Mplus VERSION 7
MUTHEN & MUTHEN
09/22/2012  11:04 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


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             1.220
 Y2             0.000         1.736
 Y3             0.000         0.000         2.715
 Y4             0.000         0.000         0.000         4.209
 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         0.492


     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             1.220
 Y2             0.000         1.736
 Y3             0.000         0.000         2.715
 Y4             0.000         0.000         0.000         4.209
 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         0.492


     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 -0.38115655D+04    0.0000000    0.0000000    256.113   243.887    EM
     2 -0.33456731D+04  465.8924302    0.1222313    255.465   244.535    EM
     3 -0.33455499D+04    0.1231611    0.0000368    254.823   245.177    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.80391838D+04    0.0000000    0.0000000    266.320   233.680    EM
     2 -0.33523424D+04 4686.8414399    0.5829997    210.267   289.733    EM
     3 -0.33488376D+04    3.5047759    0.0010455    209.833   290.167    EM
     4 -0.33480759D+04    0.7616656    0.0002274    209.221   290.779    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12318882D+05    0.0000000    0.0000000      5.036   494.964    EM
     2 -0.33475093D+04 8971.3723211    0.7282619      3.826   496.174    EM
     3 -0.33465862D+04    0.9230397    0.0002757      3.588   496.412    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.68579884D+04    0.0000000    0.0000000      0.015   499.985    EM
     2 -0.33712556D+04 3486.7328459    0.5084192     16.018   483.982    EM
     3 -0.33487902D+04   22.4654017    0.0066638     18.927   481.073    EM
     4 -0.33475219D+04    1.2683219    0.0003787     18.902   481.098    EM
     5 -0.33471222D+04    0.3996724    0.0001194     18.906   481.094    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.74843680D+04    0.0000000    0.0000000    484.833    15.167    EM
     2 -0.33488437D+04 4135.5242910    0.5525549    466.740    33.260    EM
     3 -0.33475102D+04    1.3335194    0.0003982    467.068    32.932    EM
     4 -0.33472934D+04    0.2167663    0.0000648    467.424    32.576    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.70127731D+04    0.0000000    0.0000000    368.905   131.095    EM
     2 -0.33606887D+04 3652.0843223    0.5207761    221.399   278.601    EM
     3 -0.33460234D+04   14.6653303    0.0043638    220.336   279.664    EM
     4 -0.33457449D+04    0.2784952    0.0000832    219.066   280.934    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.61756500D+04    0.0000000    0.0000000     41.161   458.839    EM
     2 -0.33531925D+04 2822.4575373    0.4570300     38.355   461.645    EM
     3 -0.33491258D+04    4.0667356    0.0012128     36.891   463.109    EM
     4 -0.33479511D+04    1.1746895    0.0003507     35.958   464.042    EM
     5 -0.33474388D+04    0.5122504    0.0001530     35.319   464.681    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.90138009D+04    0.0000000    0.0000000    116.640   383.360    EM
     2 -0.33638695D+04 5649.9313348    0.6268090    116.882   383.118    EM
     3 -0.33533999D+04   10.4696119    0.0031124    116.807   383.193    EM
     4 -0.33503798D+04    3.0201287    0.0009006    116.300   383.700    EM
     5 -0.33490439D+04    1.3358377    0.0003987    115.718   384.282    EM
     6 -0.33483310D+04    0.7129292    0.0002129    115.138   384.862    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.60015941D+04    0.0000000    0.0000000    422.779    77.221    EM
     2 -0.33595934D+04 2642.0006906    0.4402165    422.246    77.754    EM
     3 -0.33506220D+04    8.9714136    0.0026704    421.519    78.481    EM
     4 -0.33481303D+04    2.4917226    0.0007437    421.092    78.908    EM
     5 -0.33470806D+04    1.0497248    0.0003135    420.775    79.225    EM
     6 -0.33465619D+04    0.5186902    0.0001550    420.529    79.471    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.10317968D+05    0.0000000    0.0000000    112.794   387.206    EM
     2 -0.33777550D+04 6940.2130198    0.6726337    152.386   347.614    EM
     3 -0.33540213D+04   23.7336710    0.0070265    157.500   342.500    EM
     4 -0.33515472D+04    2.4741435    0.0007377    160.838   339.162    EM
     5 -0.33502201D+04    1.3270927    0.0003960    163.666   336.334    EM
     6 -0.33493917D+04    0.8284065    0.0002473    166.123   333.877    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.55440707D+04    0.0000000    0.0000000    233.955   266.045    EM
     2 -0.33506491D+04 2193.4215723    0.3956338    234.949   265.051    EM
     3 -0.33476755D+04    2.9736069    0.0008875    233.801   266.199    EM
     4 -0.33467366D+04    0.9389426    0.0002805    232.966   267.034    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.54383662D+04    0.0000000    0.0000000    440.255    59.745    EM
     2 -0.33528480D+04 2085.5182018    0.3834825    465.993    34.007    EM
     3 -0.33468248D+04    6.0231835    0.0017964    465.594    34.406    EM
     4 -0.33465223D+04    0.3024714    0.0000904    465.331    34.669    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.57380135D+04    0.0000000    0.0000000    223.450   276.550    EM
     2 -0.33472125D+04 2390.8009679    0.4166600    215.857   284.143    EM
     3 -0.33436383D+04    3.5742405    0.0010678    216.032   283.968    EM
     4 -0.33429387D+04    0.6996156    0.0002092    216.264   283.736    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.81401446D+04    0.0000000    0.0000000    181.734   318.266    EM
     2 -0.33521780D+04 4787.9666184    0.5881918    187.787   312.213    EM
     3 -0.33493148D+04    2.8631902    0.0008541    192.745   307.255    EM
     4 -0.33479186D+04    1.3961668    0.0004169    196.956   303.044    EM
     5 -0.33470154D+04    0.9031664    0.0002698    200.642   299.358    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.10286689D+05    0.0000000    0.0000000    236.661   263.339    EM
     2 -0.33544659D+04 6932.2231689    0.6739023    222.660   277.340    EM
     3 -0.33482325D+04    6.2334761    0.0018583    220.130   279.870    EM
     4 -0.33464725D+04    1.7599949    0.0005256    217.912   282.088    EM
     5 -0.33456552D+04    0.8172187    0.0002442    216.023   283.977    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.67124642D+04    0.0000000    0.0000000    292.059   207.941    EM
     2 -0.33585253D+04 3353.9388557    0.4996584    290.647   209.353    EM
     3 -0.33497619D+04    8.7633946    0.0026093    289.916   210.084    EM
     4 -0.33474208D+04    2.3411247    0.0006989    289.704   210.296    EM
     5 -0.33465584D+04    0.8624559    0.0002576    289.701   210.299    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.67248772D+04    0.0000000    0.0000000     39.253   460.747    EM
     2 -0.33481391D+04 3376.7380930    0.5021264     38.883   461.117    EM
     3 -0.33474907D+04    0.6483830    0.0001937     38.639   461.361    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11937867D+05    0.0000000    0.0000000    114.230   385.770    EM
     2 -0.33613659D+04 8576.5008162    0.7184283    115.936   384.064    EM
     3 -0.33526269D+04    8.7389753    0.0025998    116.885   383.115    EM
     4 -0.33500643D+04    2.5626264    0.0007644    116.919   383.081    EM
     5 -0.33488389D+04    1.2253702    0.0003658    116.667   383.333    EM
     6 -0.33481195D+04    0.7193399    0.0002148    116.287   383.713    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11483432D+05    0.0000000    0.0000000    173.338   326.662    EM
     2 -0.33571212D+04 8126.3108661    0.7076552    174.824   325.176    EM
     3 -0.33486641D+04    8.4571235    0.0025192    175.443   324.557    EM
     4 -0.33466522D+04    2.0118931    0.0006008    175.418   324.582    EM
     5 -0.33460665D+04    0.5857016    0.0001750    175.107   324.893    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13535023D+05    0.0000000    0.0000000    291.554   208.446    EM
     2 -0.33673952D+04 ************    0.7512088    292.174   207.826    EM
     3 -0.33558156D+04   11.5795801    0.0034387    292.101   207.899    EM
     4 -0.33523832D+04    3.4323817    0.0010228    291.922   208.078    EM
     5 -0.33507599D+04    1.6232877    0.0004842    291.701   208.299    EM
     6 -0.33498262D+04    0.9337110    0.0002787    291.464   208.536    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.98021888D+04    0.0000000    0.0000000    291.673   208.327    EM
     2 -0.33562790D+04 6445.9097211    0.6575990    285.896   214.104    EM
     3 -0.33502441D+04    6.0349159    0.0017981    285.296   214.704    EM
     4 -0.33481249D+04    2.1192438    0.0006326    284.890   215.110    EM
     5 -0.33471919D+04    0.9330010    0.0002787    284.660   215.340    EM


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


     4 -0.33429387D+04    0.6996156    0.0002092    216.264   283.736    EM
     5 -0.33424347D+04    0.5040067    0.0001508    216.572   283.428    EM
     6 -0.33420189D+04    0.4157438    0.0001244    216.959   283.041    EM
     7 -0.33416491D+04    0.3698363    0.0001107    217.427   282.573    EM
     8 -0.33413071D+04    0.3420137    0.0001023    217.975   282.025    EM
     9 -0.33409854D+04    0.3216995    0.0000963    218.600   281.400    EM
    10 -0.33406815D+04    0.3039017    0.0000910    219.295   280.705    EM
    11 -0.33403952D+04    0.2862455    0.0000857    220.052   279.948    EM
    12 -0.33401275D+04    0.2677442    0.0000802    220.860   279.140    EM
    13 -0.33398793D+04    0.2482203    0.0000743    221.706   278.294    EM
    14 -0.33396513D+04    0.2279599    0.0000683    222.580   277.420    EM
    15 -0.33394438D+04    0.2075010    0.0000621    223.469   276.531    EM
    16 -0.33392564D+04    0.1874425    0.0000561    224.363   275.637    EM
    17 -0.33390880D+04    0.1683364    0.0000504    225.253   274.747    EM
    18 -0.33389374D+04    0.1505872    0.0000451    226.131   273.869    EM
    19 -0.33388030D+04    0.1344388    0.0000403    226.991   273.009    EM
    20 -0.33386830D+04    0.1199741    0.0000359    227.828   272.172    EM
    21 -0.33385759D+04    0.1071532    0.0000321    228.639   271.361    EM
    22 -0.33384800D+04    0.0958508    0.0000287    229.421   270.579    EM
    23 -0.33383941D+04    0.0859102    0.0000257    230.174   269.826    EM
    24 -0.33383170D+04    0.0771377    0.0000231    230.895   269.105    EM
    25 -0.33382476D+04    0.0693769    0.0000208    231.585   268.415    EM
    26 -0.33381851D+04    0.0624742    0.0000187    232.243   267.757    EM
    27 -0.33381288D+04    0.0563024    0.0000169    232.869   267.131    EM
    28 -0.33380781D+04    0.0507569    0.0000152    233.464   266.536    EM
    29 -0.33380323D+04    0.0457533    0.0000137    234.029   265.971    EM
    30 -0.33379911D+04    0.0412250    0.0000124    234.564   265.436    EM
    31 -0.33379540D+04    0.0371142    0.0000111    235.069   264.931    EM
    32 -0.33379206D+04    0.0333809    0.0000100    235.545   264.455    EM
    33 -0.33378906D+04    0.0299865    0.0000090    235.995   264.005    EM
    34 -0.33378637D+04    0.0268993    0.0000081    236.417   263.583    EM
    35 -0.33378396D+04    0.0240957    0.0000072    236.814   263.186    EM
    36 -0.33377039D+04    0.1356706    0.0000406    239.001   260.999    FS
    37 -0.33376663D+04    0.0376338    0.0000113    240.794   259.206    FS
    38 -0.33376571D+04    0.0092050    0.0000028    241.094   258.906    FS
    39 -0.33376550D+04    0.0020793    0.0000006    241.930   258.070    FS
    40 -0.33376546D+04    0.0004314    0.0000001    241.639   258.361    FS
    41 -0.33376545D+04    0.0000533    0.0000000    242.243   257.757    FS
    42 -0.33376541D+04    0.0004485    0.0000001    242.183   257.817    EM
    43 -0.33376539D+04    0.0002124    0.0000001    242.140   257.860    EM
    44 -0.33376538D+04    0.0001180    0.0000000    242.109   257.891    EM
    45 -0.33376537D+04    0.0000662    0.0000000    242.088   257.912    EM
    46 -0.33376537D+04    0.0000377    0.0000000    242.074   257.926    EM
    47 -0.33376536D+04    0.0000218    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 -0.33455499D+04    0.1231611    0.0000368    254.823   245.177    EM
     4 -0.33454119D+04    0.1380666    0.0000413    254.165   245.835    EM
     5 -0.33452547D+04    0.1571351    0.0000470    253.492   246.508    EM
     6 -0.33450760D+04    0.1787591    0.0000534    252.807   247.193    EM
     7 -0.33448729D+04    0.2030610    0.0000607    252.111   247.889    EM
     8 -0.33446429D+04    0.2300328    0.0000688    251.408   248.592    EM
     9 -0.33443834D+04    0.2594662    0.0000776    250.701   249.299    EM
    10 -0.33440925D+04    0.2908681    0.0000870    249.997   250.003    EM
    11 -0.33437692D+04    0.3233694    0.0000967    249.299   250.701    EM
    12 -0.33434135D+04    0.3556731    0.0001064    248.614   251.386    EM
    13 -0.33430275D+04    0.3860370    0.0001155    247.949   252.051    EM
    14 -0.33426151D+04    0.4123633    0.0001234    247.309   252.691    EM
    15 -0.33421826D+04    0.4324490    0.0001294    246.698   253.302    EM
    16 -0.33417384D+04    0.4442667    0.0001329    246.120   253.880    EM
    17 -0.33412920D+04    0.4463959    0.0001336    245.578   254.422    EM
    18 -0.33408537D+04    0.4382855    0.0001312    245.071   254.929    EM
    19 -0.33404333D+04    0.4203848    0.0001258    244.598   255.402    EM
    20 -0.33400393D+04    0.3940063    0.0001180    244.159   255.841    EM
    21 -0.33396782D+04    0.3610722    0.0001081    243.752   256.248    EM
    22 -0.33393544D+04    0.3237906    0.0000970    243.378   256.622    EM
    23 -0.33390700D+04    0.2844065    0.0000852    243.037   256.963    EM
    24 -0.33388250D+04    0.2450116    0.0000734    242.729   257.271    EM
    25 -0.33386176D+04    0.2074052    0.0000621    242.457   257.543    EM
    26 -0.33384447D+04    0.1729381    0.0000518    242.219   257.781    EM
    27 -0.33383022D+04    0.1424856    0.0000427    242.014   257.986    EM
    28 -0.33381858D+04    0.1163722    0.0000349    241.843   258.157    EM
    29 -0.33380913D+04    0.0945444    0.0000283    241.701   258.299    EM
    30 -0.33380146D+04    0.0766383    0.0000230    241.586   258.414    EM
    31 -0.33379525D+04    0.0621433    0.0000186    241.496   258.504    EM
    32 -0.33379020D+04    0.0505017    0.0000151    241.428   258.572    EM
    33 -0.33378608D+04    0.0411857    0.0000123    241.377   258.623    EM
    34 -0.33378271D+04    0.0337313    0.0000101    241.343   258.657    EM
    35 -0.33376835D+04    0.1436041    0.0000430    241.305   258.695    FS
    36 -0.33376593D+04    0.0241994    0.0000073    241.756   258.244    FS
    37 -0.33376547D+04    0.0045614    0.0000014    241.917   258.083    FS
    38 -0.33376538D+04    0.0008936    0.0000003    242.028   257.972    FS
    39 -0.33376536D+04    0.0001776    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    242.097   257.903    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 -0.33456552D+04    0.8172187    0.0002442    216.023   283.977    EM
     6 -0.33451782D+04    0.4770775    0.0001426    214.369   285.631    EM
     7 -0.33448516D+04    0.3265792    0.0000976    212.898   287.102    EM
     8 -0.33445986D+04    0.2530005    0.0000756    211.578   288.422    EM
     9 -0.33443827D+04    0.2158882    0.0000645    210.391   289.609    EM
    10 -0.33441847D+04    0.1979848    0.0000592    209.326   290.674    EM
    11 -0.33439938D+04    0.1909393    0.0000571    208.375   291.625    EM
    12 -0.33438035D+04    0.1902706    0.0000569    207.538   292.462    EM
    13 -0.33436102D+04    0.1933438    0.0000578    206.817   293.183    EM
    14 -0.33434117D+04    0.1984822    0.0000594    206.214   293.786    EM
    15 -0.33432071D+04    0.2045849    0.0000612    205.737   294.263    EM
    16 -0.33429962D+04    0.2108809    0.0000631    205.391   294.609    EM
    17 -0.33427793D+04    0.2168697    0.0000649    205.182   294.818    EM
    18 -0.33425571D+04    0.2222402    0.0000665    205.117   294.883    EM
    19 -0.33423303D+04    0.2268187    0.0000679    205.200   294.800    EM
    20 -0.33420998D+04    0.2305248    0.0000690    205.432   294.568    EM
    21 -0.33418665D+04    0.2333120    0.0000698    205.815   294.185    EM
    22 -0.33416313D+04    0.2351288    0.0000704    206.344   293.656    EM
    23 -0.33413954D+04    0.2358893    0.0000706    207.014   292.986    EM
    24 -0.33411600D+04    0.2354540    0.0000705    207.816   292.184    EM
    25 -0.33409263D+04    0.2336528    0.0000699    208.738   291.262    EM
    26 -0.33406960D+04    0.2303101    0.0000689    209.766   290.234    EM
    27 -0.33404707D+04    0.2252932    0.0000674    210.882   289.118    EM
    28 -0.33402522D+04    0.2185539    0.0000654    212.069   287.931    EM
    29 -0.33400420D+04    0.2101602    0.0000629    213.310   286.690    EM
    30 -0.33398417D+04    0.2002993    0.0000600    214.586   285.414    EM
    31 -0.33396524D+04    0.1892680    0.0000567    215.881   284.119    EM
    32 -0.33394750D+04    0.1774285    0.0000531    217.179   282.821    EM
    33 -0.33393098D+04    0.1651693    0.0000495    218.469   281.531    EM
    34 -0.33391570D+04    0.1528477    0.0000458    219.738   280.262    EM
    35 -0.33390162D+04    0.1407919    0.0000422    220.978   279.022    EM
    36 -0.33388870D+04    0.1292198    0.0000387    222.182   277.818    EM
    37 -0.33381159D+04    0.7710615    0.0002309    230.308   269.692    FS
    38 -0.33377990D+04    0.3169520    0.0000949    235.762   264.238    FS
    39 -0.33376916D+04    0.1074164    0.0000322    239.128   260.872    FS
    40 -0.33376630D+04    0.0285534    0.0000086    240.374   259.626    FS
    41 -0.33376561D+04    0.0069254    0.0000021    241.449   258.551    FS
    42 -0.33376545D+04    0.0016161    0.0000005    241.522   258.478    FS
    43 -0.33376541D+04    0.0003567    0.0000001    242.050   257.950    FS
    44 -0.33376540D+04    0.0000613    0.0000000    241.811   258.189    FS
    45 -0.33376538D+04    0.0002139    0.0000001    241.865   258.135    EM
    46 -0.33376537D+04    0.0000996    0.0000000    241.907   258.093    EM
    47 -0.33376537D+04    0.0000551    0.0000000    241.939   258.061    EM
    48 -0.33376536D+04    0.0000307    0.0000000    241.964   258.036    EM
    49 -0.33376536D+04    0.0000173    0.0000000    241.983   258.017    EM
    50 -0.33376536D+04    0.0000099    0.0000000    241.999   258.001    EM
    51 -0.33376536D+04    0.0000058    0.0000000    242.011   257.989    EM
    52 -0.33376536D+04    0.0000035    0.0000000    242.021   257.979    EM
    53 -0.33376536D+04    0.0000022    0.0000000    242.029   257.971    EM
    54 -0.33376536D+04    0.0000014    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    242.065   257.935    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    242.080   257.920    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    242.085   257.915    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 -0.33457449D+04    0.2784952    0.0000832    219.066   280.934    EM
     5 -0.33455540D+04    0.1909031    0.0000571    217.916   282.084    EM
     6 -0.33454119D+04    0.1421342    0.0000425    216.861   283.139    EM
     7 -0.33452979D+04    0.1139942    0.0000341    215.883   284.117    EM
     8 -0.33452001D+04    0.0977486    0.0000292    214.969   285.031    EM
     9 -0.33451113D+04    0.0888234    0.0000266    214.106   285.894    EM
    10 -0.33450266D+04    0.0846780    0.0000253    213.287   286.713    EM
    11 -0.33449428D+04    0.0838422    0.0000251    212.506   287.494    EM
    12 -0.33448573D+04    0.0854431    0.0000255    211.757   288.243    EM
    13 -0.33447684D+04    0.0889546    0.0000266    211.037   288.963    EM
    14 -0.33446743D+04    0.0940565    0.0000281    210.345   289.655    EM
    15 -0.33445738D+04    0.1005491    0.0000301    209.679   290.321    EM
    16 -0.33444655D+04    0.1082963    0.0000324    209.040   290.960    EM
    17 -0.33443483D+04    0.1171857    0.0000350    208.430   291.570    EM
    18 -0.33442212D+04    0.1270960    0.0000380    207.852   292.148    EM
    19 -0.33440833D+04    0.1378736    0.0000412    207.311   292.689    EM
    20 -0.33439340D+04    0.1493248    0.0000447    206.814   293.186    EM
    21 -0.33437728D+04    0.1611731    0.0000482    206.368   293.632    EM
    22 -0.33435997D+04    0.1731216    0.0000518    205.983   294.017    EM
    23 -0.33434149D+04    0.1848397    0.0000553    205.670   294.330    EM
    24 -0.33432189D+04    0.1959918    0.0000586    205.438   294.562    EM
    25 -0.33430126D+04    0.2062657    0.0000617    205.301   294.699    EM
    26 -0.33427972D+04    0.2154258    0.0000644    205.267   294.733    EM
    27 -0.33425739D+04    0.2233089    0.0000668    205.348   294.652    EM
    28 -0.33423441D+04    0.2298328    0.0000688    205.550   294.450    EM
    29 -0.33421091D+04    0.2349676    0.0000703    205.879   294.121    EM
    30 -0.33418704D+04    0.2387117    0.0000714    206.337   293.663    EM
    31 -0.33416293D+04    0.2410573    0.0000721    206.926   293.074    EM
    32 -0.33413874D+04    0.2419614    0.0000724    207.640   292.360    EM
    33 -0.33411460D+04    0.2413384    0.0000722    208.473   291.527    EM
    34 -0.33409069D+04    0.2390734    0.0000716    209.415   290.585    EM
    35 -0.33406719D+04    0.2350495    0.0000704    210.453   289.547    EM
    36 -0.33390255D+04    1.6463450    0.0004928    222.629   277.371    FS
    37 -0.33380494D+04    0.9761531    0.0002923    229.258   270.742    FS
    38 -0.33378105D+04    0.2389031    0.0000716    238.585   261.415    FS
    39 -0.33377415D+04    0.0689631    0.0000207    237.245   262.755    FS
    40 -0.33377271D+04    0.0143997    0.0000043    242.883   257.117    FS
    41 -0.33376935D+04    0.0336601    0.0000101    242.411   257.589    EM
    42 -0.33376777D+04    0.0158026    0.0000047    242.081   257.919    EM
    43 -0.33376687D+04    0.0089786    0.0000027    241.855   258.145    EM
    44 -0.33376635D+04    0.0051911    0.0000016    241.705   258.295    EM
    45 -0.33376604D+04    0.0030731    0.0000009    241.610   258.390    EM
    46 -0.33376585D+04    0.0018792    0.0000006    241.554   258.446    EM
    47 -0.33376573D+04    0.0011970    0.0000004    241.527   258.473    EM
    48 -0.33376565D+04    0.0007997    0.0000002    241.519   258.481    EM
    49 -0.33376560D+04    0.0005621    0.0000002    241.525   258.475    EM
    50 -0.33376556D+04    0.0004147    0.0000001    241.540   258.460    EM
    51 -0.33376553D+04    0.0003192    0.0000001    241.561   258.439    EM
    52 -0.33376550D+04    0.0002542    0.0000001    241.586   258.414    EM
    53 -0.33376548D+04    0.0002076    0.0000001    241.613   258.387    EM
    54 -0.33376546D+04    0.0001730    0.0000001    241.641   258.359    EM
    55 -0.33376545D+04    0.0001456    0.0000000    241.669   258.331    EM
    56 -0.33376543D+04    0.0001235    0.0000000    241.697   258.303    EM
    57 -0.33376542D+04    0.0001054    0.0000000    241.723   258.277    EM
    58 -0.33376542D+04    0.0000902    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    0.0000571    0.0000000    241.817   258.183    EM
    62 -0.33376539D+04    0.0000492    0.0000000    241.838   258.162    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    0.0000109    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    0.0000499    0.0000000    242.091   257.909    QN
    76 -0.33376536D+04    0.0000000    0.0000000    242.091   257.909    EM


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        Ending Time:  23:04:53
       Elapsed Time:  00:00:01



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