Mplus VERSION 7
MUTHEN & MUTHEN
09/22/2012  11:12 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of GMM with known
  	classes (multiple group analysis)
  DATA:	FILE IS ex8.8.dat;
  VARIABLE:	NAMES ARE g y1-y4 x cg c;
  	USEVARIABLES ARE y1-y4 x;
  	CLASSES = cg (2) c (2);
  	KNOWNCLASS = cg (g = 0 g = 1);
  ANALYSIS: TYPE = MIXTURE;
  MODEL:
  	%OVERALL%
  	i s | y1@0 y2@1 y3@2 y4@3;
  	i s ON x;
  	c ON cg x;
  	%cg#1.c#1%
  	[i*2 s*1];
  	%cg#1.c#2%
  	[i*0 s*0];
  	%cg#2.c#1%
  	[i*3 s*1.5];
  	%cg#2.c#2%
  	[i*1 s*.5];
  OUTPUT:	TECH1 TECH8;



INPUT READING TERMINATED NORMALLY



this is an example of GMM with known
classes (multiple group analysis)

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        1000

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

Observed dependent variables

  Continuous
   Y1          Y2          Y3          Y4

Observed independent variables
   X

Continuous latent variables
   I           S

Categorical latent variables
   CG          C

  Knownclass            CG


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
Parameterization                                             LOGIT

Input data file(s)
  ex8.8.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:

           -7051.578  127215           9
           -7051.578  unperturbed      0
           -7051.578  637345           19
           -7108.086  107446           12



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                       21

Loglikelihood

          H0 Value                       -7051.578
          H0 Scaling Correction Factor      0.9823
            for MLR

Information Criteria

          Akaike (AIC)                   14145.157
          Bayesian (BIC)                 14248.219
          Sample-Size Adjusted BIC       14181.522
            (n* = (n + 2) / 24)



MODEL RESULTS USE THE LATENT CLASS VARIABLE ORDER

   CG  C

  Latent Class Variable Patterns

         CG         C
      Class     Class

         1         1
         1         2
         2         1
         2         2


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

  Latent Class
    Pattern

   1 1        153.65203          0.15365
   1 2        359.34797          0.35935
   2 1        248.20566          0.24821
   2 2        238.79434          0.23879


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

  Latent Class
    Variable    Class

    CG             1       513.00000          0.51300
                   2       487.00000          0.48700
    C              1       401.85770          0.40186
                   2       598.14227          0.59814


LATENT TRANSITION PROBABILITIES BASED ON THE ESTIMATED MODEL

  CG Classes (Rows) by C Classes (Columns)

            1        2

   1     0.300    0.700
   2     0.510    0.490


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

  Latent Class
    Pattern

   1 1        153.65203          0.15365
   1 2        359.34797          0.35935
   2 1        248.20566          0.24821
   2 2        238.79434          0.23879


FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE
BASED ON ESTIMATED POSTERIOR PROBABILITIES

  Latent Class
    Variable    Class

    CG             1       513.00000          0.51300
                   2       487.00000          0.48700
    C              1       401.85770          0.40186
                   2       598.14227          0.59814


CLASSIFICATION QUALITY

     Entropy                         0.886


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN

Class Counts and Proportions

  Latent Class
    Pattern

   1 1              145          0.14500
   1 2              368          0.36800
   2 1              248          0.24800
   2 2              239          0.23900


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

  Latent Class Variable Patterns

  Latent Class         CG         C
   Pattern No.      Class     Class

         1             1         1
         2             1         2
         3             2         1
         4             2         2

           1        2        3        4

    1   0.940    0.060    0.000    0.000
    2   0.047    0.953    0.000    0.000
    3   0.000    0.000    0.928    0.072
    4   0.000    0.000    0.075    0.925


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP
FOR EACH LATENT CLASS VARIABLE

  Latent Class
    Variable    Class

    CG             1             513          0.51300
                   2             487          0.48700
    C              1             393          0.39300
                   2             607          0.60700


MODEL RESULTS

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

Latent Class Pattern 1 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                  0.469      0.046     10.093      0.000

 S          ON
    X                  0.197      0.024      8.067      0.000

 S        WITH
    I                  0.020      0.026      0.776      0.438

 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                  0.111      0.136      0.814      0.415
    S                 -0.117      0.052     -2.266      0.023

 Residual Variances
    Y1                 0.511      0.045     11.333      0.000
    Y2                 0.519      0.029     17.681      0.000
    Y3                 0.452      0.032     13.920      0.000
    Y4                 0.576      0.060      9.564      0.000
    I                  1.017      0.074     13.786      0.000
    S                  0.181      0.017     10.497      0.000

Latent Class Pattern 1 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                  0.469      0.046     10.093      0.000

 S          ON
    X                  0.197      0.024      8.067      0.000

 S        WITH
    I                  0.020      0.026      0.776      0.438

 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                  1.957      0.068     28.671      0.000
    S                  1.048      0.037     28.234      0.000

 Residual Variances
    Y1                 0.511      0.045     11.333      0.000
    Y2                 0.519      0.029     17.681      0.000
    Y3                 0.452      0.032     13.920      0.000
    Y4                 0.576      0.060      9.564      0.000
    I                  1.017      0.074     13.786      0.000
    S                  0.181      0.017     10.497      0.000

Latent Class Pattern 2 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                  0.469      0.046     10.093      0.000

 S          ON
    X                  0.197      0.024      8.067      0.000

 S        WITH
    I                  0.020      0.026      0.776      0.438

 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                  0.981      0.085     11.521      0.000
    S                  0.523      0.045     11.532      0.000

 Residual Variances
    Y1                 0.511      0.045     11.333      0.000
    Y2                 0.519      0.029     17.681      0.000
    Y3                 0.452      0.032     13.920      0.000
    Y4                 0.576      0.060      9.564      0.000
    I                  1.017      0.074     13.786      0.000
    S                  0.181      0.017     10.497      0.000

Latent Class Pattern 2 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                  0.469      0.046     10.093      0.000

 S          ON
    X                  0.197      0.024      8.067      0.000

 S        WITH
    I                  0.020      0.026      0.776      0.438

 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                  2.805      0.093     30.108      0.000
    S                  1.405      0.037     38.315      0.000

 Residual Variances
    Y1                 0.511      0.045     11.333      0.000
    Y2                 0.519      0.029     17.681      0.000
    Y3                 0.452      0.032     13.920      0.000
    Y4                 0.576      0.060      9.564      0.000
    I                  1.017      0.074     13.786      0.000
    S                  0.181      0.017     10.497      0.000

Categorical Latent Variables

 C#1      ON
    CG#1              -1.075      0.217     -4.955      0.000

 C#1        ON
    X                 -1.329      0.136     -9.737      0.000

 Means
    CG#1               0.052      0.063      0.822      0.411
    C#1               -0.060      0.146     -0.415      0.678


LOGISTIC REGRESSION ODDS RATIO RESULTS

Categorical Latent Variables

 C#1      ON
    X                  0.265


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.350E-02
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 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 PATTERN 1 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 PATTERN 2 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                 14            15             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 PATTERN 2 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                 16            17             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)
              CG#1          CG#2          C#1           C#2
              ________      ________      ________      ________
 1                 18             0            19             0


           GAMMA(C)
              X
              ________
 CG#1               0
 CG#2               0
 C#1               20
 C#2                0


           BETA(C)
              CG#1          CG#2
              ________      ________
 C#1               21             0
 C#2                0             0


     STARTING VALUES FOR LATENT CLASS PATTERN 1 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             1.465
 Y2             0.000         2.539
 Y3             0.000         0.000         4.198
 Y4             0.000         0.000         0.000         6.266
 X              0.000         0.000         0.000         0.000         0.000


           ALPHA
              I             S             X
              ________      ________      ________
 1              2.000         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              2.818
 S              0.000         0.674
 X              0.000         0.000         0.512


     STARTING VALUES FOR LATENT CLASS PATTERN 1 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             1.465
 Y2             0.000         2.539
 Y3             0.000         0.000         4.198
 Y4             0.000         0.000         0.000         6.266
 X              0.000         0.000         0.000         0.000         0.000


           ALPHA
              I             S             X
              ________      ________      ________
 1              0.000         0.000         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              2.818
 S              0.000         0.674
 X              0.000         0.000         0.512


     STARTING VALUES FOR LATENT CLASS PATTERN 2 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             1.465
 Y2             0.000         2.539
 Y3             0.000         0.000         4.198
 Y4             0.000         0.000         0.000         6.266
 X              0.000         0.000         0.000         0.000         0.000


           ALPHA
              I             S             X
              ________      ________      ________
 1              3.000         1.500         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              2.818
 S              0.000         0.674
 X              0.000         0.000         0.512


     STARTING VALUES FOR LATENT CLASS PATTERN 2 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             1.465
 Y2             0.000         2.539
 Y3             0.000         0.000         4.198
 Y4             0.000         0.000         0.000         6.266
 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              2.818
 S              0.000         0.674
 X              0.000         0.000         0.512


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


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


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


           BETA(C)
              CG#1          CG#2
              ________      ________
 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 -0.87749770D+04    0.0000000    0.0000000    304.642   208.358    EM
                                                    229.795   257.205
     2 -0.71096629D+04 1665.3141563    0.1897799    308.540   204.460    EM
                                                    231.422   255.578
     3 -0.71022117D+04    7.4512155    0.0010480    317.678   195.322    EM
                                                    231.848   255.152
     4 -0.70934228D+04    8.7888501    0.0012375    327.066   185.934    EM
                                                    232.473   254.527
     5 -0.70828325D+04   10.5903143    0.0014930    335.801   177.199    EM
                                                    233.331   253.669
     6 -0.70715043D+04   11.3282360    0.0015994    343.140   169.860    EM
                                                    234.355   252.645
     7 -0.70617975D+04    9.7068167    0.0013727    348.687   164.313    EM
                                                    235.394   251.606
     8 -0.70556852D+04    6.1122927    0.0008655    352.512   160.488    EM
                                                    236.304   250.696
     9 -0.70529255D+04    2.7596691    0.0003911    354.993   158.007    EM
                                                    237.019   249.981
    10 -0.70519771D+04    0.9484277    0.0001345    356.558   156.442    EM
                                                    237.547   249.453


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21317719D+05    0.0000000    0.0000000    328.290   184.710    EM
                                                    239.662   247.338
     2 -0.71537352D+04 ************    0.6644230    327.138   185.862    EM
                                                    239.640   247.360
     3 -0.71257528D+04   27.9824110    0.0039116    325.975   187.025    EM
                                                    239.586   247.414
     4 -0.71245758D+04    1.1770452    0.0001652    324.698   188.302    EM
                                                    239.541   247.459
     5 -0.71238389D+04    0.7368440    0.0001034    323.301   189.699    EM
                                                    239.504   247.496


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20518517D+05    0.0000000    0.0000000     30.423   482.577    EM
                                                    177.170   309.830
     2 -0.71406287D+04 ************    0.6519910     22.396   490.604    EM
                                                    178.964   308.036
     3 -0.71284779D+04   12.1507728    0.0017016     20.796   492.204    EM
                                                    179.588   307.412
     4 -0.71259733D+04    2.5046238    0.0003514     19.966   493.034    EM
                                                    179.932   307.068
     5 -0.71248908D+04    1.0824408    0.0001519     19.647   493.353    EM
                                                    180.196   306.804
     6 -0.71242978D+04    0.5930800    0.0000832     19.632   493.368    EM
                                                    180.409   306.591


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15006823D+05    0.0000000    0.0000000      1.436   511.564    EM
                                                    234.766   252.234
     2 -0.71517647D+04 7855.0582445    0.5234325     17.663   495.337    EM
                                                    245.118   241.882
     3 -0.71244565D+04   27.3082071    0.0038184     18.674   494.326    EM
                                                    245.149   241.851
     4 -0.71240145D+04    0.4419690    0.0000620     19.685   493.315    EM
                                                    245.158   241.842


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14423089D+05    0.0000000    0.0000000    510.325     2.675    EM
                                                    352.473   134.527
     2 -0.75540343D+04 6869.0546941    0.4762541    487.941    25.059    EM
                                                    434.721    52.279
     3 -0.74375100D+04  116.5242926    0.0154254    486.822    26.178    EM
                                                    434.979    52.021
     4 -0.72053096D+04  232.2003146    0.0312202    485.708    27.292    EM
                                                    435.136    51.864
     5 -0.71252456D+04   80.0640479    0.0111118    484.259    28.741    EM
                                                    435.223    51.777
     6 -0.71233501D+04    1.8955097    0.0002660    482.547    30.453    EM
                                                    435.267    51.733
     7 -0.71228518D+04    0.4982851    0.0000700    480.632    32.368    EM
                                                    435.283    51.717


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13792883D+05    0.0000000    0.0000000    220.888   292.112    EM
                                                    263.180   223.820
     2 -0.71346538D+04 6658.2288061    0.4827293    301.424   211.576    EM
                                                    263.873   223.127
     3 -0.71270140D+04    7.6398274    0.0010708    301.831   211.169    EM
                                                    263.467   223.533
     4 -0.71260914D+04    0.9225757    0.0001294    302.405   210.595    EM
                                                    263.016   223.984


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12646133D+05    0.0000000    0.0000000     79.244   433.756    EM
                                                    119.215   367.785
     2 -0.71456261D+04 5500.5071843    0.4349557     79.847   433.153    EM
                                                    118.523   368.477
     3 -0.71276166D+04   18.0094551    0.0025203     80.989   432.011    EM
                                                    117.713   369.287
     4 -0.71263341D+04    1.2825771    0.0001799     82.100   430.900    EM
                                                    117.090   369.910
     5 -0.71255590D+04    0.7750854    0.0001088     83.236   429.764    EM
                                                    116.694   370.306


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17849893D+05    0.0000000    0.0000000    212.616   300.384    EM
                                                    316.819   170.181
     2 -0.71544827D+04 ************    0.5991862    212.312   300.688    EM
                                                    317.576   169.424
     3 -0.71322333D+04   22.2494537    0.0031099    212.704   300.296    EM
                                                    317.648   169.352
     4 -0.71276510D+04    4.5822622    0.0006425    213.105   299.895    EM
                                                    317.595   169.405
     5 -0.71258961D+04    1.7548949    0.0002462    213.324   299.676    EM
                                                    317.488   169.512
     6 -0.71249424D+04    0.9536672    0.0001338    213.318   299.682    EM
                                                    317.316   169.684


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14741982D+05    0.0000000    0.0000000    253.282   259.718    EM
                                                     92.546   394.454
     2 -0.71643629D+04 7577.6191707    0.5140163    251.450   261.550    EM
                                                     81.478   405.522
     3 -0.71335184D+04   30.8444722    0.0043053    250.317   262.683    EM
                                                     78.699   408.301
     4 -0.71277325D+04    5.7859633    0.0008111    249.545   263.455    EM
                                                     77.391   409.609
     5 -0.71254812D+04    2.2513249    0.0003159    248.900   264.100    EM
                                                     76.641   410.359
     6 -0.71243379D+04    1.1432298    0.0001604    248.322   264.678    EM
                                                     76.181   410.819
     7 -0.71236552D+04    0.6827554    0.0000958    247.777   265.223    EM
                                                     75.893   411.107


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17052269D+05    0.0000000    0.0000000     94.841   418.159    EM
                                                     10.756   476.244
     2 -0.71342987D+04 9917.9701788    0.5816217     88.461   424.539    EM
                                                     12.452   474.548
     3 -0.71278421D+04    6.4565704    0.0009050     84.287   428.713    EM
                                                     13.468   473.532
     4 -0.71257157D+04    2.1264487    0.0002983     81.170   431.830    EM
                                                     13.838   473.162
     5 -0.71244497D+04    1.2659643    0.0001777     78.643   434.357    EM
                                                     13.946   473.054
     6 -0.71233852D+04    1.0645503    0.0001494     76.537   436.463    EM
                                                     13.927   473.073
     7 -0.71223343D+04    1.0508260    0.0001475     74.803   438.197    EM
                                                     13.834   473.166
     8 -0.71212577D+04    1.0766461    0.0001512     73.454   439.546    EM
                                                     13.692   473.308
     9 -0.71201945D+04    1.0631548    0.0001493     72.523   440.477    EM
                                                     13.521   473.479
    10 -0.71192243D+04    0.9702669    0.0001363     72.035   440.965    EM
                                                     13.336   473.664


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12495094D+05    0.0000000    0.0000000    224.924   288.076    EM
                                                    160.832   326.168
     2 -0.71743320D+04 5320.7623771    0.4258281    225.130   287.870    EM
                                                    159.244   327.756
     3 -0.71238987D+04   50.4333335    0.0070297    224.385   288.615    EM
                                                    158.903   328.097
     4 -0.71216002D+04    2.2985299    0.0003227    223.194   289.806    EM
                                                    158.926   328.074
     5 -0.71207524D+04    0.8477500    0.0001190    221.734   291.266    EM
                                                    159.113   327.887


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15195650D+05    0.0000000    0.0000000    438.572    74.428    EM
                                                     73.148   413.852
     2 -0.71556013D+04 8040.0492134    0.5291020    434.104    78.896    EM
                                                     66.524   420.476
     3 -0.71294913D+04   26.1099676    0.0036489    431.814    81.186    EM
                                                     64.503   422.497
     4 -0.71271065D+04    2.3847862    0.0003345    430.149    82.851    EM
                                                     63.465   423.535
     5 -0.71260388D+04    1.0677620    0.0001498    428.738    84.262    EM
                                                     62.868   424.132
     6 -0.71253889D+04    0.6498845    0.0000912    427.481    85.519    EM
                                                     62.507   424.493


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13224163D+05    0.0000000    0.0000000    185.094   327.906    EM
                                                    199.074   287.926
     2 -0.71650756D+04 6059.0870495    0.4581830    183.171   329.829    EM
                                                    198.278   288.722
     3 -0.71259975D+04   39.0780816    0.0054540    180.918   332.082    EM
                                                    198.007   288.993
     4 -0.71223049D+04    3.6926259    0.0005182    178.741   334.259    EM
                                                    197.892   289.108
     5 -0.71206633D+04    1.6415569    0.0002305    176.782   336.218    EM
                                                    197.872   289.128
     6 -0.71195584D+04    1.1049517    0.0001552    175.004   337.996    EM
                                                    197.910   289.090
     7 -0.71187635D+04    0.7948120    0.0001116    173.371   339.629    EM
                                                    197.991   289.009


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11834859D+05    0.0000000    0.0000000     41.003   471.997    EM
                                                      0.014   486.986
     2 -0.71250094D+04 4709.8492492    0.3979641     40.612   472.388    EM
                                                      0.004   486.996
     3 -0.71227310D+04    2.2783860    0.0003198     40.671   472.329    EM
                                                      0.003   486.997
     4 -0.71219408D+04    0.7902176    0.0001109     40.793   472.207    EM
                                                      0.002   486.998


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16877485D+05    0.0000000    0.0000000    165.475   347.525    EM
                                                    405.634    81.366
     2 -0.71415931D+04 9735.8921957    0.5768568    166.943   346.057    EM
                                                    407.738    79.262
     3 -0.71230426D+04   18.5505761    0.0025975    167.444   345.556    EM
                                                    408.467    78.533
     4 -0.71223936D+04    0.6489442    0.0000911    167.862   345.138    EM
                                                    409.005    77.995


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16293460D+05    0.0000000    0.0000000    412.590   100.410    EM
                                                    326.066   160.934
     2 -0.71506750D+04 9142.7853684    0.5611322    413.331    99.669    EM
                                                    325.064   161.936
     3 -0.71260239D+04   24.6510725    0.0034474    413.014    99.986    EM
                                                    324.719   162.281
     4 -0.71256036D+04    0.4203190    0.0000590    412.627   100.373    EM
                                                    324.458   162.542


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15243408D+05    0.0000000    0.0000000    240.334   272.666    EM
                                                    482.059     4.941
     2 -0.71418155D+04 8101.5926010    0.5314817    244.309   268.691    EM
                                                    483.399     3.601
     3 -0.71297688D+04   12.0467225    0.0016868    246.783   266.217    EM
                                                    483.745     3.255
     4 -0.71265414D+04    3.2274294    0.0004527    247.970   265.030    EM
                                                    484.004     2.996
     5 -0.71253626D+04    1.1788212    0.0001654    248.511   264.489    EM
                                                    484.197     2.803
     6 -0.71248787D+04    0.4838187    0.0000679    248.669   264.331    EM
                                                    484.349     2.651


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26024322D+05    0.0000000    0.0000000    279.740   233.260    EM
                                                    249.617   237.383
     2 -0.71774021D+04 ************    0.7242041    283.125   229.875    EM
                                                    249.731   237.269
     3 -0.71237010D+04   53.7011088    0.0074820    285.221   227.779    EM
                                                    249.830   237.170
     4 -0.71208934D+04    2.8075963    0.0003941    287.317   225.683    EM
                                                    249.898   237.102
     5 -0.71199444D+04    0.9490757    0.0001333    289.582   223.418    EM
                                                    249.951   237.049


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22322353D+05    0.0000000    0.0000000    144.436   368.564    EM
                                                    138.258   348.742
     2 -0.71304060D+04 ************    0.6805710    144.523   368.477    EM
                                                    138.502   348.498
     3 -0.71239316D+04    6.4744070    0.0009080    144.592   368.408    EM
                                                    138.537   348.463
     4 -0.71232532D+04    0.6784443    0.0000952    144.686   368.314    EM
                                                    138.518   348.482


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23053538D+05    0.0000000    0.0000000    166.028   346.972    EM
                                                    226.824   260.176
     2 -0.70880459D+04 ************    0.6925398    161.869   351.131    EM
                                                    231.311   255.689
     3 -0.70760454D+04   12.0004996    0.0016931    158.159   354.841    EM
                                                    235.785   251.215
     4 -0.70662788D+04    9.7665988    0.0013802    155.778   357.222    EM
                                                    239.752   247.248
     5 -0.70589054D+04    7.3733441    0.0010435    154.563   358.437    EM
                                                    242.849   244.151
     6 -0.70546189D+04    4.2865356    0.0006073    154.045   358.955    EM
                                                    245.007   241.993
     7 -0.70526828D+04    1.9361064    0.0002744    153.854   359.146    EM
                                                    246.385   240.615
     8 -0.70519549D+04    0.7279046    0.0001032    153.792   359.208    EM
                                                    247.212   239.788


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17918329D+05    0.0000000    0.0000000    237.883   275.117    EM
                                                    237.708   249.292
     2 -0.71369415D+04 ************    0.6016960    222.187   290.813    EM
                                                    239.930   247.070
     3 -0.71228201D+04   14.1213803    0.0019786    217.810   295.190    EM
                                                    239.457   247.543
     4 -0.71215819D+04    1.2382786    0.0001738    213.663   299.337    EM
                                                    238.995   248.005
     5 -0.71206942D+04    0.8876415    0.0001246    209.622   303.378    EM
                                                    238.513   248.487


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


     8 -0.70519549D+04    0.7279046    0.0001032    153.792   359.208    EM
                                                    247.212   239.788
     9 -0.70517060D+04    0.2488870    0.0000353    153.770   359.230    EM
                                                    247.688   239.312
    10 -0.70516228D+04    0.0832235    0.0000118    153.757   359.243    EM
                                                    247.953   239.047
    11 -0.70515944D+04    0.0283968    0.0000040    153.745   359.255    EM
                                                    248.095   238.905
    12 -0.70515843D+04    0.0100550    0.0000014    153.730   359.270    EM
                                                    248.168   238.832
    13 -0.70515806D+04    0.0037002    0.0000005    153.716   359.284    EM
                                                    248.204   238.796
    14 -0.70515792D+04    0.0014092    0.0000002    153.703   359.297    EM
                                                    248.219   238.781
    15 -0.70515786D+04    0.0005528    0.0000001    153.691   359.309    EM
                                                    248.223   238.777
    16 -0.70515784D+04    0.0002225    0.0000000    153.682   359.318    EM
                                                    248.223   238.777
    17 -0.70515783D+04    0.0000917    0.0000000    153.674   359.326    EM
                                                    248.221   238.779
    18 -0.70515783D+04    0.0000386    0.0000000    153.668   359.332    EM
                                                    248.218   238.782
    19 -0.70515783D+04    0.0000165    0.0000000    153.664   359.336    EM
                                                    248.216   238.784
    20 -0.70515783D+04    0.0000072    0.0000000    153.661   359.339    EM
                                                    248.213   238.787
    21 -0.70515783D+04    0.0000032    0.0000000    153.658   359.342    EM
                                                    248.211   238.789
    22 -0.70515783D+04    0.0000014    0.0000000    153.656   359.344    EM
                                                    248.210   238.790
    23 -0.70515783D+04    0.0000007    0.0000000    153.655   359.345    EM
                                                    248.209   238.791
    24 -0.70515783D+04    0.0000003    0.0000000    153.654   359.346    EM
                                                    248.208   238.792
    25 -0.70515783D+04    0.0000001    0.0000000    153.654   359.346    EM
                                                    248.207   238.793
    26 -0.70515783D+04    0.0000001    0.0000000    153.653   359.347    EM
                                                    248.207   238.793
    27 -0.70515783D+04    0.0000000    0.0000000    153.653   359.347    EM
                                                    248.206   238.794
    28 -0.70515783D+04    0.0000000    0.0000000    153.653   359.347    EM
                                                    248.206   238.794
    29 -0.70515783D+04    0.0000000    0.0000000    153.652   359.348    EM
                                                    248.206   238.794
    30 -0.70515783D+04    0.0000000    0.0000000    153.652   359.348    EM
                                                    248.206   238.794


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


    10 -0.70519771D+04    0.9484277    0.0001345    356.558   156.442    EM
                                                    237.547   249.453
    11 -0.70516980D+04    0.2790676    0.0000396    357.541   155.459    EM
                                                    237.923   249.077
    12 -0.70516180D+04    0.0799460    0.0000113    358.164   154.836    EM
                                                    238.188   248.812
    13 -0.70515933D+04    0.0247559    0.0000035    358.564   154.436    EM
                                                    238.372   248.628
    14 -0.70515846D+04    0.0087364    0.0000012    358.824   154.176    EM
                                                    238.500   248.500
    15 -0.70515811D+04    0.0034870    0.0000005    358.996   154.004    EM
                                                    238.589   248.411
    16 -0.70515796D+04    0.0015134    0.0000002    359.110   153.890    EM
                                                    238.651   248.349
    17 -0.70515789D+04    0.0006883    0.0000001    359.187   153.813    EM
                                                    238.695   248.305
    18 -0.70515785D+04    0.0003203    0.0000000    359.238   153.762    EM
                                                    238.725   248.275
    19 -0.70515784D+04    0.0001507    0.0000000    359.273   153.727    EM
                                                    238.746   248.254
    20 -0.70515783D+04    0.0000713    0.0000000    359.297   153.703    EM
                                                    238.760   248.240
    21 -0.70515783D+04    0.0000338    0.0000000    359.313   153.687    EM
                                                    238.771   248.229
    22 -0.70515783D+04    0.0000160    0.0000000    359.324   153.676    EM
                                                    238.778   248.222
    23 -0.70515783D+04    0.0000076    0.0000000    359.332   153.668    EM
                                                    238.783   248.217
    24 -0.70515783D+04    0.0000036    0.0000000    359.337   153.663    EM
                                                    238.786   248.214
    25 -0.70515783D+04    0.0000017    0.0000000    359.340   153.660    EM
                                                    238.789   248.211
    26 -0.70515783D+04    0.0000008    0.0000000    359.343   153.657    EM
                                                    238.790   248.210
    27 -0.70515783D+04    0.0000004    0.0000000    359.344   153.656    EM
                                                    238.792   248.208
    28 -0.70515783D+04    0.0000002    0.0000000    359.346   153.654    EM
                                                    238.792   248.208
    29 -0.70515783D+04    0.0000001    0.0000000    359.346   153.654    EM
                                                    238.793   248.207
    30 -0.70515783D+04    0.0000000    0.0000000    359.347   153.653    EM
                                                    238.793   248.207
    31 -0.70515783D+04    0.0000000    0.0000000    359.347   153.653    EM
                                                    238.794   248.206
    32 -0.70515783D+04    0.0000000    0.0000000    359.347   153.653    EM
                                                    238.794   248.206
    33 -0.70515783D+04    0.0000000    0.0000000    359.348   153.652    EM
                                                    238.794   248.206
    34 -0.70515783D+04    0.0000000    0.0000000    359.348   153.652    EM
                                                    238.794   248.206


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


     7 -0.71187635D+04    0.7948120    0.0001116    173.371   339.629    EM
                                                    197.991   289.009
     8 -0.71181718D+04    0.5917395    0.0000831    171.860   341.140    EM
                                                    198.103   288.897
     9 -0.71177171D+04    0.4547453    0.0000639    170.457   342.543    EM
                                                    198.240   288.760
    10 -0.71173547D+04    0.3623838    0.0000509    169.153   343.847    EM
                                                    198.397   288.603
    11 -0.71170530D+04    0.3017035    0.0000424    167.944   345.056    EM
                                                    198.572   288.428
    12 -0.71167889D+04    0.2640738    0.0000371    166.827   346.173    EM
                                                    198.764   288.236
    13 -0.71165455D+04    0.2434440    0.0000342    165.804   347.196    EM
                                                    198.976   288.024
    14 -0.71163100D+04    0.2354463    0.0000331    164.874   348.126    EM
                                                    199.210   287.790
    15 -0.71160731D+04    0.2368992    0.0000333    164.040   348.960    EM
                                                    199.471   287.529
    16 -0.71158277D+04    0.2454439    0.0000345    163.302   349.698    EM
                                                    199.763   287.237
    17 -0.71155684D+04    0.2592966    0.0000364    162.664   350.336    EM
                                                    200.094   286.906
    18 -0.71152913D+04    0.2770447    0.0000389    162.128   350.872    EM
                                                    200.471   286.529
    19 -0.71149938D+04    0.2974978    0.0000418    161.694   351.306    EM
                                                    200.901   286.099
    20 -0.71146743D+04    0.3195689    0.0000449    161.365   351.635    EM
                                                    201.394   285.606
    21 -0.71143321D+04    0.3421829    0.0000481    161.138   351.862    EM
                                                    201.957   285.043
    22 -0.71139678D+04    0.3642441    0.0000512    161.014   351.986    EM
                                                    202.599   284.401
    23 -0.71135832D+04    0.3845906    0.0000541    160.987   352.013    EM
                                                    203.328   283.672
    24 -0.71131812D+04    0.4020197    0.0000565    161.053   351.947    EM
                                                    204.150   282.850
    25 -0.71127659D+04    0.4153420    0.0000584    161.203   351.797    EM
                                                    205.071   281.929
    26 -0.71123424D+04    0.4234466    0.0000595    161.429   351.571    EM
                                                    206.092   280.908
    27 -0.71119170D+04    0.4254171    0.0000598    161.719   351.281    EM
                                                    207.214   279.786
    28 -0.71114964D+04    0.4206213    0.0000591    162.059   350.941    EM
                                                    208.432   278.568
    29 -0.71110875D+04    0.4088585    0.0000575    162.436   350.564    EM
                                                    209.740   277.260
    30 -0.71106972D+04    0.3903596    0.0000549    162.836   350.164    EM
                                                    211.125   275.875
    31 -0.71103313D+04    0.3658751    0.0000515    163.245   349.755    EM
                                                    212.575   274.425
    32 -0.71099948D+04    0.3365348    0.0000473    163.651   349.349    EM
                                                    214.071   272.929
    33 -0.71096910D+04    0.3038009    0.0000427    164.044   348.956    EM
                                                    215.596   271.404
    34 -0.71094217D+04    0.2692618    0.0000379    164.415   348.585    EM
                                                    217.130   269.870
    35 -0.71091872D+04    0.2344849    0.0000330    164.758   348.242    EM
                                                    218.655   268.345
    36 -0.71089864D+04    0.2008404    0.0000283    165.068   347.932    EM
                                                    220.153   266.847
    37 -0.71085298D+04    0.4566001    0.0000642    169.789   343.211    FS
                                                    252.426   234.574
    38 -0.71082033D+04    0.3264315    0.0000459    166.186   346.814    FS
                                                    234.416   252.584
    39 -0.71081389D+04    0.0644207    0.0000091    168.918   344.082    FS
                                                    243.617   243.383
    40 -0.71081056D+04    0.0332760    0.0000047    167.356   345.644    FS
                                                    238.094   248.906
    41 -0.71080947D+04    0.0109516    0.0000015    168.505   344.495    FS
                                                    241.505   245.495
    42 -0.71080895D+04    0.0052086    0.0000007    167.825   345.175    FS
                                                    239.356   247.644
    43 -0.71080875D+04    0.0020160    0.0000003    168.309   344.691    FS
                                                    240.746   246.254
    44 -0.71080866D+04    0.0009053    0.0000001    168.013   344.987    FS
                                                    239.855   247.145
    45 -0.71080862D+04    0.0003720    0.0000001    168.219   344.781    FS
                                                    240.438   246.562
    46 -0.71080860D+04    0.0001625    0.0000000    168.091   344.909    FS
                                                    240.061   246.939
    47 -0.71080860D+04    0.0000683    0.0000000    168.178   344.822    FS
                                                    240.309   246.691
    48 -0.71080859D+04    0.0000295    0.0000000    168.123   344.877    FS
                                                    240.148   246.852
    49 -0.71080859D+04    0.0000125    0.0000000    168.160   344.840    FS
                                                    240.254   246.746
    50 -0.71080859D+04    0.0000054    0.0000000    168.136   344.864    FS
                                                    240.185   246.815
    51 -0.71080859D+04    0.0000023    0.0000000    168.152   344.848    FS
                                                    240.230   246.770
    52 -0.71080859D+04    0.0000010    0.0000000    168.142   344.858    FS
                                                    240.201   246.799
    53 -0.71080859D+04    0.0000004    0.0000000    168.149   344.851    FS
                                                    240.220   246.780
    54 -0.71080859D+04    0.0000002    0.0000000    168.145   344.855    FS
                                                    240.207   246.793
    55 -0.71080859D+04    0.0000001    0.0000000    168.147   344.853    FS
                                                    240.216   246.784
    56 -0.71080859D+04    0.0000000    0.0000000    168.146   344.854    FS
                                                    240.210   246.790
    57 -0.71080859D+04    0.0000000    0.0000000    168.147   344.853    FS
                                                    240.214   246.786
    58 -0.71080859D+04    0.0000000    0.0000000    168.146   344.854    FS
                                                    240.211   246.789


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


    10 -0.71192243D+04    0.9702669    0.0001363     72.035   440.965    EM
                                                     13.336   473.664
    11 -0.71184187D+04    0.8055653    0.0001132     71.985   441.015    EM
                                                     13.154   473.846
    12 -0.71178031D+04    0.6156312    0.0000865     72.335   440.665    EM
                                                     12.990   474.010
    13 -0.71173527D+04    0.4503828    0.0000633     73.029   439.971    EM
                                                     12.856   474.144
    14 -0.71170191D+04    0.3335373    0.0000469     74.004   438.996    EM
                                                     12.759   474.241
    15 -0.71167572D+04    0.2619426    0.0000368     75.201   437.799    EM
                                                     12.701   474.299
    16 -0.71165360D+04    0.2211764    0.0000311     76.568   436.432    EM
                                                     12.680   474.320
    17 -0.71163384D+04    0.1976499    0.0000278     78.061   434.939    EM
                                                     12.694   474.306
    18 -0.71161560D+04    0.1824219    0.0000256     79.643   433.357    EM
                                                     12.740   474.260
    19 -0.71159854D+04    0.1705778    0.0000240     81.283   431.717    EM
                                                     12.813   474.187
    20 -0.71158256D+04    0.1597589    0.0000225     82.955   430.045    EM
                                                     12.910   474.090
    21 -0.71156766D+04    0.1489750    0.0000209     84.636   428.364    EM
                                                     13.030   473.970
    22 -0.71155387D+04    0.1379431    0.0000194     86.309   426.691    EM
                                                     13.168   473.832
    23 -0.71154120D+04    0.1267216    0.0000178     87.956   425.044    EM
                                                     13.323   473.677
    24 -0.71152965D+04    0.1155155    0.0000162     89.566   423.434    EM
                                                     13.495   473.505
    25 -0.71151919D+04    0.1045703    0.0000147     91.127   421.873    EM
                                                     13.681   473.319
    26 -0.71150978D+04    0.0941078    0.0000132     92.632   420.368    EM
                                                     13.881   473.119
    27 -0.71150135D+04    0.0843077    0.0000118     94.076   418.924    EM
                                                     14.094   472.906
    28 -0.71149382D+04    0.0752900    0.0000106     95.453   417.547    EM
                                                     14.321   472.679
    29 -0.71148711D+04    0.0671200    0.0000094     96.762   416.238    EM
                                                     14.559   472.441
    30 -0.71148112D+04    0.0598168    0.0000084     98.002   414.998    EM
                                                     14.811   472.189
    31 -0.71147579D+04    0.0533662    0.0000075     99.173   413.827    EM
                                                     15.074   471.926
    32 -0.71147102D+04    0.0477283    0.0000067    100.277   412.723    EM
                                                     15.351   471.649
    33 -0.71146673D+04    0.0428488    0.0000060    101.313   411.687    EM
                                                     15.640   471.360
    34 -0.71146286D+04    0.0386660    0.0000054    102.286   410.714    EM
                                                     15.942   471.058
    35 -0.71145935D+04    0.0351156    0.0000049    103.197   409.803    EM
                                                     16.257   470.743
    36 -0.71145614D+04    0.0321348    0.0000045    104.049   408.951    EM
                                                     16.586   470.414
    37 -0.71145317D+04    0.0296647    0.0000042    104.845   408.155    EM
                                                     16.930   470.070
    38 -0.71145041D+04    0.0276512    0.0000039    105.589   407.411    EM
                                                     17.288   469.712
    39 -0.71144780D+04    0.0260465    0.0000037    106.283   406.717    EM
                                                     17.662   469.338
    40 -0.71144532D+04    0.0248085    0.0000035    106.931   406.069    EM
                                                     18.052   468.948
    41 -0.71144293D+04    0.0239011    0.0000034    107.535   405.465    EM
                                                     18.459   468.541
    42 -0.71144060D+04    0.0232944    0.0000033    108.099   404.901    EM
                                                     18.885   468.115
    43 -0.71143831D+04    0.0229638    0.0000032    108.625   404.375    EM
                                                     19.329   467.671
    44 -0.71143602D+04    0.0228900    0.0000032    109.117   403.883    EM
                                                     19.794   467.206
    45 -0.71143371D+04    0.0230590    0.0000032    109.576   403.424    EM
                                                     20.281   466.719
    46 -0.71143136D+04    0.0234614    0.0000033    110.007   402.993    EM
                                                     20.790   466.210
    47 -0.71142896D+04    0.0240927    0.0000034    110.410   402.590    EM
                                                     21.325   465.675
    48 -0.71142646D+04    0.0249530    0.0000035    110.788   402.212    EM
                                                     21.886   465.114
    49 -0.71142386D+04    0.0260473    0.0000037    111.145   401.855    EM
                                                     22.475   464.525
    50 -0.71142112D+04    0.0273853    0.0000038    111.481   401.519    EM
                                                     23.096   463.904
    51 -0.71141822D+04    0.0289824    0.0000041    111.799   401.201    EM
                                                     23.749   463.251
    52 -0.71141513D+04    0.0308594    0.0000043    112.101   400.899    EM
                                                     24.439   462.561
    53 -0.71141183D+04    0.0330439    0.0000046    112.388   400.612    EM
                                                     25.167   461.833
    54 -0.71140827D+04    0.0355709    0.0000050    112.664   400.336    EM
                                                     25.939   461.061
    55 -0.71140442D+04    0.0384841    0.0000054    112.929   400.071    EM
                                                     26.756   460.244
    56 -0.71140024D+04    0.0418378    0.0000059    113.186   399.814    EM
                                                     27.625   459.375
    57 -0.71139567D+04    0.0456986    0.0000064    113.436   399.564    EM
                                                     28.549   458.451
    58 -0.71139065D+04    0.0501488    0.0000070    113.681   399.319    EM
                                                     29.535   457.465
    59 -0.71138513D+04    0.0552895    0.0000078    113.924   399.076    EM
                                                     30.588   456.412
    60 -0.71137900D+04    0.0612458    0.0000086    114.166   398.834    EM
                                                     31.717   455.283
    61 -0.70515783D+04   62.2117453    0.0087452    153.652   359.348    QN
                                                    248.206   238.794
    62 -0.70515783D+04    0.0000000    0.0000000    153.652   359.348    EM
                                                    248.206   238.794


     Beginning Time:  23:12:39
        Ending Time:  23:12:40
       Elapsed Time:  00:00:01



MUTHEN & MUTHEN
3463 Stoner Ave.
Los Angeles, CA  90066

Tel: (310) 391-9971
Fax: (310) 391-8971
Web: www.StatModel.com
Support: Support@StatModel.com

Copyright (c) 1998-2012 Muthen & Muthen

Back to examples