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

INPUT INSTRUCTIONS

  TITLE:	this is an example of a LCA with unordered
  	categorical latent class indicators using
  	user-specified starting values with random
  	starts
  DATA:	FILE IS ex7.8.dat;
  VARIABLE:	NAMES ARE u1-u4 c;
  	USEVARIABLES ARE u1-u4;
  	CLASSES = c (2);
  	NOMINAL = u1-u4;
  ANALYSIS:	TYPE = MIXTURE;
  MODEL:	%OVERALL%
  	%c#1%
  	[u1#1-u4#1*0];
  	[u1#2-u4#2*1];
  	%c#2%
  	[u1#1-u4#1*-1];
  	[u1#2-u4#2*-1];
  OUTPUT:	TECH1 TECH8;



INPUT READING TERMINATED NORMALLY



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

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        5000

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

  Unordered categorical (nominal)
   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                         20
  Number of final stage optimizations                            4
  Number of initial stage iterations                            10
  Initial stage convergence criterion                    0.100D+01
  Random starts scale                                    0.500D+01
  Random seed for generating random starts                       0

Input data file(s)
  ex7.8.dat
Input data format  FREE


UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    U1
      Category 1    0.267     1333.000
      Category 2    0.439     2193.000
      Category 3    0.295     1474.000
    U2
      Category 1    0.263     1315.000
      Category 2    0.451     2255.000
      Category 3    0.286     1430.000
    U3
      Category 1    0.263     1315.000
      Category 2    0.446     2228.000
      Category 3    0.291     1457.000
    U4
      Category 1    0.275     1374.000
      Category 2    0.435     2177.000
      Category 3    0.290     1449.000


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:

          -21408.482  107446           12
          -21408.482  462953           7
          -21408.482  127215           9
          -21408.482  415931           10



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                       17

Loglikelihood

          H0 Value                      -21408.482
          H0 Scaling Correction Factor      1.0946
            for MLR

Information Criteria

          Akaike (AIC)                   42850.964
          Bayesian (BIC)                 42961.756
          Sample-Size Adjusted BIC       42907.736
            (n* = (n + 2) / 24)



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

    Latent
   Classes

       1       3713.12674          0.74263
       2       1286.87326          0.25737


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

    Latent
   Classes

       1       3713.12674          0.74263
       2       1286.87326          0.25737


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

Class Counts and Proportions

    Latent
   Classes

       1             4317          0.86340
       2              683          0.13660


CLASSIFICATION QUALITY

     Entropy                         0.343


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

           1        2

    1   0.794    0.206
    2   0.416    0.584


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

           1        2

    1   0.924    0.076
    2   0.690    0.310


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

              1        2

    1      2.491    0.000
    2      0.800    0.000


MODEL RESULTS

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

Latent Class 1

 Means
    U1#1              -0.379      0.162     -2.337      0.019
    U1#2               0.145      0.167      0.868      0.386
    U2#1              -0.498      0.287     -1.735      0.083
    U2#2               0.071      0.275      0.256      0.798
    U3#1               0.145      0.168      0.861      0.389
    U3#2               0.619      0.169      3.670      0.000
    U4#1               0.195      0.156      1.254      0.210
    U4#2               0.640      0.144      4.442      0.000

Latent Class 2

 Means
    U1#1               0.967      0.963      1.004      0.315
    U1#2               1.408      0.882      1.596      0.110
    U2#1               2.353      3.919      0.600      0.548
    U2#2               2.838      3.879      0.732      0.464
    U3#1              -0.772      0.487     -1.584      0.113
    U3#2              -0.043      0.236     -0.182      0.856
    U4#1              -0.682      0.424     -1.608      0.108
    U4#2              -0.161      0.416     -0.387      0.699

Categorical Latent Variables

 Means
    C#1                1.060      1.193      0.889      0.374


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.443E-04
       (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 REGRESSION MODEL PART


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


     PARAMETER SPECIFICATION FOR THE CENSORED/NOMINAL/COUNT MODEL PART


           NU(P) FOR LATENT CLASS 1
              U1#1          U1#2          U2#1          U2#2          U3#1
              ________      ________      ________      ________      ________
 1                  2             3             4             5             6


           NU(P) FOR LATENT CLASS 1
              U3#2          U4#1          U4#2
              ________      ________      ________
 1                  7             8             9


           NU(P) FOR LATENT CLASS 2
              U1#1          U1#2          U2#1          U2#2          U3#1
              ________      ________      ________      ________      ________
 1                 10            11            12            13            14


           NU(P) FOR LATENT CLASS 2
              U3#2          U4#1          U4#2
              ________      ________      ________
 1                 15            16            17


     STARTING VALUES FOR LATENT CLASS 1


     STARTING VALUES FOR LATENT CLASS 2


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


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


     STARTING VALUES FOR THE CENSORED/NOMINAL/COUNT MODEL PART


           NU(P) FOR LATENT CLASS 1
              U1#1          U1#2          U2#1          U2#2          U3#1
              ________      ________      ________      ________      ________
 1              0.000         1.000         0.000         1.000         0.000


           NU(P) FOR LATENT CLASS 1
              U3#2          U4#1          U4#2
              ________      ________      ________
 1              1.000         0.000         1.000


           NU(P) FOR LATENT CLASS 2
              U1#1          U1#2          U2#1          U2#2          U3#1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           NU(P) FOR LATENT CLASS 2
              U3#2          U4#1          U4#2
              ________      ________      ________
 1             -1.000        -1.000        -1.000


TECHNICAL 8 OUTPUT


  INITIAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22086610D+05    0.0000000    0.0000000   3002.478  1997.522    EM
     2 -0.21523019D+05  563.5915245    0.0255173   3015.756  1984.244    EM
     3 -0.21480731D+05   42.2876003    0.0019648   3023.817  1976.183    EM
     4 -0.21464432D+05   16.2991601    0.0007588   3029.171  1970.829    EM
     5 -0.21456536D+05    7.8957876    0.0003679   3032.948  1967.052    EM
     6 -0.21452132D+05    4.4047992    0.0002053   3035.725  1964.275    EM
     7 -0.21449416D+05    2.7156473    0.0001266   3037.828  1962.172    EM
     8 -0.21447603D+05    1.8130821    0.0000845   3039.451  1960.549    EM
     9 -0.21446303D+05    1.2994753    0.0000606   3040.716  1959.284    EM
    10 -0.21445305D+05    0.9980247    0.0000465   3041.705  1958.295    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.28124509D+05    0.0000000    0.0000000   3558.560  1441.440    EM
     2 -0.21596518D+05 6527.9903955    0.2321104   3605.380  1394.620    EM
     3 -0.21476890D+05  119.6282501    0.0055392   3619.164  1380.836    EM
     4 -0.21452843D+05   24.0477214    0.0011197   3623.851  1376.149    EM
     5 -0.21446306D+05    6.5362152    0.0003047   3625.746  1374.254    EM
     6 -0.21444358D+05    1.9481386    0.0000908   3626.728  1373.272    EM
     7 -0.21443757D+05    0.6015196    0.0000281   3627.393  1372.607    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.38985421D+05    0.0000000    0.0000000    944.361  4055.639    EM
     2 -0.21535832D+05 ************    0.4475927    873.130  4126.870    EM
     3 -0.21464619D+05   71.2124183    0.0033067    848.745  4151.255    EM
     4 -0.21448225D+05   16.3945674    0.0007638    838.144  4161.856    EM
     5 -0.21442945D+05    5.2794522    0.0002461    832.654  4167.346    EM
     6 -0.21441023D+05    1.9219370    0.0000896    829.300  4170.700    EM
     7 -0.21440276D+05    0.7477977    0.0000349    826.926  4173.074    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.30901539D+05    0.0000000    0.0000000   1513.355  3486.645    EM
     2 -0.21648987D+05 9252.5522389    0.2994204   1415.701  3584.299    EM
     3 -0.21519455D+05  129.5324052    0.0059833   1363.163  3636.837    EM
     4 -0.21484032D+05   35.4221399    0.0016461   1330.149  3669.851    EM
     5 -0.21468950D+05   15.0826674    0.0007020   1307.359  3692.641    EM
     6 -0.21460905D+05    8.0448345    0.0003747   1290.672  3709.328    EM
     7 -0.21455949D+05    4.9562609    0.0002309   1277.969  3722.031    EM
     8 -0.21452549D+05    3.3993154    0.0001584   1268.052  3731.948    EM
     9 -0.21450000D+05    2.5490380    0.0001188   1260.190  3739.810    EM
    10 -0.21447931D+05    2.0690191    0.0000965   1253.920  3746.080    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.34104629D+05    0.0000000    0.0000000   4185.772   814.228    EM
     2 -0.21578429D+05 ************    0.3672874   4297.149   702.851    EM
     3 -0.21481068D+05   97.3615063    0.0045120   4342.974   657.026    EM
     4 -0.21457461D+05   23.6063493    0.0010989   4367.121   632.879    EM
     5 -0.21447499D+05    9.9621511    0.0004643   4381.155   618.845    EM
     6 -0.21441775D+05    5.7246234    0.0002669   4389.457   610.543    EM
     7 -0.21437744D+05    4.0304717    0.0001880   4394.091   605.909    EM
     8 -0.21434514D+05    3.2303120    0.0001507   4396.203   603.797    EM
     9 -0.21431732D+05    2.7819331    0.0001298   4396.523   603.477    EM
    10 -0.21429263D+05    2.4691093    0.0001152   4395.579   604.421    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.33028504D+05    0.0000000    0.0000000   1865.434  3134.566    EM
     2 -0.21727308D+05 ************    0.3421650   1801.717  3198.283    EM
     3 -0.21533166D+05  194.1417371    0.0089354   1772.815  3227.185    EM
     4 -0.21487138D+05   46.0276246    0.0021375   1756.477  3243.523    EM
     5 -0.21469413D+05   17.7251023    0.0008249   1746.059  3253.941    EM
     6 -0.21460731D+05    8.6819924    0.0004044   1738.901  3261.099    EM
     7 -0.21455814D+05    4.9173082    0.0002291   1733.732  3266.268    EM
     8 -0.21452741D+05    3.0724607    0.0001432   1729.871  3270.129    EM
     9 -0.21450679D+05    2.0627090    0.0000962   1726.917  3273.083    EM
    10 -0.21449214D+05    1.4644892    0.0000683   1724.624  3275.376    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.37241001D+05    0.0000000    0.0000000   1853.303  3146.697    EM
     2 -0.21686269D+05 ************    0.4176776   1701.107  3298.893    EM
     3 -0.21531619D+05  154.6506128    0.0071313   1622.608  3377.392    EM
     4 -0.21489043D+05   42.5758137    0.0019774   1574.323  3425.677    EM
     5 -0.21470603D+05   18.4394821    0.0008581   1541.769  3458.231    EM
     6 -0.21460800D+05    9.8038577    0.0004566   1518.526  3481.474    EM
     7 -0.21454958D+05    5.8419960    0.0002722   1501.247  3498.753    EM
     8 -0.21451218D+05    3.7395915    0.0001743   1487.997  3512.003    EM
     9 -0.21448703D+05    2.5151443    0.0001172   1477.575  3522.425    EM
    10 -0.21446947D+05    1.7560029    0.0000819   1469.198  3530.802    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.35645680D+05    0.0000000    0.0000000   4229.635   770.365    EM
     2 -0.21565453D+05 ************    0.3950051   4345.586   654.414    EM
     3 -0.21481743D+05   83.7099276    0.0038817   4395.910   604.090    EM
     4 -0.21457132D+05   24.6108358    0.0011457   4424.128   575.872    EM
     5 -0.21445376D+05   11.7559275    0.0005479   4441.984   558.016    EM
     6 -0.21438302D+05    7.0742974    0.0003299   4454.074   545.926    EM
     7 -0.21433471D+05    4.8310256    0.0002253   4462.605   537.395    EM
     8 -0.21429924D+05    3.5473217    0.0001655   4468.776   531.224    EM
     9 -0.21427205D+05    2.7189018    0.0001269   4473.304   526.696    EM
    10 -0.21425065D+05    2.1395082    0.0000999   4476.640   523.360    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.29084808D+05    0.0000000    0.0000000   2650.272  2349.728    EM
     2 -0.21687698D+05 7397.1097543    0.2543290   2608.878  2391.122    EM
     3 -0.21530928D+05  156.7694501    0.0072285   2590.903  2409.097    EM
     4 -0.21486986D+05   43.9421272    0.0020409   2581.422  2418.578    EM
     5 -0.21468135D+05   18.8515505    0.0008773   2575.842  2424.158    EM
     6 -0.21457928D+05   10.2067643    0.0004754   2572.351  2427.649    EM
     7 -0.21451442D+05    6.4859141    0.0003023   2570.112  2429.888    EM
     8 -0.21446783D+05    4.6593113    0.0002172   2568.694  2431.306    EM
     9 -0.21443100D+05    3.6828111    0.0001717   2567.854  2432.146    EM
    10 -0.21439975D+05    3.1248851    0.0001457   2567.442  2432.558    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.38473677D+05    0.0000000    0.0000000   1514.739  3485.261    EM
     2 -0.21591623D+05 ************    0.4387949   1403.987  3596.013    EM
     3 -0.21491902D+05   99.7207645    0.0046185   1352.206  3647.794    EM
     4 -0.21461031D+05   30.8708878    0.0014364   1323.275  3676.725    EM
     5 -0.21446989D+05   14.0418703    0.0006543   1305.501  3694.499    EM
     6 -0.21439147D+05    7.8427999    0.0003657   1293.902  3706.098    EM
     7 -0.21434167D+05    4.9790358    0.0002322   1285.984  3714.016    EM
     8 -0.21430724D+05    3.4439480    0.0001607   1280.356  3719.644    EM
     9 -0.21428194D+05    2.5292466    0.0001180   1276.193  3723.807    EM
    10 -0.21426254D+05    1.9405268    0.0000906   1272.984  3727.016    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.38217957D+05    0.0000000    0.0000000   2573.975  2426.025    EM
     2 -0.21660272D+05 ************    0.4332436   2561.572  2438.428    EM
     3 -0.21501681D+05  158.5906217    0.0073217   2556.826  2443.174    EM
     4 -0.21460723D+05   40.9584510    0.0019049   2554.825  2445.175    EM
     5 -0.21444279D+05   16.4437415    0.0007662   2554.084  2445.916    EM
     6 -0.21436001D+05    8.2777136    0.0003860   2554.008  2445.992    EM
     7 -0.21431202D+05    4.7995322    0.0002239   2554.303  2445.697    EM
     8 -0.21428131D+05    3.0707846    0.0001433   2554.808  2445.192    EM
     9 -0.21426014D+05    2.1169882    0.0000988   2555.423  2444.577    EM
    10 -0.21424462D+05    1.5514988    0.0000724   2556.084  2443.916    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.34243254D+05    0.0000000    0.0000000    967.706  4032.294    EM
     2 -0.21563425D+05 ************    0.3702869    853.574  4146.426    EM
     3 -0.21484834D+05   78.5912105    0.0036447    801.708  4198.292    EM
     4 -0.21461270D+05   23.5632544    0.0010967    772.902  4227.098    EM
     5 -0.21450333D+05   10.9374775    0.0005096    755.478  4244.522    EM
     6 -0.21443897D+05    6.4353399    0.0003000    744.627  4255.373    EM
     7 -0.21439494D+05    4.4030592    0.0002053    737.952  4262.048    EM
     8 -0.21436164D+05    3.3305043    0.0001553    734.089  4265.911    EM
     9 -0.21433473D+05    2.6910617    0.0001255    732.179  4267.821    EM
    10 -0.21431206D+05    2.2667987    0.0001058    731.641  4268.359    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.32568510D+05    0.0000000    0.0000000   1902.594  3097.406    EM
     2 -0.21618105D+05 ************    0.3362268   1842.264  3157.736    EM
     3 -0.21486195D+05  131.9103419    0.0061018   1817.078  3182.922    EM
     4 -0.21452343D+05   33.8515632    0.0015755   1804.347  3195.653    EM
     5 -0.21438828D+05   13.5155863    0.0006300   1797.348  3202.652    EM
     6 -0.21431955D+05    6.8730167    0.0003206   1793.397  3206.603    EM
     7 -0.21427839D+05    4.1158131    0.0001920   1791.211  3208.789    EM
     8 -0.21425062D+05    2.7766118    0.0001296   1790.094  3209.906    EM
     9 -0.21423019D+05    2.0432211    0.0000954   1789.636  3210.364    EM
    10 -0.21421420D+05    1.5986853    0.0000746   1789.581  3210.419    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.40239943D+05    0.0000000    0.0000000   3620.824  1379.176    EM
     2 -0.21636466D+05 ************    0.4623137   3739.908  1260.092    EM
     3 -0.21507860D+05  128.6062922    0.0059440   3784.977  1215.023    EM
     4 -0.21467926D+05   39.9336286    0.0018567   3803.100  1196.900    EM
     5 -0.21450213D+05   17.7132519    0.0008251   3809.879  1190.121    EM
     6 -0.21441068D+05    9.1452521    0.0004263   3811.881  1188.119    EM
     7 -0.21435970D+05    5.0974262    0.0002377   3812.152  1187.848    EM
     8 -0.21432998D+05    2.9719547    0.0001386   3812.116  1187.884    EM
     9 -0.21431204D+05    1.7943322    0.0000837   3812.399  1187.601    EM
    10 -0.21430079D+05    1.1250596    0.0000525   3813.219  1186.781    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.41982095D+05    0.0000000    0.0000000   3025.577  1974.423    EM
     2 -0.21702639D+05 ************    0.4830501   3093.121  1906.879    EM
     3 -0.21522385D+05  180.2543694    0.0083056   3122.025  1877.975    EM
     4 -0.21480062D+05   42.3233041    0.0019665   3137.957  1862.043    EM
     5 -0.21463993D+05   16.0686531    0.0007481   3147.989  1852.011    EM
     6 -0.21456289D+05    7.7037248    0.0003589   3154.842  1845.158    EM
     7 -0.21452032D+05    4.2573561    0.0001984   3159.784  1840.216    EM
     8 -0.21449433D+05    2.5984257    0.0001211   3163.482  1836.518    EM
     9 -0.21447719D+05    1.7140877    0.0000799   3166.317  1833.683    EM
    10 -0.21446510D+05    1.2097785    0.0000564   3168.525  1831.475    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.38060403D+05    0.0000000    0.0000000   2895.804  2104.196    EM
     2 -0.21670113D+05 ************    0.4306389   2942.493  2057.507    EM
     3 -0.21511812D+05  158.3010057    0.0073050   2963.979  2036.021    EM
     4 -0.21471339D+05   40.4725267    0.0018814   2975.687  2024.313    EM
     5 -0.21455256D+05   16.0830650    0.0007490   2982.692  2017.308    EM
     6 -0.21447178D+05    8.0784537    0.0003765   2987.077  2012.923    EM
     7 -0.21442428D+05    4.7496188    0.0002215   2989.833  2010.167    EM
     8 -0.21439272D+05    3.1560649    0.0001472   2991.485  2008.515    EM
     9 -0.21436948D+05    2.3244542    0.0001084   2992.333  2007.667    EM
    10 -0.21435079D+05    1.8689694    0.0000872   2992.558  2007.442    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.38730283D+05    0.0000000    0.0000000   2341.061  2658.939    EM
     2 -0.21748131D+05 ************    0.4384722   2362.557  2637.443    EM
     3 -0.21537233D+05  210.8974955    0.0096973   2367.563  2632.437    EM
     4 -0.21487636D+05   49.5976327    0.0023029   2369.184  2630.816    EM
     5 -0.21468524D+05   19.1116910    0.0008894   2369.839  2630.161    EM
     6 -0.21459094D+05    9.4298702    0.0004392   2370.199  2629.801    EM
     7 -0.21453642D+05    5.4522643    0.0002541   2370.496  2629.504    EM
     8 -0.21450088D+05    3.5535693    0.0001656   2370.826  2629.174    EM
     9 -0.21447524D+05    2.5639888    0.0001195   2371.235  2628.765    EM
    10 -0.21445497D+05    2.0278140    0.0000945   2371.746  2628.254    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.49095077D+05    0.0000000    0.0000000   2060.658  2939.342    EM
     2 -0.21685899D+05 ************    0.5582877   2113.769  2886.231    EM
     3 -0.21526391D+05  159.5073464    0.0073553   2130.684  2869.316    EM
     4 -0.21476227D+05   50.1642662    0.0023304   2136.251  2863.749    EM
     5 -0.21455172D+05   21.0546009    0.0009804   2138.352  2861.648    EM
     6 -0.21445339D+05    9.8337572    0.0004583   2139.739  2860.261    EM
     7 -0.21440543D+05    4.7960009    0.0002236   2141.364  2858.636    EM
     8 -0.21438140D+05    2.4023442    0.0001120   2143.502  2856.498    EM
     9 -0.21436891D+05    1.2494599    0.0000583   2146.174  2853.826    EM
    10 -0.21436195D+05    0.6954741    0.0000324   2149.315  2850.685    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.38604790D+05    0.0000000    0.0000000   1827.917  3172.083    EM
     2 -0.21638312D+05 ************    0.4394915   1735.517  3264.483    EM
     3 -0.21498537D+05  139.7749682    0.0064596   1697.388  3302.612    EM
     4 -0.21463852D+05   34.6856041    0.0016134   1677.785  3322.215    EM
     5 -0.21450632D+05   13.2200925    0.0006159   1666.418  3333.582    EM
     6 -0.21444516D+05    6.1159054    0.0002851   1659.241  3340.759    EM
     7 -0.21441356D+05    3.1598260    0.0001473   1654.380  3345.620    EM
     8 -0.21439587D+05    1.7688727    0.0000825   1650.881  3349.119    EM
     9 -0.21438518D+05    1.0686077    0.0000498   1648.230  3351.770    EM
    10 -0.21437815D+05    0.7032172    0.0000328   1646.137  3353.863    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.38104382D+05    0.0000000    0.0000000   1767.043  3232.957    EM
     2 -0.21693832D+05 ************    0.4306736   1643.956  3356.044    EM
     3 -0.21526284D+05  167.5475772    0.0077233   1592.151  3407.849    EM
     4 -0.21483745D+05   42.5387171    0.0019761   1564.713  3435.287    EM
     5 -0.21466367D+05   17.3784892    0.0008089   1548.528  3451.472    EM
     6 -0.21457351D+05    9.0155846    0.0004200   1538.479  3461.521    EM
     7 -0.21451892D+05    5.4592865    0.0002544   1532.148  3467.852    EM
     8 -0.21448177D+05    3.7151901    0.0001732   1528.236  3471.764    EM
     9 -0.21445392D+05    2.7844838    0.0001298   1525.973  3474.027    EM
    10 -0.21443126D+05    2.2661181    0.0001057   1524.866  3475.134    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.33774182D+05    0.0000000    0.0000000   3321.425  1678.575    EM
     2 -0.21694795D+05 ************    0.3576515   3432.230  1567.770    EM
     3 -0.21518787D+05  176.0074055    0.0081129   3480.223  1519.777    EM
     4 -0.21477935D+05   40.8526559    0.0018985   3506.667  1493.333    EM
     5 -0.21462406D+05   15.5289811    0.0007230   3523.271  1476.729    EM
     6 -0.21454952D+05    7.4537944    0.0003473   3534.603  1465.397    EM
     7 -0.21450855D+05    4.0974518    0.0001910   3542.808  1457.192    EM
     8 -0.21448394D+05    2.4606186    0.0001147   3549.025  1450.975    EM
     9 -0.21446821D+05    1.5730995    0.0000733   3553.913  1446.087    EM
    10 -0.21445766D+05    1.0547854    0.0000492   3557.878  1442.122    EM


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


    10 -0.21421420D+05    1.5986853    0.0000746   1789.581  3210.419    EM
    11 -0.21420116D+05    1.3042340    0.0000609   1789.765  3210.235    EM
    12 -0.21419022D+05    1.0940074    0.0000511   1790.079  3209.921    EM
    13 -0.21418087D+05    0.9348171    0.0000436   1790.455  3209.545    EM
    14 -0.21417278D+05    0.8090561    0.0000378   1790.850  3209.150    EM
    15 -0.21416571D+05    0.7068567    0.0000330   1791.240  3208.760    EM
    16 -0.21415949D+05    0.6223015    0.0000291   1791.615  3208.385    EM
    17 -0.21415398D+05    0.5515394    0.0000258   1791.973  3208.027    EM
    18 -0.21414906D+05    0.4918405    0.0000230   1792.318  3207.682    EM
    19 -0.21414465D+05    0.4411267    0.0000206   1792.657  3207.343    EM
    20 -0.21414067D+05    0.3977384    0.0000186   1792.999  3207.001    EM
    21 -0.21413707D+05    0.3603193    0.0000168   1793.351  3206.649    EM
    22 -0.21413379D+05    0.3277543    0.0000153   1793.724  3206.276    EM
    23 -0.21413080D+05    0.2991320    0.0000140   1794.123  3205.877    EM
    24 -0.21412806D+05    0.2737152    0.0000128   1794.555  3205.445    EM
    25 -0.21412555D+05    0.2509167    0.0000117   1795.025  3204.975    EM
    26 -0.21412325D+05    0.2302753    0.0000108   1795.536  3204.464    EM
    27 -0.21412113D+05    0.2114345    0.0000099   1796.091  3203.909    EM
    28 -0.21411919D+05    0.1941227    0.0000091   1796.692  3203.308    EM
    29 -0.21411741D+05    0.1781352    0.0000083   1797.339  3202.661    EM
    30 -0.21411578D+05    0.1633195    0.0000076   1798.031  3201.969    EM
    31 -0.21411428D+05    0.1495620    0.0000070   1798.769  3201.231    EM
    32 -0.21411291D+05    0.1367776    0.0000064   1799.550  3200.450    EM
    33 -0.21411167D+05    0.1249012    0.0000058   1800.373  3199.627    EM
    34 -0.21411053D+05    0.1138812    0.0000053   1801.236  3198.764    EM
    35 -0.21410949D+05    0.1036743    0.0000048   1802.138  3197.862    EM
    36 -0.21410855D+05    0.0942421    0.0000044   1803.076  3196.924    EM
    37 -0.21410769D+05    0.0855484    0.0000040   1804.048  3195.952    EM
    38 -0.21410692D+05    0.0775580    0.0000036   1805.052  3194.948    EM
    39 -0.21410621D+05    0.0702351    0.0000033   1806.085  3193.915    EM
    40 -0.21410558D+05    0.0635433    0.0000030   1807.147  3192.853    EM
    41 -0.21410500D+05    0.0574458    0.0000027   1808.234  3191.766    EM
    42 -0.21410448D+05    0.0519049    0.0000024   1809.344  3190.656    EM
    43 -0.21410402D+05    0.0468827    0.0000022   1810.477  3189.523    EM
    44 -0.21410359D+05    0.0423418    0.0000020   1811.630  3188.370    EM
    45 -0.21410321D+05    0.0382450    0.0000018   1812.802  3187.198    EM
    46 -0.21410286D+05    0.0345563    0.0000016   1813.991  3186.009    EM
    47 -0.21410255D+05    0.0312409    0.0000015   1815.195  3184.805    EM
    48 -0.21410227D+05    0.0282655    0.0000013   1816.414  3183.586    EM
    49 -0.21410201D+05    0.0255988    0.0000012   1817.646  3182.354    EM
    50 -0.21410178D+05    0.0232113    0.0000011   1818.890  3181.110    EM
    51 -0.21410157D+05    0.0210754    0.0000010   1820.145  3179.855    EM
    52 -0.21410138D+05    0.0191659    0.0000009   1821.409  3178.591    EM
    53 -0.21410120D+05    0.0174594    0.0000008   1822.683  3177.317    EM
    54 -0.21410104D+05    0.0159344    0.0000007   1823.965  3176.035    EM
    55 -0.21410090D+05    0.0145718    0.0000007   1825.254  3174.746    EM
    56 -0.21410077D+05    0.0133539    0.0000006   1826.550  3173.450    EM
    57 -0.21410064D+05    0.0122648    0.0000006   1827.851  3172.149    EM
    58 -0.21410053D+05    0.0112905    0.0000005   1829.159  3170.841    EM
    59 -0.21410043D+05    0.0104181    0.0000005   1830.470  3169.530    EM
    60 -0.21410033D+05    0.0096363    0.0000005   1831.787  3168.213    EM
    61 -0.21410024D+05    0.0089351    0.0000004   1833.107  3166.893    EM
    62 -0.21408482D+05    1.5419678    0.0000720   3717.092  1282.908    QN
    63 -0.21408482D+05    0.0000108    0.0000000   3717.103  1282.897    EM
    64 -0.21408482D+05    0.0000041    0.0000000   3717.112  1282.888    EM
    65 -0.21408482D+05    0.0000031    0.0000000   3717.120  1282.880    EM
    66 -0.21408482D+05    0.0000024    0.0000000   3717.126  1282.874    EM
    67 -0.21408482D+05    0.0000019    0.0000000   3717.131  1282.869    EM
    68 -0.21408482D+05    0.0000015    0.0000000   3717.136  1282.864    EM
    69 -0.21408482D+05    0.0000012    0.0000000   3717.139  1282.861    EM
    70 -0.21408482D+05    0.0000010    0.0000000   3717.142  1282.858    EM
    71 -0.21408482D+05    0.0000009    0.0000000   3717.145  1282.855    EM
    72 -0.21408482D+05    0.0000007    0.0000000   3717.147  1282.853    EM
    73 -0.21408482D+05    0.0000006    0.0000000   3717.149  1282.851    EM
    74 -0.21408482D+05    0.0000005    0.0000000   3717.150  1282.850    EM
    75 -0.21408482D+05    0.0000005    0.0000000   3717.151  1282.849    EM
    76 -0.21408482D+05    0.0000004    0.0000000   3717.152  1282.848    EM
    77 -0.21408482D+05    0.0000003    0.0000000   3717.153  1282.847    EM
    78 -0.21408482D+05    0.0000180    0.0000000   3713.127  1286.873    QN
    79 -0.21408482D+05    0.0000000    0.0000000   3713.127  1286.873    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


    10 -0.21424462D+05    1.5514988    0.0000724   2556.084  2443.916    EM
    11 -0.21423263D+05    1.1994582    0.0000560   2556.751  2443.249    EM
    12 -0.21422290D+05    0.9731843    0.0000454   2557.396  2442.604    EM
    13 -0.21421465D+05    0.8248143    0.0000385   2558.003  2441.997    EM
    14 -0.21420738D+05    0.7263370    0.0000339   2558.562  2441.438    EM
    15 -0.21420078D+05    0.6604250    0.0000308   2559.069  2440.931    EM
    16 -0.21419462D+05    0.6158963    0.0000288   2559.523  2440.477    EM
    17 -0.21418877D+05    0.5853048    0.0000273   2559.927  2440.073    EM
    18 -0.21418313D+05    0.5635779    0.0000263   2560.284  2439.716    EM
    19 -0.21417766D+05    0.5472023    0.0000255   2560.598  2439.402    EM
    20 -0.21417232D+05    0.5337187    0.0000249   2560.875  2439.125    EM
    21 -0.21416711D+05    0.5213994    0.0000243   2561.121  2438.879    EM
    22 -0.21416202D+05    0.5090389    0.0000238   2561.340  2438.660    EM
    23 -0.21415706D+05    0.4958174    0.0000232   2561.539  2438.461    EM
    24 -0.21415225D+05    0.4812099    0.0000225   2561.720  2438.280    EM
    25 -0.21414760D+05    0.4649253    0.0000217   2561.890  2438.110    EM
    26 -0.21414313D+05    0.4468614    0.0000209   2562.051  2437.949    EM
    27 -0.21413886D+05    0.4270700    0.0000199   2562.207  2437.793    EM
    28 -0.21413480D+05    0.4057264    0.0000189   2562.360  2437.640    EM
    29 -0.21413097D+05    0.3830998    0.0000179   2562.514  2437.486    EM
    30 -0.21412738D+05    0.3595252    0.0000168   2562.670  2437.330    EM
    31 -0.21412402D+05    0.3353749    0.0000157   2562.830  2437.170    EM
    32 -0.21412091D+05    0.3110327    0.0000145   2562.996  2437.004    EM
    33 -0.21411804D+05    0.2868701    0.0000134   2563.170  2436.830    EM
    34 -0.21411541D+05    0.2632276    0.0000123   2563.352  2436.648    EM
    35 -0.21411301D+05    0.2403997    0.0000112   2563.545  2436.455    EM
    36 -0.21411082D+05    0.2186265    0.0000102   2563.749  2436.251    EM
    37 -0.21410884D+05    0.1980892    0.0000093   2563.965  2436.035    EM
    38 -0.21410705D+05    0.1789115    0.0000084   2564.196  2435.804    EM
    39 -0.21410544D+05    0.1611628    0.0000075   2564.440  2435.560    EM
    40 -0.21410399D+05    0.1448657    0.0000068   2564.701  2435.299    EM
    41 -0.21410269D+05    0.1300033    0.0000061   2564.977  2435.023    EM
    42 -0.21410153D+05    0.1165283    0.0000054   2565.270  2434.730    EM
    43 -0.21410048D+05    0.1043706    0.0000049   2565.581  2434.419    EM
    44 -0.21409955D+05    0.0934453    0.0000044   2565.910  2434.090    EM
    45 -0.21409871D+05    0.0836589    0.0000039   2566.257  2433.743    EM
    46 -0.21409796D+05    0.0749142    0.0000035   2566.622  2433.378    EM
    47 -0.21409729D+05    0.0671146    0.0000031   2567.005  2432.995    EM
    48 -0.21409669D+05    0.0601665    0.0000028   2567.407  2432.593    EM
    49 -0.21409615D+05    0.0539818    0.0000025   2567.827  2432.173    EM
    50 -0.21409566D+05    0.0484787    0.0000023   2568.264  2431.736    EM
    51 -0.21409523D+05    0.0435822    0.0000020   2568.720  2431.280    EM
    52 -0.21409484D+05    0.0392245    0.0000018   2569.193  2430.807    EM
    53 -0.21409448D+05    0.0353446    0.0000017   2569.682  2430.318    EM
    54 -0.21409416D+05    0.0318881    0.0000015   2570.189  2429.811    EM
    55 -0.21409388D+05    0.0288065    0.0000013   2570.711  2429.289    EM
    56 -0.21409362D+05    0.0260570    0.0000012   2571.248  2428.752    EM
    57 -0.21409338D+05    0.0236016    0.0000011   2571.800  2428.200    EM
    58 -0.21409317D+05    0.0214070    0.0000010   2572.366  2427.634    EM
    59 -0.21409297D+05    0.0194436    0.0000009   2572.947  2427.053    EM
    60 -0.21409279D+05    0.0176854    0.0000008   2573.540  2426.460    EM
    61 -0.21409263D+05    0.0161093    0.0000008   2574.146  2425.854    EM
    62 -0.21409249D+05    0.0146951    0.0000007   2574.763  2425.237    EM
    63 -0.21408482D+05    0.7666077    0.0000358   3712.978  1287.022    QN
    64 -0.21408482D+05    0.0000000    0.0000000   3712.978  1287.022    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


    10 -0.21425065D+05    2.1395082    0.0000999   4476.640   523.360    EM
    11 -0.21423353D+05    1.7124613    0.0000799   4479.087   520.913    EM
    12 -0.21421966D+05    1.3871797    0.0000648   4480.855   519.145    EM
    13 -0.21420831D+05    1.1346481    0.0000530   4482.095   517.905    EM
    14 -0.21419894D+05    0.9367974    0.0000437   4482.914   517.086    EM
    15 -0.21419113D+05    0.7814576    0.0000365   4483.394   516.606    EM
    16 -0.21418453D+05    0.6598011    0.0000308   4483.591   516.409    EM
    17 -0.21417888D+05    0.5650177    0.0000264   4483.546   516.454    EM
    18 -0.21417396D+05    0.4916280    0.0000230   4483.287   516.713    EM
    19 -0.21416961D+05    0.4351314    0.0000203   4482.831   517.169    EM
    20 -0.21416569D+05    0.3918152    0.0000183   4482.189   517.811    EM
    21 -0.21416211D+05    0.3586371    0.0000167   4481.367   518.633    EM
    22 -0.21415878D+05    0.3331323    0.0000156   4480.369   519.631    EM
    23 -0.21415564D+05    0.3133318    0.0000146   4479.197   520.803    EM
    24 -0.21415267D+05    0.2976832    0.0000139   4477.851   522.149    EM
    25 -0.21414982D+05    0.2849785    0.0000133   4476.332   523.668    EM
    26 -0.21414707D+05    0.2742891    0.0000128   4474.641   525.359    EM
    27 -0.21414442D+05    0.2649095    0.0000124   4472.781   527.219    EM
    28 -0.21414186D+05    0.2563112    0.0000120   4470.755   529.245    EM
    29 -0.21413938D+05    0.2481056    0.0000116   4468.569   531.431    EM
    30 -0.21413698D+05    0.2400147    0.0000112   4466.227   533.773    EM
    31 -0.21413466D+05    0.2318482    0.0000108   4463.738   536.262    EM
    32 -0.21413243D+05    0.2234861    0.0000104   4461.109   538.891    EM
    33 -0.21413028D+05    0.2148646    0.0000100   4458.350   541.650    EM
    34 -0.21412822D+05    0.2059649    0.0000096   4455.471   544.529    EM
    35 -0.21412625D+05    0.1968039    0.0000092   4452.482   547.518    EM
    36 -0.21412438D+05    0.1874265    0.0000088   4449.396   550.604    EM
    37 -0.21412124D+05    0.3137119    0.0000147   4181.685   818.315    FS
    38 -0.21409993D+05    2.1304371    0.0000995   4177.983   822.017    EM
    39 -0.21409658D+05    0.3355296    0.0000157   4174.763   825.237    EM
    40 -0.21409437D+05    0.2212675    0.0000103   4171.948   828.052    EM
    41 -0.21409289D+05    0.1481054    0.0000069   4169.459   830.541    EM
    42 -0.21409187D+05    0.1011431    0.0000047   4167.226   832.774    EM
    43 -0.21409117D+05    0.0707526    0.0000033   4165.187   834.813    EM
    44 -0.21409066D+05    0.0508382    0.0000024   4163.297   836.703    EM
    45 -0.21409028D+05    0.0375824    0.0000018   4161.517   838.483    EM
    46 -0.21409000D+05    0.0286017    0.0000013   4159.820   840.180    EM
    47 -0.21408977D+05    0.0224028    0.0000010   4158.183   841.817    EM
    48 -0.21408959D+05    0.0180423    0.0000008   4156.591   843.409    EM
    49 -0.21408944D+05    0.0149171    0.0000007   4155.033   844.967    EM
    50 -0.21408932D+05    0.0126362    0.0000006   4153.500   846.500    EM
    51 -0.21408921D+05    0.0109420    0.0000005   4151.987   848.013    EM
    52 -0.21408911D+05    0.0096619    0.0000005   4150.490   849.510    EM
    53 -0.21408902D+05    0.0086785    0.0000004   4149.006   850.994    EM
    54 -0.21408894D+05    0.0079107    0.0000004   4147.532   852.468    EM
    55 -0.21408887D+05    0.0073017    0.0000003   4146.069   853.931    EM
    56 -0.21408880D+05    0.0068108    0.0000003   4144.614   855.386    EM
    57 -0.21408874D+05    0.0064090    0.0000003   4143.168   856.832    EM
    58 -0.21408868D+05    0.0060750    0.0000003   4141.731   858.269    EM
    59 -0.21408862D+05    0.0057933    0.0000003   4140.303   859.697    EM
    60 -0.21408857D+05    0.0055521    0.0000003   4138.883   861.117    EM
    61 -0.21408851D+05    0.0053428    0.0000002   4137.472   862.528    EM
    62 -0.21408846D+05    0.0051587    0.0000002   4136.070   863.930    EM
    63 -0.21408841D+05    0.0049949    0.0000002   4134.677   865.323    EM
    64 -0.21408836D+05    0.0048475    0.0000002   4133.293   866.707    EM
    65 -0.21408831D+05    0.0047135    0.0000002   4131.919   868.081    EM
    66 -0.21408827D+05    0.0045906    0.0000002   4130.554   869.446    EM
    67 -0.21408822D+05    0.0044769    0.0000002   4129.198   870.802    EM
    68 -0.21408818D+05    0.0043711    0.0000002   4127.853   872.147    EM
    69 -0.21408814D+05    0.0042719    0.0000002   4126.517   873.483    EM
    70 -0.21408810D+05    0.0041784    0.0000002   4125.191   874.809    EM
    71 -0.21408805D+05    0.0040899    0.0000002   4123.875   876.125    EM
    72 -0.21408482D+05    0.3234726    0.0000151   3713.141  1286.859    QN
    73 -0.21408482D+05    0.0000000    0.0000000   3713.141  1286.859    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


    10 -0.21426254D+05    1.9405268    0.0000906   1272.984  3727.016    EM
    11 -0.21424714D+05    1.5398090    0.0000719   1270.408  3729.592    EM
    12 -0.21423458D+05    1.2558298    0.0000586   1268.260  3731.740    EM
    13 -0.21422410D+05    1.0485843    0.0000489   1266.413  3733.587    EM
    14 -0.21421516D+05    0.8939463    0.0000417   1264.790  3735.210    EM
    15 -0.21420739D+05    0.7764807    0.0000362   1263.345  3736.655    EM
    16 -0.21420053D+05    0.6858499    0.0000320   1262.053  3737.947    EM
    17 -0.21419438D+05    0.6148919    0.0000287   1260.902  3739.098    EM
    18 -0.21418880D+05    0.5585205    0.0000261   1259.888  3740.112    EM
    19 -0.21418367D+05    0.5130553    0.0000240   1259.010  3740.990    EM
    20 -0.21417891D+05    0.4757915    0.0000222   1258.271  3741.729    EM
    21 -0.21417446D+05    0.4447141    0.0000208   1257.673  3742.327    EM
    22 -0.21417028D+05    0.4183022    0.0000195   1257.218  3742.782    EM
    23 -0.21416633D+05    0.3953941    0.0000185   1256.908  3743.092    EM
    24 -0.21416257D+05    0.3750936    0.0000175   1256.742  3743.258    EM
    25 -0.21415901D+05    0.3567047    0.0000167   1256.721  3743.279    EM
    26 -0.21415561D+05    0.3396862    0.0000159   1256.842  3743.158    EM
    27 -0.21415237D+05    0.3236204    0.0000151   1257.102  3742.898    EM
    28 -0.21414929D+05    0.3081899    0.0000144   1257.497  3742.503    EM
    29 -0.21414636D+05    0.2931620    0.0000137   1258.021  3741.979    EM
    30 -0.21414358D+05    0.2783754    0.0000130   1258.669  3741.331    EM
    31 -0.21414094D+05    0.2637302    0.0000123   1259.433  3740.567    EM
    32 -0.21413845D+05    0.2491780    0.0000116   1260.308  3739.692    EM
    33 -0.21413610D+05    0.2347134    0.0000110   1261.285  3738.715    EM
    34 -0.21413390D+05    0.2203653    0.0000103   1262.357  3737.643    EM
    35 -0.21413184D+05    0.2061878    0.0000096   1263.517  3736.483    EM
    36 -0.21412991D+05    0.1922522    0.0000090   1264.756  3735.244    EM
    37 -0.21412813D+05    0.1786392    0.0000083   1266.067  3733.933    EM
    38 -0.21412647D+05    0.1654317    0.0000077   1267.444  3732.556    EM
    39 -0.21412495D+05    0.1527090    0.0000071   1268.879  3731.121    EM
    40 -0.21412354D+05    0.1405420    0.0000066   1270.367  3729.633    EM
    41 -0.21412225D+05    0.1289896    0.0000060   1271.901  3728.099    EM
    42 -0.21412107D+05    0.1180972    0.0000055   1273.476  3726.524    EM
    43 -0.21411999D+05    0.1078951    0.0000050   1275.088  3724.912    EM
    44 -0.21411901D+05    0.0983991    0.0000046   1276.731  3723.269    EM
    45 -0.21411811D+05    0.0896114    0.0000042   1278.403  3721.597    EM
    46 -0.21411729D+05    0.0815222    0.0000038   1280.098  3719.902    EM
    47 -0.21411655D+05    0.0741113    0.0000035   1281.815  3718.185    EM
    48 -0.21411588D+05    0.0673506    0.0000031   1283.551  3716.449    EM
    49 -0.21411527D+05    0.0612059    0.0000029   1285.302  3714.698    EM
    50 -0.21411471D+05    0.0556388    0.0000026   1287.067  3712.933    EM
    51 -0.21411421D+05    0.0506085    0.0000024   1288.844  3711.156    EM
    52 -0.21411374D+05    0.0460732    0.0000022   1290.631  3709.369    EM
    53 -0.21411333D+05    0.0419913    0.0000020   1292.427  3707.573    EM
    54 -0.21411294D+05    0.0383223    0.0000018   1294.230  3705.770    EM
    55 -0.21411259D+05    0.0350274    0.0000016   1296.039  3703.961    EM
    56 -0.21411227D+05    0.0320703    0.0000015   1297.854  3702.146    EM
    57 -0.21411198D+05    0.0294169    0.0000014   1299.672  3700.328    EM
    58 -0.21411171D+05    0.0270360    0.0000013   1301.493  3698.507    EM
    59 -0.21411146D+05    0.0248989    0.0000012   1303.318  3696.682    EM
    60 -0.21411123D+05    0.0229798    0.0000011   1305.143  3694.857    EM
    61 -0.21411101D+05    0.0212550    0.0000010   1306.971  3693.029    EM
    62 -0.21411082D+05    0.0197037    0.0000009   1308.798  3691.202    EM
    63 -0.21408499D+05    2.5830638    0.0001206   3708.225  1291.775    QN
    64 -0.21408496D+05    0.0024602    0.0000001   3708.206  1291.794    EM
    65 -0.21408495D+05    0.0016032    0.0000001   3708.179  1291.821    EM
    66 -0.21408493D+05    0.0013451    0.0000001   3708.146  1291.854    EM
    67 -0.21408492D+05    0.0011374    0.0000001   3708.107  1291.893    EM
    68 -0.21408491D+05    0.0009685    0.0000000   3708.063  1291.937    EM
    69 -0.21408490D+05    0.0008300    0.0000000   3708.016  1291.984    EM
    70 -0.21408490D+05    0.0007155    0.0000000   3707.966  1292.034    EM
    71 -0.21408489D+05    0.0006202    0.0000000   3707.914  1292.086    EM
    72 -0.21408489D+05    0.0005404    0.0000000   3707.859  1292.141    EM
    73 -0.21408488D+05    0.0004733    0.0000000   3707.802  1292.198    EM
    74 -0.21408488D+05    0.0004165    0.0000000   3707.744  1292.256    EM
    75 -0.21408487D+05    0.0003682    0.0000000   3707.684  1292.316    EM
    76 -0.21408482D+05    0.0052424    0.0000002   3713.207  1286.793    QN
    77 -0.21408482D+05    0.0000000    0.0000000   3713.207  1286.793    EM


     Beginning Time:  17:50:03
        Ending Time:  17:50:04
       Elapsed Time:  00:00:01



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