Mplus VERSION 7.2
MUTHEN & MUTHEN
05/07/2014   2:46 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of a GMM for a
  	continuous outcome using user-specified
  	starting values and random starts
  DATA:	FILE IS ex8.2.dat;
  VARIABLE:	NAMES ARE y1-y4 x c;
  	USEV = y1-y4 x;
  	CLASSES = c (2);
  ANALYSIS:	TYPE = MIXTURE;
  MODEL:	
  	%OVERALL%
  	i s | y1@0 y2@1 y3@2 y4@3;
  	i s ON x;
  	c ON x;
  	%c#1%
  	[i*1 s*.5];
  	%c#2%
  	[i*3 s*1];
  OUTPUT:	TECH1 TECH8;



INPUT READING TERMINATED NORMALLY



this is an example of a GMM for a
continuous outcome using user-specified
starting values and random starts

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                         500

Number of dependent variables                                    4
Number of independent variables                                  1
Number of continuous latent variables                            2
Number of categorical latent variables                           1

Observed dependent variables

  Continuous
   Y1          Y2          Y3          Y4

Observed independent variables
   X

Continuous latent variables
   I           S

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)
  ex8.2.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:

           -3337.654  650371           14
           -3337.654  107446           12
           -3337.654  903420           5
           -3337.654  unperturbed      0



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                       15

Loglikelihood

          H0 Value                       -3337.654
          H0 Scaling Correction Factor      1.0449
            for MLR

Information Criteria

          Akaike (AIC)                    6705.307
          Bayesian (BIC)                  6768.526
          Sample-Size Adjusted BIC        6720.915
            (n* = (n + 2) / 24)



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

    Latent
   Classes

       1        242.09131          0.48418
       2        257.90869          0.51582


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

    Latent
   Classes

       1        242.09131          0.48418
       2        257.90869          0.51582


CLASSIFICATION QUALITY

     Entropy                         0.557


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP

Class Counts and Proportions

    Latent
   Classes

       1              236          0.47200
       2              264          0.52800


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

           1        2

    1   0.872    0.128
    2   0.137    0.863


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

           1        2

    1   0.850    0.150
    2   0.117    0.883


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

              1        2

    1      1.735    0.000
    2     -2.020    0.000


MODEL RESULTS

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

Latent Class 1

 I        |
    Y1                 1.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 1.000      0.000    999.000    999.000
    Y4                 1.000      0.000    999.000    999.000

 S        |
    Y1                 0.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 2.000      0.000    999.000    999.000
    Y4                 3.000      0.000    999.000    999.000

 I          ON
    X                  0.354      0.148      2.390      0.017

 S          ON
    X                  0.339      0.055      6.161      0.000

 S        WITH
    I                 -0.054      0.069     -0.786      0.432

 Intercepts
    Y1                 0.000      0.000    999.000    999.000
    Y2                 0.000      0.000    999.000    999.000
    Y3                 0.000      0.000    999.000    999.000
    Y4                 0.000      0.000    999.000    999.000
    I                  0.916      0.107      8.525      0.000
    S                  0.456      0.117      3.911      0.000

 Residual Variances
    Y1                 0.604      0.073      8.279      0.000
    Y2                 0.557      0.046     12.136      0.000
    Y3                 0.446      0.052      8.499      0.000
    Y4                 0.560      0.099      5.630      0.000
    I                  0.978      0.199      4.908      0.000
    S                  0.428      0.049      8.688      0.000

Latent Class 2

 I        |
    Y1                 1.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 1.000      0.000    999.000    999.000
    Y4                 1.000      0.000    999.000    999.000

 S        |
    Y1                 0.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 2.000      0.000    999.000    999.000
    Y4                 3.000      0.000    999.000    999.000

 I          ON
    X                  0.354      0.148      2.390      0.017

 S          ON
    X                  0.339      0.055      6.161      0.000

 S        WITH
    I                 -0.054      0.069     -0.786      0.432

 Intercepts
    Y1                 0.000      0.000    999.000    999.000
    Y2                 0.000      0.000    999.000    999.000
    Y3                 0.000      0.000    999.000    999.000
    Y4                 0.000      0.000    999.000    999.000
    I                  2.945      0.206     14.264      0.000
    S                  0.992      0.062     16.068      0.000

 Residual Variances
    Y1                 0.604      0.073      8.279      0.000
    Y2                 0.557      0.046     12.136      0.000
    Y3                 0.446      0.052      8.499      0.000
    Y4                 0.560      0.099      5.630      0.000
    I                  0.978      0.199      4.908      0.000
    S                  0.428      0.049      8.688      0.000

Categorical Latent Variables

 C#1        ON
    X                  0.749      0.388      1.932      0.053

 Intercepts
    C#1               -0.027      0.295     -0.090      0.928


LOGISTIC REGRESSION ODDS RATIO RESULTS

Categorical Latent Variables

 C#1      ON
    X                  2.116


ALTERNATIVE PARAMETERIZATIONS FOR THE CATEGORICAL LATENT VARIABLE REGRESSION

Parameterization using Reference Class 1

 C#2      ON
    X                 -0.749      0.388     -1.932      0.053

 Intercepts
    C#2                0.027      0.295      0.090      0.928


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.947E-02
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS 1


           NU
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           LAMBDA
              I             S             X
              ________      ________      ________
 Y1                 0             0             0
 Y2                 0             0             0
 Y3                 0             0             0
 Y4                 0             0             0
 X                  0             0             0


           THETA
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 Y1                 1
 Y2                 0             2
 Y3                 0             0             3
 Y4                 0             0             0             4
 X                  0             0             0             0             0


           ALPHA
              I             S             X
              ________      ________      ________
 1                  5             6             0


           BETA
              I             S             X
              ________      ________      ________
 I                  0             0             7
 S                  0             0             8
 X                  0             0             0


           PSI
              I             S             X
              ________      ________      ________
 I                  9
 S                 10            11
 X                  0             0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS 2


           NU
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           LAMBDA
              I             S             X
              ________      ________      ________
 Y1                 0             0             0
 Y2                 0             0             0
 Y3                 0             0             0
 Y4                 0             0             0
 X                  0             0             0


           THETA
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 Y1                 1
 Y2                 0             2
 Y3                 0             0             3
 Y4                 0             0             0             4
 X                  0             0             0             0             0


           ALPHA
              I             S             X
              ________      ________      ________
 1                 12            13             0


           BETA
              I             S             X
              ________      ________      ________
 I                  0             0             7
 S                  0             0             8
 X                  0             0             0


           PSI
              I             S             X
              ________      ________      ________
 I                  9
 S                 10            11
 X                  0             0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C#1           C#2
              ________      ________
 1                 14             0


           GAMMA(C)
              X
              ________
 C#1               15
 C#2                0


     STARTING VALUES FOR LATENT CLASS 1


           NU
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              I             S             X
              ________      ________      ________
 Y1             1.000         0.000         0.000
 Y2             1.000         1.000         0.000
 Y3             1.000         2.000         0.000
 Y4             1.000         3.000         0.000
 X              0.000         0.000         1.000


           THETA
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 Y1             1.218
 Y2             0.000         1.732
 Y3             0.000         0.000         2.710
 Y4             0.000         0.000         0.000         4.200
 X              0.000         0.000         0.000         0.000         0.000


           ALPHA
              I             S             X
              ________      ________      ________
 1              1.000         0.500         0.000


           BETA
              I             S             X
              ________      ________      ________
 I              0.000         0.000         0.000
 S              0.000         0.000         0.000
 X              0.000         0.000         0.000


           PSI
              I             S             X
              ________      ________      ________
 I              2.299
 S              0.000         0.667
 X              0.000         0.000         0.491


     STARTING VALUES FOR LATENT CLASS 2


           NU
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              I             S             X
              ________      ________      ________
 Y1             1.000         0.000         0.000
 Y2             1.000         1.000         0.000
 Y3             1.000         2.000         0.000
 Y4             1.000         3.000         0.000
 X              0.000         0.000         1.000


           THETA
              Y1            Y2            Y3            Y4            X
              ________      ________      ________      ________      ________
 Y1             1.218
 Y2             0.000         1.732
 Y3             0.000         0.000         2.710
 Y4             0.000         0.000         0.000         4.200
 X              0.000         0.000         0.000         0.000         0.000


           ALPHA
              I             S             X
              ________      ________      ________
 1              3.000         1.000         0.000


           BETA
              I             S             X
              ________      ________      ________
 I              0.000         0.000         0.000
 S              0.000         0.000         0.000
 X              0.000         0.000         0.000


           PSI
              I             S             X
              ________      ________      ________
 I              2.299
 S              0.000         0.667
 X              0.000         0.000         0.491


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


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


           GAMMA(C)
              X
              ________
 C#1            0.000
 C#2            0.000


TECHNICAL 8 OUTPUT


  INITIAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.38106756D+04    0.0000000    0.0000000    256.114   243.886    EM
     2 -0.33456722D+04  465.0033262    0.1220265    255.466   244.534    EM
     3 -0.33455490D+04    0.1232729    0.0000368    254.824   245.176    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.80410917D+04    0.0000000    0.0000000    266.318   233.682    EM
     2 -0.33523408D+04 4688.7508451    0.5830988    210.264   289.736    EM
     3 -0.33488369D+04    3.5038747    0.0010452    209.830   290.170    EM
     4 -0.33480755D+04    0.7614775    0.0002274    209.218   290.782    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12324697D+05    0.0000000    0.0000000      5.048   494.952    EM
     2 -0.33475144D+04 8977.1829339    0.7283897      3.835   496.165    EM
     3 -0.33465901D+04    0.9243050    0.0002761      3.596   496.404    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.68582426D+04    0.0000000    0.0000000      0.015   499.985    EM
     2 -0.33712627D+04 3486.9798818    0.5084364     16.012   483.988    EM
     3 -0.33487910D+04   22.4717377    0.0066657     18.923   481.077    EM
     4 -0.33475220D+04    1.2689150    0.0003789     18.897   481.103    EM
     5 -0.33471223D+04    0.3997613    0.0001194     18.901   481.099    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.74849702D+04    0.0000000    0.0000000    484.819    15.181    EM
     2 -0.33488454D+04 4136.1248324    0.5525907    466.735    33.265    EM
     3 -0.33475107D+04    1.3347132    0.0003986    467.063    32.937    EM
     4 -0.33472936D+04    0.2170213    0.0000648    467.420    32.580    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.70128377D+04    0.0000000    0.0000000    368.917   131.083    EM
     2 -0.33606902D+04 3652.1475001    0.5207803    221.412   278.588    EM
     3 -0.33460240D+04   14.6661682    0.0043640    220.349   279.651    EM
     4 -0.33457453D+04    0.2786634    0.0000833    219.078   280.922    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.61757740D+04    0.0000000    0.0000000     41.192   458.808    EM
     2 -0.33531991D+04 2822.5748584    0.4570399     38.387   461.613    EM
     3 -0.33491283D+04    4.0708042    0.0012140     36.923   463.077    EM
     4 -0.33479524D+04    1.1759094    0.0003511     35.989   464.011    EM
     5 -0.33474396D+04    0.5127907    0.0001532     35.349   464.651    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.90157757D+04    0.0000000    0.0000000    116.823   383.177    EM
     2 -0.33638938D+04 5651.8818941    0.6268880    117.079   382.921    EM
     3 -0.33534114D+04   10.4823668    0.0031161    117.013   382.987    EM
     4 -0.33503875D+04    3.0239683    0.0009018    116.511   383.489    EM
     5 -0.33490496D+04    1.3378214    0.0003993    115.932   384.068    EM
     6 -0.33483355D+04    0.7141534    0.0002132    115.355   384.645    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.60023334D+04    0.0000000    0.0000000    422.709    77.291    EM
     2 -0.33596014D+04 2642.7320302    0.4402841    422.170    77.830    EM
     3 -0.33506246D+04    8.9767186    0.0026720    421.439    78.561    EM
     4 -0.33481314D+04    2.4932146    0.0007441    421.011    78.989    EM
     5 -0.33470811D+04    1.0503265    0.0003137    420.693    79.307    EM
     6 -0.33465621D+04    0.5189629    0.0001550    420.446    79.554    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.10321302D+05    0.0000000    0.0000000    112.765   387.235    EM
     2 -0.33779439D+04 6943.3584714    0.6727212    152.498   347.502    EM
     3 -0.33540139D+04   23.9299735    0.0070842    157.613   342.387    EM
     4 -0.33515427D+04    2.4712063    0.0007368    160.948   339.052    EM
     5 -0.33502175D+04    1.3251373    0.0003954    163.770   336.230    EM
     6 -0.33493905D+04    0.8269966    0.0002468    166.223   333.777    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.55436907D+04    0.0000000    0.0000000    233.954   266.046    EM
     2 -0.33506492D+04 2193.0414294    0.3955923    234.947   265.053    EM
     3 -0.33476755D+04    2.9737137    0.0008875    233.799   266.201    EM
     4 -0.33467366D+04    0.9389720    0.0002805    232.964   267.036    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.54384600D+04    0.0000000    0.0000000    440.254    59.746    EM
     2 -0.33528492D+04 2085.6108232    0.3834929    465.992    34.008    EM
     3 -0.33468247D+04    6.0244560    0.0017968    465.592    34.408    EM
     4 -0.33465222D+04    0.3025449    0.0000904    465.329    34.671    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.57377598D+04    0.0000000    0.0000000    223.453   276.547    EM
     2 -0.33472127D+04 2390.5470937    0.4166342    215.860   284.140    EM
     3 -0.33436385D+04    3.5742602    0.0010678    216.035   283.965    EM
     4 -0.33429389D+04    0.6995944    0.0002092    216.268   283.732    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.81419300D+04    0.0000000    0.0000000    181.403   318.597    EM
     2 -0.33522090D+04 4789.7210228    0.5882783    187.458   312.542    EM
     3 -0.33493346D+04    2.8744269    0.0008575    192.415   307.585    EM
     4 -0.33479345D+04    1.4000814    0.0004180    196.626   303.374    EM
     5 -0.33470298D+04    0.9046983    0.0002702    200.311   299.689    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.10290374D+05    0.0000000    0.0000000    236.542   263.458    EM
     2 -0.33544582D+04 6935.9162352    0.6740198    222.594   277.406    EM
     3 -0.33482310D+04    6.2271897    0.0018564    220.064   279.936    EM
     4 -0.33464718D+04    1.7592175    0.0005254    217.846   282.154    EM
     5 -0.33456549D+04    0.8168730    0.0002441    215.959   284.041    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.67128082D+04    0.0000000    0.0000000    292.105   207.895    EM
     2 -0.33585235D+04 3354.2847186    0.4996843    290.696   209.304    EM
     3 -0.33497589D+04    8.7645942    0.0026097    289.967   210.033    EM
     4 -0.33474184D+04    2.3404554    0.0006987    289.756   210.244    EM
     5 -0.33465567D+04    0.8617306    0.0002574    289.754   210.246    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.67263626D+04    0.0000000    0.0000000     39.370   460.630    EM
     2 -0.33481441D+04 3378.2184647    0.5022356     39.001   460.999    EM
     3 -0.33474934D+04    0.6506588    0.0001943     38.757   461.243    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11942813D+05    0.0000000    0.0000000    114.254   385.746    EM
     2 -0.33613695D+04 8581.4431385    0.7185446    115.961   384.039    EM
     3 -0.33526292D+04    8.7402857    0.0026002    116.911   383.089    EM
     4 -0.33500661D+04    2.5630873    0.0007645    116.945   383.055    EM
     5 -0.33488405D+04    1.2255829    0.0003658    116.694   383.306    EM
     6 -0.33481210D+04    0.7194643    0.0002148    116.315   383.685    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11484625D+05    0.0000000    0.0000000    173.334   326.666    EM
     2 -0.33571227D+04 8127.5026455    0.7076855    174.821   325.179    EM
     3 -0.33486642D+04    8.4585162    0.0025196    175.439   324.561    EM
     4 -0.33466521D+04    2.0120411    0.0006008    175.414   324.586    EM
     5 -0.33460664D+04    0.5857136    0.0001750    175.103   324.897    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13541550D+05    0.0000000    0.0000000    291.563   208.437    EM
     2 -0.33673964D+04 ************    0.7513286    292.183   207.817    EM
     3 -0.33558159D+04   11.5804765    0.0034390    292.109   207.891    EM
     4 -0.33523834D+04    3.4325637    0.0010229    291.930   208.070    EM
     5 -0.33507600D+04    1.6233538    0.0004842    291.708   208.292    EM
     6 -0.33498263D+04    0.9337429    0.0002787    291.471   208.529    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.98061623D+04    0.0000000    0.0000000    291.678   208.322    EM
     2 -0.33562794D+04 6449.8828747    0.6577377    285.900   214.100    EM
     3 -0.33502444D+04    6.0350377    0.0017981    285.299   214.701    EM
     4 -0.33481250D+04    2.1193303    0.0006326    284.893   215.107    EM
     5 -0.33471920D+04    0.9330660    0.0002787    284.663   215.337    EM


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


     4 -0.33429389D+04    0.6995944    0.0002092    216.268   283.732    EM
     5 -0.33424348D+04    0.5040098    0.0001508    216.576   283.424    EM
     6 -0.33420191D+04    0.4157575    0.0001244    216.962   283.038    EM
     7 -0.33416492D+04    0.3698547    0.0001107    217.430   282.570    EM
     8 -0.33413072D+04    0.3420349    0.0001024    217.978   282.022    EM
     9 -0.33409855D+04    0.3217216    0.0000963    218.603   281.397    EM
    10 -0.33406816D+04    0.3039235    0.0000910    219.298   280.702    EM
    11 -0.33403953D+04    0.2862668    0.0000857    220.055   279.945    EM
    12 -0.33401275D+04    0.2677651    0.0000802    220.862   279.138    EM
    13 -0.33398793D+04    0.2482374    0.0000743    221.709   278.291    EM
    14 -0.33396513D+04    0.2279746    0.0000683    222.582   277.418    EM
    15 -0.33394438D+04    0.2075124    0.0000621    223.471   276.529    EM
    16 -0.33392563D+04    0.1874513    0.0000561    224.365   275.635    EM
    17 -0.33390880D+04    0.1683425    0.0000504    225.255   274.745    EM
    18 -0.33389374D+04    0.1505913    0.0000451    226.133   273.867    EM
    19 -0.33388030D+04    0.1344410    0.0000403    226.992   273.008    EM
    20 -0.33386830D+04    0.1199746    0.0000359    227.829   272.171    EM
    21 -0.33385758D+04    0.1071529    0.0000321    228.640   271.360    EM
    22 -0.33384800D+04    0.0958503    0.0000287    229.423   270.577    EM
    23 -0.33383941D+04    0.0859053    0.0000257    230.175   269.825    EM
    24 -0.33383170D+04    0.0771355    0.0000231    230.896   269.104    EM
    25 -0.33382476D+04    0.0693754    0.0000208    231.586   268.414    EM
    26 -0.33381851D+04    0.0624732    0.0000187    232.244   267.756    EM
    27 -0.33381288D+04    0.0563004    0.0000169    232.870   267.130    EM
    28 -0.33380781D+04    0.0507548    0.0000152    233.465   266.535    EM
    29 -0.33380323D+04    0.0457512    0.0000137    234.030   265.970    EM
    30 -0.33379911D+04    0.0412225    0.0000123    234.564   265.436    EM
    31 -0.33379540D+04    0.0371126    0.0000111    235.069   264.931    EM
    32 -0.33379206D+04    0.0333804    0.0000100    235.546   264.454    EM
    33 -0.33378906D+04    0.0299860    0.0000090    235.995   264.005    EM
    34 -0.33378637D+04    0.0268986    0.0000081    236.418   263.582    EM
    35 -0.33378396D+04    0.0240945    0.0000072    236.815   263.185    EM
    36 -0.33377039D+04    0.1356635    0.0000406    239.002   260.998    FS
    37 -0.33376663D+04    0.0376311    0.0000113    240.794   259.206    FS
    38 -0.33376571D+04    0.0092042    0.0000028    241.095   258.905    FS
    39 -0.33376550D+04    0.0020792    0.0000006    241.930   258.070    FS
    40 -0.33376546D+04    0.0004314    0.0000001    241.639   258.361    FS
    41 -0.33376545D+04    0.0000534    0.0000000    242.243   257.757    FS
    42 -0.33376541D+04    0.0004480    0.0000001    242.183   257.817    EM
    43 -0.33376539D+04    0.0002121    0.0000001    242.140   257.860    EM
    44 -0.33376538D+04    0.0001181    0.0000000    242.109   257.891    EM
    45 -0.33376537D+04    0.0000661    0.0000000    242.088   257.912    EM
    46 -0.33376537D+04    0.0000375    0.0000000    242.074   257.926    EM
    47 -0.33376536D+04    0.0000217    0.0000000    242.065   257.935    EM
    48 -0.33376536D+04    0.0000129    0.0000000    242.059   257.941    EM
    49 -0.33376536D+04    0.0000079    0.0000000    242.055   257.945    EM
    50 -0.33376536D+04    0.0000051    0.0000000    242.054   257.946    EM
    51 -0.33376536D+04    0.0000034    0.0000000    242.054   257.946    EM
    52 -0.33376536D+04    0.0000024    0.0000000    242.054   257.946    EM
    53 -0.33376536D+04    0.0000018    0.0000000    242.055   257.945    EM
    54 -0.33376536D+04    0.0000014    0.0000000    242.057   257.943    EM
    55 -0.33376536D+04    0.0000011    0.0000000    242.058   257.942    EM
    56 -0.33376536D+04    0.0000009    0.0000000    242.060   257.940    EM
    57 -0.33376536D+04    0.0000008    0.0000000    242.062   257.938    EM
    58 -0.33376536D+04    0.0000006    0.0000000    242.064   257.936    EM
    59 -0.33376536D+04    0.0000005    0.0000000    242.066   257.934    EM
    60 -0.33376536D+04    0.0000005    0.0000000    242.067   257.933    EM
    61 -0.33376536D+04    0.0000004    0.0000000    242.069   257.931    EM
    62 -0.33376536D+04    0.0000003    0.0000000    242.071   257.929    EM
    63 -0.33376536D+04    0.0000003    0.0000000    242.072   257.928    EM
    64 -0.33376536D+04    0.0000002    0.0000000    242.074   257.926    EM
    65 -0.33376536D+04    0.0000002    0.0000000    242.075   257.925    EM
    66 -0.33376536D+04    0.0000002    0.0000000    242.076   257.924    EM
    67 -0.33376536D+04    0.0000002    0.0000000    242.077   257.923    EM
    68 -0.33376536D+04    0.0000001    0.0000000    242.078   257.922    EM
    69 -0.33376536D+04    0.0000001    0.0000000    242.079   257.921    EM
    70 -0.33376536D+04    0.0000001    0.0000000    242.080   257.920    EM
    71 -0.33376536D+04    0.0000001    0.0000000    242.081   257.919    EM
    72 -0.33376536D+04    0.0000001    0.0000000    242.082   257.918    EM
    73 -0.33376536D+04    0.0000001    0.0000000    242.083   257.917    EM
    74 -0.33376536D+04    0.0000001    0.0000000    242.083   257.917    EM
    75 -0.33376536D+04    0.0000000    0.0000000    242.084   257.916    EM
    76 -0.33376536D+04    0.0000000    0.0000000    242.084   257.916    EM
    77 -0.33376536D+04    0.0000002    0.0000000    242.091   257.909    QN
    78 -0.33376536D+04    0.0000000    0.0000000    242.091   257.909    EM


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


     3 -0.33455490D+04    0.1232729    0.0000368    254.824   245.176    EM
     4 -0.33454108D+04    0.1381888    0.0000413    254.166   245.834    EM
     5 -0.33452535D+04    0.1572729    0.0000470    253.493   246.507    EM
     6 -0.33450746D+04    0.1789136    0.0000535    252.807   247.193    EM
     7 -0.33448714D+04    0.2032312    0.0000608    252.111   247.889    EM
     8 -0.33446411D+04    0.2302176    0.0000688    251.408   248.592    EM
     9 -0.33443815D+04    0.2596626    0.0000776    250.702   249.298    EM
    10 -0.33440904D+04    0.2910704    0.0000870    249.998   250.002    EM
    11 -0.33437668D+04    0.3235702    0.0000968    249.300   250.700    EM
    12 -0.33434110D+04    0.3558598    0.0001064    248.616   251.384    EM
    13 -0.33430248D+04    0.3861959    0.0001155    247.951   252.049    EM
    14 -0.33426123D+04    0.4124898    0.0001234    247.310   252.690    EM
    15 -0.33421798D+04    0.4325147    0.0001294    246.700   253.300    EM
    16 -0.33417355D+04    0.4442720    0.0001329    246.122   253.878    EM
    17 -0.33412892D+04    0.4463347    0.0001336    245.580   254.420    EM
    18 -0.33408510D+04    0.4381627    0.0001311    245.073   254.927    EM
    19 -0.33404308D+04    0.4202055    0.0001258    244.600   255.400    EM
    20 -0.33400370D+04    0.3937880    0.0001179    244.161   255.839    EM
    21 -0.33396762D+04    0.3608288    0.0001080    243.755   256.245    EM
    22 -0.33393526D+04    0.3235377    0.0000969    243.381   256.619    EM
    23 -0.33390685D+04    0.2841542    0.0000851    243.040   256.960    EM
    24 -0.33388237D+04    0.2447742    0.0000733    242.732   257.268    EM
    25 -0.33386165D+04    0.2071863    0.0000621    242.460   257.540    EM
    26 -0.33384438D+04    0.1727505    0.0000517    242.221   257.779    EM
    27 -0.33383015D+04    0.1423170    0.0000426    242.017   257.983    EM
    28 -0.33381852D+04    0.1162342    0.0000348    241.845   258.155    EM
    29 -0.33380908D+04    0.0944316    0.0000283    241.703   258.297    EM
    30 -0.33380143D+04    0.0765473    0.0000229    241.589   258.411    EM
    31 -0.33379522D+04    0.0620706    0.0000186    241.499   258.501    EM
    32 -0.33379017D+04    0.0504439    0.0000151    241.430   258.570    EM
    33 -0.33378606D+04    0.0411396    0.0000123    241.380   258.620    EM
    34 -0.33378269D+04    0.0336944    0.0000101    241.345   258.655    EM
    35 -0.33376834D+04    0.1434594    0.0000430    241.307   258.693    FS
    36 -0.33376593D+04    0.0241763    0.0000072    241.757   258.243    FS
    37 -0.33376547D+04    0.0045569    0.0000014    241.918   258.082    FS
    38 -0.33376538D+04    0.0008928    0.0000003    242.028   257.972    FS
    39 -0.33376536D+04    0.0001775    0.0000001    242.054   257.946    FS
    40 -0.33376536D+04    0.0000354    0.0000000    242.086   257.914    FS
    41 -0.33376536D+04    0.0000070    0.0000000    242.079   257.921    FS
    42 -0.33376536D+04    0.0000014    0.0000000    242.096   257.904    FS
    43 -0.33376536D+04    0.0000002    0.0000000    242.083   257.917    FS
    44 -0.33376536D+04    0.0000000    0.0000000    242.099   257.901    FS
    45 -0.33376536D+04    0.0000004    0.0000000    242.097   257.903    EM
    46 -0.33376536D+04    0.0000002    0.0000000    242.095   257.905    EM
    47 -0.33376536D+04    0.0000001    0.0000000    242.094   257.906    EM
    48 -0.33376536D+04    0.0000001    0.0000000    242.093   257.907    EM
    49 -0.33376536D+04    0.0000000    0.0000000    242.093   257.907    EM
    50 -0.33376536D+04    0.0000000    0.0000000    242.092   257.908    EM
    51 -0.33376536D+04    0.0000000    0.0000000    242.092   257.908    EM
    52 -0.33376536D+04    0.0000000    0.0000000    242.092   257.908    EM
    53 -0.33376536D+04    0.0000000    0.0000000    242.092   257.908    EM
    54 -0.33376536D+04    0.0000000    0.0000000    242.091   257.909    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


     5 -0.33456549D+04    0.8168730    0.0002441    215.959   284.041    EM
     6 -0.33451780D+04    0.4768610    0.0001425    214.306   285.694    EM
     7 -0.33448516D+04    0.3264108    0.0000976    212.836   287.164    EM
     8 -0.33445988D+04    0.2528496    0.0000756    211.518   288.482    EM
     9 -0.33443830D+04    0.2157396    0.0000645    210.332   289.668    EM
    10 -0.33441852D+04    0.1978300    0.0000592    209.267   290.733    EM
    11 -0.33439944D+04    0.1907707    0.0000570    208.318   291.682    EM
    12 -0.33438044D+04    0.1900838    0.0000568    207.482   292.518    EM
    13 -0.33436112D+04    0.1931373    0.0000578    206.762   293.238    EM
    14 -0.33434130D+04    0.1982610    0.0000593    206.160   293.840    EM
    15 -0.33432086D+04    0.2043413    0.0000611    205.684   294.316    EM
    16 -0.33429980D+04    0.2106194    0.0000630    205.338   294.662    EM
    17 -0.33427814D+04    0.2165923    0.0000648    205.130   294.870    EM
    18 -0.33425595D+04    0.2219490    0.0000664    205.065   294.935    EM
    19 -0.33423329D+04    0.2265197    0.0000678    205.148   294.852    EM
    20 -0.33421027D+04    0.2302243    0.0000689    205.381   294.619    EM
    21 -0.33418697D+04    0.2330168    0.0000697    205.764   294.236    EM
    22 -0.33416348D+04    0.2348535    0.0000703    206.293   293.707    EM
    23 -0.33413992D+04    0.2356358    0.0000705    206.964   293.036    EM
    24 -0.33411640D+04    0.2352374    0.0000704    207.766   292.234    EM
    25 -0.33409305D+04    0.2334818    0.0000699    208.688   291.312    EM
    26 -0.33407003D+04    0.2301932    0.0000689    209.715   290.285    EM
    27 -0.33404751D+04    0.2252354    0.0000674    210.832   289.168    EM
    28 -0.33402565D+04    0.2185581    0.0000654    212.020   287.980    EM
    29 -0.33400463D+04    0.2102218    0.0000629    213.262   286.738    EM
    30 -0.33398459D+04    0.2004161    0.0000600    214.539   285.461    EM
    31 -0.33396564D+04    0.1894292    0.0000567    215.835   284.165    EM
    32 -0.33394788D+04    0.1776250    0.0000532    217.135   282.865    EM
    33 -0.33393134D+04    0.1653885    0.0000495    218.426   281.574    EM
    34 -0.33391603D+04    0.1530868    0.0000458    219.697   280.303    EM
    35 -0.33390193D+04    0.1410263    0.0000422    220.939   279.061    EM
    36 -0.33388899D+04    0.1294557    0.0000388    222.145   277.855    EM
    37 -0.33381172D+04    0.7726646    0.0002314    230.289   269.711    FS
    38 -0.33377995D+04    0.3177407    0.0000952    235.747   264.253    FS
    39 -0.33376917D+04    0.1077505    0.0000323    239.125   260.875    FS
    40 -0.33376630D+04    0.0286539    0.0000086    240.368   259.632    FS
    41 -0.33376561D+04    0.0069497    0.0000021    241.451   258.549    FS
    42 -0.33376545D+04    0.0016212    0.0000005    241.518   258.482    FS
    43 -0.33376541D+04    0.0003571    0.0000001    242.053   257.947    FS
    44 -0.33376541D+04    0.0000604    0.0000000    241.807   258.193    FS
    45 -0.33376538D+04    0.0002221    0.0000001    241.863   258.137    EM
    46 -0.33376537D+04    0.0001035    0.0000000    241.905   258.095    EM
    47 -0.33376537D+04    0.0000572    0.0000000    241.938   258.062    EM
    48 -0.33376536D+04    0.0000318    0.0000000    241.963   258.037    EM
    49 -0.33376536D+04    0.0000179    0.0000000    241.983   258.017    EM
    50 -0.33376536D+04    0.0000102    0.0000000    241.998   258.002    EM
    51 -0.33376536D+04    0.0000059    0.0000000    242.011   257.989    EM
    52 -0.33376536D+04    0.0000036    0.0000000    242.021   257.979    EM
    53 -0.33376536D+04    0.0000022    0.0000000    242.029   257.971    EM
    54 -0.33376536D+04    0.0000015    0.0000000    242.036   257.964    EM
    55 -0.33376536D+04    0.0000010    0.0000000    242.042   257.958    EM
    56 -0.33376536D+04    0.0000007    0.0000000    242.047   257.953    EM
    57 -0.33376536D+04    0.0000005    0.0000000    242.051   257.949    EM
    58 -0.33376536D+04    0.0000004    0.0000000    242.055   257.945    EM
    59 -0.33376536D+04    0.0000003    0.0000000    242.058   257.942    EM
    60 -0.33376536D+04    0.0000003    0.0000000    242.061   257.939    EM
    61 -0.33376536D+04    0.0000002    0.0000000    242.063   257.937    EM
    62 -0.33376536D+04    0.0000002    0.0000000    242.066   257.934    EM
    63 -0.33376536D+04    0.0000002    0.0000000    242.068   257.932    EM
    64 -0.33376536D+04    0.0000001    0.0000000    242.069   257.931    EM
    65 -0.33376536D+04    0.0000001    0.0000000    242.071   257.929    EM
    66 -0.33376536D+04    0.0000001    0.0000000    242.073   257.927    EM
    67 -0.33376536D+04    0.0000001    0.0000000    242.074   257.926    EM
    68 -0.33376536D+04    0.0000001    0.0000000    242.075   257.925    EM
    69 -0.33376536D+04    0.0000001    0.0000000    242.077   257.923    EM
    70 -0.33376536D+04    0.0000001    0.0000000    242.078   257.922    EM
    71 -0.33376536D+04    0.0000000    0.0000000    242.079   257.921    EM
    72 -0.33376536D+04    0.0000000    0.0000000    242.080   257.920    EM
    73 -0.33376536D+04    0.0000000    0.0000000    242.081   257.919    EM
    74 -0.33376536D+04    0.0000000    0.0000000    242.081   257.919    EM
    75 -0.33376536D+04    0.0000000    0.0000000    242.082   257.918    EM
    76 -0.33376536D+04    0.0000000    0.0000000    242.083   257.917    EM
    77 -0.33376536D+04    0.0000000    0.0000000    242.083   257.917    EM
    78 -0.33376536D+04    0.0000000    0.0000000    242.084   257.916    EM
    79 -0.33376536D+04    0.0000000    0.0000000    242.085   257.915    EM
    80 -0.33376536D+04    0.0000000    0.0000000    242.085   257.915    EM
    81 -0.33376536D+04    0.0000000    0.0000000    242.086   257.914    EM
    82 -0.33376536D+04    0.0000001    0.0000000    242.091   257.909    QN
    83 -0.33376536D+04    0.0000000    0.0000000    242.091   257.909    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


     4 -0.33457453D+04    0.2786634    0.0000833    219.078   280.922    EM
     5 -0.33455543D+04    0.1910212    0.0000571    217.928   282.072    EM
     6 -0.33454121D+04    0.1422187    0.0000425    216.873   283.127    EM
     7 -0.33452980D+04    0.1140574    0.0000341    215.894   284.106    EM
     8 -0.33452002D+04    0.0977964    0.0000292    214.979   285.021    EM
     9 -0.33451114D+04    0.0888604    0.0000266    214.116   285.884    EM
    10 -0.33450267D+04    0.0847074    0.0000253    213.297   286.703    EM
    11 -0.33449428D+04    0.0838664    0.0000251    212.515   287.485    EM
    12 -0.33448573D+04    0.0854636    0.0000256    211.766   288.234    EM
    13 -0.33447684D+04    0.0889728    0.0000266    211.047   288.953    EM
    14 -0.33446743D+04    0.0940735    0.0000281    210.354   289.646    EM
    15 -0.33445737D+04    0.1005660    0.0000301    209.688   290.312    EM
    16 -0.33444654D+04    0.1083137    0.0000324    209.049   290.951    EM
    17 -0.33443482D+04    0.1172037    0.0000350    208.438   291.562    EM
    18 -0.33442211D+04    0.1271154    0.0000380    207.860   292.140    EM
    19 -0.33440832D+04    0.1378992    0.0000412    207.319   292.681    EM
    20 -0.33439339D+04    0.1493414    0.0000447    206.822   293.178    EM
    21 -0.33437727D+04    0.1611933    0.0000482    206.376   293.624    EM
    22 -0.33435995D+04    0.1731502    0.0000518    205.991   294.009    EM
    23 -0.33434146D+04    0.1848723    0.0000553    205.677   294.323    EM
    24 -0.33432186D+04    0.1960260    0.0000586    205.446   294.554    EM
    25 -0.33430123D+04    0.2063030    0.0000617    205.308   294.692    EM
    26 -0.33427969D+04    0.2154647    0.0000645    205.274   294.726    EM
    27 -0.33425735D+04    0.2233506    0.0000668    205.355   294.645    EM
    28 -0.33423436D+04    0.2298746    0.0000688    205.557   294.443    EM
    29 -0.33421086D+04    0.2350081    0.0000703    205.886   294.114    EM
    30 -0.33418699D+04    0.2387515    0.0000714    206.344   293.656    EM
    31 -0.33416288D+04    0.2410941    0.0000721    206.933   293.067    EM
    32 -0.33413868D+04    0.2419947    0.0000724    207.647   292.353    EM
    33 -0.33411454D+04    0.2413668    0.0000722    208.480   291.520    EM
    34 -0.33409063D+04    0.2390940    0.0000716    209.422   290.578    EM
    35 -0.33406713D+04    0.2350643    0.0000704    210.460   289.540    EM
    36 -0.33390250D+04    1.6462689    0.0004928    222.632   277.368    FS
    37 -0.33380493D+04    0.9757301    0.0002922    229.261   270.739    FS
    38 -0.33378104D+04    0.2388389    0.0000716    238.585   261.415    FS
    39 -0.33377415D+04    0.0689417    0.0000207    237.246   262.754    FS
    40 -0.33377271D+04    0.0143951    0.0000043    242.883   257.117    FS
    41 -0.33376934D+04    0.0336375    0.0000101    242.411   257.589    EM
    42 -0.33376777D+04    0.0157924    0.0000047    242.081   257.919    EM
    43 -0.33376687D+04    0.0089727    0.0000027    241.855   258.145    EM
    44 -0.33376635D+04    0.0051878    0.0000016    241.705   258.295    EM
    45 -0.33376604D+04    0.0030712    0.0000009    241.610   258.390    EM
    46 -0.33376585D+04    0.0018780    0.0000006    241.554   258.446    EM
    47 -0.33376573D+04    0.0011963    0.0000004    241.527   258.473    EM
    48 -0.33376565D+04    0.0007993    0.0000002    241.519   258.481    EM
    49 -0.33376560D+04    0.0005618    0.0000002    241.525   258.475    EM
    50 -0.33376556D+04    0.0004145    0.0000001    241.540   258.460    EM
    51 -0.33376552D+04    0.0003191    0.0000001    241.561   258.439    EM
    52 -0.33376550D+04    0.0002541    0.0000001    241.586   258.414    EM
    53 -0.33376548D+04    0.0002075    0.0000001    241.613   258.387    EM
    54 -0.33376546D+04    0.0001726    0.0000001    241.641   258.359    EM
    55 -0.33376545D+04    0.0001453    0.0000000    241.669   258.331    EM
    56 -0.33376543D+04    0.0001234    0.0000000    241.697   258.303    EM
    57 -0.33376542D+04    0.0001053    0.0000000    241.723   258.277    EM
    58 -0.33376542D+04    0.0000903    0.0000000    241.749   258.251    EM
    59 -0.33376541D+04    0.0000774    0.0000000    241.773   258.227    EM
    60 -0.33376540D+04    0.0000665    0.0000000    241.796   258.204    EM
    61 -0.33376540D+04    0.0000572    0.0000000    241.817   258.183    EM
    62 -0.33376539D+04    0.0000492    0.0000000    241.837   258.163    EM
    63 -0.33376539D+04    0.0000423    0.0000000    241.856   258.144    EM
    64 -0.33376538D+04    0.0000364    0.0000000    241.874   258.126    EM
    65 -0.33376538D+04    0.0000313    0.0000000    241.890   258.110    EM
    66 -0.33376538D+04    0.0000270    0.0000000    241.905   258.095    EM
    67 -0.33376537D+04    0.0000232    0.0000000    241.919   258.081    EM
    68 -0.33376537D+04    0.0000200    0.0000000    241.932   258.068    EM
    69 -0.33376537D+04    0.0000172    0.0000000    241.944   258.056    EM
    70 -0.33376537D+04    0.0000148    0.0000000    241.955   258.045    EM
    71 -0.33376537D+04    0.0000127    0.0000000    241.966   258.034    EM
    72 -0.33376537D+04    0.0000110    0.0000000    241.975   258.025    EM
    73 -0.33376537D+04    0.0000094    0.0000000    241.984   258.016    EM
    74 -0.33376536D+04    0.0000081    0.0000000    241.992   258.008    EM
    75 -0.33376536D+04    0.0000500    0.0000000    242.091   257.909    QN
    76 -0.33376536D+04    0.0000000    0.0000000    242.091   257.909    EM


     Beginning Time:  14:46:19
        Ending Time:  14:46:20
       Elapsed Time:  00:00:01



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