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

INPUT INSTRUCTIONS

  TITLE:  this is an example of mixture CFA modeling
  DATA:	FILE IS ex7.17.dat;
  VARIABLE:	NAMES ARE y1-y5 c;
  	USEVARIABLES ARE y1-y5;
  	CLASSES = c(2);
  ANALYSIS:	TYPE = MIXTURE;
  MODEL:	%OVERALL%
  	f BY y1-y5;
  	%c#1%
  	[f*1];
  OUTPUT:	TECH1 TECH8;



INPUT READING TERMINATED NORMALLY



this is an example of mixture CFA modeling

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                         500

Number of dependent variables                                    5
Number of independent variables                                  0
Number of continuous latent variables                            1
Number of categorical latent variables                           1

Observed dependent variables

  Continuous
   Y1          Y2          Y3          Y4          Y5

Continuous latent variables
   F

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)
  ex7.17.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:

           -2643.223  903420           5
           -2643.223  unperturbed      0
           -2645.521  462953           7
           -2645.521  533738           11



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


THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       17

Loglikelihood

          H0 Value                       -2643.223
          H0 Scaling Correction Factor      0.9705
            for MLR

Information Criteria

          Akaike (AIC)                    5320.446
          Bayesian (BIC)                  5392.094
          Sample-Size Adjusted BIC        5338.135
            (n* = (n + 2) / 24)



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

    Latent
   Classes

       1        236.98521          0.47397
       2        263.01479          0.52603


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

    Latent
   Classes

       1        236.98521          0.47397
       2        263.01479          0.52603


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

Class Counts and Proportions

    Latent
   Classes

       1              230          0.46000
       2              270          0.54000


CLASSIFICATION QUALITY

     Entropy                         0.400


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

           1        2

    1   0.807    0.193
    2   0.190    0.810


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

           1        2

    1   0.783    0.217
    2   0.169    0.831


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

              1        2

    1      1.284    0.000
    2     -1.594    0.000


MODEL RESULTS

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

Latent Class 1

 F        BY
    Y1                 1.000      0.000    999.000    999.000
    Y2                 0.759      0.022     34.289      0.000
    Y3                 0.769      0.022     34.985      0.000
    Y4                 0.781      0.022     35.549      0.000
    Y5                 0.738      0.022     34.028      0.000

 Means
    F                  1.800      0.182      9.867      0.000

 Intercepts
    Y1                 0.116      0.145      0.802      0.423
    Y2                 0.055      0.111      0.490      0.624
    Y3                 0.088      0.113      0.785      0.433
    Y4                 0.018      0.116      0.156      0.876
    Y5                 0.088      0.110      0.798      0.425

 Variances
    F                  0.998      0.152      6.569      0.000

 Residual Variances
    Y1                 0.233      0.021     11.198      0.000
    Y2                 0.282      0.021     13.154      0.000
    Y3                 0.288      0.019     14.846      0.000
    Y4                 0.227      0.017     13.170      0.000
    Y5                 0.254      0.019     13.570      0.000

Latent Class 2

 F        BY
    Y1                 1.000      0.000    999.000    999.000
    Y2                 0.759      0.022     34.289      0.000
    Y3                 0.769      0.022     34.985      0.000
    Y4                 0.781      0.022     35.549      0.000
    Y5                 0.738      0.022     34.028      0.000

 Means
    F                  0.000      0.000    999.000    999.000

 Intercepts
    Y1                 0.116      0.145      0.802      0.423
    Y2                 0.055      0.111      0.490      0.624
    Y3                 0.088      0.113      0.785      0.433
    Y4                 0.018      0.116      0.156      0.876
    Y5                 0.088      0.110      0.798      0.425

 Variances
    F                  0.998      0.152      6.569      0.000

 Residual Variances
    Y1                 0.233      0.021     11.198      0.000
    Y2                 0.282      0.021     13.154      0.000
    Y3                 0.288      0.019     14.846      0.000
    Y4                 0.227      0.017     13.170      0.000
    Y5                 0.254      0.019     13.570      0.000

Categorical Latent Variables

 Means
    C#1               -0.104      0.282     -0.370      0.712


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.924E-03
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS 1


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           LAMBDA
              F
              ________
 Y1                 0
 Y2                 6
 Y3                 7
 Y4                 8
 Y5                 9


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1                10
 Y2                 0            11
 Y3                 0             0            12
 Y4                 0             0             0            13
 Y5                 0             0             0             0            14


           ALPHA
              F
              ________
 1                 15


           BETA
              F
              ________
 F                  0


           PSI
              F
              ________
 F                 16


     PARAMETER SPECIFICATION FOR LATENT CLASS 2


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           LAMBDA
              F
              ________
 Y1                 0
 Y2                 6
 Y3                 7
 Y4                 8
 Y5                 9


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1                10
 Y2                 0            11
 Y3                 0             0            12
 Y4                 0             0             0            13
 Y5                 0             0             0             0            14


           ALPHA
              F
              ________
 1                  0


           BETA
              F
              ________
 F                  0


           PSI
              F
              ________
 F                 16


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C#1           C#2
              ________      ________
 1                 17             0


     STARTING VALUES FOR LATENT CLASS 1


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1              0.969         0.702         0.744         0.685         0.717


           LAMBDA
              F
              ________
 Y1             1.000
 Y2             1.000
 Y3             1.000
 Y4             1.000
 Y5             1.000


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             1.020
 Y2             0.000         0.661
 Y3             0.000         0.000         0.677
 Y4             0.000         0.000         0.000         0.665
 Y5             0.000         0.000         0.000         0.000         0.619


           ALPHA
              F
              ________
 1              1.000


           BETA
              F
              ________
 F              0.000


           PSI
              F
              ________
 F              0.050


     STARTING VALUES FOR LATENT CLASS 2


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1              0.969         0.702         0.744         0.685         0.717


           LAMBDA
              F
              ________
 Y1             1.000
 Y2             1.000
 Y3             1.000
 Y4             1.000
 Y5             1.000


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             1.020
 Y2             0.000         0.661
 Y3             0.000         0.000         0.677
 Y4             0.000         0.000         0.000         0.665
 Y5             0.000         0.000         0.000         0.000         0.619


           ALPHA
              F
              ________
 1              0.000


           BETA
              F
              ________
 F              0.000


           PSI
              F
              ________
 F              0.050


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C#1           C#2
              ________      ________
 1              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 -0.35768617D+04    0.0000000    0.0000000    170.336   329.664    EM
     2 -0.26526114D+04  924.2502872    0.2583970    177.036   322.964    EM
     3 -0.26475681D+04    5.0432698    0.0019012    182.040   317.960    EM
     4 -0.26458036D+04    1.7645015    0.0006665    186.113   313.887    EM
     5 -0.26449705D+04    0.8330916    0.0003149    189.585   310.415    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.69290297D+04    0.0000000    0.0000000      0.552   499.448    EM
     2 -0.30948432D+04 3834.1865147    0.5533511      0.491   499.509    EM
     3 -0.30936976D+04    1.1455415    0.0003701      0.445   499.555    EM
     4 -0.30935878D+04    0.1098210    0.0000355      0.415   499.585    EM
     5 -0.30935356D+04    0.0522457    0.0000169      0.392   499.608    EM
     6 -0.30935189D+04    0.0166942    0.0000054      0.374   499.626    EM
     7 -0.30935111D+04    0.0077649    0.0000025      0.360   499.640    EM
     8 -0.30935058D+04    0.0053479    0.0000017      0.348   499.652    EM
     9 -0.30935018D+04    0.0039129    0.0000013      0.339   499.661    EM
    10 -0.30934997D+04    0.0021697    0.0000007      0.331   499.669    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17124255D+05    0.0000000    0.0000000      0.000   500.000    EM
     2 -0.31030358D+04 ************    0.8187929      0.000   500.000    EM
     3 -0.31018116D+04    1.2241576    0.0003945      0.000   500.000    EM
     4 -0.31007556D+04    1.0559892    0.0003404      0.000   500.000    EM
     5 -0.31005565D+04    0.1991267    0.0000642      0.000   500.000    EM
     6 -0.31003798D+04    0.1767226    0.0000570      0.000   500.000    EM
     7 -0.31001440D+04    0.2357860    0.0000761      0.000   500.000    EM
     8 -0.30998424D+04    0.3016142    0.0000973      0.000   500.000    EM
     9 -0.30995324D+04    0.3099750    0.0001000      0.000   500.000    EM
    10 -0.30986584D+04    0.8739900    0.0002820      0.000   500.000    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12710074D+05    0.0000000    0.0000000    308.437   191.563    EM
     2 -0.36651009D+04 9044.9726946    0.7116381    308.435   191.565    EM
     3 -0.36547968D+04   10.3040574    0.0028114    308.434   191.566    EM
     4 -0.36538733D+04    0.9234883    0.0002527    308.436   191.564    EM
     5 -0.36527189D+04    1.1544142    0.0003159    308.434   191.566    EM
     6 -0.36518018D+04    0.9171133    0.0002511    308.432   191.568    EM
     7 -0.36511426D+04    0.6592388    0.0001805    308.432   191.568    EM
     8 -0.36507278D+04    0.4147895    0.0001136    308.432   191.568    EM
     9 -0.36504334D+04    0.2943975    0.0000806    308.433   191.567    EM
    10 -0.36501854D+04    0.2479449    0.0000679    308.434   191.566    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.89337100D+04    0.0000000    0.0000000     50.451   449.549    EM
     2 -0.30946658D+04 5839.0442190    0.6535968     50.399   449.601    EM
     3 -0.30937306D+04    0.9351703    0.0003022     50.444   449.556    EM
     4 -0.30936156D+04    0.1149854    0.0000372     50.470   449.530    EM
     5 -0.30935778D+04    0.0378139    0.0000122     50.476   449.524    EM
     6 -0.30935627D+04    0.0150691    0.0000049     50.483   449.517    EM
     7 -0.30935555D+04    0.0072779    0.0000024     50.488   449.512    EM
     8 -0.30935478D+04    0.0076144    0.0000025     50.493   449.507    EM
     9 -0.30935433D+04    0.0044986    0.0000015     50.486   449.514    EM
    10 -0.30935391D+04    0.0042268    0.0000014     50.484   449.516    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.87063101D+04    0.0000000    0.0000000    116.039   383.961    EM
     2 -0.26455115D+04 6060.7986287    0.6961386    116.321   383.679    EM
     3 -0.26455068D+04    0.0046527    0.0000018    116.602   383.398    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17706356D+05    0.0000000    0.0000000      0.002   499.998    EM
     2 -0.26455213D+04 ************    0.8505892      0.001   499.999    EM
     3 -0.26455209D+04    0.0003510    0.0000001      0.001   499.999    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11024321D+05    0.0000000    0.0000000      0.000   500.000    EM
     2 -0.26455207D+04 8378.7999813    0.7600287      0.000   500.000    EM
     3 -0.26455207D+04    0.0000000    0.0000000      0.000   500.000    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.51955661D+04    0.0000000    0.0000000      0.000   500.000    EM
     2 -0.26455207D+04 2550.0454012    0.4908118      0.000   500.000    EM
     3 -0.26455207D+04    0.0000002    0.0000000      0.000   500.000    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.98392786D+04    0.0000000    0.0000000      9.556   490.444    EM
     2 -0.26486361D+04 7190.6424988    0.7308099      7.550   492.450    EM
     3 -0.26464325D+04    2.2036002    0.0008320      6.841   493.159    EM
     4 -0.26459503D+04    0.4822353    0.0001822      6.488   493.512    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.94693893D+04    0.0000000    0.0000000      0.000   500.000    EM
     2 -0.30848473D+04 6384.5420142    0.6742295      0.000   500.000    EM
     3 -0.26455207D+04  439.3265911    0.1424144      0.000   500.000    EM
     4 -0.26455207D+04    0.0000000    0.0000000      0.000   500.000    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13366587D+05    0.0000000    0.0000000      0.000   500.000    EM
     2 -0.26455207D+04 ************    0.8020796      0.000   500.000    EM
     3 -0.26455207D+04    0.0000000    0.0000000      0.000   500.000    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.91962885D+04    0.0000000    0.0000000      0.005   499.995    EM
     2 -0.26455221D+04 6550.7664271    0.7123272      0.003   499.997    EM
     3 -0.26455211D+04    0.0009468    0.0000004      0.003   499.997    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.10204031D+05    0.0000000    0.0000000    348.806   151.194    EM
     2 -0.26518959D+04 7552.1347286    0.7401129    342.290   157.710    EM
     3 -0.26485470D+04    3.3488723    0.0012628    337.004   162.996    EM
     4 -0.26471640D+04    1.3830106    0.0005222    332.480   167.520    EM
     5 -0.26464013D+04    0.7627797    0.0002881    328.475   171.525    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15837361D+05    0.0000000    0.0000000     72.930   427.070    EM
     2 -0.26455292D+04 ************    0.8329564     72.938   427.062    EM
     3 -0.26455282D+04    0.0010172    0.0000004     72.945   427.055    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.78431442D+04    0.0000000    0.0000000      0.004   499.996    EM
     2 -0.26455217D+04 5197.6224466    0.6626963      0.003   499.997    EM
     3 -0.26455212D+04    0.0005577    0.0000002      0.003   499.997    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11779044D+05    0.0000000    0.0000000     23.957   476.043    EM
     2 -0.26479602D+04 9131.0839296    0.7751974     22.967   477.033    EM
     3 -0.26468128D+04    1.1474404    0.0004333     22.370   477.630    EM
     4 -0.26463260D+04    0.4867973    0.0001839     21.972   478.028    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15156850D+05    0.0000000    0.0000000      0.000   500.000    EM
     2 -0.36889535D+04 ************    0.7566148      0.000   500.000    EM
     3 -0.36708874D+04   18.0661495    0.0048974      0.000   500.000    EM
     4 -0.36693847D+04    1.5027265    0.0004094      0.000   500.000    EM
     5 -0.36692330D+04    0.1516615    0.0000413      0.000   500.000    EM
     6 -0.36691730D+04    0.0599878    0.0000163      0.000   500.000    EM
     7 -0.36691389D+04    0.0341244    0.0000093      0.000   500.000    EM
     8 -0.36690653D+04    0.0735982    0.0000201      0.000   500.000    EM
     9 -0.36689472D+04    0.1181235    0.0000322      0.000   500.000    EM
    10 -0.36688831D+04    0.0640598    0.0000175      0.000   500.000    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.96503617D+04    0.0000000    0.0000000      0.000   500.000    EM
     2 -0.37083055D+04 5942.0561824    0.6157340      0.000   500.000    EM
     3 -0.36989928D+04    9.3127627    0.0025113      0.000   500.000    EM
     4 -0.36894137D+04    9.5790816    0.0025896      0.000   500.000    EM
     5 -0.36824459D+04    6.9678422    0.0018886      0.000   500.000    EM
     6 -0.36806410D+04    1.8048292    0.0004901      0.000   500.000    EM
     7 -0.36806389D+04    0.0021099    0.0000006      0.000   500.000    EM
     8 -0.36806383D+04    0.0006385    0.0000002      0.000   500.000    EM
     9 -0.36806376D+04    0.0007185    0.0000002      0.000   500.000    EM
    10 -0.36806178D+04    0.0197150    0.0000054      0.000   500.000    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14441064D+05    0.0000000    0.0000000     14.781   485.219    EM
     2 -0.37121741D+04 ************    0.7429432     14.542   485.458    EM
     3 -0.36942715D+04   17.9025507    0.0048227     14.413   485.587    EM
     4 -0.36904762D+04    3.7953309    0.0010274     14.293   485.707    EM
     5 -0.36865641D+04    3.9121141    0.0010601     14.217   485.783    EM
     6 -0.36840210D+04    2.5431230    0.0006898     14.146   485.854    EM
     7 -0.36823114D+04    1.7095931    0.0004641     14.089   485.911    EM
     8 -0.36815055D+04    0.8058392    0.0002188     14.049   485.951    EM
     9 -0.36802002D+04    1.3053780    0.0003546     14.007   485.993    EM
    10 -0.36794377D+04    0.7625018    0.0002072     13.974   486.026    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15386775D+05    0.0000000    0.0000000      0.000   500.000    EM
     2 -0.36388633D+04 ************    0.7635071      0.000   500.000    EM
     3 -0.36272117D+04   11.6516060    0.0032020      0.000   500.000    EM
     4 -0.36220781D+04    5.1336048    0.0014153      0.000   500.000    EM
     5 -0.36205095D+04    1.5685265    0.0004330      0.000   500.000    EM
     6 -0.36204410D+04    0.0685638    0.0000189      0.000   500.000    EM
     7 -0.36204086D+04    0.0323947    0.0000089      0.000   500.000    EM
     8 -0.36203837D+04    0.0248954    0.0000069      0.000   500.000    EM
     9 -0.36203522D+04    0.0314901    0.0000087      0.000   500.000    EM
    10 -0.36203361D+04    0.0161205    0.0000045      0.000   500.000    EM


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


     5 -0.26449705D+04    0.8330916    0.0003149    189.585   310.415    EM
     6 -0.26445088D+04    0.4617678    0.0001746    192.633   307.367    EM
     7 -0.26442239D+04    0.2848199    0.0001077    195.361   304.639    EM
     8 -0.26440339D+04    0.1900279    0.0000719    197.837   302.163    EM
     9 -0.26438991D+04    0.1347843    0.0000510    200.109   299.891    EM
    10 -0.26437987D+04    0.1004349    0.0000380    202.209   297.791    EM
    11 -0.26437208D+04    0.0779249    0.0000295    204.162   295.838    EM
    12 -0.26436583D+04    0.0624982    0.0000236    205.986   294.014    EM
    13 -0.26436068D+04    0.0515058    0.0000195    207.696   292.304    EM
    14 -0.26435634D+04    0.0433866    0.0000164    209.304   290.696    EM
    15 -0.26435262D+04    0.0371928    0.0000141    210.819   289.181    EM
    16 -0.26434939D+04    0.0323251    0.0000122    212.250   287.750    EM
    17 -0.26434655D+04    0.0283953    0.0000107    213.601   286.399    EM
    18 -0.26434403D+04    0.0251460    0.0000095    214.879   285.121    EM
    19 -0.26434179D+04    0.0224027    0.0000085    216.090   283.910    EM
    20 -0.26433979D+04    0.0200457    0.0000076    217.236   282.764    EM
    21 -0.26433799D+04    0.0179910    0.0000068    218.322   281.678    EM
    22 -0.26433637D+04    0.0161791    0.0000061    219.350   280.650    EM
    23 -0.26433491D+04    0.0145668    0.0000055    220.325   279.675    EM
    24 -0.26433360D+04    0.0131227    0.0000050    221.249   278.751    EM
    25 -0.26433242D+04    0.0118228    0.0000045    222.124   277.876    EM
    26 -0.26433135D+04    0.0106490    0.0000040    222.953   277.047    EM
    27 -0.26433040D+04    0.0095869    0.0000036    223.738   276.262    EM
    28 -0.26432953D+04    0.0086248    0.0000033    224.482   275.518    EM
    29 -0.26432876D+04    0.0077530    0.0000029    225.186   274.814    EM
    30 -0.26432806D+04    0.0069632    0.0000026    225.852   274.148    EM
    31 -0.26432744D+04    0.0062481    0.0000024    226.482   273.518    EM
    32 -0.26432688D+04    0.0056012    0.0000021    227.078   272.922    EM
    33 -0.26432638D+04    0.0050166    0.0000019    227.642   272.358    EM
    34 -0.26432593D+04    0.0044890    0.0000017    228.175   271.825    EM
    35 -0.26432553D+04    0.0040135    0.0000015    228.679   271.321    EM
    36 -0.26432517D+04    0.0035854    0.0000014    229.155   270.845    EM
    37 -0.26432258D+04    0.0258512    0.0000098    238.263   261.737    FS
    38 -0.26432233D+04    0.0025416    0.0000010    236.359   263.641    FS
    39 -0.26432229D+04    0.0003585    0.0000001    237.186   262.814    FS
    40 -0.26432228D+04    0.0000907    0.0000000    236.873   263.127    FS
    41 -0.26432228D+04    0.0000254    0.0000000    237.037   262.963    FS
    42 -0.26432228D+04    0.0000076    0.0000000    236.957   263.043    FS
    43 -0.26432228D+04    0.0000023    0.0000000    237.000   263.000    FS
    44 -0.26432228D+04    0.0000007    0.0000000    236.977   263.023    FS
    45 -0.26432228D+04    0.0000002    0.0000000    236.990   263.010    FS
    46 -0.26432228D+04    0.0000001    0.0000000    236.983   263.017    FS
    47 -0.26432228D+04    0.0000000    0.0000000    236.987   263.013    FS
    48 -0.26432228D+04    0.0000000    0.0000000    236.985   263.015    FS
    49 -0.26432228D+04    0.0000000    0.0000000    236.986   263.014    FS
    50 -0.26432228D+04    0.0000000    0.0000000    236.985   263.015    FS
    51 -0.26432228D+04    0.0000000    0.0000000    236.985   263.015    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


     3 -0.26455068D+04    0.0046527    0.0000018    116.602   383.398    EM
     4 -0.26455058D+04    0.0009923    0.0000004    116.884   383.116    EM
     5 -0.26455048D+04    0.0009929    0.0000004    117.166   382.834    EM
     6 -0.26455038D+04    0.0009945    0.0000004    117.449   382.551    EM
     7 -0.26455028D+04    0.0009971    0.0000004    117.732   382.268    EM
     8 -0.26455018D+04    0.0010007    0.0000004    118.016   381.984    EM
     9 -0.26455008D+04    0.0010053    0.0000004    118.301   381.699    EM
    10 -0.26454998D+04    0.0010109    0.0000004    118.586   381.414    EM
    11 -0.26454988D+04    0.0010175    0.0000004    118.873   381.127    EM
    12 -0.26454978D+04    0.0010251    0.0000004    119.160   380.840    EM
    13 -0.26454967D+04    0.0010336    0.0000004    119.448   380.552    EM
    14 -0.26454957D+04    0.0010432    0.0000004    119.737   380.263    EM
    15 -0.26454946D+04    0.0010537    0.0000004    120.027   379.973    EM
    16 -0.26454936D+04    0.0010653    0.0000004    120.319   379.681    EM
    17 -0.26454925D+04    0.0010778    0.0000004    120.612   379.388    EM
    18 -0.26454914D+04    0.0010914    0.0000004    120.906   379.094    EM
    19 -0.26454903D+04    0.0011061    0.0000004    121.201   378.799    EM
    20 -0.26454892D+04    0.0011218    0.0000004    121.498   378.502    EM
    21 -0.26454880D+04    0.0011385    0.0000004    121.796   378.204    EM
    22 -0.26454869D+04    0.0011564    0.0000004    122.096   377.904    EM
    23 -0.26454857D+04    0.0011755    0.0000004    122.398   377.602    EM
    24 -0.26454845D+04    0.0011956    0.0000005    122.701   377.299    EM
    25 -0.26454833D+04    0.0012170    0.0000005    123.007   376.993    EM
    26 -0.26454821D+04    0.0012396    0.0000005    123.314   376.686    EM
    27 -0.26454808D+04    0.0012635    0.0000005    123.623   376.377    EM
    28 -0.26454795D+04    0.0012886    0.0000005    123.934   376.066    EM
    29 -0.26454782D+04    0.0013151    0.0000005    124.247   375.753    EM
    30 -0.26454768D+04    0.0013430    0.0000005    124.563   375.437    EM
    31 -0.26454755D+04    0.0013723    0.0000005    124.880   375.120    EM
    32 -0.26454741D+04    0.0014031    0.0000005    125.200   374.800    EM
    33 -0.26454726D+04    0.0014354    0.0000005    125.523   374.477    EM
    34 -0.26454712D+04    0.0014694    0.0000006    125.848   374.152    EM
    35 -0.26454697D+04    0.0015050    0.0000006    126.176   373.824    EM
    36 -0.26454681D+04    0.0015423    0.0000006    126.506   373.494    EM
    37 -0.26454665D+04    0.0015815    0.0000006    126.840   373.160    EM
    38 -0.26454649D+04    0.0016225    0.0000006    127.176   372.824    EM
    39 -0.26454632D+04    0.0016655    0.0000006    127.515   372.485    EM
    40 -0.26454615D+04    0.0017105    0.0000006    127.857   372.143    EM
    41 -0.26454598D+04    0.0017577    0.0000007    128.203   371.797    EM
    42 -0.26454580D+04    0.0018071    0.0000007    128.552   371.448    EM
    43 -0.26454561D+04    0.0018588    0.0000007    128.905   371.095    EM
    44 -0.26454542D+04    0.0019130    0.0000007    129.261   370.739    EM
    45 -0.26454522D+04    0.0019697    0.0000007    129.620   370.380    EM
    46 -0.26454502D+04    0.0020292    0.0000008    129.984   370.016    EM
    47 -0.26454481D+04    0.0020914    0.0000008    130.351   369.649    EM
    48 -0.26454460D+04    0.0021566    0.0000008    130.723   369.277    EM
    49 -0.26454437D+04    0.0022249    0.0000008    131.098   368.902    EM
    50 -0.26454414D+04    0.0022965    0.0000009    131.478   368.522    EM
    51 -0.26454391D+04    0.0023714    0.0000009    131.863   368.137    EM
    52 -0.26454366D+04    0.0024500    0.0000009    132.252   367.748    EM
    53 -0.26454341D+04    0.0025324    0.0000010    132.646   367.354    EM
    54 -0.26454315D+04    0.0026188    0.0000010    133.045   366.955    EM
    55 -0.26454288D+04    0.0027093    0.0000010    133.448   366.552    EM
    56 -0.26432228D+04    2.2059618    0.0008339    236.985   263.015    QN
    57 -0.26432228D+04    0.0000000    0.0000000    236.985   263.015    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


     3 -0.26455207D+04    0.0000000    0.0000000      0.000   500.000    EM
     4 -0.26455207D+04    0.0000000    0.0000000      0.000   500.000    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


     3 -0.26455207D+04    0.0000000    0.0000000      0.000   500.000    EM
     4 -0.26455207D+04    0.0000000    0.0000000      0.000   500.000    EM


     Beginning Time:  17:49:26
        Ending Time:  17:49:26
       Elapsed Time:  00:00:00



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