Mplus VERSION 6
MUTHEN & MUTHEN
04/25/2010  11:00 PM

INPUT INSTRUCTIONS

  Title:  app9

          Control3var3.inp

          3-class, specific intercept and y residual variances
                  for last class


          Filename "3c.txi.pd.tnd_v2"
                  prc.hbrown.bmuthen.c1.v2.05032000.dat
                  Hopkins Data, Cohort 1, Version 2, 5/3/00
                  Katherine Masyn
                  Males Only
                  Three-class Analysis for Males, STD/GBG and GBG/GBG Groups
                  Tx as indicator
                  Psi = Diagonal and constrained across class
                          (Quadratic fixed to zero)
                  Theta = non-diagonal and constrained across class

  Data:                File is toca.dat;

  Variable:        Names are PRCID DESGN11F DESGN11S DESGN12F DESGN12S
                      GENDER AGE SCTAA11F SCTAA11S SCTAA12F
                      SCTAA12S SCTAA13S SCTAA14S SCTAA15S SCTAA16S
                      SCTAA17S INTNGRP juvcrt removal classaa yrtx
                      c1-c6;

                  Missing are all (999);

          Useobservations are GENDER==1 AND INTNGRP==11;
                  Usevariables are SCTAA11F SCTAA11S SCTAA12F SCTAA12S SCTAA13S
                                       SCTAA14S SCTAA15S SCTAA16S SCTAA17S;
                  Classes=c(3);


  Analysis:        Type=Mixture Missing;

  Model:        %Overall%

                  ac by SCTAA11F@1 SCTAA11S@1 SCTAA12F@1 SCTAA12S@1 SCTAA13S@1
                          SCTAA14S@1 SCTAA15S@1 SCTAA16S@1 SCTAA17S@1;
                  bc by SCTAA11F@0 SCTAA11S@0.5 SCTAA12F@1 SCTAA12S@1.5
                          SCTAA13S@2.5 SCTAA14S@3.5 SCTAA15S@4.5
                          SCTAA16S@5.5 SCTAA17S@6.5;
                  qc by SCTAA11F@0 SCTAA11S@0.25 SCTAA12F@1 SCTAA12S@2.25
                          SCTAA13S@6.25 SCTAA14S@12.25 SCTAA15S@20.25
                          SCTAA16S@30.25 SCTAA17S@42.25;

                  [ac bc qc];
                  [SCTAA11F@0 SCTAA11S@0 SCTAA12F@0 SCTAA12S@0 SCTAA13S@0
                   SCTAA14S@0 SCTAA15S@0 SCTAA16S@0 SCTAA17S@0];

                  ac;
                  ac with bc@0 (2);
                  ac with qc@0 (3);
                  bc;
                  bc with qc@0 (5);
                  qc@0 (6);


                  SCTAA11F with SCTAA11S;
                  SCTAA12F with SCTAA12S;

                  %c#1%
                  [ac*3.467 bc* qc*];

        !          SCTAA11F-SCTAA17S;
         !         ac;


                  %c#2%
                  [ac*2.364 bc* qc*];

         !         SCTAA11F-SCTAA17S;
          !        ac;


                  %c#3%
                  [ac*1.261 bc* qc*];

                  SCTAA11F-SCTAA17S;
                  ac;


  Output:      patterns standardized residual Tech4 Tech8;



*** WARNING in ANALYSIS command
  Starting with Version 5, TYPE=MISSING is the default for all analyses.
  To obtain listwise deletion, use LISTWISE=ON in the DATA command.
*** WARNING
  Data set contains cases with missing on all variables.
  These cases were not included in the analysis.
  Number of cases with missing on all variables:  1
   2 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS



app9

Control3var3.inp

3-class, specific intercept and y residual variances
for last class


Filename "3c.txi.pd.tnd_v2"
prc.hbrown.bmuthen.c1.v2.05032000.dat
Hopkins Data, Cohort 1, Version 2, 5/3/00
Katherine Masyn
Males Only
Three-class Analysis for Males, STD/GBG and GBG/GBG Groups
Tx as indicator
Psi = Diagonal and constrained across class
(Quadratic fixed to zero)
Theta = non-diagonal and constrained across class

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                          80

Number of dependent variables                                    9
Number of independent variables                                  0
Number of continuous latent variables                            3
Number of categorical latent variables                           1

Observed dependent variables

  Continuous
   SCTAA11F    SCTAA11S    SCTAA12F    SCTAA12S    SCTAA13S    SCTAA14S
   SCTAA15S    SCTAA16S    SCTAA17S

Continuous latent variables
   AC          BC          QC

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
Maximum number of iterations for H1                           2000
Convergence criterion for H1                             0.100D-03
Optimization algorithm                                         EMA
Random Starts Specifications
  Number of initial stage random starts                         10
  Number of final stage optimizations                            2
  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)
  toca.dat
Input data format  FREE


SUMMARY OF DATA

     Number of missing data patterns            44
     Number of y missing data patterns          44
     Number of u missing data patterns           0


SUMMARY OF MISSING DATA PATTERNS


     MISSING DATA PATTERNS FOR Y (x = not missing)

           1  2  3  4  5  6  7  8  9 10 11 12 13 14 15 16 17 18 19 20
 SCTAA11F  x  x  x  x     x  x  x     x  x     x  x     x  x  x  x  x
 SCTAA11S  x           x        x  x     x        x  x  x  x        x
 SCTAA12F  x  x        x  x              x     x     x  x
 SCTAA12S  x           x  x              x  x  x  x  x  x     x
 SCTAA13S  x  x        x  x              x     x  x  x           x
 SCTAA14S  x  x  x  x  x        x  x     x     x     x     x  x  x
 SCTAA15S  x  x  x  x  x        x  x     x  x  x     x        x
 SCTAA16S  x  x  x     x     x  x  x        x  x     x        x  x
 SCTAA17S  x  x  x              x           x  x     x        x

          21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40
 SCTAA11F  x        x  x  x  x  x  x  x  x  x  x  x     x  x     x  x
 SCTAA11S        x  x  x     x  x  x  x  x              x  x  x  x  x
 SCTAA12F              x     x     x  x  x  x  x  x  x  x  x  x  x
 SCTAA12S           x  x     x     x  x     x     x     x  x  x
 SCTAA13S           x                 x     x     x     x  x  x
 SCTAA14S  x     x  x        x  x  x     x  x  x  x  x  x  x     x
 SCTAA15S           x  x           x  x     x  x     x     x  x  x
 SCTAA16S  x  x     x  x  x  x  x  x  x     x  x  x  x  x  x  x  x  x
 SCTAA17S  x  x     x  x  x  x  x  x  x        x     x  x     x  x

          41 42 43 44
 SCTAA11F  x     x  x
 SCTAA11S  x        x
 SCTAA12F  x  x  x
 SCTAA12S  x     x
 SCTAA13S  x     x  x
 SCTAA14S        x  x
 SCTAA15S           x
 SCTAA16S     x     x
 SCTAA17S           x


     MISSING DATA PATTERN FREQUENCIES FOR Y

    Pattern   Frequency     Pattern   Frequency     Pattern   Frequency
          1          21          16           1          31           1
          2           1          17           1          32           1
          3           3          18           1          33           1
          4           1          19           1          34           1
          5           1          20           4          35           1
          6           1          21           1          36           1
          7           1          22           2          37           1
          8           3          23           1          38           1
          9           1          24           1          39           1
         10           2          25           1          40           1
         11           3          26           1          41           1
         12           1          27           1          42           1
         13           4          28           1          43           1
         14           1          29           1          44           1
         15           2          30           2


COVARIANCE COVERAGE OF DATA

Minimum covariance coverage value   0.100


     PROPORTION OF DATA PRESENT FOR Y


           Covariance Coverage
              SCTAA11F      SCTAA11S      SCTAA12F      SCTAA12S      SCTAA13S
              ________      ________      ________      ________      ________
 SCTAA11F       0.863
 SCTAA11S       0.600         0.675
 SCTAA12F       0.562         0.487         0.637
 SCTAA12S       0.550         0.487         0.562         0.613
 SCTAA13S       0.525         0.450         0.525         0.537         0.575
 SCTAA14S       0.662         0.525         0.537         0.500         0.500
 SCTAA15S       0.588         0.500         0.525         0.512         0.487
 SCTAA16S       0.650         0.512         0.537         0.512         0.487
 SCTAA17S       0.575         0.463         0.475         0.463         0.425


           Covariance Coverage
              SCTAA14S      SCTAA15S      SCTAA16S      SCTAA17S
              ________      ________      ________      ________
 SCTAA14S       0.738
 SCTAA15S       0.613         0.675
 SCTAA16S       0.637         0.625         0.775
 SCTAA17S       0.562         0.575         0.662         0.662


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

2 perturbed starting value run(s) did not converge in the initial stage
optimizations.

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

            -559.269  415931           10
            -559.817  unperturbed      0



     WARNING:  WHEN ESTIMATING A MODEL WITH MORE THAN TWO CLASSES, IT MAY BE
     NECESSARY TO INCREASE THE NUMBER OF RANDOM STARTS USING THE STARTS OPTION
     TO AVOID LOCAL MAXIMA.


     WARNING:  THE BEST LOGLIKELIHOOD VALUE WAS NOT REPLICATED.  THE
     SOLUTION MAY NOT BE TRUSTWORTHY DUE TO LOCAL MAXIMA.  INCREASE THE
     NUMBER OF RANDOM STARTS.


THE MODEL ESTIMATION TERMINATED NORMALLY



TESTS OF MODEL FIT

Loglikelihood

          H0 Value                        -559.269
          H0 Scaling Correction Factor       0.968
            for MLR

Information Criteria

          Number of Free Parameters             34
          Akaike (AIC)                    1186.538
          Bayesian (BIC)                  1267.527
          Sample-Size Adjusted BIC        1160.312
            (n* = (n + 2) / 24)



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

    Latent
   Classes

       1         35.84915          0.44811
       2         10.60709          0.13259
       3         33.54377          0.41930


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

    Latent
   Classes

       1         35.84915          0.44811
       2         10.60708          0.13259
       3         33.54377          0.41930


CLASSIFICATION QUALITY

     Entropy                         0.839


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP

Class Counts and Proportions

    Latent
   Classes

       1               34          0.42500
       2               10          0.12500
       3               36          0.45000


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

           1        2        3

    1   0.967    0.029    0.004
    2   0.095    0.904    0.000
    3   0.056    0.016    0.928


MODEL RESULTS

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

Latent Class 1

 AC       BY
    SCTAA11F           1.000      0.000    999.000    999.000
    SCTAA11S           1.000      0.000    999.000    999.000
    SCTAA12F           1.000      0.000    999.000    999.000
    SCTAA12S           1.000      0.000    999.000    999.000
    SCTAA13S           1.000      0.000    999.000    999.000
    SCTAA14S           1.000      0.000    999.000    999.000
    SCTAA15S           1.000      0.000    999.000    999.000
    SCTAA16S           1.000      0.000    999.000    999.000
    SCTAA17S           1.000      0.000    999.000    999.000

 BC       BY
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.500      0.000    999.000    999.000
    SCTAA12F           1.000      0.000    999.000    999.000
    SCTAA12S           1.500      0.000    999.000    999.000
    SCTAA13S           2.500      0.000    999.000    999.000
    SCTAA14S           3.500      0.000    999.000    999.000
    SCTAA15S           4.500      0.000    999.000    999.000
    SCTAA16S           5.500      0.000    999.000    999.000
    SCTAA17S           6.500      0.000    999.000    999.000

 QC       BY
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.250      0.000    999.000    999.000
    SCTAA12F           1.000      0.000    999.000    999.000
    SCTAA12S           2.250      0.000    999.000    999.000
    SCTAA13S           6.250      0.000    999.000    999.000
    SCTAA14S          12.250      0.000    999.000    999.000
    SCTAA15S          20.250      0.000    999.000    999.000
    SCTAA16S          30.250      0.000    999.000    999.000
    SCTAA17S          42.250      0.000    999.000    999.000

 AC       WITH
    BC                 0.000      0.000    999.000    999.000
    QC                 0.000      0.000    999.000    999.000

 BC       WITH
    QC                 0.000      0.000    999.000    999.000

 SCTAA11F WITH
    SCTAA11S           0.149      0.046      3.216      0.001

 SCTAA12F WITH
    SCTAA12S           0.124      0.034      3.673      0.000

 Means
    AC                 3.053      0.197     15.478      0.000
    BC                 0.004      0.101      0.038      0.970
    QC                -0.013      0.016     -0.795      0.427

 Intercepts
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.000      0.000    999.000    999.000
    SCTAA12F           0.000      0.000    999.000    999.000
    SCTAA12S           0.000      0.000    999.000    999.000
    SCTAA13S           0.000      0.000    999.000    999.000
    SCTAA14S           0.000      0.000    999.000    999.000
    SCTAA15S           0.000      0.000    999.000    999.000
    SCTAA16S           0.000      0.000    999.000    999.000
    SCTAA17S           0.000      0.000    999.000    999.000

 Variances
    AC                 0.423      0.129      3.269      0.001
    BC                 0.008      0.003      2.722      0.006
    QC                 0.000      0.000    999.000    999.000

 Residual Variances
    SCTAA11F           0.525      0.169      3.113      0.002
    SCTAA11S           0.284      0.087      3.260      0.001
    SCTAA12F           0.586      0.171      3.427      0.001
    SCTAA12S           0.372      0.099      3.758      0.000
    SCTAA13S           0.829      0.179      4.620      0.000
    SCTAA14S           0.791      0.169      4.691      0.000
    SCTAA15S           0.837      0.219      3.824      0.000
    SCTAA16S           0.797      0.200      3.982      0.000
    SCTAA17S           0.884      0.264      3.346      0.001

Latent Class 2

 AC       BY
    SCTAA11F           1.000      0.000    999.000    999.000
    SCTAA11S           1.000      0.000    999.000    999.000
    SCTAA12F           1.000      0.000    999.000    999.000
    SCTAA12S           1.000      0.000    999.000    999.000
    SCTAA13S           1.000      0.000    999.000    999.000
    SCTAA14S           1.000      0.000    999.000    999.000
    SCTAA15S           1.000      0.000    999.000    999.000
    SCTAA16S           1.000      0.000    999.000    999.000
    SCTAA17S           1.000      0.000    999.000    999.000

 BC       BY
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.500      0.000    999.000    999.000
    SCTAA12F           1.000      0.000    999.000    999.000
    SCTAA12S           1.500      0.000    999.000    999.000
    SCTAA13S           2.500      0.000    999.000    999.000
    SCTAA14S           3.500      0.000    999.000    999.000
    SCTAA15S           4.500      0.000    999.000    999.000
    SCTAA16S           5.500      0.000    999.000    999.000
    SCTAA17S           6.500      0.000    999.000    999.000

 QC       BY
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.250      0.000    999.000    999.000
    SCTAA12F           1.000      0.000    999.000    999.000
    SCTAA12S           2.250      0.000    999.000    999.000
    SCTAA13S           6.250      0.000    999.000    999.000
    SCTAA14S          12.250      0.000    999.000    999.000
    SCTAA15S          20.250      0.000    999.000    999.000
    SCTAA16S          30.250      0.000    999.000    999.000
    SCTAA17S          42.250      0.000    999.000    999.000

 AC       WITH
    BC                 0.000      0.000    999.000    999.000
    QC                 0.000      0.000    999.000    999.000

 BC       WITH
    QC                 0.000      0.000    999.000    999.000

 SCTAA11F WITH
    SCTAA11S           0.149      0.046      3.216      0.001

 SCTAA12F WITH
    SCTAA12S           0.124      0.034      3.673      0.000

 Means
    AC                 1.497      0.165      9.064      0.000
    BC                 0.904      0.217      4.164      0.000
    QC                -0.081      0.029     -2.746      0.006

 Intercepts
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.000      0.000    999.000    999.000
    SCTAA12F           0.000      0.000    999.000    999.000
    SCTAA12S           0.000      0.000    999.000    999.000
    SCTAA13S           0.000      0.000    999.000    999.000
    SCTAA14S           0.000      0.000    999.000    999.000
    SCTAA15S           0.000      0.000    999.000    999.000
    SCTAA16S           0.000      0.000    999.000    999.000
    SCTAA17S           0.000      0.000    999.000    999.000

 Variances
    AC                 0.423      0.129      3.269      0.001
    BC                 0.008      0.003      2.722      0.006
    QC                 0.000      0.000    999.000    999.000

 Residual Variances
    SCTAA11F           0.525      0.169      3.113      0.002
    SCTAA11S           0.284      0.087      3.260      0.001
    SCTAA12F           0.586      0.171      3.427      0.001
    SCTAA12S           0.372      0.099      3.758      0.000
    SCTAA13S           0.829      0.179      4.620      0.000
    SCTAA14S           0.791      0.169      4.691      0.000
    SCTAA15S           0.837      0.219      3.824      0.000
    SCTAA16S           0.797      0.200      3.982      0.000
    SCTAA17S           0.884      0.264      3.346      0.001

Latent Class 3

 AC       BY
    SCTAA11F           1.000      0.000    999.000    999.000
    SCTAA11S           1.000      0.000    999.000    999.000
    SCTAA12F           1.000      0.000    999.000    999.000
    SCTAA12S           1.000      0.000    999.000    999.000
    SCTAA13S           1.000      0.000    999.000    999.000
    SCTAA14S           1.000      0.000    999.000    999.000
    SCTAA15S           1.000      0.000    999.000    999.000
    SCTAA16S           1.000      0.000    999.000    999.000
    SCTAA17S           1.000      0.000    999.000    999.000

 BC       BY
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.500      0.000    999.000    999.000
    SCTAA12F           1.000      0.000    999.000    999.000
    SCTAA12S           1.500      0.000    999.000    999.000
    SCTAA13S           2.500      0.000    999.000    999.000
    SCTAA14S           3.500      0.000    999.000    999.000
    SCTAA15S           4.500      0.000    999.000    999.000
    SCTAA16S           5.500      0.000    999.000    999.000
    SCTAA17S           6.500      0.000    999.000    999.000

 QC       BY
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.250      0.000    999.000    999.000
    SCTAA12F           1.000      0.000    999.000    999.000
    SCTAA12S           2.250      0.000    999.000    999.000
    SCTAA13S           6.250      0.000    999.000    999.000
    SCTAA14S          12.250      0.000    999.000    999.000
    SCTAA15S          20.250      0.000    999.000    999.000
    SCTAA16S          30.250      0.000    999.000    999.000
    SCTAA17S          42.250      0.000    999.000    999.000

 AC       WITH
    BC                 0.000      0.000    999.000    999.000
    QC                 0.000      0.000    999.000    999.000

 BC       WITH
    QC                 0.000      0.000    999.000    999.000

 SCTAA11F WITH
    SCTAA11S           0.149      0.046      3.216      0.001

 SCTAA12F WITH
    SCTAA12S           0.124      0.034      3.673      0.000

 Means
    AC                 1.629      0.069     23.599      0.000
    BC                -0.032      0.055     -0.575      0.566
    QC                 0.003      0.008      0.410      0.682

 Intercepts
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.000      0.000    999.000    999.000
    SCTAA12F           0.000      0.000    999.000    999.000
    SCTAA12S           0.000      0.000    999.000    999.000
    SCTAA13S           0.000      0.000    999.000    999.000
    SCTAA14S           0.000      0.000    999.000    999.000
    SCTAA15S           0.000      0.000    999.000    999.000
    SCTAA16S           0.000      0.000    999.000    999.000
    SCTAA17S           0.000      0.000    999.000    999.000

 Variances
    AC                 0.011      0.029      0.385      0.700
    BC                 0.008      0.003      2.722      0.006
    QC                 0.000      0.000    999.000    999.000

 Residual Variances
    SCTAA11F           0.146      0.044      3.278      0.001
    SCTAA11S           0.209      0.056      3.753      0.000
    SCTAA12F           0.229      0.061      3.745      0.000
    SCTAA12S           0.174      0.046      3.753      0.000
    SCTAA13S           0.179      0.082      2.191      0.028
    SCTAA14S           0.398      0.240      1.658      0.097
    SCTAA15S           0.241      0.138      1.746      0.081
    SCTAA16S           0.058      0.022      2.699      0.007
    SCTAA17S           0.006      0.019      0.309      0.757

Categorical Latent Variables

 Means
    C#1                0.066      0.280      0.238      0.812
    C#2               -1.151      0.427     -2.696      0.007


STANDARDIZED MODEL RESULTS


STDYX Standardization

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

Latent Class 1

 AC       BY
    SCTAA11F           0.668      0.088      7.587      0.000
    SCTAA11S           0.772      0.066     11.663      0.000
    SCTAA12F           0.645      0.087      7.423      0.000
    SCTAA12S           0.722      0.056     12.824      0.000
    SCTAA13S           0.570      0.075      7.648      0.000
    SCTAA14S           0.569      0.070      8.105      0.000
    SCTAA15S           0.547      0.077      7.064      0.000
    SCTAA16S           0.541      0.076      7.072      0.000
    SCTAA17S           0.510      0.064      7.999      0.000

 BC       BY
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.051      0.011      4.702      0.000
    SCTAA12F           0.086      0.018      4.748      0.000
    SCTAA12S           0.144      0.032      4.579      0.000
    SCTAA13S           0.190      0.038      4.977      0.000
    SCTAA14S           0.265      0.051      5.200      0.000
    SCTAA15S           0.328      0.063      5.241      0.000
    SCTAA16S           0.396      0.068      5.793      0.000
    SCTAA17S           0.442      0.079      5.566      0.000

 QC       BY
    SCTAA11F         999.000    999.000    999.000    999.000
    SCTAA11S         999.000    999.000    999.000    999.000
    SCTAA12F         999.000    999.000    999.000    999.000
    SCTAA12S         999.000    999.000    999.000    999.000
    SCTAA13S         999.000    999.000    999.000    999.000
    SCTAA14S         999.000    999.000    999.000    999.000
    SCTAA15S         999.000    999.000    999.000    999.000
    SCTAA16S         999.000    999.000    999.000    999.000
    SCTAA17S         999.000    999.000    999.000    999.000

 AC       WITH
    BC                 0.000      0.000    999.000    999.000
    QC               999.000    999.000    999.000    999.000

 BC       WITH
    QC               999.000    999.000    999.000    999.000

 SCTAA11F WITH
    SCTAA11S           0.386      0.109      3.550      0.000

 SCTAA12F WITH
    SCTAA12S           0.265      0.075      3.526      0.000

 Means
    AC                 4.696      0.657      7.147      0.000
    BC                 0.044      1.162      0.038      0.970
    QC               999.000    999.000    999.000    999.000

 Intercepts
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.000      0.000    999.000    999.000
    SCTAA12F           0.000      0.000    999.000    999.000
    SCTAA12S           0.000      0.000    999.000    999.000
    SCTAA13S           0.000      0.000    999.000    999.000
    SCTAA14S           0.000      0.000    999.000    999.000
    SCTAA15S           0.000      0.000    999.000    999.000
    SCTAA16S           0.000      0.000    999.000    999.000
    SCTAA17S           0.000      0.000    999.000    999.000

 Variances
    AC                 1.000      0.000    999.000    999.000
    BC                 1.000      0.000    999.000    999.000
    QC               999.000    999.000    999.000    999.000

 Residual Variances
    SCTAA11F           0.554      0.118      4.709      0.000
    SCTAA11S           0.401      0.102      3.930      0.000
    SCTAA12F           0.577      0.112      5.137      0.000
    SCTAA12S           0.458      0.080      5.746      0.000
    SCTAA13S           0.639      0.085      7.487      0.000
    SCTAA14S           0.606      0.079      7.636      0.000
    SCTAA15S           0.593      0.091      6.530      0.000
    SCTAA16S           0.551      0.088      6.292      0.000
    SCTAA17S           0.544      0.080      6.780      0.000

Latent Class 2

 AC       BY
    SCTAA11F           0.668      0.088      7.587      0.000
    SCTAA11S           0.772      0.066     11.663      0.000
    SCTAA12F           0.645      0.087      7.423      0.000
    SCTAA12S           0.722      0.056     12.824      0.000
    SCTAA13S           0.570      0.075      7.648      0.000
    SCTAA14S           0.569      0.070      8.105      0.000
    SCTAA15S           0.547      0.077      7.064      0.000
    SCTAA16S           0.541      0.076      7.072      0.000
    SCTAA17S           0.510      0.064      7.999      0.000

 BC       BY
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.051      0.011      4.702      0.000
    SCTAA12F           0.086      0.018      4.748      0.000
    SCTAA12S           0.144      0.032      4.579      0.000
    SCTAA13S           0.190      0.038      4.977      0.000
    SCTAA14S           0.265      0.051      5.200      0.000
    SCTAA15S           0.328      0.063      5.241      0.000
    SCTAA16S           0.396      0.068      5.793      0.000
    SCTAA17S           0.442      0.079      5.566      0.000

 QC       BY
    SCTAA11F         999.000    999.000    999.000    999.000
    SCTAA11S         999.000    999.000    999.000    999.000
    SCTAA12F         999.000    999.000    999.000    999.000
    SCTAA12S         999.000    999.000    999.000    999.000
    SCTAA13S         999.000    999.000    999.000    999.000
    SCTAA14S         999.000    999.000    999.000    999.000
    SCTAA15S         999.000    999.000    999.000    999.000
    SCTAA16S         999.000    999.000    999.000    999.000
    SCTAA17S         999.000    999.000    999.000    999.000

 AC       WITH
    BC                 0.000      0.000    999.000    999.000
    QC               999.000    999.000    999.000    999.000

 BC       WITH
    QC               999.000    999.000    999.000    999.000

 SCTAA11F WITH
    SCTAA11S           0.386      0.109      3.550      0.000

 SCTAA12F WITH
    SCTAA12S           0.265      0.075      3.526      0.000

 Means
    AC                 2.303      0.431      5.345      0.000
    BC                10.434      3.136      3.327      0.001
    QC               999.000    999.000    999.000    999.000

 Intercepts
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.000      0.000    999.000    999.000
    SCTAA12F           0.000      0.000    999.000    999.000
    SCTAA12S           0.000      0.000    999.000    999.000
    SCTAA13S           0.000      0.000    999.000    999.000
    SCTAA14S           0.000      0.000    999.000    999.000
    SCTAA15S           0.000      0.000    999.000    999.000
    SCTAA16S           0.000      0.000    999.000    999.000
    SCTAA17S           0.000      0.000    999.000    999.000

 Variances
    AC                 1.000      0.000    999.000    999.000
    BC                 1.000      0.000    999.000    999.000
    QC               999.000    999.000    999.000    999.000

 Residual Variances
    SCTAA11F           0.554      0.118      4.709      0.000
    SCTAA11S           0.401      0.102      3.930      0.000
    SCTAA12F           0.577      0.112      5.137      0.000
    SCTAA12S           0.458      0.080      5.746      0.000
    SCTAA13S           0.639      0.085      7.487      0.000
    SCTAA14S           0.606      0.079      7.636      0.000
    SCTAA15S           0.593      0.091      6.530      0.000
    SCTAA16S           0.551      0.088      6.292      0.000
    SCTAA17S           0.544      0.080      6.780      0.000

Latent Class 3

 AC       BY
    SCTAA11F           0.266      0.333      0.800      0.424
    SCTAA11S           0.224      0.271      0.825      0.409
    SCTAA12F           0.212      0.249      0.852      0.394
    SCTAA12S           0.235      0.295      0.797      0.426
    SCTAA13S           0.217      0.285      0.760      0.447
    SCTAA14S           0.149      0.208      0.717      0.473
    SCTAA15S           0.166      0.222      0.746      0.455
    SCTAA16S           0.194      0.255      0.761      0.447
    SCTAA17S           0.183      0.245      0.746      0.456

 BC       BY
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.092      0.023      4.017      0.000
    SCTAA12F           0.174      0.043      4.098      0.000
    SCTAA12S           0.289      0.071      4.070      0.000
    SCTAA13S           0.445      0.093      4.800      0.000
    SCTAA14S           0.428      0.112      3.822      0.000
    SCTAA15S           0.613      0.102      6.013      0.000
    SCTAA16S           0.875      0.075     11.629      0.000
    SCTAA17S           0.974      0.050     19.428      0.000

 QC       BY
    SCTAA11F         999.000    999.000    999.000    999.000
    SCTAA11S         999.000    999.000    999.000    999.000
    SCTAA12F         999.000    999.000    999.000    999.000
    SCTAA12S         999.000    999.000    999.000    999.000
    SCTAA13S         999.000    999.000    999.000    999.000
    SCTAA14S         999.000    999.000    999.000    999.000
    SCTAA15S         999.000    999.000    999.000    999.000
    SCTAA16S         999.000    999.000    999.000    999.000
    SCTAA17S         999.000    999.000    999.000    999.000

 AC       WITH
    BC                 0.000      0.000    999.000    999.000
    QC               999.000    999.000    999.000    999.000

 BC       WITH
    QC               999.000    999.000    999.000    999.000

 SCTAA11F WITH
    SCTAA11S           0.854      0.063     13.524      0.000

 SCTAA12F WITH
    SCTAA12S           0.621      0.111      5.609      0.000

 Means
    AC                15.438     19.877      0.777      0.437
    BC                -0.367      0.664     -0.553      0.580
    QC               999.000    999.000    999.000    999.000

 Intercepts
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.000      0.000    999.000    999.000
    SCTAA12F           0.000      0.000    999.000    999.000
    SCTAA12S           0.000      0.000    999.000    999.000
    SCTAA13S           0.000      0.000    999.000    999.000
    SCTAA14S           0.000      0.000    999.000    999.000
    SCTAA15S           0.000      0.000    999.000    999.000
    SCTAA16S           0.000      0.000    999.000    999.000
    SCTAA17S           0.000      0.000    999.000    999.000

 Variances
    AC                 1.000      0.000    999.000    999.000
    BC                 1.000      0.000    999.000    999.000
    QC               999.000    999.000    999.000    999.000

 Residual Variances
    SCTAA11F           0.929      0.177      5.235      0.000
    SCTAA11S           0.941      0.119      7.915      0.000
    SCTAA12F           0.925      0.094      9.860      0.000
    SCTAA12S           0.861      0.125      6.865      0.000
    SCTAA13S           0.755      0.129      5.839      0.000
    SCTAA14S           0.794      0.121      6.576      0.000
    SCTAA15S           0.597      0.131      4.550      0.000
    SCTAA16S           0.197      0.078      2.510      0.012
    SCTAA17S           0.017      0.055      0.314      0.754


STDY Standardization

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

Latent Class 1

 AC       BY
    SCTAA11F           0.668      0.088      7.587      0.000
    SCTAA11S           0.772      0.066     11.663      0.000
    SCTAA12F           0.645      0.087      7.423      0.000
    SCTAA12S           0.722      0.056     12.824      0.000
    SCTAA13S           0.570      0.075      7.648      0.000
    SCTAA14S           0.569      0.070      8.105      0.000
    SCTAA15S           0.547      0.077      7.064      0.000
    SCTAA16S           0.541      0.076      7.072      0.000
    SCTAA17S           0.510      0.064      7.999      0.000

 BC       BY
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.051      0.011      4.702      0.000
    SCTAA12F           0.086      0.018      4.748      0.000
    SCTAA12S           0.144      0.032      4.579      0.000
    SCTAA13S           0.190      0.038      4.977      0.000
    SCTAA14S           0.265      0.051      5.200      0.000
    SCTAA15S           0.328      0.063      5.241      0.000
    SCTAA16S           0.396      0.068      5.793      0.000
    SCTAA17S           0.442      0.079      5.566      0.000

 QC       BY
    SCTAA11F         999.000    999.000    999.000    999.000
    SCTAA11S         999.000    999.000    999.000    999.000
    SCTAA12F         999.000    999.000    999.000    999.000
    SCTAA12S         999.000    999.000    999.000    999.000
    SCTAA13S         999.000    999.000    999.000    999.000
    SCTAA14S         999.000    999.000    999.000    999.000
    SCTAA15S         999.000    999.000    999.000    999.000
    SCTAA16S         999.000    999.000    999.000    999.000
    SCTAA17S         999.000    999.000    999.000    999.000

 AC       WITH
    BC                 0.000      0.000    999.000    999.000
    QC               999.000    999.000    999.000    999.000

 BC       WITH
    QC               999.000    999.000    999.000    999.000

 SCTAA11F WITH
    SCTAA11S           0.386      0.109      3.550      0.000

 SCTAA12F WITH
    SCTAA12S           0.265      0.075      3.526      0.000

 Means
    AC                 4.696      0.657      7.147      0.000
    BC                 0.044      1.162      0.038      0.970
    QC               999.000    999.000    999.000    999.000

 Intercepts
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.000      0.000    999.000    999.000
    SCTAA12F           0.000      0.000    999.000    999.000
    SCTAA12S           0.000      0.000    999.000    999.000
    SCTAA13S           0.000      0.000    999.000    999.000
    SCTAA14S           0.000      0.000    999.000    999.000
    SCTAA15S           0.000      0.000    999.000    999.000
    SCTAA16S           0.000      0.000    999.000    999.000
    SCTAA17S           0.000      0.000    999.000    999.000

 Variances
    AC                 1.000      0.000    999.000    999.000
    BC                 1.000      0.000    999.000    999.000
    QC               999.000    999.000    999.000    999.000

 Residual Variances
    SCTAA11F           0.554      0.118      4.709      0.000
    SCTAA11S           0.401      0.102      3.930      0.000
    SCTAA12F           0.577      0.112      5.137      0.000
    SCTAA12S           0.458      0.080      5.746      0.000
    SCTAA13S           0.639      0.085      7.487      0.000
    SCTAA14S           0.606      0.079      7.636      0.000
    SCTAA15S           0.593      0.091      6.530      0.000
    SCTAA16S           0.551      0.088      6.292      0.000
    SCTAA17S           0.544      0.080      6.780      0.000

Latent Class 2

 AC       BY
    SCTAA11F           0.668      0.088      7.587      0.000
    SCTAA11S           0.772      0.066     11.663      0.000
    SCTAA12F           0.645      0.087      7.423      0.000
    SCTAA12S           0.722      0.056     12.824      0.000
    SCTAA13S           0.570      0.075      7.648      0.000
    SCTAA14S           0.569      0.070      8.105      0.000
    SCTAA15S           0.547      0.077      7.064      0.000
    SCTAA16S           0.541      0.076      7.072      0.000
    SCTAA17S           0.510      0.064      7.999      0.000

 BC       BY
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.051      0.011      4.702      0.000
    SCTAA12F           0.086      0.018      4.748      0.000
    SCTAA12S           0.144      0.032      4.579      0.000
    SCTAA13S           0.190      0.038      4.977      0.000
    SCTAA14S           0.265      0.051      5.200      0.000
    SCTAA15S           0.328      0.063      5.241      0.000
    SCTAA16S           0.396      0.068      5.793      0.000
    SCTAA17S           0.442      0.079      5.566      0.000

 QC       BY
    SCTAA11F         999.000    999.000    999.000    999.000
    SCTAA11S         999.000    999.000    999.000    999.000
    SCTAA12F         999.000    999.000    999.000    999.000
    SCTAA12S         999.000    999.000    999.000    999.000
    SCTAA13S         999.000    999.000    999.000    999.000
    SCTAA14S         999.000    999.000    999.000    999.000
    SCTAA15S         999.000    999.000    999.000    999.000
    SCTAA16S         999.000    999.000    999.000    999.000
    SCTAA17S         999.000    999.000    999.000    999.000

 AC       WITH
    BC                 0.000      0.000    999.000    999.000
    QC               999.000    999.000    999.000    999.000

 BC       WITH
    QC               999.000    999.000    999.000    999.000

 SCTAA11F WITH
    SCTAA11S           0.386      0.109      3.550      0.000

 SCTAA12F WITH
    SCTAA12S           0.265      0.075      3.526      0.000

 Means
    AC                 2.303      0.431      5.345      0.000
    BC                10.434      3.136      3.327      0.001
    QC               999.000    999.000    999.000    999.000

 Intercepts
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.000      0.000    999.000    999.000
    SCTAA12F           0.000      0.000    999.000    999.000
    SCTAA12S           0.000      0.000    999.000    999.000
    SCTAA13S           0.000      0.000    999.000    999.000
    SCTAA14S           0.000      0.000    999.000    999.000
    SCTAA15S           0.000      0.000    999.000    999.000
    SCTAA16S           0.000      0.000    999.000    999.000
    SCTAA17S           0.000      0.000    999.000    999.000

 Variances
    AC                 1.000      0.000    999.000    999.000
    BC                 1.000      0.000    999.000    999.000
    QC               999.000    999.000    999.000    999.000

 Residual Variances
    SCTAA11F           0.554      0.118      4.709      0.000
    SCTAA11S           0.401      0.102      3.930      0.000
    SCTAA12F           0.577      0.112      5.137      0.000
    SCTAA12S           0.458      0.080      5.746      0.000
    SCTAA13S           0.639      0.085      7.487      0.000
    SCTAA14S           0.606      0.079      7.636      0.000
    SCTAA15S           0.593      0.091      6.530      0.000
    SCTAA16S           0.551      0.088      6.292      0.000
    SCTAA17S           0.544      0.080      6.780      0.000

Latent Class 3

 AC       BY
    SCTAA11F           0.266      0.333      0.800      0.424
    SCTAA11S           0.224      0.271      0.825      0.409
    SCTAA12F           0.212      0.249      0.852      0.394
    SCTAA12S           0.235      0.295      0.797      0.426
    SCTAA13S           0.217      0.285      0.760      0.447
    SCTAA14S           0.149      0.208      0.717      0.473
    SCTAA15S           0.166      0.222      0.746      0.455
    SCTAA16S           0.194      0.255      0.761      0.447
    SCTAA17S           0.183      0.245      0.746      0.456

 BC       BY
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.092      0.023      4.017      0.000
    SCTAA12F           0.174      0.043      4.098      0.000
    SCTAA12S           0.289      0.071      4.070      0.000
    SCTAA13S           0.445      0.093      4.800      0.000
    SCTAA14S           0.428      0.112      3.822      0.000
    SCTAA15S           0.613      0.102      6.013      0.000
    SCTAA16S           0.875      0.075     11.629      0.000
    SCTAA17S           0.974      0.050     19.428      0.000

 QC       BY
    SCTAA11F         999.000    999.000    999.000    999.000
    SCTAA11S         999.000    999.000    999.000    999.000
    SCTAA12F         999.000    999.000    999.000    999.000
    SCTAA12S         999.000    999.000    999.000    999.000
    SCTAA13S         999.000    999.000    999.000    999.000
    SCTAA14S         999.000    999.000    999.000    999.000
    SCTAA15S         999.000    999.000    999.000    999.000
    SCTAA16S         999.000    999.000    999.000    999.000
    SCTAA17S         999.000    999.000    999.000    999.000

 AC       WITH
    BC                 0.000      0.000    999.000    999.000
    QC               999.000    999.000    999.000    999.000

 BC       WITH
    QC               999.000    999.000    999.000    999.000

 SCTAA11F WITH
    SCTAA11S           0.854      0.063     13.524      0.000

 SCTAA12F WITH
    SCTAA12S           0.621      0.111      5.609      0.000

 Means
    AC                15.438     19.877      0.777      0.437
    BC                -0.367      0.664     -0.553      0.580
    QC               999.000    999.000    999.000    999.000

 Intercepts
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.000      0.000    999.000    999.000
    SCTAA12F           0.000      0.000    999.000    999.000
    SCTAA12S           0.000      0.000    999.000    999.000
    SCTAA13S           0.000      0.000    999.000    999.000
    SCTAA14S           0.000      0.000    999.000    999.000
    SCTAA15S           0.000      0.000    999.000    999.000
    SCTAA16S           0.000      0.000    999.000    999.000
    SCTAA17S           0.000      0.000    999.000    999.000

 Variances
    AC                 1.000      0.000    999.000    999.000
    BC                 1.000      0.000    999.000    999.000
    QC               999.000    999.000    999.000    999.000

 Residual Variances
    SCTAA11F           0.929      0.177      5.235      0.000
    SCTAA11S           0.941      0.119      7.915      0.000
    SCTAA12F           0.925      0.094      9.860      0.000
    SCTAA12S           0.861      0.125      6.865      0.000
    SCTAA13S           0.755      0.129      5.839      0.000
    SCTAA14S           0.794      0.121      6.576      0.000
    SCTAA15S           0.597      0.131      4.550      0.000
    SCTAA16S           0.197      0.078      2.510      0.012
    SCTAA17S           0.017      0.055      0.314      0.754


STD Standardization

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

Latent Class 1

 AC       BY
    SCTAA11F           0.650      0.099      6.538      0.000
    SCTAA11S           0.650      0.099      6.538      0.000
    SCTAA12F           0.650      0.099      6.538      0.000
    SCTAA12S           0.650      0.099      6.538      0.000
    SCTAA13S           0.650      0.099      6.538      0.000
    SCTAA14S           0.650      0.099      6.538      0.000
    SCTAA15S           0.650      0.099      6.538      0.000
    SCTAA16S           0.650      0.099      6.538      0.000
    SCTAA17S           0.650      0.099      6.538      0.000

 BC       BY
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.043      0.008      5.445      0.000
    SCTAA12F           0.087      0.016      5.445      0.000
    SCTAA12S           0.130      0.024      5.445      0.000
    SCTAA13S           0.217      0.040      5.445      0.000
    SCTAA14S           0.303      0.056      5.445      0.000
    SCTAA15S           0.390      0.072      5.445      0.000
    SCTAA16S           0.476      0.087      5.445      0.000
    SCTAA17S           0.563      0.103      5.445      0.000

 QC       BY
    SCTAA11F         999.000    999.000    999.000    999.000
    SCTAA11S         999.000    999.000    999.000    999.000
    SCTAA12F         999.000    999.000    999.000    999.000
    SCTAA12S         999.000    999.000    999.000    999.000
    SCTAA13S         999.000    999.000    999.000    999.000
    SCTAA14S         999.000    999.000    999.000    999.000
    SCTAA15S         999.000    999.000    999.000    999.000
    SCTAA16S         999.000    999.000    999.000    999.000
    SCTAA17S         999.000    999.000    999.000    999.000

 AC       WITH
    BC                 0.000      0.000    999.000    999.000
    QC               999.000    999.000    999.000    999.000

 BC       WITH
    QC               999.000    999.000    999.000    999.000

 SCTAA11F WITH
    SCTAA11S           0.149      0.046      3.216      0.001

 SCTAA12F WITH
    SCTAA12S           0.124      0.034      3.673      0.000

 Means
    AC                 4.696      0.657      7.147      0.000
    BC                 0.044      1.162      0.038      0.970
    QC               999.000    999.000    999.000    999.000

 Intercepts
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.000      0.000    999.000    999.000
    SCTAA12F           0.000      0.000    999.000    999.000
    SCTAA12S           0.000      0.000    999.000    999.000
    SCTAA13S           0.000      0.000    999.000    999.000
    SCTAA14S           0.000      0.000    999.000    999.000
    SCTAA15S           0.000      0.000    999.000    999.000
    SCTAA16S           0.000      0.000    999.000    999.000
    SCTAA17S           0.000      0.000    999.000    999.000

 Variances
    AC                 1.000      0.000    999.000    999.000
    BC                 1.000      0.000    999.000    999.000
    QC               999.000    999.000    999.000    999.000

 Residual Variances
    SCTAA11F           0.525      0.169      3.113      0.002
    SCTAA11S           0.284      0.087      3.260      0.001
    SCTAA12F           0.586      0.171      3.427      0.001
    SCTAA12S           0.372      0.099      3.758      0.000
    SCTAA13S           0.829      0.179      4.620      0.000
    SCTAA14S           0.791      0.169      4.691      0.000
    SCTAA15S           0.837      0.219      3.824      0.000
    SCTAA16S           0.797      0.200      3.982      0.000
    SCTAA17S           0.884      0.264      3.346      0.001

Latent Class 2

 AC       BY
    SCTAA11F           0.650      0.099      6.538      0.000
    SCTAA11S           0.650      0.099      6.538      0.000
    SCTAA12F           0.650      0.099      6.538      0.000
    SCTAA12S           0.650      0.099      6.538      0.000
    SCTAA13S           0.650      0.099      6.538      0.000
    SCTAA14S           0.650      0.099      6.538      0.000
    SCTAA15S           0.650      0.099      6.538      0.000
    SCTAA16S           0.650      0.099      6.538      0.000
    SCTAA17S           0.650      0.099      6.538      0.000

 BC       BY
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.043      0.008      5.445      0.000
    SCTAA12F           0.087      0.016      5.445      0.000
    SCTAA12S           0.130      0.024      5.445      0.000
    SCTAA13S           0.217      0.040      5.445      0.000
    SCTAA14S           0.303      0.056      5.445      0.000
    SCTAA15S           0.390      0.072      5.445      0.000
    SCTAA16S           0.476      0.087      5.445      0.000
    SCTAA17S           0.563      0.103      5.445      0.000

 QC       BY
    SCTAA11F         999.000    999.000    999.000    999.000
    SCTAA11S         999.000    999.000    999.000    999.000
    SCTAA12F         999.000    999.000    999.000    999.000
    SCTAA12S         999.000    999.000    999.000    999.000
    SCTAA13S         999.000    999.000    999.000    999.000
    SCTAA14S         999.000    999.000    999.000    999.000
    SCTAA15S         999.000    999.000    999.000    999.000
    SCTAA16S         999.000    999.000    999.000    999.000
    SCTAA17S         999.000    999.000    999.000    999.000

 AC       WITH
    BC                 0.000      0.000    999.000    999.000
    QC               999.000    999.000    999.000    999.000

 BC       WITH
    QC               999.000    999.000    999.000    999.000

 SCTAA11F WITH
    SCTAA11S           0.149      0.046      3.216      0.001

 SCTAA12F WITH
    SCTAA12S           0.124      0.034      3.673      0.000

 Means
    AC                 2.303      0.431      5.345      0.000
    BC                10.434      3.136      3.327      0.001
    QC               999.000    999.000    999.000    999.000

 Intercepts
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.000      0.000    999.000    999.000
    SCTAA12F           0.000      0.000    999.000    999.000
    SCTAA12S           0.000      0.000    999.000    999.000
    SCTAA13S           0.000      0.000    999.000    999.000
    SCTAA14S           0.000      0.000    999.000    999.000
    SCTAA15S           0.000      0.000    999.000    999.000
    SCTAA16S           0.000      0.000    999.000    999.000
    SCTAA17S           0.000      0.000    999.000    999.000

 Variances
    AC                 1.000      0.000    999.000    999.000
    BC                 1.000      0.000    999.000    999.000
    QC               999.000    999.000    999.000    999.000

 Residual Variances
    SCTAA11F           0.525      0.169      3.113      0.002
    SCTAA11S           0.284      0.087      3.260      0.001
    SCTAA12F           0.586      0.171      3.427      0.001
    SCTAA12S           0.372      0.099      3.758      0.000
    SCTAA13S           0.829      0.179      4.620      0.000
    SCTAA14S           0.791      0.169      4.691      0.000
    SCTAA15S           0.837      0.219      3.824      0.000
    SCTAA16S           0.797      0.200      3.982      0.000
    SCTAA17S           0.884      0.264      3.346      0.001

Latent Class 3

 AC       BY
    SCTAA11F           0.106      0.137      0.770      0.441
    SCTAA11S           0.106      0.137      0.770      0.441
    SCTAA12F           0.106      0.137      0.770      0.441
    SCTAA12S           0.106      0.137      0.770      0.441
    SCTAA13S           0.106      0.137      0.770      0.441
    SCTAA14S           0.106      0.137      0.770      0.441
    SCTAA15S           0.106      0.137      0.770      0.441
    SCTAA16S           0.106      0.137      0.770      0.441
    SCTAA17S           0.106      0.137      0.770      0.441

 BC       BY
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.043      0.008      5.445      0.000
    SCTAA12F           0.087      0.016      5.445      0.000
    SCTAA12S           0.130      0.024      5.445      0.000
    SCTAA13S           0.217      0.040      5.445      0.000
    SCTAA14S           0.303      0.056      5.445      0.000
    SCTAA15S           0.390      0.072      5.445      0.000
    SCTAA16S           0.476      0.087      5.445      0.000
    SCTAA17S           0.563      0.103      5.445      0.000

 QC       BY
    SCTAA11F         999.000    999.000    999.000    999.000
    SCTAA11S         999.000    999.000    999.000    999.000
    SCTAA12F         999.000    999.000    999.000    999.000
    SCTAA12S         999.000    999.000    999.000    999.000
    SCTAA13S         999.000    999.000    999.000    999.000
    SCTAA14S         999.000    999.000    999.000    999.000
    SCTAA15S         999.000    999.000    999.000    999.000
    SCTAA16S         999.000    999.000    999.000    999.000
    SCTAA17S         999.000    999.000    999.000    999.000

 AC       WITH
    BC                 0.000      0.000    999.000    999.000
    QC               999.000    999.000    999.000    999.000

 BC       WITH
    QC               999.000    999.000    999.000    999.000

 SCTAA11F WITH
    SCTAA11S           0.149      0.046      3.216      0.001

 SCTAA12F WITH
    SCTAA12S           0.124      0.034      3.673      0.000

 Means
    AC                15.438     19.877      0.777      0.437
    BC                -0.367      0.664     -0.553      0.580
    QC               999.000    999.000    999.000    999.000

 Intercepts
    SCTAA11F           0.000      0.000    999.000    999.000
    SCTAA11S           0.000      0.000    999.000    999.000
    SCTAA12F           0.000      0.000    999.000    999.000
    SCTAA12S           0.000      0.000    999.000    999.000
    SCTAA13S           0.000      0.000    999.000    999.000
    SCTAA14S           0.000      0.000    999.000    999.000
    SCTAA15S           0.000      0.000    999.000    999.000
    SCTAA16S           0.000      0.000    999.000    999.000
    SCTAA17S           0.000      0.000    999.000    999.000

 Variances
    AC                 1.000      0.000    999.000    999.000
    BC                 1.000      0.000    999.000    999.000
    QC               999.000    999.000    999.000    999.000

 Residual Variances
    SCTAA11F           0.146      0.044      3.278      0.001
    SCTAA11S           0.209      0.056      3.753      0.000
    SCTAA12F           0.229      0.061      3.745      0.000
    SCTAA12S           0.174      0.046      3.753      0.000
    SCTAA13S           0.179      0.082      2.191      0.028
    SCTAA14S           0.398      0.240      1.658      0.097
    SCTAA15S           0.241      0.138      1.746      0.081
    SCTAA16S           0.058      0.022      2.699      0.007
    SCTAA17S           0.006      0.019      0.309      0.757


R-SQUARE

Class 1

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

    SCTAA11F           0.446      0.118      3.794      0.000
    SCTAA11S           0.599      0.102      5.872      0.000
    SCTAA12F           0.423      0.112      3.774      0.000
    SCTAA12S           0.542      0.080      6.793      0.000
    SCTAA13S           0.361      0.085      4.239      0.000
    SCTAA14S           0.394      0.079      4.970      0.000
    SCTAA15S           0.407      0.091      4.481      0.000
    SCTAA16S           0.449      0.088      5.131      0.000
    SCTAA17S           0.456      0.080      5.674      0.000

Class 2

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

    SCTAA11F           0.446      0.118      3.794      0.000
    SCTAA11S           0.599      0.102      5.872      0.000
    SCTAA12F           0.423      0.112      3.774      0.000
    SCTAA12S           0.542      0.080      6.793      0.000
    SCTAA13S           0.361      0.085      4.239      0.000
    SCTAA14S           0.394      0.079      4.970      0.000
    SCTAA15S           0.407      0.091      4.481      0.000
    SCTAA16S           0.449      0.088      5.131      0.000
    SCTAA17S           0.456      0.080      5.674      0.000

Class 3

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

    SCTAA11F           0.071      0.177      0.400      0.689
    SCTAA11S           0.059      0.119      0.493      0.622
    SCTAA12F           0.075      0.094      0.804      0.421
    SCTAA12S           0.139      0.125      1.108      0.268
    SCTAA13S           0.245      0.129      1.890      0.059
    SCTAA14S           0.206      0.121      1.701      0.089
    SCTAA15S           0.403      0.131      3.074      0.002
    SCTAA16S           0.803      0.078     10.246      0.000
    SCTAA17S           0.983      0.055     17.900      0.000


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.417E-05
       (ratio of smallest to largest eigenvalue)


RESIDUAL OUTPUT


     ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 1


           Model Estimated Means
              SCTAA11F      SCTAA11S      SCTAA12F      SCTAA12S      SCTAA13S
              ________      ________      ________      ________      ________
 1              3.053         3.052         3.044         3.030         2.984


           Model Estimated Means
              SCTAA14S      SCTAA15S      SCTAA16S      SCTAA17S
              ________      ________      ________      ________
 1              2.912         2.815         2.692         2.545


           Residuals for Means
              SCTAA11F      SCTAA11S      SCTAA12F      SCTAA12S      SCTAA13S
              ________      ________      ________      ________      ________
 1             -0.001        -0.193        -0.221         0.071         0.213


           Residuals for Means
              SCTAA14S      SCTAA15S      SCTAA16S      SCTAA17S
              ________      ________      ________      ________
 1             -0.072         0.076         0.084        -0.100


           Model Estimated Covariances
              SCTAA11F      SCTAA11S      SCTAA12F      SCTAA12S      SCTAA13S
              ________      ________      ________      ________      ________
 SCTAA11F       0.947
 SCTAA11S       0.572         0.709
 SCTAA12F       0.423         0.426         1.016
 SCTAA12S       0.423         0.428         0.558         0.811
 SCTAA13S       0.423         0.432         0.441         0.451         1.299
 SCTAA14S       0.423         0.436         0.449         0.462         0.488
 SCTAA15S       0.423         0.439         0.456         0.473         0.507
 SCTAA16S       0.423         0.443         0.464         0.485         0.526
 SCTAA17S       0.423         0.447         0.471         0.496         0.545


           Model Estimated Covariances
              SCTAA14S      SCTAA15S      SCTAA16S      SCTAA17S
              ________      ________      ________      ________
 SCTAA14S       1.305
 SCTAA15S       0.541         1.412
 SCTAA16S       0.567         0.608         1.446
 SCTAA17S       0.593         0.642         0.691         1.623


           Residuals for Covariances
              SCTAA11F      SCTAA11S      SCTAA12F      SCTAA12S      SCTAA13S
              ________      ________      ________      ________      ________
 SCTAA11F       0.252
 SCTAA11S      -1.520         0.004
 SCTAA12F      -0.363        -0.337         0.105
 SCTAA12S      -0.960         0.175        -0.504         0.041
 SCTAA13S      -1.006        -0.258         0.030         0.059        -0.309
 SCTAA14S       0.314         0.054         1.077         0.868         0.289
 SCTAA15S       0.816        -0.800         1.071         0.028        -0.190
 SCTAA16S       0.637        -1.777         0.562        -0.460         0.497
 SCTAA17S      -0.161        -1.966        -0.714        -0.881        -0.510


           Residuals for Covariances
              SCTAA14S      SCTAA15S      SCTAA16S      SCTAA17S
              ________      ________      ________      ________
 SCTAA14S       0.043
 SCTAA15S       1.502         0.285
 SCTAA16S       1.132         0.668         0.101
 SCTAA17S      -1.184        -0.940        -0.436        -0.707


     ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 2


           Model Estimated Means
              SCTAA11F      SCTAA11S      SCTAA12F      SCTAA12S      SCTAA13S
              ________      ________      ________      ________      ________
 1              1.497         1.929         2.321         2.672         3.253


           Model Estimated Means
              SCTAA14S      SCTAA15S      SCTAA16S      SCTAA17S
              ________      ________      ________      ________
 1              3.674         3.934         4.032         3.970


           Residuals for Means
              SCTAA11F      SCTAA11S      SCTAA12F      SCTAA12S      SCTAA13S
              ________      ________      ________      ________      ________
 1             -0.029        -0.176         0.015         0.129         0.084


           Residuals for Means
              SCTAA14S      SCTAA15S      SCTAA16S      SCTAA17S
              ________      ________      ________      ________
 1             -0.151        -0.128         0.119        -0.077


           Model Estimated Covariances
              SCTAA11F      SCTAA11S      SCTAA12F      SCTAA12S      SCTAA13S
              ________      ________      ________      ________      ________
 SCTAA11F       0.947
 SCTAA11S       0.572         0.709
 SCTAA12F       0.423         0.426         1.016
 SCTAA12S       0.423         0.428         0.558         0.811
 SCTAA13S       0.423         0.432         0.441         0.451         1.299
 SCTAA14S       0.423         0.436         0.449         0.462         0.488
 SCTAA15S       0.423         0.439         0.456         0.473         0.507
 SCTAA16S       0.423         0.443         0.464         0.485         0.526
 SCTAA17S       0.423         0.447         0.471         0.496         0.545


           Model Estimated Covariances
              SCTAA14S      SCTAA15S      SCTAA16S      SCTAA17S
              ________      ________      ________      ________
 SCTAA14S       1.305
 SCTAA15S       0.541         1.412
 SCTAA16S       0.567         0.608         1.446
 SCTAA17S       0.593         0.642         0.691         1.623


           Residuals for Covariances
              SCTAA11F      SCTAA11S      SCTAA12F      SCTAA12S      SCTAA13S
              ________      ________      ________      ________      ________
 SCTAA11F      -0.674
 SCTAA11S      -0.493        -0.447
 SCTAA12F      -0.147        -0.621        -0.416
 SCTAA12S      -0.018        -0.804        -0.714        -0.330
 SCTAA13S      -0.082        -1.137        -1.110        -0.017         0.292
 SCTAA14S      -0.484        -0.564        -1.606        -0.535        -0.681
 SCTAA15S      -0.704        -0.325        -1.079        -1.157        -2.555
 SCTAA16S      -0.529        -0.736        -0.666         0.003         0.547
 SCTAA17S      -0.489        -1.251        -1.214        -0.516        -1.688


           Residuals for Covariances
              SCTAA14S      SCTAA15S      SCTAA16S      SCTAA17S
              ________      ________      ________      ________
 SCTAA14S       0.366
 SCTAA15S       0.625        -0.300
 SCTAA16S       0.141         0.433        -0.355
 SCTAA17S       0.193        -1.385        -0.420        -1.021


     ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 3


           Model Estimated Means
              SCTAA11F      SCTAA11S      SCTAA12F      SCTAA12S      SCTAA13S
              ________      ________      ________      ________      ________
 1              1.629         1.614         1.601         1.589         1.569


           Model Estimated Means
              SCTAA14S      SCTAA15S      SCTAA16S      SCTAA17S
              ________      ________      ________      ________
 1              1.556         1.549         1.548         1.553


           Residuals for Means
              SCTAA11F      SCTAA11S      SCTAA12F      SCTAA12S      SCTAA13S
              ________      ________      ________      ________      ________
 1              0.111         0.225        -0.235        -0.200        -0.039


           Residuals for Means
              SCTAA14S      SCTAA15S      SCTAA16S      SCTAA17S
              ________      ________      ________      ________
 1              0.149         0.021         0.030         0.014


           Model Estimated Covariances
              SCTAA11F      SCTAA11S      SCTAA12F      SCTAA12S      SCTAA13S
              ________      ________      ________      ________      ________
 SCTAA11F       0.157
 SCTAA11S       0.160         0.222
 SCTAA12F       0.011         0.015         0.247
 SCTAA12S       0.011         0.017         0.146         0.202
 SCTAA13S       0.011         0.021         0.030         0.039         0.237
 SCTAA14S       0.011         0.024         0.037         0.051         0.077
 SCTAA15S       0.011         0.028         0.045         0.062         0.096
 SCTAA16S       0.011         0.032         0.052         0.073         0.114
 SCTAA17S       0.011         0.036         0.060         0.084         0.133


           Model Estimated Covariances
              SCTAA14S      SCTAA15S      SCTAA16S      SCTAA17S
              ________      ________      ________      ________
 SCTAA14S       0.501
 SCTAA15S       0.129         0.404
 SCTAA16S       0.156         0.197         0.296
 SCTAA17S       0.182         0.231         0.279         0.334


           Residuals for Covariances
              SCTAA11F      SCTAA11S      SCTAA12F      SCTAA12S      SCTAA13S
              ________      ________      ________      ________      ________
 SCTAA11F      -0.014
 SCTAA11S      -0.076        -0.055
 SCTAA12F       0.074         0.096        -0.100
 SCTAA12S       0.015         0.118        -0.014        -0.044
 SCTAA13S      -0.077         0.148         0.009         0.081         0.069
 SCTAA14S       0.131         0.158         0.155         0.345         0.066
 SCTAA15S       0.060         0.186         0.043         0.245         0.015
 SCTAA16S       0.004         0.201        -0.063         0.099         0.009
 SCTAA17S       0.063         0.196        -0.003         0.231         0.160


           Residuals for Covariances
              SCTAA14S      SCTAA15S      SCTAA16S      SCTAA17S
              ________      ________      ________      ________
 SCTAA14S       0.014
 SCTAA15S      -0.218        -0.162
 SCTAA16S      -0.076        -0.114         0.076
 SCTAA17S       0.027        -0.094         0.000         0.028


TECHNICAL 4 OUTPUT


     ESTIMATES DERIVED FROM THE MODEL FOR CLASS 1


           ESTIMATED MEANS FOR THE LATENT VARIABLES
              AC            BC            QC
              ________      ________      ________
 1              3.053         0.004        -0.013


           ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
              AC            BC            QC
              ________      ________      ________
 AC             0.423
 BC             0.000         0.008
 QC             0.000         0.000         0.000


           ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
              AC            BC            QC
              ________      ________      ________
 AC             1.000
 BC             0.000         1.000
 QC           999.000       999.000       999.000


     ESTIMATES DERIVED FROM THE MODEL FOR CLASS 2


           ESTIMATED MEANS FOR THE LATENT VARIABLES
              AC            BC            QC
              ________      ________      ________
 1              1.497         0.904        -0.081


           ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
              AC            BC            QC
              ________      ________      ________
 AC             0.423
 BC             0.000         0.008
 QC             0.000         0.000         0.000


           ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
              AC            BC            QC
              ________      ________      ________
 AC             1.000
 BC             0.000         1.000
 QC           999.000       999.000       999.000


     ESTIMATES DERIVED FROM THE MODEL FOR CLASS 3


           ESTIMATED MEANS FOR THE LATENT VARIABLES
              AC            BC            QC
              ________      ________      ________
 1              1.629        -0.032         0.003


           ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
              AC            BC            QC
              ________      ________      ________
 AC             0.011
 BC             0.000         0.008
 QC             0.000         0.000         0.000


           ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
              AC            BC            QC
              ________      ________      ________
 AC             1.000
 BC             0.000         1.000
 QC           999.000       999.000       999.000


TECHNICAL 8 OUTPUT


  INITIAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.66723111D+03    0.0000000    0.0000000     18.608    33.885    EM
                                                     27.507
     2 -0.58294577D+03   84.2853352    0.1263211     15.919    31.150    EM
                                                     32.930
     3 -0.57420635D+03    8.7394264    0.0149918     13.711    30.873    EM
                                                     35.416
     4 -0.57143471D+03    2.7716360    0.0048269     11.904    31.699    EM
                                                     36.397
     5 -0.56989928D+03    1.5354266    0.0026870     10.354    32.911    EM
                                                     36.735
     6 -0.56851772D+03    1.3815587    0.0024242      9.041    34.131    EM
                                                     36.828
     7 -0.56730578D+03    1.2119404    0.0021318      8.008    35.162    EM
                                                     36.831
     8 -0.56636383D+03    0.9419573    0.0016604      7.239    36.013    EM
                                                     36.748


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22044854D+05    0.0000000    0.0000000     30.805    24.825    EM
                                                     24.370
     2 -0.62717364D+03 ************    0.9715501     30.794    24.805    EM
                                                     24.401
     3 -0.62647114D+03    0.7024959    0.0011201     30.723    24.710    EM
                                                     24.567


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.39887752D+04    0.0000000    0.0000000     70.594     6.833    EM
                                                      2.573


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20214869D+05    0.0000000    0.0000000     32.623    26.505    EM
                                                     20.872
     2 -0.62671041D+03 ************    0.9689976     32.664    26.374    EM
                                                     20.962
     3 -0.62360921D+03    3.1012033    0.0049484     32.711    25.890    EM
                                                     21.399
     4 -0.61334318D+03   10.2660246    0.0164623     32.659    25.074    EM
                                                     22.267
     5 -0.59954303D+03   13.8001534    0.0224999     31.939    23.954    EM
                                                     24.107
     6 -0.59166101D+03    7.8820212    0.0131467     30.391    22.286    EM
                                                     27.323
     7 -0.58699817D+03    4.6628401    0.0078809     28.589    20.535    EM
                                                     30.875
     8 -0.58237970D+03    4.6184706    0.0078679     26.927    18.988    EM
                                                     34.085
     9 -0.57820402D+03    4.1756814    0.0071700     25.842    18.064    EM
                                                     36.094
    10 -0.57647648D+03    1.7275392    0.0029878     25.200    17.579    EM
                                                     37.221


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18624001D+05    0.0000000    0.0000000     15.956    18.813    EM
                                                     45.231
     2 -0.62531478D+03 ************    0.9664243     16.493    19.060    EM
                                                     44.448
     3 -0.61535618D+03    9.9585982    0.0159257     18.008    20.370    EM
                                                     41.622
     4 -0.59519899D+03   20.1571872    0.0327569     19.641    21.924    EM
                                                     38.436
     5 -0.58188743D+03   13.3115619    0.0223649     19.728    21.892    EM
                                                     38.380
     6 -0.57762012D+03    4.2673162    0.0073336     19.210    21.269    EM
                                                     39.520
     7 -0.57594521D+03    1.6749021    0.0028997     18.690    20.676    EM
                                                     40.634
     8 -0.57501386D+03    0.9313550    0.0016171     18.248    20.180    EM
                                                     41.572
     9 -0.57429798D+03    0.7158752    0.0012450     17.836    19.729    EM
                                                     42.434
    10 -0.57318771D+03    1.1102750    0.0019333     17.446    19.285    EM
                                                     43.268


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20456842D+05    0.0000000    0.0000000     22.219    22.774    EM
                                                     35.007
     2 -0.62607818D+03 ************    0.9693952     22.008    22.558    EM
                                                     35.434
     3 -0.62036863D+03    5.7095518    0.0091196     20.946    21.472    EM
                                                     37.583
     4 -0.60445547D+03   15.9131542    0.0256511     18.928    19.406    EM
                                                     41.666
     5 -0.58684012D+03   17.6153522    0.0291425     18.161    18.622    EM
                                                     43.217
     6 -0.57889165D+03    7.9484709    0.0135445     18.371    18.839    EM
                                                     42.789
     7 -0.57663775D+03    2.2538992    0.0038935     18.679    19.156    EM
                                                     42.165
     8 -0.57606328D+03    0.5744691    0.0009962     18.920    19.403    EM
                                                     41.676


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19906854D+05    0.0000000    0.0000000     25.485    32.408    EM
                                                     22.107
     2 -0.62683744D+03 ************    0.9685115     25.358    32.413    EM
                                                     22.229
     3 -0.62351231D+03    3.3251278    0.0053046     24.843    32.458    EM
                                                     22.698
     4 -0.61235238D+03   11.1599239    0.0178985     24.040    32.585    EM
                                                     23.376
     5 -0.59812598D+03   14.2264036    0.0232324     22.929    31.910    EM
                                                     25.161
     6 -0.59036375D+03    7.7622277    0.0129776     21.345    30.309    EM
                                                     28.346
     7 -0.58574214D+03    4.6216177    0.0078284     19.649    28.483    EM
                                                     31.868
     8 -0.58096773D+03    4.7744050    0.0081510     18.241    26.968    EM
                                                     34.790
     9 -0.57745353D+03    3.5142048    0.0060489     17.430    26.085    EM
                                                     36.485
    10 -0.57626922D+03    1.1843015    0.0020509     16.952    25.590    EM
                                                     37.458


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.65207397D+04    0.0000000    0.0000000      1.854    77.084    EM
                                                      1.062


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19316379D+05    0.0000000    0.0000000     19.000    38.244    EM
                                                     22.756
     2 -0.62707335D+03 ************    0.9675367     18.964    38.233    EM
                                                     22.803
     3 -0.62511853D+03    1.9548185    0.0031174     18.593    38.259    EM
                                                     23.149
     4 -0.61618144D+03    8.9370967    0.0142966     18.016    38.687    EM
                                                     23.297
     5 -0.60140852D+03   14.7729134    0.0239749     17.416    38.698    EM
                                                     23.886
     6 -0.59257796D+03    8.8305617    0.0146831     16.369    37.375    EM
                                                     26.256
     7 -0.58836305D+03    4.2149114    0.0071128     15.213    35.547    EM
                                                     29.240
     8 -0.58452789D+03    3.8351579    0.0065184     14.062    33.562    EM
                                                     32.376
     9 -0.58027420D+03    4.2536930    0.0072771     13.169    31.888    EM
                                                     34.944
    10 -0.57740988D+03    2.8643154    0.0049361     12.605    30.786    EM
                                                     36.609


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21371433D+05    0.0000000    0.0000000     27.336    27.906    EM
                                                     24.757
     2 -0.62709598D+03 ************    0.9706573     27.349    27.849    EM
                                                     24.802
     3 -0.62574937D+03    1.3466130    0.0021474     27.329    27.554    EM
                                                     25.117
     4 -0.61816394D+03    7.5854308    0.0121222     27.479    27.108    EM
                                                     25.414
     5 -0.60199417D+03   16.1697710    0.0261577     27.525    26.671    EM
                                                     25.803
     6 -0.59129586D+03   10.6983066    0.0177714     26.505    25.350    EM
                                                     28.146
     7 -0.58629502D+03    5.0008451    0.0084574     24.964    23.629    EM
                                                     31.407
     8 -0.58157995D+03    4.7150664    0.0080421     23.504    22.079    EM
                                                     34.417
     9 -0.57780597D+03    3.7739844    0.0064892     22.577    21.134    EM
                                                     36.289
    10 -0.57642077D+03    1.3851947    0.0023973     22.041    20.598    EM
                                                     37.360


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20105901D+05    0.0000000    0.0000000     21.159    27.051    EM
                                                     31.789
     2 -0.62725659D+03 ************    0.9688024     21.138    26.966    EM
                                                     31.896
     3 -0.62546941D+03    1.7871837    0.0028492     20.926    26.502    EM
                                                     32.572
     4 -0.61832178D+03    7.1476323    0.0114276     19.925    24.752    EM
                                                     35.324
     5 -0.59978529D+03   18.5364852    0.0299787     18.333    22.077    EM
                                                     39.590
     6 -0.58263028D+03   17.1550097    0.0286019     17.933    21.212    EM
                                                     40.855
     7 -0.57682913D+03    5.8011477    0.0099568     18.303    21.676    EM
                                                     40.021
     8 -0.57459705D+03    2.2320841    0.0038696     18.798    22.468    EM
                                                     38.734
     9 -0.57236341D+03    2.2336438    0.0038873     19.282    23.244    EM
                                                     37.474
    10 -0.56977487D+03    2.5885335    0.0045225     19.884    23.957    EM
                                                     36.158


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


     8 -0.56636383D+03    0.9419573    0.0016604      7.239    36.013    EM
                                                     36.748
     9 -0.56552220D+03    0.8416261    0.0014860      6.760    36.765    EM
                                                     36.475
    10 -0.56425492D+03    1.2672798    0.0022409      6.542    37.445    EM
                                                     36.013
    11 -0.56266866D+03    1.5862607    0.0028112      6.470    37.936    EM
                                                     35.594
    12 -0.56185724D+03    0.8114240    0.0014421      6.468    38.331    EM
                                                     35.201
    13 -0.56136283D+03    0.4944047    0.0008799      6.489    38.619    EM
                                                     34.892
    14 -0.56119079D+03    0.1720433    0.0003065      6.511    38.862    EM
                                                     34.627
    15 -0.56105351D+03    0.1372779    0.0002446      6.531    39.114    EM
                                                     34.355
    16 -0.56085201D+03    0.2014954    0.0003591      6.553    39.420    EM
                                                     34.027
    17 -0.56051315D+03    0.3388628    0.0006042      6.580    39.744    EM
                                                     33.675
    18 -0.56018755D+03    0.3256015    0.0005809      6.613    39.970    EM
                                                     33.417
    19 -0.56007403D+03    0.1135215    0.0002026      6.643    40.102    EM
                                                     33.255
    20 -0.56003734D+03    0.0366866    0.0000655      6.666    40.196    EM
                                                     33.138
    21 -0.56001377D+03    0.0235726    0.0000421      6.684    40.277    EM
                                                     33.039
    22 -0.55999345D+03    0.0203156    0.0000363      6.699    40.356    EM
                                                     32.945
    23 -0.55997369D+03    0.0197635    0.0000353      6.711    40.438    EM
                                                     32.850
    24 -0.55995342D+03    0.0202742    0.0000362      6.722    40.524    EM
                                                     32.754
    25 -0.55993260D+03    0.0208125    0.0000372      6.733    40.611    EM
                                                     32.656
    26 -0.55991220D+03    0.0204029    0.0000364      6.743    40.698    EM
                                                     32.559
    27 -0.55989373D+03    0.0184718    0.0000330      6.754    40.781    EM
                                                     32.466
    28 -0.55987837D+03    0.0153573    0.0000274      6.763    40.859    EM
                                                     32.378
    29 -0.55986630D+03    0.0120706    0.0000216      6.773    40.930    EM
                                                     32.297
    30 -0.55985690D+03    0.0094004    0.0000168      6.782    40.997    EM
                                                     32.222
    31 -0.55984940D+03    0.0074986    0.0000134      6.790    41.058    EM
                                                     32.152
    32 -0.55984324D+03    0.0061638    0.0000110      6.797    41.115    EM
                                                     32.088
    33 -0.55983807D+03    0.0051688    0.0000092      6.804    41.168    EM
                                                     32.028
    34 -0.55983371D+03    0.0043633    0.0000078      6.810    41.218    EM
                                                     31.972
    35 -0.55983004D+03    0.0036653    0.0000065      6.815    41.264    EM
                                                     31.921
    36 -0.55982700D+03    0.0030367    0.0000054      6.820    41.306    EM
                                                     31.874
    37 -0.55982454D+03    0.0024650    0.0000044      6.824    41.343    EM
                                                     31.833
    38 -0.55982259D+03    0.0019520    0.0000035      6.828    41.377    EM
                                                     31.795
    39 -0.55982108D+03    0.0015045    0.0000027      6.831    41.406    EM
                                                     31.762
    40 -0.55981995D+03    0.0011280    0.0000020      6.834    41.432    EM
                                                     31.734
    41 -0.55981913D+03    0.0008234    0.0000015      6.837    41.453    EM
                                                     31.710
    42 -0.55981854D+03    0.0005863    0.0000010      6.839    41.472    EM
                                                     31.689
    43 -0.55981814D+03    0.0004083    0.0000007      6.841    41.487    EM
                                                     31.672
    44 -0.55981786D+03    0.0002789    0.0000005      6.843    41.500    EM
                                                     31.658
    45 -0.55981767D+03    0.0001873    0.0000003      6.844    41.510    EM
                                                     31.646
    46 -0.55981755D+03    0.0001241    0.0000002      6.845    41.518    EM
                                                     31.637
    47 -0.55981747D+03    0.0000813    0.0000001      6.846    41.525    EM
                                                     31.629
    48 -0.55981741D+03    0.0000527    0.0000001      6.847    41.531    EM
                                                     31.623
    49 -0.55981738D+03    0.0000339    0.0000001      6.847    41.535    EM
                                                     31.618
    50 -0.55981736D+03    0.0000217    0.0000000      6.848    41.538    EM
                                                     31.614
    51 -0.55981734D+03    0.0000138    0.0000000      6.848    41.541    EM
                                                     31.610
    52 -0.55981733D+03    0.0000088    0.0000000      6.849    41.543    EM
                                                     31.608
    53 -0.55981733D+03    0.0000055    0.0000000      6.849    41.545    EM
                                                     31.606
    54 -0.55981733D+03    0.0000035    0.0000000      6.849    41.547    EM
                                                     31.604
    55 -0.55981732D+03    0.0000022    0.0000000      6.849    41.548    EM
                                                     31.603
    56 -0.55981732D+03    0.0000014    0.0000000      6.849    41.549    EM
                                                     31.602
    57 -0.55981732D+03    0.0000009    0.0000000      6.850    41.549    EM
                                                     31.601
    58 -0.55981732D+03    0.0000005    0.0000000      6.850    41.550    EM
                                                     31.600
    59 -0.55981732D+03    0.0000003    0.0000000      6.850    41.550    EM
                                                     31.600
    60 -0.55981732D+03    0.0000002    0.0000000      6.850    41.551    EM
                                                     31.600
    61 -0.55981732D+03    0.0000001    0.0000000      6.850    41.551    EM
                                                     31.599
    62 -0.55981732D+03    0.0000001    0.0000000      6.850    41.551    EM
                                                     31.599
    63 -0.55981732D+03    0.0000001    0.0000000      6.850    41.551    EM
                                                     31.599
    64 -0.55981732D+03    0.0000000    0.0000000      6.850    41.551    EM
                                                     31.599
    65 -0.55981732D+03    0.0000000    0.0000000      6.850    41.552    EM
                                                     31.599
    66 -0.55981732D+03    0.0000000    0.0000000      6.850    41.552    EM
                                                     31.598
    67 -0.55981732D+03    0.0000000    0.0000000      6.850    41.552    EM
                                                     31.598
    68 -0.55981732D+03    0.0000000    0.0000000      6.850    41.552    EM
                                                     31.598
    69 -0.55981732D+03    0.0000000    0.0000000      6.850    41.552    EM
                                                     31.598
    70 -0.55981732D+03    0.0000000    0.0000000      6.850    41.552    EM
                                                     31.598
    71 -0.55981732D+03    0.0000000    0.0000000      6.850    41.552    EM
                                                     31.598
    72 -0.55981732D+03    0.0000000    0.0000000      6.850    41.552    EM
                                                     31.598
    73 -0.55981732D+03    0.0000000    0.0000000      6.850    41.552    EM
                                                     31.598
    74 -0.55981732D+03    0.0000000    0.0000000      6.850    41.552    EM
                                                     31.598
    75 -0.55981732D+03    0.0000000    0.0000000      6.850    41.552    EM
                                                     31.598
    76 -0.55981732D+03    0.0000000    0.0000000      6.850    41.552    EM
                                                     31.598
    77 -0.55981732D+03    0.0000000    0.0000000      6.850    41.552    EM
                                                     31.598
    78 -0.55981732D+03    0.0000000    0.0000000      6.850    41.552    EM
                                                     31.598
    79 -0.55981732D+03    0.0000000    0.0000000      6.850    41.552    EM
                                                     31.598
    80 -0.55981732D+03    0.0000000    0.0000000      6.850    41.552    EM
                                                     31.598
    81 -0.55981732D+03    0.0000000    0.0000000      6.850    41.552    EM
                                                     31.598
    82 -0.55981732D+03    0.0000000    0.0000000      6.850    41.552    EM
                                                     31.598
    83 -0.55981732D+03    0.0000000    0.0000000      6.850    41.552    EM
                                                     31.598
    84 -0.55981732D+03    0.0000000    0.0000000      6.850    41.552    EM
                                                     31.598


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


    10 -0.56977487D+03    2.5885335    0.0045225     19.884    23.957    EM
                                                     36.158
    11 -0.56630424D+03    3.4706304    0.0060912     20.726    24.233    EM
                                                     35.041
    12 -0.56389320D+03    2.4110370    0.0042575     21.660    24.015    EM
                                                     34.325
    13 -0.56311124D+03    0.7819628    0.0013867     22.568    23.514    EM
                                                     33.918
    14 -0.56284141D+03    0.2698335    0.0004792     23.471    22.847    EM
                                                     33.682
    15 -0.56265680D+03    0.1846068    0.0003280     24.397    22.063    EM
                                                     33.540
    16 -0.56247158D+03    0.1852188    0.0003292     25.366    21.179    EM
                                                     33.455
    17 -0.56226107D+03    0.2105151    0.0003743     26.388    20.204    EM
                                                     33.408
    18 -0.56201146D+03    0.2496110    0.0004439     27.469    19.139    EM
                                                     33.392
    19 -0.56171037D+03    0.3010863    0.0005357     28.604    17.994    EM
                                                     33.401
    20 -0.56134816D+03    0.3622149    0.0006448     29.777    16.788    EM
                                                     33.435
    21 -0.56092633D+03    0.4218235    0.0007514     30.946    15.565    EM
                                                     33.488
    22 -0.56047238D+03    0.4539516    0.0008093     32.051    14.399    EM
                                                     33.550
    23 -0.56004659D+03    0.4257927    0.0007597     33.025    13.373    EM
                                                     33.602
    24 -0.55971427D+03    0.3323162    0.0005934     33.821    12.548    EM
                                                     33.631
    25 -0.55949945D+03    0.2148185    0.0003838     34.434    11.931    EM
                                                     33.635
    26 -0.55938006D+03    0.1193978    0.0002134     34.882    11.494    EM
                                                     33.624
    27 -0.55932011D+03    0.0599457    0.0001072     35.197    11.195    EM
                                                     33.608
    28 -0.55929184D+03    0.0282672    0.0000505     35.414    10.995    EM
                                                     33.591
    29 -0.55927900D+03    0.0128417    0.0000230     35.561    10.862    EM
                                                     33.578
    30 -0.55927329D+03    0.0057075    0.0000102     35.659    10.774    EM
                                                     33.567
    31 -0.55927079D+03    0.0025037    0.0000045     35.724    10.716    EM
                                                     33.560
    32 -0.55926970D+03    0.0010894    0.0000019     35.767    10.679    EM
                                                     33.555
    33 -0.55926923D+03    0.0004716    0.0000008     35.795    10.654    EM
                                                     33.551
    34 -0.55926902D+03    0.0002035    0.0000004     35.814    10.638    EM
                                                     33.549
    35 -0.55926894D+03    0.0000876    0.0000002     35.826    10.627    EM
                                                     33.547
    36 -0.55926890D+03    0.0000377    0.0000001     35.834    10.620    EM
                                                     33.546
    37 -0.55926888D+03    0.0000162    0.0000000     35.839    10.616    EM
                                                     33.545
    38 -0.55926888D+03    0.0000069    0.0000000     35.843    10.613    EM
                                                     33.545
    39 -0.55926887D+03    0.0000030    0.0000000     35.845    10.611    EM
                                                     33.544
    40 -0.55926887D+03    0.0000013    0.0000000     35.846    10.609    EM
                                                     33.544
    41 -0.55926887D+03    0.0000005    0.0000000     35.847    10.609    EM
                                                     33.544
    42 -0.55926887D+03    0.0000002    0.0000000     35.848    10.608    EM
                                                     33.544
    43 -0.55926887D+03    0.0000001    0.0000000     35.848    10.608    EM
                                                     33.544
    44 -0.55926887D+03    0.0000000    0.0000000     35.849    10.608    EM
                                                     33.544
    45 -0.55926887D+03    0.0000000    0.0000000     35.849    10.607    EM
                                                     33.544
    46 -0.55926887D+03    0.0000000    0.0000000     35.849    10.607    EM
                                                     33.544
    47 -0.55926887D+03    0.0000000    0.0000000     35.849    10.607    EM
                                                     33.544
    48 -0.55926887D+03    0.0000000    0.0000000     35.849    10.607    EM
                                                     33.544
    49 -0.55926887D+03    0.0000000    0.0000000     35.849    10.607    EM
                                                     33.544
    50 -0.55926887D+03    0.0000000    0.0000000     35.849    10.607    EM
                                                     33.544
    51 -0.55926887D+03    0.0000000    0.0000000     35.849    10.607    EM
                                                     33.544
    52 -0.55926887D+03    0.0000000    0.0000000     35.849    10.607    EM
                                                     33.544
    53 -0.55926887D+03    0.0000000    0.0000000     35.849    10.607    EM
                                                     33.544
    54 -0.55926887D+03    0.0000000    0.0000000     35.849    10.607    EM
                                                     33.544
    55 -0.55926887D+03    0.0000000    0.0000000     35.849    10.607    EM
                                                     33.544
    56 -0.55926887D+03    0.0000000    0.0000000     35.849    10.607    EM
                                                     33.544


     Beginning Time:  23:00:51
        Ending Time:  23:00:55
       Elapsed Time:  00:00:04



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