Mplus VERSION 7
MUTHEN & MUTHEN
09/22/2012  10:56 PM

INPUT INSTRUCTIONS

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




INPUT READING TERMINATED NORMALLY



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

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                         500

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

Observed dependent variables

  Continuous
   Y

Observed independent variables
   X1          X2

Categorical latent variables
   C


Estimator                                                      MLR
Information matrix                                        OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
  Maximum number of iterations                                 100
  Convergence criterion                                  0.100D-05
Optimization Specifications for the EM Algorithm
  Maximum number of iterations                                 500
  Convergence criteria
    Loglikelihood change                                 0.100D-06
    Relative loglikelihood change                        0.100D-06
    Derivative                                           0.100D-05
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-05
  Basis for M step termination                           ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-05
  Basis for M step termination                           ITERATION
  Maximum value for logit thresholds                            15
  Minimum value for logit thresholds                           -15
  Minimum expected cell size for chi-square              0.100D-01
Optimization algorithm                                         EMA
Random Starts Specifications
  Number of initial stage random starts                         20
  Number of final stage optimizations                            4
  Number of initial stage iterations                            10
  Initial stage convergence criterion                    0.100D+01
  Random starts scale                                    0.500D+01
  Random seed for generating random starts                       0

Input data file(s)
  ex7.1.dat
Input data format  FREE


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

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

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



THE BEST LOGLIKELIHOOD VALUE HAS BEEN REPLICATED.  RERUN WITH AT LEAST TWICE THE
RANDOM STARTS TO CHECK THAT THE BEST LOGLIKELIHOOD IS STILL OBTAINED AND REPLICATED.


THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                        9

Loglikelihood

          H0 Value                        -836.899
          H0 Scaling Correction Factor      0.9356
            for MLR

Information Criteria

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



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

    Latent
   Classes

       1        224.45831          0.44892
       2        275.54169          0.55108


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

    Latent
   Classes

       1        224.45829          0.44892
       2        275.54171          0.55108


CLASSIFICATION QUALITY

     Entropy                         0.389


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP

Class Counts and Proportions

    Latent
   Classes

       1              230          0.46000
       2              270          0.54000


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

           1        2

    1   0.760    0.240
    2   0.184    0.816


MODEL RESULTS

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

Latent Class 1

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

 Intercepts
    Y                  0.862      0.102      8.468      0.000

 Residual Variances
    Y                  0.652      0.078      8.322      0.000

Latent Class 2

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

 Intercepts
    Y                  1.967      0.125     15.701      0.000

 Residual Variances
    Y                  1.964      0.173     11.358      0.000

Categorical Latent Variables

 C#1        ON
    X1                -1.009      0.257     -3.923      0.000

 Intercepts
    C#1               -0.309      0.262     -1.183      0.237


LOGISTIC REGRESSION ODDS RATIO RESULTS

Categorical Latent Variables

 C#1      ON
    X1                 0.364


ALTERNATIVE PARAMETERIZATIONS FOR THE CATEGORICAL LATENT VARIABLE REGRESSION

Parameterization using Reference Class 1

 C#2      ON
    X1                 1.009      0.257      3.923      0.000

 Intercepts
    C#2                0.309      0.262      1.183      0.237


QUALITY OF NUMERICAL RESULTS

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


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS 1


           NU
              Y             X1            X2
              ________      ________      ________
 1                  0             0             0


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


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


           ALPHA
              Y             X1            X2
              ________      ________      ________
 1                  1             0             0


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


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


     PARAMETER SPECIFICATION FOR LATENT CLASS 2


           NU
              Y             X1            X2
              ________      ________      ________
 1                  0             0             0


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


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


           ALPHA
              Y             X1            X2
              ________      ________      ________
 1                  5             0             0


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


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


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


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


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


     STARTING VALUES FOR LATENT CLASS 1


           NU
              Y             X1            X2
              ________      ________      ________
 1              0.000         0.000         0.000


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


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


           ALPHA
              Y             X1            X2
              ________      ________      ________
 1             -1.736         0.000         0.000


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


           PSI
              Y             X1            X2
              ________      ________      ________
 Y              4.639
 X1             0.000         0.521
 X2             0.000         0.000         0.493


     STARTING VALUES FOR LATENT CLASS 2


           NU
              Y             X1            X2
              ________      ________      ________
 1              0.000         0.000         0.000


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


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


           ALPHA
              Y             X1            X2
              ________      ________      ________
 1              4.356         0.000         0.000


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


           PSI
              Y             X1            X2
              ________      ________      ________
 Y              4.639
 X1             0.000         0.521
 X2             0.000         0.000         0.493


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


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


           GAMMA(C)
              X1            X2
              ________      ________
 C#1            0.000         0.000
 C#2            0.000         0.000


TECHNICAL 8 OUTPUT


  INITIAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13167370D+04    0.0000000    0.0000000    258.124   241.876    EM
     2 -0.86274467D+03  453.9923643    0.3447859    253.959   246.041    EM
     3 -0.84520006D+03   17.5446068    0.0203358    251.450   248.550    EM
     4 -0.84133719D+03    3.8628774    0.0045704    249.660   250.340    EM
     5 -0.83956514D+03    1.7720411    0.0021062    247.783   252.217    EM
     6 -0.83854060D+03    1.0245483    0.0012203    245.718   254.282    EM
     7 -0.83791924D+03    0.6213521    0.0007410    243.578   256.422    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20609970D+04    0.0000000    0.0000000     51.598   448.402    EM
     2 -0.86609595D+03 1194.9009996    0.5797684     53.808   446.192    EM
     3 -0.86131704D+03    4.7789155    0.0055178     57.707   442.293    EM
     4 -0.85869331D+03    2.6237248    0.0030462     62.386   437.614    EM
     5 -0.85700520D+03    1.6881093    0.0019659     67.553   432.447    EM
     6 -0.85554657D+03    1.4586322    0.0017020     73.118   426.882    EM
     7 -0.85413201D+03    1.4145596    0.0016534     79.032   420.968    EM
     8 -0.85273898D+03    1.3930307    0.0016309     85.243   414.757    EM
     9 -0.85137621D+03    1.3627752    0.0015981     91.692   408.308    EM
    10 -0.85005505D+03    1.3211566    0.0015518     98.318   401.682    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.48205169D+04    0.0000000    0.0000000     51.811   448.189    EM
     2 -0.87366090D+03 3946.8559708    0.8187620     49.647   450.353    EM
     3 -0.86687135D+03    6.7895505    0.0077714     53.449   446.551    EM
     4 -0.86275253D+03    4.1188191    0.0047514     60.265   439.735    EM
     5 -0.85879980D+03    3.9527347    0.0045815     69.381   430.619    EM
     6 -0.85546875D+03    3.3310488    0.0038787     79.631   420.369    EM
     7 -0.85280689D+03    2.6618587    0.0031116     90.074   409.926    EM
     8 -0.85064689D+03    2.1600048    0.0025328    100.257   399.743    EM
     9 -0.84880432D+03    1.8425709    0.0021661    110.054   389.946    EM
    10 -0.84715598D+03    1.6483388    0.0019420    119.455   380.545    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.34489176D+04    0.0000000    0.0000000    383.412   116.588    EM
     2 -0.87304366D+03 2575.8739391    0.7468644    381.457   118.543    EM
     3 -0.86912880D+03    3.9148598    0.0044842    380.599   119.401    EM
     4 -0.86875259D+03    0.3762061    0.0004329    379.692   120.308    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21426669D+04    0.0000000    0.0000000    300.556   199.444    EM
     2 -0.87203017D+03 1270.6367133    0.5930165    302.415   197.585    EM
     3 -0.86879237D+03    3.2378015    0.0037129    301.925   198.075    EM
     4 -0.86686517D+03    1.9272009    0.0022183    300.756   199.244    EM
     5 -0.86465168D+03    2.2134933    0.0025534    299.052   200.948    EM
     6 -0.86191297D+03    2.7387054    0.0031674    296.809   203.191    EM
     7 -0.85857417D+03    3.3388051    0.0038737    294.065   205.935    EM
     8 -0.85481046D+03    3.7637095    0.0043837    290.983   209.017    EM
     9 -0.85104104D+03    3.7694145    0.0044096    287.859   212.141    EM
    10 -0.84769374D+03    3.3473052    0.0039332    284.997   215.003    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19171668D+04    0.0000000    0.0000000    294.214   205.786    EM
     2 -0.86571749D+03 1051.4493116    0.5484391    277.812   222.188    EM
     3 -0.85605498D+03    9.6625027    0.0111613    276.092   223.908    EM
     4 -0.85003641D+03    6.0185736    0.0070306    273.519   226.481    EM
     5 -0.84629142D+03    3.7449849    0.0044057    270.230   229.770    EM
     6 -0.84368199D+03    2.6094369    0.0030834    266.485   233.515    EM
     7 -0.84170058D+03    1.9814030    0.0023485    262.569   237.431    EM
     8 -0.84021686D+03    1.4837260    0.0017628    258.709   241.291    EM
     9 -0.83915973D+03    1.0571314    0.0012582    255.047   244.953    EM
    10 -0.83843707D+03    0.7226603    0.0008612    251.659   248.341    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.40734901D+04    0.0000000    0.0000000    301.148   198.852    EM
     2 -0.86598726D+03 3207.5027964    0.7874090    330.967   169.033    EM
     3 -0.85916092D+03    6.8263416    0.0078827    325.686   174.314    EM
     4 -0.85659237D+03    2.5685452    0.0029896    320.410   179.590    EM
     5 -0.85466420D+03    1.9281781    0.0022510    314.927   185.073    EM
     6 -0.85286149D+03    1.8027061    0.0021093    309.278   190.722    EM
     7 -0.85101018D+03    1.8513096    0.0021707    303.486   196.514    EM
     8 -0.84905346D+03    1.9567216    0.0022993    297.577   202.423    EM
     9 -0.84701568D+03    2.0377827    0.0024001    291.608   208.392    EM
    10 -0.84500038D+03    2.0152924    0.0023793    285.681   214.319    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20113107D+04    0.0000000    0.0000000    342.793   157.207    EM
     2 -0.86075791D+03 1150.5527970    0.5720413    242.096   257.904    EM
     3 -0.84553965D+03   15.2182615    0.0176801    245.670   254.330    EM
     4 -0.84277726D+03    2.7623927    0.0032670    248.538   251.462    EM
     5 -0.84094938D+03    1.8278842    0.0021689    251.364   248.636    EM
     6 -0.83962694D+03    1.3224412    0.0015726    254.079   245.921    EM
     7 -0.83869721D+03    0.9297213    0.0011073    256.600   243.400    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.27225894D+04    0.0000000    0.0000000    362.728   137.272    EM
     2 -0.88949002D+03 1833.0993294    0.6732926    369.440   130.560    EM
     3 -0.85902511D+03   30.4649078    0.0342499    362.071   137.929    EM
     4 -0.85280746D+03    6.2176561    0.0072380    354.145   145.855    EM
     5 -0.85077632D+03    2.0311379    0.0023817    346.961   153.039    EM
     6 -0.84956984D+03    1.2064780    0.0014181    340.214   159.786    EM
     7 -0.84855886D+03    1.0109827    0.0011900    333.651   166.349    EM
     8 -0.84759007D+03    0.9687914    0.0011417    327.133   172.867    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.59005601D+04    0.0000000    0.0000000     48.328   451.672    EM
     2 -0.87115042D+03 5029.4096733    0.8523614     48.887   451.113    EM
     3 -0.86683512D+03    4.3153042    0.0049536     52.643   447.357    EM
     4 -0.86348362D+03    3.3514968    0.0038664     58.832   441.168    EM
     5 -0.85993782D+03    3.5458030    0.0041064     67.087   432.913    EM
     6 -0.85672496D+03    3.2128582    0.0037362     76.467   423.533    EM
     7 -0.85417571D+03    2.5492455    0.0029756     85.900   414.100    EM
     8 -0.85231367D+03    1.8620379    0.0021799     94.710   405.290    EM
     9 -0.85096077D+03    1.3529083    0.0015873    102.707   397.293    EM
    10 -0.84991357D+03    1.0471998    0.0012306    109.975   390.025    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11927412D+04    0.0000000    0.0000000    399.314   100.686    EM
     2 -0.85651781D+03  336.2234009    0.2818913    397.859   102.141    EM
     3 -0.85199318D+03    4.5246333    0.0052826    393.806   106.194    EM
     4 -0.85054065D+03    1.4525248    0.0017049    389.309   110.691    EM
     5 -0.84931798D+03    1.2226786    0.0014375    384.659   115.341    EM
     6 -0.84817824D+03    1.1397401    0.0013419    379.866   120.134    EM
     7 -0.84708977D+03    1.0884610    0.0012833    374.932   125.068    EM
     8 -0.84604788D+03    1.0418912    0.0012300    369.876   130.124    EM
     9 -0.84505573D+03    0.9921498    0.0011727    364.727   135.273    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18953407D+04    0.0000000    0.0000000      1.255   498.745    EM
     2 -0.87227857D+03 1023.0621305    0.5397774      0.591   499.409    EM
     3 -0.87182620D+03    0.4523688    0.0005186      0.542   499.458    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17106087D+04    0.0000000    0.0000000    350.504   149.496    EM
     2 -0.85990525D+03  850.7034865    0.4973104    371.613   128.387    EM
     3 -0.85034535D+03    9.5598962    0.0111174    364.003   135.997    EM
     4 -0.84487250D+03    5.4728580    0.0064360    355.773   144.227    EM
     5 -0.84216620D+03    2.7062918    0.0032032    348.154   151.846    EM
     6 -0.84088480D+03    1.2814035    0.0015216    341.356   158.644    EM
     7 -0.84012685D+03    0.7579513    0.0009014    335.247   164.753    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16346902D+04    0.0000000    0.0000000    351.219   148.781    EM
     2 -0.85910469D+03  775.5855271    0.4744541    334.227   165.773    EM
     3 -0.84691119D+03   12.1935003    0.0141933    329.302   170.698    EM
     4 -0.84288871D+03    4.0224830    0.0047496    325.223   174.777    EM
     5 -0.84104328D+03    1.8454249    0.0021894    321.651   178.349    EM
     6 -0.84004517D+03    0.9981180    0.0011868    318.372   181.628    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.36340717D+04    0.0000000    0.0000000    463.159    36.841    EM
     2 -0.87391719D+03 2760.1545133    0.7595212    463.855    36.145    EM
     3 -0.87151808D+03    2.3991112    0.0027452    463.216    36.784    EM
     4 -0.87087454D+03    0.6435332    0.0007384    462.229    37.771    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.24144457D+04    0.0000000    0.0000000    238.432   261.568    EM
     2 -0.90522093D+03 1509.2247996    0.6250813    254.825   245.175    EM
     3 -0.85838265D+03   46.8382812    0.0517424    254.882   245.118    EM
     4 -0.85061781D+03    7.7648428    0.0090459    254.570   245.430    EM
     5 -0.84651469D+03    4.1031156    0.0048237    254.190   245.810    EM
     6 -0.84354561D+03    2.9690823    0.0035074    253.325   246.675    EM
     7 -0.84131582D+03    2.2297919    0.0026434    251.904   248.096    EM
     8 -0.83973548D+03    1.5803394    0.0018784    250.048   249.952    EM
     9 -0.83870330D+03    1.0321734    0.0012292    247.945   252.055    EM
    10 -0.83806487D+03    0.6384309    0.0007612    245.774   254.226    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.33230086D+04    0.0000000    0.0000000    348.367   151.633    EM
     2 -0.86826194D+03 2454.7466883    0.7387121    351.249   148.751    EM
     3 -0.85849872D+03    9.7632202    0.0112446    347.632   152.368    EM
     4 -0.85515777D+03    3.3409539    0.0038916    341.546   158.454    EM
     5 -0.85255866D+03    2.5991101    0.0030393    334.539   165.461    EM
     6 -0.85027002D+03    2.2886367    0.0026844    327.111   172.889    EM
     7 -0.84819934D+03    2.0706857    0.0024353    319.516   180.484    EM
     8 -0.84633514D+03    1.8641995    0.0021978    311.929   188.071    EM
     9 -0.84468641D+03    1.6487247    0.0019481    304.488   195.512    EM
    10 -0.84325513D+03    1.4312853    0.0016945    297.295   202.705    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.42191271D+04    0.0000000    0.0000000    395.636   104.364    EM
     2 -0.86201549D+03 3357.1116483    0.7956887    398.707   101.293    EM
     3 -0.85594292D+03    6.0725646    0.0070446    393.031   106.969    EM
     4 -0.85485073D+03    1.0921894    0.0012760    386.551   113.449    EM
     5 -0.85384148D+03    1.0092493    0.0011806    379.775   120.225    EM
     6 -0.85284485D+03    0.9966308    0.0011672    372.772   127.228    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.27740106D+04    0.0000000    0.0000000    379.973   120.027    EM
     2 -0.86846592D+03 1905.5447062    0.6869277    381.903   118.097    EM
     3 -0.86130183D+03    7.1640912    0.0082491    377.450   122.550    EM
     4 -0.85866474D+03    2.6370880    0.0030617    371.018   128.982    EM
     5 -0.85642973D+03    2.2350107    0.0026029    363.810   136.190    EM
     6 -0.85435510D+03    2.0746306    0.0024224    356.129   143.871    EM
     7 -0.85237450D+03    1.9806049    0.0023182    348.120   151.880    EM
     8 -0.85047540D+03    1.8990947    0.0022280    339.910   160.090    EM
     9 -0.84867492D+03    1.8004847    0.0021170    331.623   168.377    EM
    10 -0.84700045D+03    1.6744695    0.0019730    323.383   176.617    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.44871799D+04    0.0000000    0.0000000    291.474   208.526    EM
     2 -0.86706319D+03 3620.1167475    0.8067688    290.245   209.755    EM
     3 -0.85253889D+03   14.5243037    0.0167511    287.865   212.135    EM
     4 -0.84712545D+03    5.4134380    0.0063498    284.872   215.128    EM
     5 -0.84341835D+03    3.7070987    0.0043761    282.284   217.716    EM
     6 -0.84097474D+03    2.4436097    0.0028973    280.349   219.651    EM
     7 -0.83943667D+03    1.5380741    0.0018289    278.986   221.014    EM
     8 -0.83847417D+03    0.9625039    0.0011466    278.028   221.972    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26728910D+04    0.0000000    0.0000000    190.774   309.226    EM
     2 -0.86522717D+03 1807.6638084    0.6762954    197.322   302.678    EM
     3 -0.85644170D+03    8.7854776    0.0101540    203.268   296.732    EM
     4 -0.85308106D+03    3.3606370    0.0039240    208.413   291.587    EM
     5 -0.85075068D+03    2.3303768    0.0027317    213.424   286.576    EM
     6 -0.84863517D+03    2.1155123    0.0024866    218.426   281.574    EM
     7 -0.84652443D+03    2.1107419    0.0024872    223.416   276.584    EM
     8 -0.84445565D+03    2.0687819    0.0024439    228.317   271.683    EM
     9 -0.84257102D+03    1.8846274    0.0022318    233.030   266.970    EM
    10 -0.84099864D+03    1.5723794    0.0018662    237.469   262.531    EM


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


     7 -0.83791924D+03    0.6213521    0.0007410    243.578   256.422    EM
     8 -0.83754488D+03    0.3743654    0.0004468    241.490   258.510    EM
     9 -0.83731908D+03    0.2257976    0.0002696    239.539   260.461    EM
    10 -0.83718044D+03    0.1386423    0.0001656    237.768   262.232    EM
    11 -0.83709296D+03    0.0874800    0.0001045    236.187   263.813    EM
    12 -0.83703609D+03    0.0568666    0.0000679    234.790   265.210    EM
    13 -0.83699802D+03    0.0380708    0.0000455    233.561   266.439    EM
    14 -0.83697182D+03    0.0261965    0.0000313    232.484   267.516    EM
    15 -0.83695335D+03    0.0184752    0.0000221    231.540   268.460    EM
    16 -0.83694003D+03    0.0133142    0.0000159    230.712   269.288    EM
    17 -0.83693026D+03    0.0097731    0.0000117    229.985   270.015    EM
    18 -0.83692298D+03    0.0072846    0.0000087    229.346   270.654    EM
    19 -0.83691748D+03    0.0054982    0.0000066    228.784   271.216    EM
    20 -0.83691329D+03    0.0041919    0.0000050    228.289   271.711    EM
    21 -0.83691007D+03    0.0032218    0.0000038    227.853   272.147    EM
    22 -0.83690757D+03    0.0024920    0.0000030    227.468   272.532    EM
    23 -0.83690564D+03    0.0019372    0.0000023    227.128   272.872    EM
    24 -0.83690412D+03    0.0015119    0.0000018    226.827   273.173    EM
    25 -0.83690294D+03    0.0011836    0.0000014    226.561   273.439    EM
    26 -0.83690201D+03    0.0009288    0.0000011    226.325   273.675    EM
    27 -0.83690128D+03    0.0007309    0.0000009    226.117   273.883    EM
    28 -0.83690071D+03    0.0005754    0.0000007    225.931   274.069    EM
    29 -0.83690025D+03    0.0004535    0.0000005    225.767   274.233    EM
    30 -0.83689989D+03    0.0003578    0.0000004    225.622   274.378    EM
    31 -0.83689961D+03    0.0002825    0.0000003    225.492   274.508    EM
    32 -0.83689939D+03    0.0002232    0.0000003    225.377   274.623    EM
    33 -0.83689921D+03    0.0001764    0.0000002    225.276   274.724    EM
    34 -0.83689907D+03    0.0001395    0.0000002    225.185   274.815    EM
    35 -0.83689896D+03    0.0001104    0.0000001    225.105   274.895    EM
    36 -0.83689887D+03    0.0000873    0.0000001    225.033   274.967    EM
    37 -0.83689861D+03    0.0002622    0.0000003    224.330   275.670    FS
    38 -0.83689859D+03    0.0000207    0.0000000    224.579   275.421    FS
    39 -0.83689858D+03    0.0000120    0.0000000    224.360   275.640    FS
    40 -0.83689857D+03    0.0000092    0.0000000    224.545   275.455    FS
    41 -0.83689856D+03    0.0000067    0.0000000    224.383   275.617    FS
    42 -0.83689856D+03    0.0000052    0.0000000    224.523   275.477    FS
    43 -0.83689855D+03    0.0000038    0.0000000    224.401   275.599    FS
    44 -0.83689855D+03    0.0000030    0.0000000    224.507   275.493    FS
    45 -0.83689855D+03    0.0000022    0.0000000    224.415   275.585    FS
    46 -0.83689855D+03    0.0000017    0.0000000    224.495   275.505    FS
    47 -0.83689855D+03    0.0000013    0.0000000    224.425   275.575    FS
    48 -0.83689855D+03    0.0000010    0.0000000    224.486   275.514    FS
    49 -0.83689854D+03    0.0000007    0.0000000    224.433   275.567    FS
    50 -0.83689854D+03    0.0000006    0.0000000    224.479   275.521    FS
    51 -0.83689854D+03    0.0000004    0.0000000    224.439   275.561    FS
    52 -0.83689854D+03    0.0000003    0.0000000    224.474   275.526    FS
    53 -0.83689854D+03    0.0000002    0.0000000    224.444   275.556    FS
    54 -0.83689854D+03    0.0000002    0.0000000    224.470   275.530    FS
    55 -0.83689854D+03    0.0000001    0.0000000    224.447   275.553    FS
    56 -0.83689854D+03    0.0000001    0.0000000    224.467   275.533    FS
    57 -0.83689854D+03    0.0000001    0.0000000    224.450   275.550    FS
    58 -0.83689854D+03    0.0000001    0.0000000    224.465   275.535    FS
    59 -0.83689854D+03    0.0000000    0.0000000    224.452   275.548    FS
    60 -0.83689854D+03    0.0000000    0.0000000    224.463   275.537    FS
    61 -0.83689854D+03    0.0000000    0.0000000    224.453   275.547    FS
    62 -0.83689854D+03    0.0000000    0.0000000    224.462   275.538    FS
    63 -0.83689854D+03    0.0000000    0.0000000    224.454   275.546    FS
    64 -0.83689854D+03    0.0000000    0.0000000    224.461   275.539    FS
    65 -0.83689854D+03    0.0000000    0.0000000    224.455   275.545    FS
    66 -0.83689854D+03    0.0000000    0.0000000    224.460   275.540    FS
    67 -0.83689854D+03    0.0000000    0.0000000    224.456   275.544    FS
    68 -0.83689854D+03    0.0000000    0.0000000    224.460   275.540    FS
    69 -0.83689854D+03    0.0000000    0.0000000    224.456   275.544    FS
    70 -0.83689854D+03    0.0000000    0.0000000    224.459   275.541    FS
    71 -0.83689854D+03    0.0000000    0.0000000    224.457   275.543    FS
    72 -0.83689854D+03    0.0000000    0.0000000    224.459   275.541    FS
    73 -0.83689854D+03    0.0000000    0.0000000    224.457   275.543    FS
    74 -0.83689854D+03    0.0000000    0.0000000    224.459   275.541    FS
    75 -0.83689854D+03    0.0000000    0.0000000    224.457   275.543    FS
    76 -0.83689854D+03    0.0000000    0.0000000    224.458   275.542    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


    10 -0.83806487D+03    0.6384309    0.0007612    245.774   254.226    EM
    11 -0.83767505D+03    0.3898222    0.0004651    243.664   256.336    EM
    12 -0.83743270D+03    0.2423479    0.0002893    241.686   258.314    EM
    13 -0.83727704D+03    0.1556624    0.0001859    239.871   260.129    EM
    14 -0.83717342D+03    0.1036209    0.0001238    238.226   261.774    EM
    15 -0.83710211D+03    0.0713054    0.0000852    236.746   263.254    EM
    16 -0.83705162D+03    0.0504908    0.0000603    235.420   264.580    EM
    17 -0.83701502D+03    0.0366071    0.0000437    234.233   265.767    EM
    18 -0.83698797D+03    0.0270517    0.0000323    233.172   266.828    EM
    19 -0.83696767D+03    0.0202945    0.0000242    232.226   267.774    EM
    20 -0.83695226D+03    0.0154062    0.0000184    231.381   268.619    EM
    21 -0.83694046D+03    0.0118034    0.0000141    230.627   269.373    EM
    22 -0.83693135D+03    0.0091078    0.0000109    229.954   270.046    EM
    23 -0.83692429D+03    0.0070666    0.0000084    229.355   270.645    EM
    24 -0.83691878D+03    0.0055065    0.0000066    228.820   271.180    EM
    25 -0.83691448D+03    0.0043051    0.0000051    228.344   271.656    EM
    26 -0.83691110D+03    0.0033746    0.0000040    227.919   272.081    EM
    27 -0.83690845D+03    0.0026506    0.0000032    227.540   272.460    EM
    28 -0.83690636D+03    0.0020853    0.0000025    227.203   272.797    EM
    29 -0.83690472D+03    0.0016433    0.0000020    226.902   273.098    EM
    30 -0.83690343D+03    0.0012957    0.0000015    226.635   273.365    EM
    31 -0.83690240D+03    0.0010225    0.0000012    226.396   273.604    EM
    32 -0.83690160D+03    0.0008074    0.0000010    226.184   273.816    EM
    33 -0.83690096D+03    0.0006379    0.0000008    225.994   274.006    EM
    34 -0.83690045D+03    0.0005042    0.0000006    225.826   274.174    EM
    35 -0.83690006D+03    0.0003987    0.0000005    225.676   274.324    EM
    36 -0.83689883D+03    0.0012207    0.0000015    224.205   275.795    FS
    37 -0.83689874D+03    0.0000919    0.0000001    224.705   275.295    FS
    38 -0.83689869D+03    0.0000484    0.0000001    224.261   275.739    FS
    39 -0.83689866D+03    0.0000383    0.0000000    224.633   275.367    FS
    40 -0.83689863D+03    0.0000268    0.0000000    224.307   275.693    FS
    41 -0.83689861D+03    0.0000216    0.0000000    224.589   275.411    FS
    42 -0.83689859D+03    0.0000155    0.0000000    224.343   275.657    FS
    43 -0.83689858D+03    0.0000123    0.0000000    224.557   275.443    FS
    44 -0.83689857D+03    0.0000089    0.0000000    224.371   275.629    FS
    45 -0.83689856D+03    0.0000070    0.0000000    224.533   275.467    FS
    46 -0.83689856D+03    0.0000051    0.0000000    224.392   275.608    FS
    47 -0.83689855D+03    0.0000040    0.0000000    224.515   275.485    FS
    48 -0.83689855D+03    0.0000029    0.0000000    224.408   275.592    FS
    49 -0.83689855D+03    0.0000023    0.0000000    224.501   275.499    FS
    50 -0.83689855D+03    0.0000017    0.0000000    224.420   275.580    FS
    51 -0.83689855D+03    0.0000013    0.0000000    224.490   275.510    FS
    52 -0.83689855D+03    0.0000010    0.0000000    224.429   275.571    FS
    53 -0.83689854D+03    0.0000007    0.0000000    224.482   275.518    FS
    54 -0.83689854D+03    0.0000006    0.0000000    224.436   275.564    FS
    55 -0.83689854D+03    0.0000004    0.0000000    224.476   275.524    FS
    56 -0.83689854D+03    0.0000003    0.0000000    224.442   275.558    FS
    57 -0.83689854D+03    0.0000002    0.0000000    224.472   275.528    FS
    58 -0.83689854D+03    0.0000002    0.0000000    224.446   275.554    FS
    59 -0.83689854D+03    0.0000001    0.0000000    224.468   275.532    FS
    60 -0.83689854D+03    0.0000001    0.0000000    224.449   275.551    FS
    61 -0.83689854D+03    0.0000001    0.0000000    224.466   275.534    FS
    62 -0.83689854D+03    0.0000001    0.0000000    224.451   275.549    FS
    63 -0.83689854D+03    0.0000000    0.0000000    224.464   275.536    FS
    64 -0.83689854D+03    0.0000000    0.0000000    224.452   275.548    FS
    65 -0.83689854D+03    0.0000000    0.0000000    224.462   275.538    FS
    66 -0.83689854D+03    0.0000000    0.0000000    224.454   275.546    FS
    67 -0.83689854D+03    0.0000000    0.0000000    224.461   275.539    FS
    68 -0.83689854D+03    0.0000000    0.0000000    224.455   275.545    FS
    69 -0.83689854D+03    0.0000000    0.0000000    224.460   275.540    FS
    70 -0.83689854D+03    0.0000000    0.0000000    224.456   275.544    FS
    71 -0.83689854D+03    0.0000000    0.0000000    224.460   275.540    FS
    72 -0.83689854D+03    0.0000000    0.0000000    224.456   275.544    FS
    73 -0.83689854D+03    0.0000000    0.0000000    224.459   275.541    FS
    74 -0.83689854D+03    0.0000000    0.0000000    224.456   275.544    FS
    75 -0.83689854D+03    0.0000000    0.0000000    224.459   275.541    FS
    76 -0.83689854D+03    0.0000000    0.0000000    224.457   275.543    FS
    77 -0.83689854D+03    0.0000000    0.0000000    224.459   275.541    FS
    78 -0.83689854D+03    0.0000000    0.0000000    224.457   275.543    FS
    79 -0.83689854D+03    0.0000000    0.0000000    224.458   275.542    FS
    80 -0.83689854D+03    0.0000000    0.0000000    224.457   275.543    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


    10 -0.83843707D+03    0.7226603    0.0008612    251.659   248.341    EM
    11 -0.83795370D+03    0.4833621    0.0005765    248.574   251.426    EM
    12 -0.83763194D+03    0.3217603    0.0003840    245.798   254.202    EM
    13 -0.83741638D+03    0.2155621    0.0002573    243.320   256.680    EM
    14 -0.83727010D+03    0.1462843    0.0001747    241.120   258.880    EM
    15 -0.83716923D+03    0.1008666    0.0001205    239.174   260.826    EM
    16 -0.83709848D+03    0.0707469    0.0000845    237.457   262.543    EM
    17 -0.83704802D+03    0.0504599    0.0000603    235.943   264.057    EM
    18 -0.83701146D+03    0.0365601    0.0000437    234.610   265.390    EM
    19 -0.83698459D+03    0.0268714    0.0000321    233.436   266.564    EM
    20 -0.83696459D+03    0.0200005    0.0000239    232.402   267.598    EM
    21 -0.83694954D+03    0.0150500    0.0000180    231.490   268.510    EM
    22 -0.83693811D+03    0.0114282    0.0000137    230.686   269.314    EM
    23 -0.83692937D+03    0.0087460    0.0000104    229.976   270.024    EM
    24 -0.83692263D+03    0.0067362    0.0000080    229.350   270.650    EM
    25 -0.83691742D+03    0.0052156    0.0000062    228.796   271.204    EM
    26 -0.83691336D+03    0.0040557    0.0000048    228.307   271.693    EM
    27 -0.83691020D+03    0.0031647    0.0000038    227.874   272.126    EM
    28 -0.83690772D+03    0.0024764    0.0000030    227.490   272.510    EM
    29 -0.83690578D+03    0.0019422    0.0000023    227.151   272.849    EM
    30 -0.83690425D+03    0.0015261    0.0000018    226.850   273.150    EM
    31 -0.83690305D+03    0.0012009    0.0000014    226.583   273.417    EM
    32 -0.83690210D+03    0.0009462    0.0000011    226.346   273.654    EM
    33 -0.83690136D+03    0.0007462    0.0000009    226.136   273.864    EM
    34 -0.83690077D+03    0.0005890    0.0000007    225.950   274.050    EM
    35 -0.83689903D+03    0.0017403    0.0000021    224.119   275.881    FS
    36 -0.83689888D+03    0.0001457    0.0000002    224.777   275.223    FS
    37 -0.83689880D+03    0.0000805    0.0000001    224.199   275.801    FS
    38 -0.83689874D+03    0.0000661    0.0000001    224.687   275.313    FS
    39 -0.83689869D+03    0.0000454    0.0000001    224.260   275.740    FS
    40 -0.83689865D+03    0.0000373    0.0000000    224.630   275.370    FS
    41 -0.83689863D+03    0.0000263    0.0000000    224.308   275.692    FS
    42 -0.83689861D+03    0.0000211    0.0000000    224.588   275.412    FS
    43 -0.83689859D+03    0.0000151    0.0000000    224.344   275.656    FS
    44 -0.83689858D+03    0.0000120    0.0000000    224.556   275.444    FS
    45 -0.83689857D+03    0.0000087    0.0000000    224.372   275.628    FS
    46 -0.83689856D+03    0.0000068    0.0000000    224.532   275.468    FS
    47 -0.83689856D+03    0.0000050    0.0000000    224.393   275.607    FS
    48 -0.83689855D+03    0.0000039    0.0000000    224.514   275.486    FS
    49 -0.83689855D+03    0.0000029    0.0000000    224.409   275.591    FS
    50 -0.83689855D+03    0.0000022    0.0000000    224.500   275.500    FS
    51 -0.83689855D+03    0.0000017    0.0000000    224.421   275.579    FS
    52 -0.83689855D+03    0.0000013    0.0000000    224.490   275.510    FS
    53 -0.83689855D+03    0.0000009    0.0000000    224.430   275.570    FS
    54 -0.83689854D+03    0.0000007    0.0000000    224.482   275.518    FS
    55 -0.83689854D+03    0.0000005    0.0000000    224.437   275.563    FS
    56 -0.83689854D+03    0.0000004    0.0000000    224.476   275.524    FS
    57 -0.83689854D+03    0.0000003    0.0000000    224.442   275.558    FS
    58 -0.83689854D+03    0.0000002    0.0000000    224.472   275.528    FS
    59 -0.83689854D+03    0.0000002    0.0000000    224.446   275.554    FS
    60 -0.83689854D+03    0.0000001    0.0000000    224.468   275.532    FS
    61 -0.83689854D+03    0.0000001    0.0000000    224.449   275.551    FS
    62 -0.83689854D+03    0.0000001    0.0000000    224.466   275.534    FS
    63 -0.83689854D+03    0.0000001    0.0000000    224.451   275.549    FS
    64 -0.83689854D+03    0.0000000    0.0000000    224.464   275.536    FS
    65 -0.83689854D+03    0.0000000    0.0000000    224.453   275.547    FS
    66 -0.83689854D+03    0.0000000    0.0000000    224.462   275.538    FS
    67 -0.83689854D+03    0.0000000    0.0000000    224.454   275.546    FS
    68 -0.83689854D+03    0.0000000    0.0000000    224.461   275.539    FS
    69 -0.83689854D+03    0.0000000    0.0000000    224.455   275.545    FS
    70 -0.83689854D+03    0.0000000    0.0000000    224.460   275.540    FS
    71 -0.83689854D+03    0.0000000    0.0000000    224.456   275.544    FS
    72 -0.83689854D+03    0.0000000    0.0000000    224.460   275.540    FS
    73 -0.83689854D+03    0.0000000    0.0000000    224.456   275.544    FS
    74 -0.83689854D+03    0.0000000    0.0000000    224.459   275.541    FS
    75 -0.83689854D+03    0.0000000    0.0000000    224.457   275.543    FS
    76 -0.83689854D+03    0.0000000    0.0000000    224.459   275.541    FS
    77 -0.83689854D+03    0.0000000    0.0000000    224.457   275.543    FS
    78 -0.83689854D+03    0.0000000    0.0000000    224.459   275.541    FS
    79 -0.83689854D+03    0.0000000    0.0000000    224.457   275.543    FS
    80 -0.83689854D+03    0.0000000    0.0000000    224.458   275.542    FS
    81 -0.83689854D+03    0.0000000    0.0000000    224.457   275.543    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


     8 -0.83847417D+03    0.9625039    0.0011466    278.028   221.972    EM
     9 -0.83787093D+03    0.6032376    0.0007194    277.340   222.660    EM
    10 -0.83749506D+03    0.3758726    0.0004486    276.831   223.169    EM
    11 -0.83726293D+03    0.2321270    0.0002772    276.449   223.551    EM
    12 -0.83712064D+03    0.1422888    0.0001699    276.159   223.841    EM
    13 -0.83703383D+03    0.0868088    0.0001037    275.940   224.060    EM
    14 -0.83698099D+03    0.0528381    0.0000631    275.775   224.225    EM
    15 -0.83694885D+03    0.0321396    0.0000384    275.653   224.347    EM
    16 -0.83692930D+03    0.0195590    0.0000234    275.564   224.436    EM
    17 -0.83691738D+03    0.0119166    0.0000142    275.500   224.500    EM
    18 -0.83691011D+03    0.0072726    0.0000087    275.455   224.545    EM
    19 -0.83690566D+03    0.0044467    0.0000053    275.426   224.574    EM
    20 -0.83690293D+03    0.0027244    0.0000033    275.407   224.593    EM
    21 -0.83690126D+03    0.0016729    0.0000020    275.397   224.603    EM
    22 -0.83690023D+03    0.0010297    0.0000012    275.394   224.606    EM
    23 -0.83689960D+03    0.0006354    0.0000008    275.394   224.606    EM
    24 -0.83689920D+03    0.0003932    0.0000005    275.398   224.602    EM
    25 -0.83689896D+03    0.0002442    0.0000003    275.404   224.596    EM
    26 -0.83689881D+03    0.0001522    0.0000002    275.412   224.588    EM
    27 -0.83689871D+03    0.0000953    0.0000001    275.420   224.580    EM
    28 -0.83689865D+03    0.0000600    0.0000001    275.428   224.572    EM
    29 -0.83689861D+03    0.0000380    0.0000000    275.437   224.563    EM
    30 -0.83689859D+03    0.0000242    0.0000000    275.446   224.554    EM
    31 -0.83689857D+03    0.0000156    0.0000000    275.454   224.546    EM
    32 -0.83689856D+03    0.0000101    0.0000000    275.462   224.538    EM
    33 -0.83689856D+03    0.0000067    0.0000000    275.469   224.531    EM
    34 -0.83689855D+03    0.0000044    0.0000000    275.476   224.524    EM
    35 -0.83689855D+03    0.0000030    0.0000000    275.482   224.518    EM
    36 -0.83689854D+03    0.0000069    0.0000000    275.543   224.457    FS
    37 -0.83689854D+03    0.0000004    0.0000000    275.537   224.463    FS
    38 -0.83689854D+03    0.0000001    0.0000000    275.545   224.455    FS
    39 -0.83689854D+03    0.0000000    0.0000000    275.539   224.461    FS
    40 -0.83689854D+03    0.0000000    0.0000000    275.545   224.455    FS
    41 -0.83689854D+03    0.0000000    0.0000000    275.540   224.460    FS
    42 -0.83689854D+03    0.0000000    0.0000000    275.544   224.456    FS
    43 -0.83689854D+03    0.0000000    0.0000000    275.541   224.459    FS
    44 -0.83689854D+03    0.0000000    0.0000000    275.544   224.456    FS
    45 -0.83689854D+03    0.0000000    0.0000000    275.541   224.459    FS
    46 -0.83689854D+03    0.0000000    0.0000000    275.543   224.457    FS
    47 -0.83689854D+03    0.0000000    0.0000000    275.541   224.459    FS
    48 -0.83689854D+03    0.0000000    0.0000000    275.543   224.457    FS
    49 -0.83689854D+03    0.0000000    0.0000000    275.542   224.458    FS
    50 -0.83689854D+03    0.0000000    0.0000000    275.543   224.457    FS


     Beginning Time:  22:56:58
        Ending Time:  22:56:59
       Elapsed Time:  00:00:01



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