Mplus VERSION 7.3
MUTHEN & MUTHEN
09/22/2014   5:49 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of a mixture regression analysis
  for a continuous dependent variable
  using automatic starting values with random starts
  DATA:	FILE IS ex7.1.dat;
  VARIABLE:	NAMES ARE y x1 x2;
  	CLASSES = c (2);
  ANALYSIS:	TYPE = MIXTURE;
  MODEL:	
  	%OVERALL%
  	y ON x1 x2;
  	c ON x1;
  	%c#2%
  	y ON x2;
  	y;
  OUTPUT:	TECH1 TECH8;




INPUT READING TERMINATED NORMALLY



this is an example of a mixture regression analysis
for a continuous dependent variable
using automatic starting values with random starts

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                         500

Number of dependent variables                                    1
Number of independent variables                                  2
Number of continuous latent variables                            0
Number of categorical latent variables                           1

Observed dependent variables

  Continuous
   Y

Observed independent variables
   X1          X2

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)
  ex7.1.dat
Input data format  FREE


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

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

            -836.899  903420           5
            -836.899  unperturbed      0
            -836.899  27071            15
            -836.899  637345           19



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                        -836.899
          H0 Scaling Correction Factor      0.9356
            for MLR

Information Criteria

          Akaike (AIC)                    1691.797
          Bayesian (BIC)                  1729.729
          Sample-Size Adjusted BIC        1701.162
            (n* = (n + 2) / 24)



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

    Latent
   Classes

       1        224.45831          0.44892
       2        275.54169          0.55108


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

    Latent
   Classes

       1        224.45829          0.44892
       2        275.54171          0.55108


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

Class Counts and Proportions

    Latent
   Classes

       1              230          0.46000
       2              270          0.54000


CLASSIFICATION QUALITY

     Entropy                         0.389


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

           1        2

    1   0.760    0.240
    2   0.184    0.816


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

           1        2

    1   0.779    0.221
    2   0.200    0.800


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

              1        2

    1      1.259    0.000
    2     -1.385    0.000


MODEL RESULTS

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

Latent Class 1

 Y          ON
    X1                 1.999      0.063     31.575      0.000
    X2                 0.971      0.076     12.815      0.000

 Intercepts
    Y                  0.862      0.102      8.468      0.000

 Residual Variances
    Y                  0.652      0.078      8.322      0.000

Latent Class 2

 Y          ON
    X1                 1.999      0.063     31.575      0.000
    X2                 2.059      0.108     19.116      0.000

 Intercepts
    Y                  1.967      0.125     15.701      0.000

 Residual Variances
    Y                  1.964      0.173     11.358      0.000

Categorical Latent Variables

 C#1        ON
    X1                -1.009      0.257     -3.923      0.000

 Intercepts
    C#1               -0.309      0.262     -1.183      0.237


LOGISTIC REGRESSION ODDS RATIO RESULTS

Categorical Latent Variables

 C#1      ON
    X1                 0.364


ALTERNATIVE PARAMETERIZATIONS FOR THE CATEGORICAL LATENT VARIABLE REGRESSION

Parameterization using Reference Class 1

 C#2      ON
    X1                 1.009      0.257      3.923      0.000

 Intercepts
    C#2                0.309      0.262      1.183      0.237


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.165E-01
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS 1


           NU
              Y             X1            X2
              ________      ________      ________
 1                  0             0             0


           LAMBDA
              Y             X1            X2
              ________      ________      ________
 Y                  0             0             0
 X1                 0             0             0
 X2                 0             0             0


           THETA
              Y             X1            X2
              ________      ________      ________
 Y                  0
 X1                 0             0
 X2                 0             0             0


           ALPHA
              Y             X1            X2
              ________      ________      ________
 1                  1             0             0


           BETA
              Y             X1            X2
              ________      ________      ________
 Y                  0             2             3
 X1                 0             0             0
 X2                 0             0             0


           PSI
              Y             X1            X2
              ________      ________      ________
 Y                  4
 X1                 0             0
 X2                 0             0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS 2


           NU
              Y             X1            X2
              ________      ________      ________
 1                  0             0             0


           LAMBDA
              Y             X1            X2
              ________      ________      ________
 Y                  0             0             0
 X1                 0             0             0
 X2                 0             0             0


           THETA
              Y             X1            X2
              ________      ________      ________
 Y                  0
 X1                 0             0
 X2                 0             0             0


           ALPHA
              Y             X1            X2
              ________      ________      ________
 1                  5             0             0


           BETA
              Y             X1            X2
              ________      ________      ________
 Y                  0             2             6
 X1                 0             0             0
 X2                 0             0             0


           PSI
              Y             X1            X2
              ________      ________      ________
 Y                  7
 X1                 0             0
 X2                 0             0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C#1           C#2
              ________      ________
 1                  8             0


           GAMMA(C)
              X1            X2
              ________      ________
 C#1                9             0
 C#2                0             0


     STARTING VALUES FOR LATENT CLASS 1


           NU
              Y             X1            X2
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA
              Y             X1            X2
              ________      ________      ________
 Y              1.000         0.000         0.000
 X1             0.000         1.000         0.000
 X2             0.000         0.000         1.000


           THETA
              Y             X1            X2
              ________      ________      ________
 Y              0.000
 X1             0.000         0.000
 X2             0.000         0.000         0.000


           ALPHA
              Y             X1            X2
              ________      ________      ________
 1             -1.733         0.000         0.000


           BETA
              Y             X1            X2
              ________      ________      ________
 Y              0.000         0.000         0.000
 X1             0.000         0.000         0.000
 X2             0.000         0.000         0.000


           PSI
              Y             X1            X2
              ________      ________      ________
 Y              4.630
 X1             0.000         0.520
 X2             0.000         0.000         0.492


     STARTING VALUES FOR LATENT CLASS 2


           NU
              Y             X1            X2
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA
              Y             X1            X2
              ________      ________      ________
 Y              1.000         0.000         0.000
 X1             0.000         1.000         0.000
 X2             0.000         0.000         1.000


           THETA
              Y             X1            X2
              ________      ________      ________
 Y              0.000
 X1             0.000         0.000
 X2             0.000         0.000         0.000


           ALPHA
              Y             X1            X2
              ________      ________      ________
 1              4.353         0.000         0.000


           BETA
              Y             X1            X2
              ________      ________      ________
 Y              0.000         0.000         0.000
 X1             0.000         0.000         0.000
 X2             0.000         0.000         0.000


           PSI
              Y             X1            X2
              ________      ________      ________
 Y              4.630
 X1             0.000         0.520
 X2             0.000         0.000         0.492


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


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


           GAMMA(C)
              X1            X2
              ________      ________
 C#1            0.000         0.000
 C#2            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 -0.13165132D+04    0.0000000    0.0000000    258.129   241.871    EM
     2 -0.86275396D+03  453.7592634    0.3446675    253.961   246.039    EM
     3 -0.84520123D+03   17.5527263    0.0203450    251.450   248.550    EM
     4 -0.84133897D+03    3.8622593    0.0045696    249.659   250.341    EM
     5 -0.83956690D+03    1.7720660    0.0021062    247.782   252.218    EM
     6 -0.83854188D+03    1.0250218    0.0012209    245.717   254.283    EM
     7 -0.83792005D+03    0.6218354    0.0007416    243.577   256.423    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20625608D+04    0.0000000    0.0000000     51.690   448.310    EM
     2 -0.86609069D+03 1196.4701340    0.5800896     53.899   446.101    EM
     3 -0.86130681D+03    4.7838805    0.0055235     57.799   442.201    EM
     4 -0.85867944D+03    2.6273703    0.0030504     62.480   437.520    EM
     5 -0.85698971D+03    1.6897323    0.0019678     67.650   432.350    EM
     6 -0.85553043D+03    1.4592793    0.0017028     73.217   426.783    EM
     7 -0.85411570D+03    1.4147213    0.0016536     79.133   420.867    EM
     8 -0.85272284D+03    1.3928624    0.0016308     85.344   414.656    EM
     9 -0.85136048D+03    1.3623671    0.0015977     91.792   408.208    EM
    10 -0.85003990D+03    1.3205743    0.0015511     98.417   401.583    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.48244014D+04    0.0000000    0.0000000     51.896   448.104    EM
     2 -0.87367590D+03 3950.7255053    0.8189048     49.718   450.282    EM
     3 -0.86686667D+03    6.8092291    0.0077938     53.524   446.476    EM
     4 -0.86274501D+03    4.1216620    0.0047547     60.344   439.656    EM
     5 -0.85879026D+03    3.9547483    0.0045839     69.463   430.537    EM
     6 -0.85545827D+03    3.3319841    0.0038799     79.715   420.285    EM
     7 -0.85279694D+03    2.6613338    0.0031110     90.157   409.843    EM
     8 -0.85063869D+03    2.1582538    0.0025308    100.338   399.662    EM
     9 -0.84879854D+03    1.8401443    0.0021633    110.129   389.871    EM
    10 -0.84715277D+03    1.6457667    0.0019389    119.525   380.475    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.34522757D+04    0.0000000    0.0000000    383.399   116.601    EM
     2 -0.87304296D+03 2579.2326958    0.7471109    381.450   118.550    EM
     3 -0.86912674D+03    3.9162236    0.0044857    380.591   119.409    EM
     4 -0.86874919D+03    0.3775519    0.0004344    379.681   120.319    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21436597D+04    0.0000000    0.0000000    300.614   199.386    EM
     2 -0.87202173D+03 1271.6379600    0.5932089    302.474   197.526    EM
     3 -0.86876891D+03    3.2528261    0.0037302    301.974   198.026    EM
     4 -0.86682934D+03    1.9395623    0.0022325    300.790   199.210    EM
     5 -0.86459882D+03    2.2305230    0.0025732    299.068   200.932    EM
     6 -0.86183951D+03    2.7593129    0.0031914    296.804   203.196    EM
     7 -0.85848108D+03    3.3584260    0.0038968    294.039   205.961    EM
     8 -0.85470635D+03    3.7747300    0.0043970    290.941   209.059    EM
     9 -0.85093939D+03    3.7669667    0.0044073    287.809   212.191    EM
    10 -0.84760446D+03    3.3349247    0.0039191    284.947   215.053    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19182573D+04    0.0000000    0.0000000    294.141   205.859    EM
     2 -0.86573918D+03 1052.5181271    0.5486845    277.746   222.254    EM
     3 -0.85607255D+03    9.6666232    0.0111657    276.031   223.969    EM
     4 -0.85004578D+03    6.0267705    0.0070400    273.464   226.536    EM
     5 -0.84629507D+03    3.7507179    0.0044124    270.181   229.819    EM
     6 -0.84368277D+03    2.6122990    0.0030867    266.441   233.559    EM
     7 -0.84170003D+03    1.9827314    0.0023501    262.529   237.471    EM
     8 -0.84021575D+03    1.4842817    0.0017634    258.673   241.327    EM
     9 -0.83915847D+03    1.0572810    0.0012583    255.015   244.985    EM
    10 -0.83843587D+03    0.7225987    0.0008611    251.630   248.370    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.40715768D+04    0.0000000    0.0000000    301.105   198.895    EM
     2 -0.86598565D+03 3205.5911205    0.7873095    330.941   169.059    EM
     3 -0.85915729D+03    6.8283590    0.0078851    325.659   174.341    EM
     4 -0.85658853D+03    2.5687596    0.0029899    320.383   179.617    EM
     5 -0.85466012D+03    1.9284120    0.0022513    314.900   185.100    EM
     6 -0.85285717D+03    1.8029456    0.0021095    309.251   190.749    EM
     7 -0.85100560D+03    1.8515728    0.0021710    303.460   196.540    EM
     8 -0.84904863D+03    1.9569700    0.0022996    297.551   202.449    EM
     9 -0.84701073D+03    2.0378933    0.0024002    291.583   208.417    EM
    10 -0.84499561D+03    2.0151235    0.0023791    285.657   214.343    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20132799D+04    0.0000000    0.0000000    342.740   157.260    EM
     2 -0.86082547D+03 1152.4544070    0.5724263    241.745   258.255    EM
     3 -0.84554300D+03   15.2824663    0.0177533    245.347   254.653    EM
     4 -0.84277977D+03    2.7632362    0.0032680    248.238   251.762    EM
     5 -0.84095248D+03    1.8272851    0.0021682    251.087   248.913    EM
     6 -0.83963059D+03    1.3218877    0.0015719    253.824   246.176    EM
     7 -0.83870102D+03    0.9295756    0.0011071    256.368   243.632    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.27223385D+04    0.0000000    0.0000000    362.628   137.372    EM
     2 -0.88948169D+03 1832.8568273    0.6732656    369.324   130.676    EM
     3 -0.85900783D+03   30.4738650    0.0342602    361.950   138.050    EM
     4 -0.85279261D+03    6.2152192    0.0072353    354.024   145.976    EM
     5 -0.85076201D+03    2.0305980    0.0023811    346.839   153.161    EM
     6 -0.84955505D+03    1.2069555    0.0014187    340.090   159.910    EM
     7 -0.84854308D+03    1.0119747    0.0011912    333.525   166.475    EM
     8 -0.84757301D+03    0.9700664    0.0011432    327.004   172.996    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.59022395D+04    0.0000000    0.0000000     48.454   451.546    EM
     2 -0.87113957D+03 5031.0999080    0.8524052     49.021   450.979    EM
     3 -0.86680505D+03    4.3345178    0.0049757     52.796   447.204    EM
     4 -0.86343797D+03    3.3670791    0.0038845     59.013   440.987    EM
     5 -0.85988362D+03    3.5543522    0.0041165     67.291   432.709    EM
     6 -0.85667170D+03    3.2119173    0.0037353     76.681   423.319    EM
     7 -0.85412966D+03    2.5420433    0.0029673     86.113   413.887    EM
     8 -0.85227557D+03    1.8540830    0.0021707     94.915   405.085    EM
     9 -0.85092827D+03    1.3473040    0.0015808    102.904   397.096    EM
    10 -0.84988417D+03    1.0440974    0.0012270    110.166   389.834    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11924344D+04    0.0000000    0.0000000    399.304   100.696    EM
     2 -0.85651810D+03  335.9163103    0.2817063    397.851   102.149    EM
     3 -0.85199021D+03    4.5278892    0.0052864    393.798   106.202    EM
     4 -0.85053802D+03    1.4521952    0.0017045    389.300   110.700    EM
     5 -0.84931551D+03    1.2225047    0.0014373    384.650   115.350    EM
     6 -0.84817588D+03    1.1396329    0.0013418    379.856   120.144    EM
     7 -0.84708751D+03    1.0883676    0.0012832    374.922   125.078    EM
     8 -0.84604572D+03    1.0417926    0.0012299    369.866   130.134    EM
     9 -0.84505368D+03    0.9920397    0.0011726    364.716   135.284    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18953616D+04    0.0000000    0.0000000      1.264   498.736    EM
     2 -0.87228388D+03 1023.0776718    0.5397797      0.596   499.404    EM
     3 -0.87182816D+03    0.4557232    0.0005224      0.546   499.454    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17107967D+04    0.0000000    0.0000000    350.496   149.504    EM
     2 -0.85990258D+03  850.8941221    0.4973672    371.610   128.390    EM
     3 -0.85034045D+03    9.5621375    0.0111200    363.999   136.001    EM
     4 -0.84486951D+03    5.4709345    0.0064338    355.768   144.232    EM
     5 -0.84216461D+03    2.7049059    0.0032016    348.149   151.851    EM
     6 -0.84088377D+03    1.2808330    0.0015209    341.350   158.650    EM
     7 -0.84012604D+03    0.7577278    0.0009011    335.241   164.759    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16356882D+04    0.0000000    0.0000000    351.148   148.852    EM
     2 -0.85910563D+03  776.5825802    0.4747742    334.173   165.827    EM
     3 -0.84690933D+03   12.1962981    0.0141965    329.252   170.748    EM
     4 -0.84288763D+03    4.0216953    0.0047487    325.178   174.822    EM
     5 -0.84104230D+03    1.8453347    0.0021893    321.609   178.391    EM
     6 -0.84004396D+03    0.9983425    0.0011870    318.334   181.666    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.36381154D+04    0.0000000    0.0000000    463.052    36.948    EM
     2 -0.87392994D+03 2764.1854549    0.7597850    463.752    36.248    EM
     3 -0.87151721D+03    2.4127258    0.0027608    463.111    36.889    EM
     4 -0.87087070D+03    0.6465103    0.0007418    462.118    37.882    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.24136936D+04    0.0000000    0.0000000    238.443   261.557    EM
     2 -0.90523598D+03 1508.4575998    0.6249582    254.841   245.159    EM
     3 -0.85838471D+03   46.8512666    0.0517559    254.898   245.102    EM
     4 -0.85061877D+03    7.7659449    0.0090472    254.584   245.416    EM
     5 -0.84651611D+03    4.1026506    0.0048231    254.203   245.797    EM
     6 -0.84354729D+03    2.9688257    0.0035071    253.337   246.663    EM
     7 -0.84131737D+03    2.2299219    0.0026435    251.916   248.084    EM
     8 -0.83973668D+03    1.5806850    0.0018788    250.059   249.941    EM
     9 -0.83870416D+03    1.0325272    0.0012296    247.954   252.046    EM
    10 -0.83806546D+03    0.6386965    0.0007615    245.783   254.217    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.33249230D+04    0.0000000    0.0000000    348.236   151.764    EM
     2 -0.86826223D+03 2456.6607891    0.7388625    351.121   148.879    EM
     3 -0.85849233D+03    9.7698971    0.0112522    347.508   152.492    EM
     4 -0.85514815D+03    3.3441864    0.0038954    341.425   158.575    EM
     5 -0.85254746D+03    2.6006875    0.0030412    334.420   165.580    EM
     6 -0.85025792D+03    2.2895408    0.0026855    326.996   173.004    EM
     7 -0.84818672D+03    2.0711971    0.0024360    319.404   180.596    EM
     8 -0.84632237D+03    1.8643505    0.0021980    311.822   188.178    EM
     9 -0.84467388D+03    1.6484917    0.0019478    304.386   195.614    EM
    10 -0.84324320D+03    1.4306772    0.0016938    297.197   202.803    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.42201294D+04    0.0000000    0.0000000    395.448   104.552    EM
     2 -0.86200774D+03 3358.1216387    0.7957390    398.534   101.466    EM
     3 -0.85592147D+03    6.0862750    0.0070606    392.855   107.145    EM
     4 -0.85482839D+03    1.0930741    0.0012771    386.371   113.629    EM
     5 -0.85381788D+03    1.0105097    0.0011821    379.590   120.410    EM
     6 -0.85281983D+03    0.9980523    0.0011689    372.581   127.419    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.27738626D+04    0.0000000    0.0000000    379.825   120.175    EM
     2 -0.86846007D+03 1905.4025539    0.6869131    381.769   118.231    EM
     3 -0.86128356D+03    7.1765069    0.0082635    377.320   122.680    EM
     4 -0.85864426D+03    2.6393015    0.0030644    370.887   129.113    EM
     5 -0.85640795D+03    2.2363085    0.0026045    363.677   136.323    EM
     6 -0.85433233D+03    2.0756139    0.0024236    355.994   144.006    EM
     7 -0.85235115D+03    1.9811826    0.0023190    347.984   152.016    EM
     8 -0.85045205D+03    1.8991013    0.0022281    339.773   160.227    EM
     9 -0.84865222D+03    1.7998343    0.0021163    331.488   168.512    EM
    10 -0.84697894D+03    1.6732746    0.0019717    323.251   176.749    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.44887048D+04    0.0000000    0.0000000    291.330   208.670    EM
     2 -0.86703283D+03 3621.6720109    0.8068412    290.110   209.890    EM
     3 -0.85249042D+03   14.5424097    0.0167726    287.739   212.261    EM
     4 -0.84707639D+03    5.4140251    0.0063508    284.756   215.244    EM
     5 -0.84337558D+03    3.7008182    0.0043689    282.178   217.822    EM
     6 -0.84094018D+03    2.4353995    0.0028877    280.255   219.745    EM
     7 -0.83941042D+03    1.5297521    0.0018191    278.902   221.098    EM
     8 -0.83845546D+03    0.9549673    0.0011377    277.956   222.044    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26729002D+04    0.0000000    0.0000000    190.802   309.198    EM
     2 -0.86522644D+03 1807.6737811    0.6762968    197.351   302.649    EM
     3 -0.85643911D+03    8.7873381    0.0101561    203.297   296.703    EM
     4 -0.85307840D+03    3.3607074    0.0039240    208.441   291.559    EM
     5 -0.85074805D+03    2.3303489    0.0027317    213.452   286.548    EM
     6 -0.84863245D+03    2.1156023    0.0024868    218.452   281.548    EM
     7 -0.84652162D+03    2.1108266    0.0024873    223.441   276.559    EM
     8 -0.84445288D+03    2.0687360    0.0024438    228.341   271.659    EM
     9 -0.84256849D+03    1.8843902    0.0022315    233.051   266.949    EM
    10 -0.84099647D+03    1.5720238    0.0018658    237.489   262.511    EM


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


     7 -0.83792005D+03    0.6218354    0.0007416    243.577   256.423    EM
     8 -0.83754534D+03    0.3747096    0.0004472    241.489   258.511    EM
     9 -0.83731933D+03    0.2260068    0.0002698    239.538   260.462    EM
    10 -0.83718057D+03    0.1387603    0.0001657    237.767   262.233    EM
    11 -0.83709303D+03    0.0875446    0.0001046    236.186   263.814    EM
    12 -0.83703612D+03    0.0569012    0.0000680    234.789   265.211    EM
    13 -0.83699804D+03    0.0380890    0.0000455    233.561   266.439    EM
    14 -0.83697183D+03    0.0262060    0.0000313    232.484   267.516    EM
    15 -0.83695335D+03    0.0184799    0.0000221    231.539   268.461    EM
    16 -0.83694003D+03    0.0133164    0.0000159    230.711   269.289    EM
    17 -0.83693026D+03    0.0097739    0.0000117    229.984   270.016    EM
    18 -0.83692297D+03    0.0072848    0.0000087    229.346   270.654    EM
    19 -0.83691748D+03    0.0054981    0.0000066    228.784   271.216    EM
    20 -0.83691328D+03    0.0041917    0.0000050    228.289   271.711    EM
    21 -0.83691006D+03    0.0032215    0.0000038    227.853   272.147    EM
    22 -0.83690757D+03    0.0024917    0.0000030    227.468   272.532    EM
    23 -0.83690563D+03    0.0019370    0.0000023    227.128   272.872    EM
    24 -0.83690412D+03    0.0015117    0.0000018    226.827   273.173    EM
    25 -0.83690294D+03    0.0011834    0.0000014    226.561   273.439    EM
    26 -0.83690201D+03    0.0009287    0.0000011    226.325   273.675    EM
    27 -0.83690128D+03    0.0007302    0.0000009    226.117   273.883    EM
    28 -0.83690071D+03    0.0005750    0.0000007    225.932   274.068    EM
    29 -0.83690025D+03    0.0004537    0.0000005    225.767   274.233    EM
    30 -0.83689989D+03    0.0003579    0.0000004    225.622   274.378    EM
    31 -0.83689961D+03    0.0002826    0.0000003    225.492   274.508    EM
    32 -0.83689939D+03    0.0002233    0.0000003    225.378   274.622    EM
    33 -0.83689921D+03    0.0001765    0.0000002    225.276   274.724    EM
    34 -0.83689907D+03    0.0001396    0.0000002    225.185   274.815    EM
    35 -0.83689896D+03    0.0001104    0.0000001    225.105   274.895    EM
    36 -0.83689887D+03    0.0000873    0.0000001    225.033   274.967    EM
    37 -0.83689861D+03    0.0002623    0.0000003    224.330   275.670    FS
    38 -0.83689859D+03    0.0000207    0.0000000    224.579   275.421    FS
    39 -0.83689858D+03    0.0000120    0.0000000    224.360   275.640    FS
    40 -0.83689857D+03    0.0000092    0.0000000    224.545   275.455    FS
    41 -0.83689856D+03    0.0000067    0.0000000    224.383   275.617    FS
    42 -0.83689856D+03    0.0000052    0.0000000    224.523   275.477    FS
    43 -0.83689855D+03    0.0000038    0.0000000    224.401   275.599    FS
    44 -0.83689855D+03    0.0000030    0.0000000    224.507   275.493    FS
    45 -0.83689855D+03    0.0000022    0.0000000    224.415   275.585    FS
    46 -0.83689855D+03    0.0000017    0.0000000    224.495   275.505    FS
    47 -0.83689855D+03    0.0000013    0.0000000    224.425   275.575    FS
    48 -0.83689855D+03    0.0000010    0.0000000    224.486   275.514    FS
    49 -0.83689854D+03    0.0000007    0.0000000    224.433   275.567    FS
    50 -0.83689854D+03    0.0000006    0.0000000    224.479   275.521    FS
    51 -0.83689854D+03    0.0000004    0.0000000    224.439   275.561    FS
    52 -0.83689854D+03    0.0000003    0.0000000    224.474   275.526    FS
    53 -0.83689854D+03    0.0000002    0.0000000    224.444   275.556    FS
    54 -0.83689854D+03    0.0000002    0.0000000    224.470   275.530    FS
    55 -0.83689854D+03    0.0000001    0.0000000    224.447   275.553    FS
    56 -0.83689854D+03    0.0000001    0.0000000    224.467   275.533    FS
    57 -0.83689854D+03    0.0000001    0.0000000    224.450   275.550    FS
    58 -0.83689854D+03    0.0000001    0.0000000    224.465   275.535    FS
    59 -0.83689854D+03    0.0000000    0.0000000    224.452   275.548    FS
    60 -0.83689854D+03    0.0000000    0.0000000    224.463   275.537    FS
    61 -0.83689854D+03    0.0000000    0.0000000    224.453   275.547    FS
    62 -0.83689854D+03    0.0000000    0.0000000    224.462   275.538    FS
    63 -0.83689854D+03    0.0000000    0.0000000    224.454   275.546    FS
    64 -0.83689854D+03    0.0000000    0.0000000    224.461   275.539    FS
    65 -0.83689854D+03    0.0000000    0.0000000    224.455   275.545    FS
    66 -0.83689854D+03    0.0000000    0.0000000    224.460   275.540    FS
    67 -0.83689854D+03    0.0000000    0.0000000    224.456   275.544    FS
    68 -0.83689854D+03    0.0000000    0.0000000    224.460   275.540    FS
    69 -0.83689854D+03    0.0000000    0.0000000    224.456   275.544    FS
    70 -0.83689854D+03    0.0000000    0.0000000    224.459   275.541    FS
    71 -0.83689854D+03    0.0000000    0.0000000    224.457   275.543    FS
    72 -0.83689854D+03    0.0000000    0.0000000    224.459   275.541    FS
    73 -0.83689854D+03    0.0000000    0.0000000    224.457   275.543    FS
    74 -0.83689854D+03    0.0000000    0.0000000    224.459   275.541    FS
    75 -0.83689854D+03    0.0000000    0.0000000    224.457   275.543    FS
    76 -0.83689854D+03    0.0000000    0.0000000    224.458   275.542    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


    10 -0.83806546D+03    0.6386965    0.0007615    245.783   254.217    EM
    11 -0.83767546D+03    0.3899983    0.0004654    243.672   256.328    EM
    12 -0.83743300D+03    0.2424619    0.0002894    241.693   258.307    EM
    13 -0.83727726D+03    0.1557383    0.0001860    239.877   260.123    EM
    14 -0.83717359D+03    0.1036737    0.0001238    238.232   261.768    EM
    15 -0.83710224D+03    0.0713437    0.0000852    236.751   263.249    EM
    16 -0.83705172D+03    0.0505193    0.0000604    235.424   264.576    EM
    17 -0.83701509D+03    0.0366289    0.0000438    234.237   265.763    EM
    18 -0.83698803D+03    0.0270684    0.0000323    233.176   266.824    EM
    19 -0.83696772D+03    0.0203075    0.0000243    232.229   267.771    EM
    20 -0.83695230D+03    0.0154164    0.0000184    231.383   268.617    EM
    21 -0.83694049D+03    0.0118114    0.0000141    230.629   269.371    EM
    22 -0.83693138D+03    0.0091141    0.0000109    229.957   270.043    EM
    23 -0.83692431D+03    0.0070716    0.0000084    229.357   270.643    EM
    24 -0.83691879D+03    0.0055104    0.0000066    228.822   271.178    EM
    25 -0.83691449D+03    0.0043082    0.0000051    228.345   271.655    EM
    26 -0.83691111D+03    0.0033770    0.0000040    227.920   272.080    EM
    27 -0.83690846D+03    0.0026525    0.0000032    227.542   272.458    EM
    28 -0.83690637D+03    0.0020868    0.0000025    227.204   272.796    EM
    29 -0.83690473D+03    0.0016444    0.0000020    226.903   273.097    EM
    30 -0.83690343D+03    0.0012966    0.0000015    226.635   273.365    EM
    31 -0.83690241D+03    0.0010232    0.0000012    226.397   273.603    EM
    32 -0.83690160D+03    0.0008080    0.0000010    226.184   273.816    EM
    33 -0.83690096D+03    0.0006384    0.0000008    225.995   274.005    EM
    34 -0.83690046D+03    0.0005046    0.0000006    225.826   274.174    EM
    35 -0.83690006D+03    0.0003990    0.0000005    225.676   274.324    EM
    36 -0.83689883D+03    0.0012215    0.0000015    224.205   275.795    FS
    37 -0.83689874D+03    0.0000919    0.0000001    224.705   275.295    FS
    38 -0.83689869D+03    0.0000484    0.0000001    224.261   275.739    FS
    39 -0.83689866D+03    0.0000383    0.0000000    224.633   275.367    FS
    40 -0.83689863D+03    0.0000269    0.0000000    224.307   275.693    FS
    41 -0.83689861D+03    0.0000216    0.0000000    224.590   275.410    FS
    42 -0.83689859D+03    0.0000155    0.0000000    224.343   275.657    FS
    43 -0.83689858D+03    0.0000123    0.0000000    224.557   275.443    FS
    44 -0.83689857D+03    0.0000089    0.0000000    224.371   275.629    FS
    45 -0.83689856D+03    0.0000070    0.0000000    224.533   275.467    FS
    46 -0.83689856D+03    0.0000051    0.0000000    224.392   275.608    FS
    47 -0.83689855D+03    0.0000040    0.0000000    224.515   275.485    FS
    48 -0.83689855D+03    0.0000029    0.0000000    224.408   275.592    FS
    49 -0.83689855D+03    0.0000023    0.0000000    224.501   275.499    FS
    50 -0.83689855D+03    0.0000017    0.0000000    224.420   275.580    FS
    51 -0.83689855D+03    0.0000013    0.0000000    224.490   275.510    FS
    52 -0.83689855D+03    0.0000010    0.0000000    224.429   275.571    FS
    53 -0.83689854D+03    0.0000007    0.0000000    224.482   275.518    FS
    54 -0.83689854D+03    0.0000006    0.0000000    224.436   275.564    FS
    55 -0.83689854D+03    0.0000004    0.0000000    224.476   275.524    FS
    56 -0.83689854D+03    0.0000003    0.0000000    224.442   275.558    FS
    57 -0.83689854D+03    0.0000002    0.0000000    224.472   275.528    FS
    58 -0.83689854D+03    0.0000002    0.0000000    224.446   275.554    FS
    59 -0.83689854D+03    0.0000001    0.0000000    224.468   275.532    FS
    60 -0.83689854D+03    0.0000001    0.0000000    224.449   275.551    FS
    61 -0.83689854D+03    0.0000001    0.0000000    224.466   275.534    FS
    62 -0.83689854D+03    0.0000001    0.0000000    224.451   275.549    FS
    63 -0.83689854D+03    0.0000000    0.0000000    224.464   275.536    FS
    64 -0.83689854D+03    0.0000000    0.0000000    224.452   275.548    FS
    65 -0.83689854D+03    0.0000000    0.0000000    224.462   275.538    FS
    66 -0.83689854D+03    0.0000000    0.0000000    224.454   275.546    FS
    67 -0.83689854D+03    0.0000000    0.0000000    224.461   275.539    FS
    68 -0.83689854D+03    0.0000000    0.0000000    224.455   275.545    FS
    69 -0.83689854D+03    0.0000000    0.0000000    224.460   275.540    FS
    70 -0.83689854D+03    0.0000000    0.0000000    224.456   275.544    FS
    71 -0.83689854D+03    0.0000000    0.0000000    224.460   275.540    FS
    72 -0.83689854D+03    0.0000000    0.0000000    224.456   275.544    FS
    73 -0.83689854D+03    0.0000000    0.0000000    224.459   275.541    FS
    74 -0.83689854D+03    0.0000000    0.0000000    224.456   275.544    FS
    75 -0.83689854D+03    0.0000000    0.0000000    224.459   275.541    FS
    76 -0.83689854D+03    0.0000000    0.0000000    224.457   275.543    FS
    77 -0.83689854D+03    0.0000000    0.0000000    224.459   275.541    FS
    78 -0.83689854D+03    0.0000000    0.0000000    224.457   275.543    FS
    79 -0.83689854D+03    0.0000000    0.0000000    224.458   275.542    FS
    80 -0.83689854D+03    0.0000000    0.0000000    224.457   275.543    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


    10 -0.83843587D+03    0.7225987    0.0008611    251.630   248.370    EM
    11 -0.83795266D+03    0.4832135    0.0005763    248.548   251.452    EM
    12 -0.83763107D+03    0.3215859    0.0003838    245.775   254.225    EM
    13 -0.83741567D+03    0.2154011    0.0002572    243.299   256.701    EM
    14 -0.83726953D+03    0.1461448    0.0001745    241.101   258.899    EM
    15 -0.83716878D+03    0.1007525    0.0001203    239.158   260.842    EM
    16 -0.83709812D+03    0.0706519    0.0000844    237.442   262.558    EM
    17 -0.83704774D+03    0.0503835    0.0000602    235.930   264.070    EM
    18 -0.83701124D+03    0.0365001    0.0000436    234.599   265.401    EM
    19 -0.83698442D+03    0.0268244    0.0000320    233.426   266.574    EM
    20 -0.83696445D+03    0.0199648    0.0000239    232.393   267.607    EM
    21 -0.83694943D+03    0.0150188    0.0000179    231.482   268.518    EM
    22 -0.83693803D+03    0.0114050    0.0000136    230.679   269.321    EM
    23 -0.83692930D+03    0.0087278    0.0000104    229.970   270.030    EM
    24 -0.83692258D+03    0.0067217    0.0000080    229.344   270.656    EM
    25 -0.83691737D+03    0.0052041    0.0000062    228.791   271.209    EM
    26 -0.83691333D+03    0.0040467    0.0000048    228.302   271.698    EM
    27 -0.83691017D+03    0.0031575    0.0000038    227.870   272.130    EM
    28 -0.83690770D+03    0.0024708    0.0000030    227.487   272.513    EM
    29 -0.83690576D+03    0.0019378    0.0000023    227.148   272.852    EM
    30 -0.83690424D+03    0.0015226    0.0000018    226.847   273.153    EM
    31 -0.83690304D+03    0.0011981    0.0000014    226.580   273.420    EM
    32 -0.83690210D+03    0.0009440    0.0000011    226.344   273.656    EM
    33 -0.83690135D+03    0.0007445    0.0000009    226.134   273.866    EM
    34 -0.83690076D+03    0.0005881    0.0000007    225.948   274.052    EM
    35 -0.83689903D+03    0.0017361    0.0000021    224.120   275.880    FS
    36 -0.83689888D+03    0.0001453    0.0000002    224.777   275.223    FS
    37 -0.83689880D+03    0.0000803    0.0000001    224.199   275.801    FS
    38 -0.83689874D+03    0.0000659    0.0000001    224.686   275.314    FS
    39 -0.83689869D+03    0.0000453    0.0000001    224.260   275.740    FS
    40 -0.83689865D+03    0.0000371    0.0000000    224.630   275.370    FS
    41 -0.83689863D+03    0.0000262    0.0000000    224.308   275.692    FS
    42 -0.83689861D+03    0.0000211    0.0000000    224.588   275.412    FS
    43 -0.83689859D+03    0.0000151    0.0000000    224.345   275.655    FS
    44 -0.83689858D+03    0.0000120    0.0000000    224.556   275.444    FS
    45 -0.83689857D+03    0.0000087    0.0000000    224.372   275.628    FS
    46 -0.83689856D+03    0.0000068    0.0000000    224.532   275.468    FS
    47 -0.83689856D+03    0.0000050    0.0000000    224.393   275.607    FS
    48 -0.83689855D+03    0.0000039    0.0000000    224.514   275.486    FS
    49 -0.83689855D+03    0.0000029    0.0000000    224.409   275.591    FS
    50 -0.83689855D+03    0.0000022    0.0000000    224.500   275.500    FS
    51 -0.83689855D+03    0.0000016    0.0000000    224.421   275.579    FS
    52 -0.83689855D+03    0.0000013    0.0000000    224.490   275.510    FS
    53 -0.83689855D+03    0.0000009    0.0000000    224.430   275.570    FS
    54 -0.83689854D+03    0.0000007    0.0000000    224.482   275.518    FS
    55 -0.83689854D+03    0.0000005    0.0000000    224.437   275.563    FS
    56 -0.83689854D+03    0.0000004    0.0000000    224.476   275.524    FS
    57 -0.83689854D+03    0.0000003    0.0000000    224.442   275.558    FS
    58 -0.83689854D+03    0.0000002    0.0000000    224.472   275.528    FS
    59 -0.83689854D+03    0.0000002    0.0000000    224.446   275.554    FS
    60 -0.83689854D+03    0.0000001    0.0000000    224.468   275.532    FS
    61 -0.83689854D+03    0.0000001    0.0000000    224.449   275.551    FS
    62 -0.83689854D+03    0.0000001    0.0000000    224.466   275.534    FS
    63 -0.83689854D+03    0.0000001    0.0000000    224.451   275.549    FS
    64 -0.83689854D+03    0.0000000    0.0000000    224.464   275.536    FS
    65 -0.83689854D+03    0.0000000    0.0000000    224.453   275.547    FS
    66 -0.83689854D+03    0.0000000    0.0000000    224.462   275.538    FS
    67 -0.83689854D+03    0.0000000    0.0000000    224.454   275.546    FS
    68 -0.83689854D+03    0.0000000    0.0000000    224.461   275.539    FS
    69 -0.83689854D+03    0.0000000    0.0000000    224.455   275.545    FS
    70 -0.83689854D+03    0.0000000    0.0000000    224.460   275.540    FS
    71 -0.83689854D+03    0.0000000    0.0000000    224.456   275.544    FS
    72 -0.83689854D+03    0.0000000    0.0000000    224.460   275.540    FS
    73 -0.83689854D+03    0.0000000    0.0000000    224.456   275.544    FS
    74 -0.83689854D+03    0.0000000    0.0000000    224.459   275.541    FS
    75 -0.83689854D+03    0.0000000    0.0000000    224.457   275.543    FS
    76 -0.83689854D+03    0.0000000    0.0000000    224.459   275.541    FS
    77 -0.83689854D+03    0.0000000    0.0000000    224.457   275.543    FS
    78 -0.83689854D+03    0.0000000    0.0000000    224.459   275.541    FS
    79 -0.83689854D+03    0.0000000    0.0000000    224.457   275.543    FS
    80 -0.83689854D+03    0.0000000    0.0000000    224.458   275.542    FS
    81 -0.83689854D+03    0.0000000    0.0000000    224.457   275.543    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


     8 -0.83845546D+03    0.9549673    0.0011377    277.956   222.044    EM
     9 -0.83785829D+03    0.5971616    0.0007122    277.277   222.723    EM
    10 -0.83748685D+03    0.3714445    0.0004433    276.777   223.223    EM
    11 -0.83725773D+03    0.2291162    0.0002736    276.403   223.597    EM
    12 -0.83711740D+03    0.1403343    0.0001676    276.120   223.880    EM
    13 -0.83703183D+03    0.0855705    0.0001022    275.906   224.094    EM
    14 -0.83697976D+03    0.0520658    0.0000622    275.747   224.253    EM
    15 -0.83694810D+03    0.0316621    0.0000378    275.629   224.371    EM
    16 -0.83692884D+03    0.0192648    0.0000230    275.543   224.457    EM
    17 -0.83691710D+03    0.0117364    0.0000140    275.481   224.519    EM
    18 -0.83690994D+03    0.0071628    0.0000086    275.439   224.561    EM
    19 -0.83690556D+03    0.0043796    0.0000052    275.412   224.588    EM
    20 -0.83690287D+03    0.0026836    0.0000032    275.395   224.605    EM
    21 -0.83690123D+03    0.0016481    0.0000020    275.387   224.613    EM
    22 -0.83690021D+03    0.0010147    0.0000012    275.384   224.616    EM
    23 -0.83689958D+03    0.0006264    0.0000007    275.386   224.614    EM
    24 -0.83689920D+03    0.0003879    0.0000005    275.391   224.609    EM
    25 -0.83689896D+03    0.0002410    0.0000003    275.398   224.602    EM
    26 -0.83689881D+03    0.0001503    0.0000002    275.406   224.594    EM
    27 -0.83689871D+03    0.0000942    0.0000001    275.415   224.585    EM
    28 -0.83689865D+03    0.0000594    0.0000001    275.424   224.576    EM
    29 -0.83689861D+03    0.0000377    0.0000000    275.433   224.567    EM
    30 -0.83689859D+03    0.0000241    0.0000000    275.442   224.558    EM
    31 -0.83689857D+03    0.0000155    0.0000000    275.451   224.549    EM
    32 -0.83689856D+03    0.0000101    0.0000000    275.459   224.541    EM
    33 -0.83689856D+03    0.0000067    0.0000000    275.467   224.533    EM
    34 -0.83689855D+03    0.0000045    0.0000000    275.474   224.526    EM
    35 -0.83689855D+03    0.0000030    0.0000000    275.480   224.520    EM
    36 -0.83689854D+03    0.0000071    0.0000000    275.543   224.457    FS
    37 -0.83689854D+03    0.0000004    0.0000000    275.536   224.464    FS
    38 -0.83689854D+03    0.0000001    0.0000000    275.545   224.455    FS
    39 -0.83689854D+03    0.0000000    0.0000000    275.539   224.461    FS
    40 -0.83689854D+03    0.0000000    0.0000000    275.545   224.455    FS
    41 -0.83689854D+03    0.0000000    0.0000000    275.540   224.460    FS
    42 -0.83689854D+03    0.0000000    0.0000000    275.544   224.456    FS
    43 -0.83689854D+03    0.0000000    0.0000000    275.540   224.460    FS
    44 -0.83689854D+03    0.0000000    0.0000000    275.544   224.456    FS
    45 -0.83689854D+03    0.0000000    0.0000000    275.541   224.459    FS
    46 -0.83689854D+03    0.0000000    0.0000000    275.543   224.457    FS
    47 -0.83689854D+03    0.0000000    0.0000000    275.541   224.459    FS
    48 -0.83689854D+03    0.0000000    0.0000000    275.543   224.457    FS
    49 -0.83689854D+03    0.0000000    0.0000000    275.541   224.459    FS
    50 -0.83689854D+03    0.0000000    0.0000000    275.543   224.457    FS
    51 -0.83689854D+03    0.0000000    0.0000000    275.542   224.458    FS


     Beginning Time:  17:49:23
        Ending Time:  17:49:24
       Elapsed Time:  00:00:01



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