060219    141.229   358.771    EM
     6 -0.13342956D+04    2.3206691    0.0017362    146.024   353.976    EM
     7 -0.13334778D+04    0.8178195    0.0006129    150.014   349.986    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 83


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.29225692D+04    0.0000000    0.0000000    338.476   161.524    EM
     2 -0.13395277D+04 1583.0415155    0.5416609    345.595   154.405    EM
     3 -0.13355709D+04    3.9567584    0.0029538    346.946   153.054    EM
     4 -0.13339142D+04    1.6566589    0.0012404    345.722   154.278    EM
     5 -0.13326535D+04    1.2607777    0.0009452    343.011   156.989    EM
     6 -0.13315158D+04    1.1376162    0.0008536    339.380   160.620    EM
     7 -0.13304947D+04    1.0211288    0.0007669    335.227   164.773    EM
     8 -0.13296277D+04    0.8669690    0.0006516    330.859   169.141    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 84


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15526262D+04    0.0000000    0.0000000    256.022   243.978    EM
     2 -0.13383891D+04  214.2370966    0.1379837    254.394   245.606    EM
     3 -0.13291551D+04    9.2339804    0.0068993    253.176   246.824    EM
     4 -0.13268888D+04    2.2663474    0.0017051    252.395   247.605    EM
     5 -0.13260334D+04    0.8554473    0.0006447    251.932   248.068    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 85


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.25008747D+04    0.0000000    0.0000000    211.539   288.461    EM
     2 -0.13807380D+04 1120.1367914    0.4478980    208.944   291.056    EM
     3 -0.13489691D+04   31.7688551    0.0230086    210.106   289.894    EM
     4 -0.13346021D+04   14.3670369    0.0106504    212.371   287.629    EM
     5 -0.13287833D+04    5.8187163    0.0043599    214.803   285.197    EM
     6 -0.13268643D+04    1.9190706    0.0014442    217.162   282.838    EM
     7 -0.13262405D+04    0.6237443    0.0004701    219.422   280.578    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 86


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20034660D+04    0.0000000    0.0000000    392.421   107.579    EM
     2 -0.13965986D+04  606.8673700    0.3029087    402.614    97.386    EM
     3 -0.13813176D+04   15.2810389    0.0109416    402.432    97.568    EM
     4 -0.13680845D+04   13.2330467    0.0095800    395.673   104.327    EM
     5 -0.13544804D+04   13.6041708    0.0099440    386.208   113.792    EM
     6 -0.13452785D+04    9.2018711    0.0067937    378.294   121.706    EM
     7 -0.13414653D+04    3.8132162    0.0028345    372.629   127.371    EM
     8 -0.13397614D+04    1.7039130    0.0012702    367.832   132.168    EM
     9 -0.13382962D+04    1.4651262    0.0010936    362.851   137.149    EM
    10 -0.13366556D+04    1.6406459    0.0012259    357.281   142.719    EM
    11 -0.13348788D+04    1.7767568    0.0013293    351.154   148.846    EM
    12 -0.13331478D+04    1.7310073    0.0012968    344.748   155.252    EM
    13 -0.13316524D+04    1.4953933    0.0011217    338.399   161.601    EM
    14 -0.13304841D+04    1.1683135    0.0008773    332.355   167.645    EM
    15 -0.13296173D+04    0.8667841    0.0006515    326.726   173.274    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 87


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15684970D+04    0.0000000    0.0000000    467.291    32.709    EM
     2 -0.13902898D+04  178.2071253    0.1136165    473.980    26.020    EM
     3 -0.13873174D+04    2.9724888    0.0021380    477.885    22.115    EM
     4 -0.13856454D+04    1.6719611    0.0012052    480.188    19.812    EM
     5 -0.13842889D+04    1.3565232    0.0009790    481.198    18.802    EM
     6 -0.13825932D+04    1.6956941    0.0012250    480.633    19.367    EM
     7 -0.13795797D+04    3.0134587    0.0021796    477.419    22.581    EM
     8 -0.13738247D+04    5.7550313    0.0041716    469.807    30.193    EM
     9 -0.13647926D+04    9.0320599    0.0065744    457.469    42.531    EM
    10 -0.13552750D+04    9.5176165    0.0069737    443.941    56.059    EM
    11 -0.13491249D+04    6.1501188    0.0045379    432.986    67.014    EM
    12 -0.13461522D+04    2.9727018    0.0022034    424.735    75.265    EM
    13 -0.13443868D+04    1.7653522    0.0013114    417.871    82.129    EM
    14 -0.13429475D+04    1.4393476    0.0010706    411.547    88.453    EM
    15 -0.13416284D+04    1.3190616    0.0009822    405.413    94.587    EM
    16 -0.13403879D+04    1.2405179    0.0009246    399.355   100.645    EM
    17 -0.13392257D+04    1.1621814    0.0008670    393.361   106.639    EM
    18 -0.13381480D+04    1.0777655    0.0008048    387.448   112.552    EM
    19 -0.13371502D+04    0.9977983    0.0007457    381.627   118.373    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 88


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17308166D+04    0.0000000    0.0000000    123.569   376.431    EM
     2 -0.13500294D+04  380.7872657    0.2200044    117.385   382.615    EM
     3 -0.13452348D+04    4.7945207    0.0035514    115.011   384.989    EM
     4 -0.13435754D+04    1.6594347    0.0012336    114.495   385.505    EM
     5 -0.13425984D+04    0.9769587    0.0007271    115.157   384.843    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 89


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18362642D+04    0.0000000    0.0000000    274.584   225.416    EM
     2 -0.13585964D+04  477.6677435    0.2601302    273.900   226.100    EM
     3 -0.13535295D+04    5.0668686    0.0037295    275.144   224.856    EM
     4 -0.13519550D+04    1.5745038    0.0011633    277.442   222.558    EM
     5 -0.13507545D+04    1.2005040    0.0008880    279.992   220.008    EM
     6 -0.13493000D+04    1.4544832    0.0010768    282.285   217.715    EM
     7 -0.13473696D+04    1.9304940    0.0014307    283.910   216.090    EM
     8 -0.13447629D+04    2.6066771    0.0019346    284.474   215.526    EM
     9 -0.13413173D+04    3.4455921    0.0025622    283.683   216.317    EM
    10 -0.13371126D+04    4.2047333    0.0031348    281.579   218.421    EM
    11 -0.13327465D+04    4.3660294    0.0032653    278.696   221.304    EM
    12 -0.13291896D+04    3.5568932    0.0026688    275.787   224.213    EM
    13 -0.13270061D+04    2.1834926    0.0016427    273.326   226.674    EM
    14 -0.13259692D+04    1.0369784    0.0007814    271.393   228.607    EM
    15 -0.13255554D+04    0.4137990    0.0003121    269.880   230.120    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 90


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16641789D+04    0.0000000    0.0000000    480.020    19.980    EM
     2 -0.13754678D+04  288.7110714    0.1734856    473.498    26.502    EM
     3 -0.13669850D+04    8.4827622    0.0061672    462.064    37.936    EM
     4 -0.13575251D+04    9.4599669    0.0069203    448.715    51.285    EM
     5 -0.13508926D+04    6.6325134    0.0048857    437.423    62.577    EM
     6 -0.13474995D+04    3.3930572    0.0025117    428.757    71.243    EM
     7 -0.13454390D+04    2.0604615    0.0015291    421.436    78.564    EM
     8 -0.13437403D+04    1.6987571    0.0012626    414.612    85.388    EM
     9 -0.13422212D+04    1.5190887    0.0011305    408.025    91.975    EM
    10 -0.13408602D+04    1.3609612    0.0010140    401.646    98.354    EM
    11 -0.13396470D+04    1.2132209    0.0009048    395.503   104.497    EM
    12 -0.13385752D+04    1.0718293    0.0008001    389.631   110.369    EM
    13 -0.13376370D+04    0.9381487    0.0007009    384.054   115.946    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 91


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15607630D+04    0.0000000    0.0000000    287.018   212.982    EM
     2 -0.13890408D+04  171.7222166    0.1100245    288.275   211.725    EM
     3 -0.13714604D+04   17.5804273    0.0126565    286.439   213.561    EM
     4 -0.13567664D+04   14.6939737    0.0107141    283.546   216.454    EM
     5 -0.13455873D+04   11.1791308    0.0082395    280.710   219.290    EM
     6 -0.13383268D+04    7.2604984    0.0053958    277.893   222.107    EM
     7 -0.13331356D+04    5.1911969    0.0038789    274.946   225.054    EM
     8 -0.13293336D+04    3.8020016    0.0028519    272.183   227.817    EM
     9 -0.13270392D+04    2.2943953    0.0017260    269.919   230.081    EM
    10 -0.13259521D+04    1.0870977    0.0008192    268.188   231.812    EM
    11 -0.13255212D+04    0.4309088    0.0003250    266.869   233.131    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 92


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18118924D+04    0.0000000    0.0000000    421.651    78.349    EM
     2 -0.13822445D+04  429.6479547    0.2371266    423.641    76.359    EM
     3 -0.13612692D+04   20.9752449    0.0151748    415.088    84.912    EM
     4 -0.13489862D+04   12.2830470    0.0090232    405.802    94.198    EM
     5 -0.13439974D+04    4.9887940    0.0036982    398.965   101.035    EM
     6 -0.13420176D+04    1.9797523    0.0014730    393.397   106.603    EM
     7 -0.13404636D+04    1.5540305    0.0011580    387.813   112.187    EM
     8 -0.13388222D+04    1.6414181    0.0012245    381.757   118.243    EM
     9 -0.13371615D+04    1.6606164    0.0012404    375.295   124.705    EM
    10 -0.13356354D+04    1.5261621    0.0011413    368.690   131.310    EM
    11 -0.13343358D+04    1.2996258    0.0009730    362.187   137.813    EM
    12 -0.13332612D+04    1.0745399    0.0008053    355.916   144.084    EM
    13 -0.13323587D+04    0.9024839    0.0006769    349.914   150.086    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 93


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20137036D+04    0.0000000    0.0000000    443.360    56.640    EM
     2 -0.13946966D+04  619.0069714    0.3073973    454.548    45.452    EM
     3 -0.13851807D+04    9.5159284    0.0068229    457.004    42.996    EM
     4 -0.13771134D+04    8.0672199    0.0058239    452.850    47.150    EM
     5 -0.13669126D+04   10.2007833    0.0074074    442.574    57.426    EM
     6 -0.13559366D+04   10.9760568    0.0080298    429.352    70.648    EM
     7 -0.13481054D+04    7.8312098    0.0057755    417.374    82.626    EM
     8 -0.13437310D+04    4.3743623    0.0032448    407.441    92.559    EM
     9 -0.13407024D+04    3.0286564    0.0022539    398.548   101.452    EM
    10 -0.13381847D+04    2.5176732    0.0018779    390.298   109.702    EM
    11 -0.13362401D+04    1.9446379    0.0014532    382.830   117.170    EM
    12 -0.13348614D+04    1.3786526    0.0010317    376.209   123.791    EM
    13 -0.13338665D+04    0.9949229    0.0007453    370.304   129.696    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 94


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16692890D+04    0.0000000    0.0000000    452.762    47.238    EM
     2 -0.13802261D+04  289.0629353    0.1731653    450.313    49.687    EM
     3 -0.13747906D+04    5.4355040    0.0039381    444.049    55.951    EM
     4 -0.13649180D+04    9.8725654    0.0071811    432.568    67.432    EM
     5 -0.13527006D+04   12.2174273    0.0089510    418.285    81.715    EM
     6 -0.13441275D+04    8.5730441    0.0063377    405.735    94.265    EM
     7 -0.13402501D+04    3.8774752    0.0028848    395.837   104.163    EM
     8 -0.13382690D+04    1.9810855    0.0014781    387.456   112.544    EM
     9 -0.13368100D+04    1.4589623    0.0010902    379.825   120.175    EM
    10 -0.13355716D+04    1.2383903    0.0009264    372.645   127.355    EM
    11 -0.13344795D+04    1.0920782    0.0008177    365.800   134.200    EM
    12 -0.13334984D+04    0.9811488    0.0007352    359.237   140.763    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 95


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15880796D+04    0.0000000    0.0000000     48.495   451.505    EM
     2 -0.13907971D+04  197.2825322    0.1242271     41.870   458.130    EM
     3 -0.13870998D+04    3.6972846    0.0026584     38.521   461.479    EM
     4 -0.13852652D+04    1.8346319    0.0013226     36.823   463.177    EM
     5 -0.13838706D+04    1.3945809    0.0010067     36.361   463.639    EM
     6 -0.13821016D+04    1.7689510    0.0012783     37.406   462.594    EM
     7 -0.13789117D+04    3.1899819    0.0023081     40.985   459.015    EM
     8 -0.13728948D+04    6.0168795    0.0043635     48.654   451.346    EM
     9 -0.13636169D+04    9.2778494    0.0067579     60.633   439.367    EM
    10 -0.13539451D+04    9.6718224    0.0070928     73.814   426.186    EM
    11 -0.13475016D+04    6.4435225    0.0047591     85.059   414.941    EM
    12 -0.13438446D+04    3.6569957    0.0027139     94.472   405.528    EM
    13 -0.13410092D+04    2.8353736    0.0021099    103.249   396.751    EM
    14 -0.13383879D+04    2.6213009    0.0019547    111.766   388.234    EM
    15 -0.13361874D+04    2.2005584    0.0016442    119.746   380.254    EM
    16 -0.13345657D+04    1.6216794    0.0012137    126.933   373.067    EM
    17 -0.13334190D+04    1.1466409    0.0008592    133.342   366.658    EM
    18 -0.13325561D+04    0.8629047    0.0006471    139.145   360.855    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 96


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22503005D+04    0.0000000    0.0000000    223.039   276.961    EM
     2 -0.13741852D+04  876.1153098    0.3893326    219.275   280.725    EM
     3 -0.13460845D+04   28.1006535    0.0204490    220.925   279.075    EM
     4 -0.13351301D+04   10.9544237    0.0081380    223.928   276.072    EM
     5 -0.13299045D+04    5.2256092    0.0039139    226.779   273.221    EM
     6 -0.13274933D+04    2.4111998    0.0018131    229.087   270.913    EM
     7 -0.13263854D+04    1.1079466    0.0008346    230.899   269.101    EM
     8 -0.13258483D+04    0.5370806    0.0004049    232.342   267.658    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 97


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.24070812D+04    0.0000000    0.0000000     90.045   409.955    EM
     2 -0.13792931D+04 1027.7880197    0.4269852     88.412   411.588    EM
     3 -0.13556930D+04   23.6001820    0.0171103     97.426   402.574    EM
     4 -0.13433069D+04   12.3860986    0.0091364    106.581   393.419    EM
     5 -0.13390932D+04    4.2136305    0.0031368    113.284   386.716    EM
     6 -0.13376999D+04    1.3933763    0.0010405    118.510   381.490    EM
     7 -0.13369273D+04    0.7725612    0.0005775    123.002   376.998    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 98


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19744955D+04    0.0000000    0.0000000    195.648   304.352    EM
     2 -0.13562722D+04  618.2233655    0.3131045    195.786   304.214    EM
     3 -0.13383428D+04   17.9293836    0.0132196    197.236   302.764    EM
     4 -0.13340556D+04    4.2871523    0.0032033    198.259   301.741    EM
     5 -0.13323847D+04    1.6709001    0.0012525    199.360   300.640    EM
     6 -0.13310687D+04    1.3159934    0.0009877    200.884   299.116    EM
     7 -0.13298117D+04    1.2570234    0.0009444    202.873   297.127    EM
     8 -0.13286613D+04    1.1504254    0.0008651    205.210   294.790    EM
     9 -0.13276981D+04    0.9631898    0.0007249    207.720   292.280    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 99


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14721753D+04    0.0000000    0.0000000    180.227   319.773    EM
     2 -0.13677072D+04  104.4681043    0.0709617    183.493   316.507    EM
     3 -0.13450124D+04   22.6948072    0.0165933    187.869   312.131    EM
     4 -0.13365393D+04    8.4730776    0.0062996    190.192   309.808    EM
     5 -0.13340414D+04    2.4979545    0.0018690    191.378   308.622    EM
     6 -0.13327829D+04    1.2585146    0.0009434    192.489   307.511    EM
     7 -0.13316271D+04    1.1557519    0.0008672    193.999   306.001    EM
     8 -0.13304489D+04    1.1781964    0.0008848    196.021   303.979    EM
     9 -0.13293086D+04    1.1403430    0.0008571    198.476   301.524    EM
    10 -0.13282943D+04    1.0142163    0.0007630    201.202   298.798    EM
    11 -0.13274713D+04    0.8230334    0.0006196    204.021   295.979    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 100


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20926494D+04    0.0000000    0.0000000     72.357   427.643    EM
     2 -0.13922147D+04  700.4347328    0.3347119     65.072   434.928    EM
     3 -0.13794320D+04   12.7826689    0.0091815     67.132   432.868    EM
     4 -0.13677800D+04   11.6520409    0.0084470     75.730   424.270    EM
     5 -0.13555521D+04   12.2278918    0.0089400     87.836   412.164    EM
     6 -0.13464772D+04    9.0749280    0.0066946     99.502   400.498    EM
     7 -0.13413527D+04    5.1244173    0.0038058    109.592   390.408    EM
     8 -0.13380552D+04    3.2975087    0.0024583    118.668   381.332    EM
     9 -0.13355978D+04    2.4574478    0.0018366    126.947   373.053    EM
    10 -0.13338304D+04    1.7673446    0.0013233    134.390   365.610    EM
    11 -0.13325858D+04    1.2446735    0.0009332    141.065   358.935    EM
    12 -0.13316563D+04    0.9294302    0.0006975    147.133   352.867    EM


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 45


     6 -0.13254497D+04    0.7452615    0.0005620    266.128   233.872    EM
     7 -0.13253127D+04    0.1370188    0.0001034    265.346   234.654    EM
     8 -0.13252804D+04    0.0322900    0.0000244    264.647   235.353    EM
     9 -0.13252671D+04    0.0133224    0.0000101    264.010   235.990    EM
    10 -0.13252586D+04    0.0084569    0.0000064    263.425   236.575    EM
    11 -0.13252522D+04    0.0064181    0.0000048    262.883   237.117    EM
    12 -0.13252470D+04    0.0052191    0.0000039    262.381   237.619    EM
    13 -0.13252426D+04    0.0043847    0.0000033    261.915   238.085    EM
    14 -0.13252388D+04    0.0037502    0.0000028    261.481   238.519    EM
    15 -0.13252356D+04    0.0032411    0.0000024    261.076   238.924    EM
    16 -0.13252328D+04    0.0028187    0.0000021    260.698   239.302    EM
    17 -0.13252303D+04    0.0024606    0.0000019    260.345   239.655    EM
    18 -0.13252282D+04    0.0021530    0.0000016    260.015   239.985    EM
    19 -0.13252263D+04    0.0018864    0.0000014    259.706   240.294    EM
    20 -0.13252246D+04    0.0016543    0.0000012    259.417   240.583    EM
    21 -0.13252232D+04    0.0014515    0.0000011    259.147   240.853    EM
    22 -0.13252219D+04    0.0012740    0.0000010    258.894   241.106    EM
    23 -0.13252208D+04    0.0011185    0.0000008    258.657   241.343    EM
    24 -0.13252198D+04    0.0009821    0.0000007    258.434   241.566    EM
    25 -0.13252189D+04    0.0008625    0.0000007    258.226   241.774    EM
    26 -0.13252182D+04    0.0007575    0.0000006    258.031   241.969    EM
    27 -0.13252175D+04    0.0006653    0.0000005    257.849   242.151    EM
    28 -0.13252169D+04    0.0005843    0.0000004    257.677   242.323    EM
    29 -0.13252164D+04    0.0005133    0.0000004    257.517   242.483    EM
    30 -0.13252160D+04    0.0004509    0.0000003    257.366   242.634    EM
    31 -0.13252156D+04    0.0003961    0.0000003    257.225   242.775    EM
    32 -0.13252152D+04    0.0003479    0.0000003    257.093   242.907    EM
    33 -0.13252149D+04    0.0003057    0.0000002    256.970   243.030    EM
    34 -0.13252146D+04    0.0002685    0.0000002    256.853   243.147    EM
    35 -0.13252144D+04    0.0002359    0.0000002    256.745   243.255    EM
    36 -0.13252142D+04    0.0002073    0.0000002    256.643   243.357    EM
    37 -0.13252140D+04    0.0001821    0.0000001    256.547   243.453    EM
    38 -0.13252139D+04    0.0001600    0.0000001    256.458   243.542    EM
    39 -0.13252137D+04    0.0001406    0.0000001    256.374   243.626    EM
    40 -0.13252128D+04    0.0009027    0.0000007    255.064   244.936    FS
    41 -0.13252127D+04    0.0001003    0.0000001    255.259   244.741    FS
    42 -0.13252127D+04    0.0000134    0.0000000    255.100   244.900    FS
    43 -0.13252127D+04    0.0000019    0.0000000    255.135   244.865    FS
    44 -0.13252127D+04    0.0000003    0.0000000    255.112   244.888    FS
    45 -0.13252127D+04    0.0000000    0.0000000    255.118   244.882    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 26


     5 -0.13254995D+04    0.3140077    0.0002368    241.056   258.944    EM
     6 -0.13253824D+04    0.1170630    0.0000883    241.981   258.019    EM
     7 -0.13253323D+04    0.0501543    0.0000378    242.818   257.182    EM
     8 -0.13253069D+04    0.0253392    0.0000191    243.587   256.413    EM
     9 -0.13252914D+04    0.0154656    0.0000117    244.301   255.699    EM
    10 -0.13252804D+04    0.0110797    0.0000084    244.968   255.032    EM
    11 -0.13252716D+04    0.0087884    0.0000066    245.593   254.407    EM
    12 -0.13252642D+04    0.0073549    0.0000055    246.179   253.821    EM
    13 -0.13252579D+04    0.0063166    0.0000048    246.730   253.270    EM
    14 -0.13252524D+04    0.0054917    0.0000041    247.248   252.752    EM
    15 -0.13252476D+04    0.0048027    0.0000036    247.734   252.266    EM
    16 -0.13252434D+04    0.0042124    0.0000032    248.191   251.809    EM
    17 -0.13252397D+04    0.0037002    0.0000028    248.621   251.379    EM
    18 -0.13252364D+04    0.0032528    0.0000025    249.024   250.976    EM
    19 -0.13252336D+04    0.0028606    0.0000022    249.402   250.598    EM
    20 -0.13252311D+04    0.0025162    0.0000019    249.757   250.243    EM
    21 -0.13252289D+04    0.0022134    0.0000017    250.091   249.909    EM
    22 -0.13252269D+04    0.0019472    0.0000015    250.403   249.597    EM
    23 -0.13252252D+04    0.0017129    0.0000013    250.697   249.303    EM
    24 -0.13252237D+04    0.0015068    0.0000011    250.972   249.028    EM
    25 -0.13252224D+04    0.0013255    0.0000010    251.230   248.770    EM
    26 -0.13252212D+04    0.0011659    0.0000009    251.472   248.528    EM
    27 -0.13252202D+04    0.0010255    0.0000008    251.699   248.301    EM
    28 -0.13252193D+04    0.0009019    0.0000007    251.912   248.088    EM
    29 -0.13252185D+04    0.0007932    0.0000006    252.112   247.888    EM
    30 -0.13252178D+04    0.0006976    0.0000005    252.300   247.700    EM
    31 -0.13252172D+04    0.0006135    0.0000005    252.475   247.525    EM
    32 -0.13252166D+04    0.0005395    0.0000004    252.640   247.360    EM
    33 -0.13252162D+04    0.0004744    0.0000004    252.794   247.206    EM
    34 -0.13252157D+04    0.0004172    0.0000003    252.939   247.061    EM
    35 -0.13252154D+04    0.0003668    0.0000003    253.075   246.925    EM
    36 -0.13252150D+04    0.0003225    0.0000002    253.203   246.797    EM
    37 -0.13252148D+04    0.0002836    0.0000002    253.322   246.678    EM
    38 -0.13252145D+04    0.0002493    0.0000002    253.434   246.566    EM
    39 -0.13252129D+04    0.0016063    0.0000012    255.185   244.815    FS
    40 -0.13252127D+04    0.0001791    0.0000001    254.924   245.076    FS
    41 -0.13252127D+04    0.0000238    0.0000000    255.135   244.865    FS
    42 -0.13252127D+04    0.0000033    0.0000000    255.089   244.911    FS
    43 -0.13252127D+04    0.0000005    0.0000000    255.119   244.881    FS
    44 -0.13252127D+04    0.0000001    0.0000000    255.111   244.889    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 91


    11 -0.13255212D+04    0.4309088    0.0003250    266.869   233.131    EM
    12 -0.13253631D+04    0.1580827    0.0001193    265.830   234.170    EM
    13 -0.13253032D+04    0.0598780    0.0000452    264.974   235.026    EM
    14 -0.13252772D+04    0.0259498    0.0000196    264.242   235.758    EM
    15 -0.13252636D+04    0.0136778    0.0000103    263.597   236.403    EM
    16 -0.13252549D+04    0.0086818    0.0000066    263.019   236.981    EM
    17 -0.13252486D+04    0.0062888    0.0000047    262.492   237.508    EM
    18 -0.13252437D+04    0.0049355    0.0000037    262.008   237.992    EM
    19 -0.13252396D+04    0.0040565    0.0000031    261.561   238.439    EM
    20 -0.13252362D+04    0.0034243    0.0000026    261.147   238.853    EM
    21 -0.13252332D+04    0.0029364    0.0000022    260.761   239.239    EM
    22 -0.13252307D+04    0.0025417    0.0000019    260.402   239.598    EM
    23 -0.13252285D+04    0.0022125    0.0000017    260.067   239.933    EM
    24 -0.13252266D+04    0.0019326    0.0000015    259.754   240.246    EM
    25 -0.13252249D+04    0.0016916    0.0000013    259.462   240.538    EM
    26 -0.13252234D+04    0.0014826    0.0000011    259.188   240.812    EM
    27 -0.13252221D+04    0.0013004    0.0000010    258.932   241.068    EM
    28 -0.13252209D+04    0.0011412    0.0000009    258.692   241.308    EM
    29 -0.13252199D+04    0.0010018    0.0000008    258.467   241.533    EM
    30 -0.13252191D+04    0.0008796    0.0000007    258.257   241.743    EM
    31 -0.13252183D+04    0.0007725    0.0000006    258.060   241.940    EM
    32 -0.13252176D+04    0.0006784    0.0000005    257.875   242.125    EM
    33 -0.13252170D+04    0.0005958    0.0000004    257.702   242.298    EM
    34 -0.13252165D+04    0.0005234    0.0000004    257.540   242.460    EM
    35 -0.13252160D+04    0.0004597    0.0000003    257.388   242.612    EM
    36 -0.13252156D+04    0.0004038    0.0000003    257.246   242.754    EM
    37 -0.13252153D+04    0.0003548    0.0000003    257.113   242.887    EM
    38 -0.13252150D+04    0.0003117    0.0000002    256.988   243.012    EM
    39 -0.13252147D+04    0.0002738    0.0000002    256.870   243.130    EM
    40 -0.13252129D+04    0.0017569    0.0000013    255.043   244.957    FS
    41 -0.13252127D+04    0.0001954    0.0000001    255.315   244.685    FS
    42 -0.13252127D+04    0.0000260    0.0000000    255.095   244.905    FS
    43 -0.13252127D+04    0.0000036    0.0000000    255.142   244.858    FS
    44 -0.13252127D+04    0.0000005    0.0000000    255.111   244.889    FS
    45 -0.13252127D+04    0.0000001    0.0000000    255.119   244.881    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 89


    15 -0.13255554D+04    0.4137990    0.0003121    269.880   230.120    EM
    16 -0.13254002D+04    0.1551345    0.0001170    268.655   231.345    EM
    17 -0.13253384D+04    0.0618438    0.0000467    267.625   232.375    EM
    18 -0.13253091D+04    0.0292851    0.0000221    266.728   233.272    EM
    19 -0.13252919D+04    0.0171832    0.0000130    265.928   234.072    EM
    20 -0.13252799D+04    0.0119797    0.0000090    265.204   234.796    EM
    21 -0.13252707D+04    0.0092751    0.0000070    264.540   235.460    EM
    22 -0.13252631D+04    0.0075972    0.0000057    263.928   236.072    EM
    23 -0.13252567D+04    0.0064114    0.0000048    263.360   236.640    EM
    24 -0.13252512D+04    0.0055000    0.0000042    262.833   237.167    EM
    25 -0.13252464D+04    0.0047623    0.0000036    262.342   237.658    EM
    26 -0.13252422D+04    0.0041461    0.0000031    261.883   238.117    EM
    27 -0.13252386D+04    0.0036214    0.0000027    261.455   238.545    EM
    28 -0.13252355D+04    0.0031694    0.0000024    261.055   238.945    EM
    29 -0.13252327D+04    0.0027773    0.0000021    260.681   239.319    EM
    30 -0.13252302D+04    0.0024355    0.0000018    260.330   239.670    EM
    31 -0.13252281D+04    0.0021368    0.0000016    260.002   239.998    EM
    32 -0.13252262D+04    0.0018753    0.0000014    259.695   240.305    EM
    33 -0.13252246D+04    0.0016462    0.0000012    259.408   240.592    EM
    34 -0.13252231D+04    0.0014453    0.0000011    259.139   240.861    EM
    35 -0.13252219D+04    0.0012690    0.0000010    258.886   241.114    EM
    36 -0.13252208D+04    0.0011144    0.0000008    258.650   241.350    EM
    37 -0.13252198D+04    0.0009786    0.0000007    258.428   241.572    EM
    38 -0.13252189D+04    0.0008595    0.0000006    258.221   241.779    EM
    39 -0.13252182D+04    0.0007549    0.0000006    258.026   241.974    EM
    40 -0.13252175D+04    0.0006630    0.0000005    257.844   242.156    EM
    41 -0.13252132D+04    0.0042478    0.0000032    255.004   244.996    FS
    42 -0.13252128D+04    0.0004741    0.0000004    255.427   244.573    FS
    43 -0.13252127D+04    0.0000629    0.0000000    255.083   244.917    FS
    44 -0.13252127D+04    0.0000087    0.0000000    255.157   244.843    FS
    45 -0.13252127D+04    0.0000013    0.0000000    255.108   244.892    FS
    46 -0.13252127D+04    0.0000002    0.0000000    255.121   244.879    FS
    47 -0.13252127D+04    0.0000000    0.0000000    255.114   244.886    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


    11 -0.13255598D+04    0.4779585    0.0003604    256.587   243.413    EM
    12 -0.13253859D+04    0.1739044    0.0001312    256.115   243.885    EM
    13 -0.13253209D+04    0.0649881    0.0000490    255.575   244.425    EM
    14 -0.13252929D+04    0.0279849    0.0000211    255.010   244.990    EM
    15 -0.13252779D+04    0.0150326    0.0000113    254.443   245.557    EM
    16 -0.13252680D+04    0.0099509    0.0000075    253.890   246.110    EM
    17 -0.13252604D+04    0.0075495    0.0000057    253.357   246.643    EM
    18 -0.13252543D+04    0.0061559    0.0000046    252.848   247.152    EM
    19 -0.13252491D+04    0.0052021    0.0000039    252.365   247.635    EM
    20 -0.13252446D+04    0.0044763    0.0000034    251.908   248.092    EM
    21 -0.13252407D+04    0.0038888    0.0000029    251.477   248.523    EM
    22 -0.13252373D+04    0.0033965    0.0000026    251.071   248.929    EM
    23 -0.13252343D+04    0.0029755    0.0000022    250.689   249.311    EM
    24 -0.13252317D+04    0.0026113    0.0000020    250.329   249.671    EM
    25 -0.13252294D+04    0.0022939    0.0000017    249.992   250.008    EM
    26 -0.13252274D+04    0.0020163    0.0000015    249.675   250.325    EM
    27 -0.13252256D+04    0.0017729    0.0000013    249.377   250.623    EM
    28 -0.13252241D+04    0.0015591    0.0000012    249.097   250.903    EM
    29 -0.13252227D+04    0.0013712    0.0000010    248.835   251.165    EM
    30 -0.13252215D+04    0.0012060    0.0000009    248.589   251.411    EM
    31 -0.13252204D+04    0.0010607    0.0000008    248.358   251.642    EM
    32 -0.13252195D+04    0.0009329    0.0000007    248.142   251.858    EM
    33 -0.13252187D+04    0.0008205    0.0000006    247.939   252.061    EM
    34 -0.13252180D+04    0.0007216    0.0000005    247.748   252.252    EM
    35 -0.13252173D+04    0.0006345    0.0000005    247.570   252.430    EM
    36 -0.13252168D+04    0.0005580    0.0000004    247.402   252.598    EM
    37 -0.13252163D+04    0.0004907    0.0000004    247.245   252.755    EM
    38 -0.13252158D+04    0.0004315    0.0000003    247.098   252.902    EM
    39 -0.13252155D+04    0.0003794    0.0000003    246.960   253.040    EM
    40 -0.13252130D+04    0.0024451    0.0000018    244.798   255.202    FS
    41 -0.13252127D+04    0.0002730    0.0000002    245.121   254.879    FS
    42 -0.13252127D+04    0.0000362    0.0000000    244.861   255.139    FS
    43 -0.13252127D+04    0.0000050    0.0000000    244.917   255.083    FS
    44 -0.13252127D+04    0.0000007    0.0000000    244.880   255.120    FS
    45 -0.13252127D+04    0.0000001    0.0000000    244.889   255.111    FS
    46 -0.13252127D+04    0.0000000    0.0000000    244.884   255.116    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 73


     8 -0.13255669D+04    0.5468338    0.0004124    252.254   247.746    EM
     9 -0.13253482D+04    0.2186962    0.0001650    252.634   247.366    EM
    10 -0.13252643D+04    0.0838695    0.0000633    252.917   247.083    EM
    11 -0.13252330D+04    0.0313711    0.0000237    253.135   246.865    EM
    12 -0.13252213D+04    0.0116757    0.0000088    253.311   246.689    EM
    13 -0.13252169D+04    0.0044244    0.0000033    253.457   246.543    EM
    14 -0.13252151D+04    0.0017608    0.0000013    253.582   246.418    EM
    15 -0.13252143D+04    0.0007682    0.0000006    253.692   246.308    EM
    16 -0.13252140D+04    0.0003854    0.0000003    253.791   246.209    EM
    17 -0.13252137D+04    0.0002282    0.0000002    253.880   246.120    EM
    18 -0.13252136D+04    0.0001569    0.0000001    253.961   246.039    EM
    19 -0.13252135D+04    0.0001199    0.0000001    254.036   245.964    EM
    20 -0.13252134D+04    0.0000977    0.0000001    254.106   245.894    EM
    21 -0.13252133D+04    0.0000824    0.0000001    254.170   245.830    EM
    22 -0.13252132D+04    0.0000708    0.0000001    254.230   245.770    EM
    23 -0.13252131D+04    0.0000614    0.0000000    254.286   245.714    EM
    24 -0.13252131D+04    0.0000536    0.0000000    254.339   245.661    EM
    25 -0.13252130D+04    0.0000469    0.0000000    254.388   245.612    EM
    26 -0.13252130D+04    0.0000411    0.0000000    254.433   245.567    EM
    27 -0.13252130D+04    0.0000361    0.0000000    254.476   245.524    EM
    28 -0.13252129D+04    0.0000317    0.0000000    254.516   245.484    EM
    29 -0.13252129D+04    0.0000279    0.0000000    254.554   245.446    EM
    30 -0.13252129D+04    0.0000245    0.0000000    254.589   245.411    EM
    31 -0.13252129D+04    0.0000215    0.0000000    254.622   245.378    EM
    32 -0.13252128D+04    0.0000189    0.0000000    254.653   245.347    EM
    33 -0.13252128D+04    0.0000166    0.0000000    254.682   245.318    EM
    34 -0.13252128D+04    0.0000146    0.0000000    254.709   245.291    EM
    35 -0.13252128D+04    0.0000128    0.0000000    254.734   245.266    EM
    36 -0.13252128D+04    0.0000113    0.0000000    254.758   245.242    EM
    37 -0.13252128D+04    0.0000099    0.0000000    254.780   245.220    EM
    38 -0.13252128D+04    0.0000087    0.0000000    254.801   245.199    EM
    39 -0.13252128D+04    0.0000077    0.0000000    254.821   245.179    EM
    40 -0.13252127D+04    0.0000067    0.0000000    254.839   245.161    EM
    41 -0.13252127D+04    0.0000059    0.0000000    254.856   245.144    EM
    42 -0.13252127D+04    0.0000052    0.0000000    254.873   245.127    EM
    43 -0.13252127D+04    0.0000046    0.0000000    254.888   245.112    EM
    44 -0.13252127D+04    0.0000040    0.0000000    254.902   245.098    EM
    45 -0.13252127D+04    0.0000035    0.0000000    254.915   245.085    EM
    46 -0.13252127D+04    0.0000227    0.0000000    255.123   244.877    FS
    47 -0.13252127D+04    0.0000025    0.0000000    255.092   244.908    FS
    48 -0.13252127D+04    0.0000003    0.0000000    255.117   244.883    FS
    49 -0.13252127D+04    0.0000000    0.0000000    255.112   244.888    FS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


     3 -0.13255717D+04    0.5326802    0.0004017    242.969   257.031    EM
     4 -0.13253885D+04    0.1831222    0.0001381    243.554   256.446    EM
     5 -0.13253222D+04    0.0663120    0.0000500    244.168   255.832    EM
     6 -0.13252942D+04    0.0280563    0.0000212    244.782   255.218    EM
     7 -0.13252792D+04    0.0149917    0.0000113    245.381   254.619    EM
     8 -0.13252692D+04    0.0099642    0.0000075    245.957   254.043    EM
     9 -0.13252616D+04    0.0076148    0.0000057    246.507   253.493    EM
    10 -0.13252554D+04    0.0062499    0.0000047    247.028   252.972    EM
    11 -0.13252501D+04    0.0053068    0.0000040    247.522   252.478    EM
    12 -0.13252455D+04    0.0045809    0.0000035    247.987   252.013    EM
    13 -0.13252415D+04    0.0039878    0.0000030    248.426   251.574    EM
    14 -0.13252380D+04    0.0034873    0.0000026    248.839   251.161    EM
    15 -0.13252349D+04    0.0030574    0.0000023    249.227   250.773    EM
    16 -0.13252323D+04    0.0026844    0.0000020    249.592   250.408    EM
    17 -0.13252299D+04    0.0023588    0.0000018    249.934   250.066    EM
    18 -0.13252278D+04    0.0020738    0.0000016    250.256   249.744    EM
    19 -0.13252260D+04    0.0018236    0.0000014    250.558   249.442    EM
    20 -0.13252244D+04    0.0016038    0.0000012    250.842   249.158    EM
    21 -0.13252230D+04    0.0014106    0.0000011    251.108   248.892    EM
    22 -0.13252217D+04    0.0012407    0.0000009    251.358   248.642    EM
    23 -0.13252207D+04    0.0010912    0.0000008    251.592   248.408    EM
    24 -0.13252197D+04    0.0009598    0.0000007    251.811   248.189    EM
    25 -0.13252188D+04    0.0008441    0.0000006    252.017   247.983    EM
    26 -0.13252181D+04    0.0007424    0.0000006    252.211   247.789    EM
    27 -0.13252175D+04    0.0006529    0.0000005    252.392   247.608    EM
    28 -0.13252169D+04    0.0005741    0.0000004    252.562   247.438    EM
    29 -0.13252164D+04    0.0005049    0.0000004    252.721   247.279    EM
    30 -0.13252159D+04    0.0004439    0.0000003    252.870   247.130    EM
    31 -0.13252155D+04    0.0003904    0.0000003    253.011   246.989    EM
    32 -0.13252152D+04    0.0003432    0.0000003    253.142   246.858    EM
    33 -0.13252149D+04    0.0003018    0.0000002    253.265   246.735    EM
    34 -0.13252146D+04    0.0002653    0.0000002    253.381   246.619    EM
    35 -0.13252144D+04    0.0002333    0.0000002    253.489   246.511    EM
    36 -0.13252142D+04    0.0002051    0.0000002    253.591   246.409    EM
    37 -0.13252140D+04    0.0001803    0.0000001    253.686   246.314    EM
    38 -0.13252128D+04    0.0011615    0.0000009    255.175   244.825    FS
    39 -0.13252127D+04    0.0001294    0.0000001    254.952   245.048    FS
    40 -0.13252127D+04    0.0000172    0.0000000    255.132   244.868    FS
    41 -0.13252127D+04    0.0000024    0.0000000    255.093   244.907    FS
    42 -0.13252127D+04    0.0000003    0.0000000    255.119   244.881    FS
    43 -0.13252127D+04    0.0000000    0.0000000    255.112   244.888    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 37


     6 -0.13256252D+04    0.5901854    0.0004450    257.035   242.965    EM
     7 -0.13254092D+04    0.2159860    0.0001629    256.243   243.757    EM
     8 -0.13253261D+04    0.0831365    0.0000627    255.518   244.482    EM
     9 -0.13252911D+04    0.0349127    0.0000263    254.848   245.152    EM
    10 -0.13252741D+04    0.0170501    0.0000129    254.226   245.774    EM
    11 -0.13252640D+04    0.0101278    0.0000076    253.646   246.354    EM
    12 -0.13252568D+04    0.0071691    0.0000054    253.103   246.897    EM
    13 -0.13252511D+04    0.0056793    0.0000043    252.594   247.406    EM
    14 -0.13252463D+04    0.0047663    0.0000036    252.117   247.883    EM
    15 -0.13252422D+04    0.0041068    0.0000031    251.669   248.331    EM
    16 -0.13252387D+04    0.0035796    0.0000027    251.249   248.751    EM
    17 -0.13252355D+04    0.0031359    0.0000024    250.854   249.146    EM
    18 -0.13252328D+04    0.0027534    0.0000021    250.483   249.517    EM
    19 -0.13252304D+04    0.0024200    0.0000018    250.135   249.865    EM
    20 -0.13252282D+04    0.0021279    0.0000016    249.809   250.191    EM
    21 -0.13252264D+04    0.0018715    0.0000014    249.503   250.497    EM
    22 -0.13252247D+04    0.0016461    0.0000012    249.215   250.785    EM
    23 -0.13252233D+04    0.0014479    0.0000011    248.945   251.055    EM
    24 -0.13252220D+04    0.0012736    0.0000010    248.692   251.308    EM
    25 -0.13252209D+04    0.0011202    0.0000008    248.455   251.545    EM
    26 -0.13252199D+04    0.0009853    0.0000007    248.233   251.767    EM
    27 -0.13252190D+04    0.0008666    0.0000007    248.024   251.976    EM
    28 -0.13252183D+04    0.0007621    0.0000006    247.828   252.172    EM
    29 -0.13252176D+04    0.0006702    0.0000005    247.644   252.356    EM
    30 -0.13252170D+04    0.0005894    0.0000004    247.472   252.528    EM
    31 -0.13252165D+04    0.0005183    0.0000004    247.311   252.689    EM
    32 -0.13252160D+04    0.0004558    0.0000003    247.159   252.841    EM
    33 -0.13252156D+04    0.0004008    0.0000003    247.017   252.983    EM
    34 -0.13252153D+04    0.0003524    0.0000003    246.884   253.116    EM
    35 -0.13252150D+04    0.0003098    0.0000002    246.759   253.241    EM
    36 -0.13252147D+04    0.0002724    0.0000002    246.642   253.358    EM
    37 -0.13252144D+04    0.0002395    0.0000002    246.533   253.467    EM
    38 -0.13252142D+04    0.0002106    0.0000002    246.430   253.570    EM
    39 -0.13252140D+04    0.0001851    0.0000001    246.333   253.667    EM
    40 -0.13252139D+04    0.0001628    0.0000001    246.243   253.757    EM
    41 -0.13252137D+04    0.0001431    0.0000001    246.158   253.842    EM
    42 -0.13252128D+04    0.0009216    0.0000007    244.832   255.168    FS
    43 -0.13252127D+04    0.0001026    0.0000001    245.030   254.970    FS
    44 -0.13252127D+04    0.0000136    0.0000000    244.870   255.130    FS
    45 -0.13252127D+04    0.0000019    0.0000000    244.904   255.096    FS
    46 -0.13252127D+04    0.0000003    0.0000000    244.882   255.118    FS
    47 -0.13252127D+04    0.0000000    0.0000000    244.888   255.112    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 58


     4 -0.13256426D+04    0.6450346    0.0004863    255.577   244.423    EM
     5 -0.13254112D+04    0.2313923    0.0001746    255.253   244.747    EM
     6 -0.13253103D+04    0.1008566    0.0000761    255.037   244.963    EM
     7 -0.13252620D+04    0.0483234    0.0000365    254.897   245.103    EM
     8 -0.13252380D+04    0.0240369    0.0000181    254.807   245.193    EM
     9 -0.13252258D+04    0.0121641    0.0000092    254.753   245.247    EM
    10 -0.13252196D+04    0.0062248    0.0000047    254.723   245.277    EM
    11 -0.13252163D+04    0.0032152    0.0000024    254.710   245.290    EM
    12 -0.13252147D+04    0.0016753    0.0000013    254.708   245.292    EM
    13 -0.13252138D+04    0.0008807    0.0000007    254.714   245.286    EM
    14 -0.13252133D+04    0.0004677    0.0000004    254.726   245.274    EM
    15 -0.13252131D+04    0.0002515    0.0000002    254.740   245.260    EM
    16 -0.13252129D+04    0.0001375    0.0000001    254.756   245.244    EM
    17 -0.13252129D+04    0.0000771    0.0000001    254.773   245.227    EM
    18 -0.13252128D+04    0.0000447    0.0000000    254.791   245.209    EM
    19 -0.13252128D+04    0.0000271    0.0000000    254.808   245.192    EM
    20 -0.13252128D+04    0.0000174    0.0000000    254.826   245.174    EM
    21 -0.13252128D+04    0.0000119    0.0000000    254.842   245.158    EM
    22 -0.13252127D+04    0.0000087    0.0000000    254.858   245.142    EM
    23 -0.13252127D+04    0.0000067    0.0000000    254.874   245.126    EM
    24 -0.13252127D+04    0.0000054    0.0000000    254.888   245.112    EM
    25 -0.13252127D+04    0.0000045    0.0000000    254.902   245.098    EM
    26 -0.13252127D+04    0.0000038    0.0000000    254.915   245.085    EM
    27 -0.13252127D+04    0.0000033    0.0000000    254.927   245.073    EM
    28 -0.13252127D+04    0.0000028    0.0000000    254.939   245.061    EM
    29 -0.13252127D+04    0.0000025    0.0000000    254.950   245.050    EM
    30 -0.13252127D+04    0.0000022    0.0000000    254.960   245.040    EM
    31 -0.13252127D+04    0.0000019    0.0000000    254.970   245.030    EM
    32 -0.13252127D+04    0.0000017    0.0000000    254.979   245.021    EM
    33 -0.13252127D+04    0.0000015    0.0000000    254.987   245.013    EM
    34 -0.13252127D+04    0.0000013    0.0000000    254.995   245.005    EM
    35 -0.13252127D+04    0.0000011    0.0000000    255.003   244.997    EM
    36 -0.13252127D+04    0.0000010    0.0000000    255.010   244.990    EM
    37 -0.13252127D+04    0.0000009    0.0000000    255.016   244.984    EM
    38 -0.13252127D+04    0.0000008    0.0000000    255.022   244.978    EM
    39 -0.13252127D+04    0.0000007    0.0000000    255.028   244.972    EM
    40 -0.13252127D+04    0.0000043    0.0000000    255.119   244.881    FS
    41 -0.13252127D+04    0.0000005    0.0000000    255.105   244.895    FS
    42 -0.13252127D+04    0.0000001    0.0000000    255.116   244.884    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 35


     5 -0.13257013D+04    0.9093452    0.0006855    252.654   247.346    EM
     6 -0.13254219D+04    0.2794418    0.0002108    252.207   247.793    EM
     7 -0.13253201D+04    0.1017921    0.0000768    251.811   248.189    EM
     8 -0.13252768D+04    0.0432948    0.0000327    251.441   248.559    EM
     9 -0.13252558D+04    0.0210125    0.0000159    251.085   248.915    EM
    10 -0.13252444D+04    0.0114317    0.0000086    250.742   249.258    EM
    11 -0.13252375D+04    0.0068847    0.0000052    250.410   249.590    EM
    12 -0.13252329D+04    0.0045411    0.0000034    250.091   249.909    EM
    13 -0.13252297D+04    0.0032411    0.0000024    249.786   250.214    EM
    14 -0.13252272D+04    0.0024665    0.0000019    249.495   250.505    EM
    15 -0.13252252D+04    0.0019705    0.0000015    249.218   250.782    EM
    16 -0.13252236D+04    0.0016292    0.0000012    248.955   251.045    EM
    17 -0.13252222D+04    0.0013783    0.0000010    248.707   251.293    EM
    18 -0.13252211D+04    0.0011835    0.0000009    248.473   251.527    EM
    19 -0.13252200D+04    0.0010257    0.0000008    248.252   251.748    EM
    20 -0.13252191D+04    0.0008940    0.0000007    248.044   251.956    EM
    21 -0.13252184D+04    0.0007820    0.0000006    247.849   252.151    EM
    22 -0.13252177D+04    0.0006855    0.0000005    247.665   252.335    EM
    23 -0.13252171D+04    0.0006016    0.0000005    247.492   252.508    EM
    24 -0.13252165D+04    0.0005284    0.0000004    247.330   252.670    EM
    25 -0.13252161D+04    0.0004643    0.0000004    247.178   252.822    EM
    26 -0.13252157D+04    0.0004081    0.0000003    247.035   252.965    EM
    27 -0.13252153D+04    0.0003587    0.0000003    246.901   253.099    EM
    28 -0.13252150D+04    0.0003154    0.0000002    246.775   253.225    EM
    29 -0.13252147D+04    0.0002773    0.0000002    246.657   253.343    EM
    30 -0.13252145D+04    0.0002438    0.0000002    246.547   253.453    EM
    31 -0.13252143D+04    0.0002143    0.0000002    246.443   253.557    EM
    32 -0.13252141D+04    0.0001884    0.0000001    246.346   253.654    EM
    33 -0.13252139D+04    0.0001656    0.0000001    246.255   253.745    EM
    34 -0.13252138D+04    0.0001456    0.0000001    246.169   253.831    EM
    35 -0.13252136D+04    0.0001280    0.0000001    246.089   253.911    EM
    36 -0.13252135D+04    0.0001125    0.0000001    246.014   253.986    EM
    37 -0.13252134D+04    0.0000989    0.0000001    245.943   254.057    EM
    38 -0.13252133D+04    0.0000870    0.0000001    245.877   254.123    EM
    39 -0.13252133D+04    0.0000765    0.0000001    245.815   254.185    EM
    40 -0.13252132D+04    0.0000672    0.0000001    245.757   254.243    EM
    41 -0.13252128D+04    0.0004327    0.0000003    244.849   255.151    FS
    42 -0.13252127D+04    0.0000481    0.0000000    244.984   255.016    FS
    43 -0.13252127D+04    0.0000064    0.0000000    244.875   255.125    FS
    44 -0.13252127D+04    0.0000009    0.0000000    244.898   255.102    FS
    45 -0.13252127D+04    0.0000001    0.0000000    244.883   255.117    FS
    46 -0.13252127D+04    0.0000000    0.0000000    244.887   255.113    FS


     Beginning Time:  17:50:03
        Ending Time:  17:50:03
       Elapsed Time:  00:00:00



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