Mplus VERSION 7.3
MUTHEN & MUTHEN
09/22/2014   5:43 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of a two-level multiple
  		indicator growth model with categorical
  		outcomes using multiple imputation data
  DATA:           FILE = ex11.8implist.dat;
  		TYPE = IMPUTATION;
          SWMATRIX = ex11.8swlist.dat;
  VARIABLE:	NAMES are u11 u21 u31 u12 u22 u32 u13 u23 u33 clus;
  		CATEGORICAL = u11-u33;
  		CLUSTER = clus;
  ANALYSIS:	TYPE = TWOLEVEL;
  		ESTIMATOR = WLSMV;
  		PROCESSORS = 2;
  MODEL:	%WITHIN%
  		f1w BY u11
  	             u21 (1)
  		       u31 (2);
  		f2w BY u12
  			 u22 (1)
  			 u32 (2);
  		f3w BY u13
  			 u23 (1)
  			 u33 (2);
  		iw sw | f1w@0 f2w@1 f3w@2;
   		%BETWEEN%
  		f1b BY u11
  			 u21 (1)
  			 u31 (2);
  		f2b BY u12
  			 u22 (1)
  			 u32 (2);
  		f3b BY u13
  			 u23 (1)
  			 u33 (2);
  		[u11$1 u12$1 u13$1] (3);
  		[u21$1 u22$1 u23$1] (4);
  		[u31$1 u32$1 u33$1] (5);
  		u11-u33;
  		ib sb | f1b@0 f2b@1 f3b@2;
  		[f1b-f3b@0 ib@0 sb];
  		f1b-f3b (6);
  OUTPUT:	TECH1 TECH8;



*** WARNING in OUTPUT command
  TECH1 option is the default for multiple imputation.
   1 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS



this is an example of a two-level multiple
indicator growth model with categorical
outcomes using multiple imputation data

SUMMARY OF ANALYSIS

Number of groups                                                 1
Average number of observations                                1000

Number of replications
    Requested                                                    5
    Completed                                                    5

Number of dependent variables                                    9
Number of independent variables                                  0
Number of continuous latent variables                           10

Observed dependent variables

  Binary and ordered categorical (ordinal)
   U11         U21         U31         U12         U22         U32
   U13         U23         U33

Continuous latent variables
   F1W         F2W         F3W         IW          SW          F1B
   F2B         F3B         IB          SB

Variables with special functions

  Cluster variable      CLUS

Estimator                                                    WLSMV
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
  Maximum number of iterations                                1000
  Convergence criterion                                  0.100D-05
Optimization Specifications for the EM Algorithm
  Maximum number of iterations                                 500
  Convergence criteria
    Loglikelihood change                                 0.100D-02
    Relative loglikelihood change                        0.100D-05
    Derivative                                           0.100D-02
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-02
  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-02
  Basis for M step termination                           ITERATION
  Maximum value for logit thresholds                            10
  Minimum value for logit thresholds                           -10
  Minimum expected cell size for chi-square              0.100D-01
Optimization algorithm                                          FS
Integration Specifications
  Type                                                    STANDARD
  Number of integration points                                   7
  Dimensions of numerical integration                            0
  Adaptive quadrature                                           ON
Link                                                        PROBIT
Cholesky                                                        ON

Input data file(s)
  Multiple data files from
    ex11.8implist.dat
Input data format  FREE


SUMMARY OF DATA FOR THE FIRST DATA SET

     Number of clusters                         20

     Average cluster size       50.000

     Estimated Intraclass Correlations for the Y Variables

                Intraclass              Intraclass              Intraclass
     Variable  Correlation   Variable  Correlation   Variable  Correlation

     U11          0.292      U21          0.344      U31          0.318
     U12          0.426      U22          0.437      U32          0.335
     U13          0.318      U23          0.219      U33          0.224



UNIVARIATE PROPORTIONS FOR CATEGORICAL VARIABLES

NOTE:  These are average results over 5 data sets.

    U11
      Category 1    0.511
      Category 2    0.489
    U21
      Category 1    0.460
      Category 2    0.540
    U31
      Category 1    0.602
      Category 2    0.398
    U12
      Category 1    0.290
      Category 2    0.710
    U22
      Category 1    0.223
      Category 2    0.777
    U32
      Category 1    0.363
      Category 2    0.637
    U13
      Category 1    0.234
      Category 2    0.766
    U23
      Category 1    0.161
      Category 2    0.839
    U33
      Category 1    0.324
      Category 2    0.676


SAMPLE STATISTICS

NOTE:  These are average results over 5 data sets.


     ESTIMATED SAMPLE STATISTICS


           MEANS/INTERCEPTS/THRESHOLDS
              U11$1         U21$1         U31$1         U12$1         U22$1
              ________      ________      ________      ________      ________
 1              0.031        -0.148         0.329        -0.725        -1.035


           MEANS/INTERCEPTS/THRESHOLDS
              U32$1         U13$1         U23$1         U33$1
              ________      ________      ________      ________
 1             -0.416        -0.887        -1.139        -0.571


           WITHIN LEVEL VARIANCE/COVARIANCE
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 U11            1.000
 U21            0.610         1.000
 U31            0.487         0.568         1.000
 U12            0.346         0.439         0.384         1.000
 U22            0.287         0.386         0.303         0.576         1.000
 U32            0.297         0.368         0.331         0.619         0.598
 U13            0.291         0.307         0.392         0.531         0.574
 U23            0.178         0.244         0.245         0.550         0.533
 U33            0.248         0.322         0.322         0.477         0.549


           WITHIN LEVEL VARIANCE/COVARIANCE
              U32           U13           U23           U33
              ________      ________      ________      ________
 U32            1.000
 U13            0.574         1.000
 U23            0.527         0.751         1.000
 U33            0.525         0.746         0.706         1.000


           WITHIN LEVEL CORRELATION
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 U11            1.000
 U21            0.610         1.000
 U31            0.487         0.568         1.000
 U12            0.346         0.439         0.384         1.000
 U22            0.287         0.386         0.303         0.576         1.000
 U32            0.297         0.368         0.331         0.619         0.598
 U13            0.291         0.307         0.392         0.531         0.574
 U23            0.178         0.244         0.245         0.550         0.533
 U33            0.248         0.322         0.322         0.477         0.549


           WITHIN LEVEL CORRELATION
              U32           U13           U23           U33
              ________      ________      ________      ________
 U32            1.000
 U13            0.574         1.000
 U23            0.527         0.751         1.000
 U33            0.525         0.746         0.706         1.000


           BETWEEN LEVEL VARIANCE/COVARIANCE
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 U11            0.412
 U21            0.226         0.524
 U31            0.243         0.051         0.467
 U12            0.305         0.311         0.351         0.613
 U22            0.271         0.225         0.273         0.423         0.774
 U32            0.136         0.095         0.152         0.279         0.221
 U13            0.171         0.227         0.147         0.216         0.275
 U23            0.176         0.129         0.116         0.156         0.291
 U33            0.169         0.150         0.082         0.064         0.230


           BETWEEN LEVEL VARIANCE/COVARIANCE
              U32           U13           U23           U33
              ________      ________      ________      ________
 U32            0.477
 U13            0.017         0.446
 U23            0.099         0.258         0.279
 U33            0.070         0.266         0.249         0.385


           BETWEEN LEVEL CORRELATION
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 U11            1.000
 U21            0.486         1.000
 U31            0.553         0.104         1.000
 U12            0.607         0.549         0.656         1.000
 U22            0.480         0.353         0.454         0.614         1.000
 U32            0.307         0.190         0.322         0.517         0.364
 U13            0.399         0.468         0.322         0.413         0.469
 U23            0.519         0.337         0.322         0.377         0.625
 U33            0.424         0.334         0.194         0.132         0.420


           BETWEEN LEVEL CORRELATION
              U32           U13           U23           U33
              ________      ________      ________      ________
 U32            1.000
 U13            0.036         1.000
 U23            0.273         0.731         1.000
 U33            0.163         0.643         0.761         1.000




MODEL FIT INFORMATION

Number of Free Parameters                       25

Chi-Square Test of Model Fit

        Degrees of freedom                      65

        Mean                                57.060
        Std Dev                              1.635
        Number of successful computations        5

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       1.000           41.444         55.581
           0.980       1.000           43.779         55.581
           0.950       1.000           47.450         55.581
           0.900       1.000           50.883         55.581
           0.800       1.000           55.262         55.581
           0.700       0.200           58.573         55.581
           0.500       0.000           64.335         55.937
           0.300       0.000           70.462         56.544
           0.200       0.000           74.351         57.072
           0.100       0.000           79.973         57.072
           0.050       0.000           84.821         57.072
           0.020       0.000           90.501         57.072
           0.010       0.000           94.422         57.072

RMSEA (Root Mean Square Error Of Approximation)

        Mean                                 0.000
        Std Dev                              0.000
        Number of successful computations        5

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000            0.000          0.000
           0.980       0.000            0.000          0.000
           0.950       0.000            0.000          0.000
           0.900       0.000            0.000          0.000
           0.800       0.000            0.000          0.000
           0.700       0.000            0.000          0.000
           0.500       0.000            0.000          0.000
           0.300       0.000            0.000          0.000
           0.200       0.000            0.000          0.000
           0.100       0.000            0.000          0.000
           0.050       0.000            0.000          0.000
           0.020       0.000            0.000          0.000
           0.010       0.000            0.000          0.000

CFI/TLI

    CFI

        Mean                                 1.000
        Std Dev                              0.000
        Number of successful computations        5

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000            1.000          1.000
           0.980       0.000            1.000          1.000
           0.950       0.000            1.000          1.000
           0.900       0.000            1.000          1.000
           0.800       0.000            1.000          1.000
           0.700       0.000            1.000          1.000
           0.500       0.000            1.000          1.000
           0.300       0.000            1.000          1.000
           0.200       0.000            1.000          1.000
           0.100       0.000            1.000          1.000
           0.050       0.000            1.000          1.000
           0.020       0.000            1.000          1.000
           0.010       0.000            1.000          1.000

    TLI

        Mean                                 1.011
        Std Dev                              0.002
        Number of successful computations        5

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       1.000            1.005          1.006
           0.980       1.000            1.006          1.006
           0.950       0.800            1.007          1.006
           0.900       0.800            1.008          1.006
           0.800       0.800            1.009          1.006
           0.700       0.800            1.009          1.006
           0.500       0.800            1.011          1.011
           0.300       0.400            1.012          1.012
           0.200       0.000            1.013          1.012
           0.100       0.000            1.014          1.012
           0.050       0.000            1.014          1.012
           0.020       0.000            1.015          1.012
           0.010       0.000            1.016          1.012

SRMR (Standardized Root Mean Square Residual) for the WITHIN level

        Mean                                 0.043
        Std Dev                              0.005
        Number of successful computations        5

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       1.000            0.031          0.036
           0.980       1.000            0.033          0.036
           0.950       1.000            0.035          0.036
           0.900       0.800            0.036          0.036
           0.800       0.800            0.039          0.036
           0.700       0.600            0.040          0.036
           0.500       0.400            0.043          0.040
           0.300       0.200            0.045          0.042
           0.200       0.200            0.047          0.045
           0.100       0.200            0.049          0.045
           0.050       0.000            0.051          0.045
           0.020       0.000            0.053          0.045
           0.010       0.000            0.054          0.045

SRMR (Standardized Root Mean Square Residual) for the BETWEEN level

        Mean                                 0.165
        Std Dev                              0.014
        Number of successful computations        5

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       1.000            0.131          0.144
           0.980       1.000            0.135          0.144
           0.950       1.000            0.141          0.144
           0.900       0.800            0.146          0.144
           0.800       0.800            0.153          0.144
           0.700       0.600            0.157          0.144
           0.500       0.600            0.165          0.155
           0.300       0.400            0.172          0.165
           0.200       0.200            0.177          0.173
           0.100       0.200            0.183          0.173
           0.050       0.000            0.188          0.173
           0.020       0.000            0.194          0.173
           0.010       0.000            0.198          0.173



MODEL RESULTS

                                                    Two-Tailed   Rate of
                    Estimate       S.E.  Est./S.E.    P-Value    Missing

Within Level

 IW       |
    F1W                1.000      0.000    999.000    999.000      0.000
    F2W                1.000      0.000    999.000    999.000      0.000
    F3W                1.000      0.000    999.000    999.000      0.000

 SW       |
    F1W                0.000      0.000    999.000    999.000      0.000
    F2W                1.000      0.000    999.000    999.000      0.000
    F3W                2.000      0.000    999.000    999.000      0.000

 F1W      BY
    U11                1.000      0.000    999.000    999.000      0.000
    U21                1.057      0.162      6.522      0.000      0.309
    U31                0.912      0.137      6.680      0.000      0.190

 F2W      BY
    U12                1.000      0.000    999.000    999.000      0.000
    U22                1.057      0.162      6.522      0.000      0.309
    U32                0.912      0.137      6.680      0.000      0.190

 F3W      BY
    U13                1.000      0.000    999.000    999.000      0.000
    U23                1.057      0.162      6.522      0.000      0.309
    U33                0.912      0.137      6.680      0.000      0.190

 SW       WITH
    IW                 0.003      0.162      0.017      0.986      0.467

 Variances
    IW                 0.851      0.315      2.699      0.007      0.284
    SW                 0.456      0.195      2.340      0.019      0.293

 Residual Variances
    F1W                0.406      0.263      1.543      0.123      0.362
    F2W                0.237      0.297      0.797      0.425      0.194
    F3W                0.315      0.457      0.689      0.491      0.526

Between Level

 IB       |
    F1B                1.000      0.000    999.000    999.000      0.000
    F2B                1.000      0.000    999.000    999.000      0.000
    F3B                1.000      0.000    999.000    999.000      0.000

 SB       |
    F1B                0.000      0.000    999.000    999.000      0.000
    F2B                1.000      0.000    999.000    999.000      0.000
    F3B                2.000      0.000    999.000    999.000      0.000

 F1B      BY
    U11                1.000      0.000    999.000    999.000      0.000
    U21                1.057      0.162      6.522      0.000      0.309
    U31                0.912      0.137      6.680      0.000      0.190

 F2B      BY
    U12                1.000      0.000    999.000    999.000      0.000
    U22                1.057      0.162      6.522      0.000      0.309
    U32                0.912      0.137      6.680      0.000      0.190

 F3B      BY
    U13                1.000      0.000    999.000    999.000      0.000
    U23                1.057      0.162      6.522      0.000      0.309
    U33                0.912      0.137      6.680      0.000      0.190

 SB       WITH
    IB                 0.099      0.132      0.752      0.452      0.043

 Means
    IB                 0.000      0.000    999.000    999.000      0.000
    SB                 0.942      0.151      6.253      0.000      0.074

 Intercepts
    F1B                0.000      0.000    999.000    999.000      0.000
    F2B                0.000      0.000    999.000    999.000      0.000
    F3B                0.000      0.000    999.000    999.000      0.000

 Thresholds
    U11$1              0.024      0.237      0.102      0.919      0.001
    U21$1             -0.407      0.227     -1.791      0.073      0.006
    U31$1              0.428      0.201      2.127      0.033      0.037
    U12$1              0.024      0.237      0.102      0.919      0.001
    U22$1             -0.407      0.227     -1.791      0.073      0.006
    U32$1              0.428      0.201      2.127      0.033      0.037
    U13$1              0.024      0.237      0.102      0.919      0.001
    U23$1             -0.407      0.227     -1.791      0.073      0.006
    U33$1              0.428      0.201      2.127      0.033      0.037

 Variances
    IB                 0.239      0.227      1.051      0.293      0.073
    SB                -0.038      0.109     -0.352      0.725      0.063

 Residual Variances
    U11                0.455      0.345      1.320      0.187      0.001
    U21                0.731      0.603      1.211      0.226      0.003
    U31                0.561      0.317      1.769      0.077      0.001
    U12                0.918      0.841      1.092      0.275      0.052
    U22                1.400      0.903      1.550      0.121      0.051
    U32                0.560      0.358      1.564      0.118      0.014
    U13                1.062      0.514      2.065      0.039      0.108
    U23                0.417      0.370      1.126      0.260      0.085
    U33                0.766      0.555      1.381      0.167      0.261
    F1B                0.236      0.212      1.111      0.266      0.020
    F2B                0.236      0.212      1.111      0.266      0.020
    F3B                0.236      0.212      1.111      0.266      0.020


QUALITY OF NUMERICAL RESULTS

     Average Condition Number for the Information Matrix      0.348E-03
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR WITHIN


           TAU
              U11$1         U21$1         U31$1         U12$1         U22$1
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           TAU
              U32$1         U13$1         U23$1         U33$1
              ________      ________      ________      ________
 1                  0             0             0             0


           NU
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U32           U13           U23           U33
              ________      ________      ________      ________
 1                  0             0             0             0


           LAMBDA
              F1W           F2W           F3W           IW            SW
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U21                1             0             0             0             0
 U31                2             0             0             0             0
 U12                0             0             0             0             0
 U22                0             1             0             0             0
 U32                0             2             0             0             0
 U13                0             0             0             0             0
 U23                0             0             1             0             0
 U33                0             0             2             0             0


           LAMBDA
              F1B           F2B           F3B           IB            SB
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U21                0             0             0             0             0
 U31                0             0             0             0             0
 U12                0             0             0             0             0
 U22                0             0             0             0             0
 U32                0             0             0             0             0
 U13                0             0             0             0             0
 U23                0             0             0             0             0
 U33                0             0             0             0             0


           THETA
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 U11                0
 U21                0             0
 U31                0             0             0
 U12                0             0             0             0
 U22                0             0             0             0             0
 U32                0             0             0             0             0
 U13                0             0             0             0             0
 U23                0             0             0             0             0
 U33                0             0             0             0             0


           THETA
              U32           U13           U23           U33
              ________      ________      ________      ________
 U32                0
 U13                0             0
 U23                0             0             0
 U33                0             0             0             0


           ALPHA
              F1W           F2W           F3W           IW            SW
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           ALPHA
              F1B           F2B           F3B           IB            SB
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           BETA
              F1W           F2W           F3W           IW            SW
              ________      ________      ________      ________      ________
 F1W                0             0             0             0             0
 F2W                0             0             0             0             0
 F3W                0             0             0             0             0
 IW                 0             0             0             0             0
 SW                 0             0             0             0             0
 F1B                0             0             0             0             0
 F2B                0             0             0             0             0
 F3B                0             0             0             0             0
 IB                 0             0             0             0             0
 SB                 0             0             0             0             0


           BETA
              F1B           F2B           F3B           IB            SB
              ________      ________      ________      ________      ________
 F1W                0             0             0             0             0
 F2W                0             0             0             0             0
 F3W                0             0             0             0             0
 IW                 0             0             0             0             0
 SW                 0             0             0             0             0
 F1B                0             0             0             0             0
 F2B                0             0             0             0             0
 F3B                0             0             0             0             0
 IB                 0             0             0             0             0
 SB                 0             0             0             0             0


           PSI
              F1W           F2W           F3W           IW            SW
              ________      ________      ________      ________      ________
 F1W                3
 F2W                0             4
 F3W                0             0             5
 IW                 0             0             0             6
 SW                 0             0             0             7             8
 F1B                0             0             0             0             0
 F2B                0             0             0             0             0
 F3B                0             0             0             0             0
 IB                 0             0             0             0             0
 SB                 0             0             0             0             0


           PSI
              F1B           F2B           F3B           IB            SB
              ________      ________      ________      ________      ________
 F1B                0
 F2B                0             0
 F3B                0             0             0
 IB                 0             0             0             0
 SB                 0             0             0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN


           TAU
              U11$1         U21$1         U31$1         U12$1         U22$1
              ________      ________      ________      ________      ________
 1                 23            24            25            23            24


           TAU
              U32$1         U13$1         U23$1         U33$1
              ________      ________      ________      ________
 1                 25            23            24            25


           NU
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U32           U13           U23           U33
              ________      ________      ________      ________
 1                  0             0             0             0


           LAMBDA
              F1W           F2W           F3W           IW            SW
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U21                0             0             0             0             0
 U31                0             0             0             0             0
 U12                0             0             0             0             0
 U22                0             0             0             0             0
 U32                0             0             0             0             0
 U13                0             0             0             0             0
 U23                0             0             0             0             0
 U33                0             0             0             0             0


           LAMBDA
              F1B           F2B           F3B           IB            SB
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U21                1             0             0             0             0
 U31                2             0             0             0             0
 U12                0             0             0             0             0
 U22                0             1             0             0             0
 U32                0             2             0             0             0
 U13                0             0             0             0             0
 U23                0             0             1             0             0
 U33                0             0             2             0             0


           THETA
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 U11                9
 U21                0            10
 U31                0             0            11
 U12                0             0             0            12
 U22                0             0             0             0            13
 U32                0             0             0             0             0
 U13                0             0             0             0             0
 U23                0             0             0             0             0
 U33                0             0             0             0             0


           THETA
              U32           U13           U23           U33
              ________      ________      ________      ________
 U32               14
 U13                0            15
 U23                0             0            16
 U33                0             0             0            17


           ALPHA
              F1W           F2W           F3W           IW            SW
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           ALPHA
              F1B           F2B           F3B           IB            SB
              ________      ________      ________      ________      ________
 1                  0             0             0             0            18


           BETA
              F1W           F2W           F3W           IW            SW
              ________      ________      ________      ________      ________
 F1W                0             0             0             0             0
 F2W                0             0             0             0             0
 F3W                0             0             0             0             0
 IW                 0             0             0             0             0
 SW                 0             0             0             0             0
 F1B                0             0             0             0             0
 F2B                0             0             0             0             0
 F3B                0             0             0             0             0
 IB                 0             0             0             0             0
 SB                 0             0             0             0             0


           BETA
              F1B           F2B           F3B           IB            SB
              ________      ________      ________      ________      ________
 F1W                0             0             0             0             0
 F2W                0             0             0             0             0
 F3W                0             0             0             0             0
 IW                 0             0             0             0             0
 SW                 0             0             0             0             0
 F1B                0             0             0             0             0
 F2B                0             0             0             0             0
 F3B                0             0             0             0             0
 IB                 0             0             0             0             0
 SB                 0             0             0             0             0


           PSI
              F1W           F2W           F3W           IW            SW
              ________      ________      ________      ________      ________
 F1W                0
 F2W                0             0
 F3W                0             0             0
 IW                 0             0             0             0
 SW                 0             0             0             0             0
 F1B                0             0             0             0             0
 F2B                0             0             0             0             0
 F3B                0             0             0             0             0
 IB                 0             0             0             0             0
 SB                 0             0             0             0             0


           PSI
              F1B           F2B           F3B           IB            SB
              ________      ________      ________      ________      ________
 F1B               19
 F2B                0            19
 F3B                0             0            19
 IB                 0             0             0            20
 SB                 0             0             0            21            22


     STARTING VALUES FOR WITHIN


           TAU
              U11$1         U21$1         U31$1         U12$1         U22$1
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           TAU
              U32$1         U13$1         U23$1         U33$1
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           NU
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U32           U13           U23           U33
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           LAMBDA
              F1W           F2W           F3W           IW            SW
              ________      ________      ________      ________      ________
 U11            1.000         0.000         0.000         0.000         0.000
 U21            1.000         0.000         0.000         0.000         0.000
 U31            1.000         0.000         0.000         0.000         0.000
 U12            0.000         1.000         0.000         0.000         0.000
 U22            0.000         1.000         0.000         0.000         0.000
 U32            0.000         1.000         0.000         0.000         0.000
 U13            0.000         0.000         1.000         0.000         0.000
 U23            0.000         0.000         1.000         0.000         0.000
 U33            0.000         0.000         1.000         0.000         0.000


           LAMBDA
              F1B           F2B           F3B           IB            SB
              ________      ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U31            0.000         0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U32            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U33            0.000         0.000         0.000         0.000         0.000


           THETA
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 U11            1.000
 U21            0.000         1.000
 U31            0.000         0.000         1.000
 U12            0.000         0.000         0.000         1.000
 U22            0.000         0.000         0.000         0.000         1.000
 U32            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U33            0.000         0.000         0.000         0.000         0.000


           THETA
              U32           U13           U23           U33
              ________      ________      ________      ________
 U32            1.000
 U13            0.000         1.000
 U23            0.000         0.000         1.000
 U33            0.000         0.000         0.000         1.000


           ALPHA
              F1W           F2W           F3W           IW            SW
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           ALPHA
              F1B           F2B           F3B           IB            SB
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           BETA
              F1W           F2W           F3W           IW            SW
              ________      ________      ________      ________      ________
 F1W            0.000         0.000         0.000         1.000         0.000
 F2W            0.000         0.000         0.000         1.000         1.000
 F3W            0.000         0.000         0.000         1.000         2.000
 IW             0.000         0.000         0.000         0.000         0.000
 SW             0.000         0.000         0.000         0.000         0.000
 F1B            0.000         0.000         0.000         0.000         0.000
 F2B            0.000         0.000         0.000         0.000         0.000
 F3B            0.000         0.000         0.000         0.000         0.000
 IB             0.000         0.000         0.000         0.000         0.000
 SB             0.000         0.000         0.000         0.000         0.000


           BETA
              F1B           F2B           F3B           IB            SB
              ________      ________      ________      ________      ________
 F1W            0.000         0.000         0.000         0.000         0.000
 F2W            0.000         0.000         0.000         0.000         0.000
 F3W            0.000         0.000         0.000         0.000         0.000
 IW             0.000         0.000         0.000         0.000         0.000
 SW             0.000         0.000         0.000         0.000         0.000
 F1B            0.000         0.000         0.000         0.000         0.000
 F2B            0.000         0.000         0.000         0.000         0.000
 F3B            0.000         0.000         0.000         0.000         0.000
 IB             0.000         0.000         0.000         0.000         0.000
 SB             0.000         0.000         0.000         0.000         0.000


           PSI
              F1W           F2W           F3W           IW            SW
              ________      ________      ________      ________      ________
 F1W            0.050
 F2W            0.000         0.050
 F3W            0.000         0.000         0.050
 IW             0.000         0.000         0.000         0.050
 SW             0.000         0.000         0.000         0.000         0.050
 F1B            0.000         0.000         0.000         0.000         0.000
 F2B            0.000         0.000         0.000         0.000         0.000
 F3B            0.000         0.000         0.000         0.000         0.000
 IB             0.000         0.000         0.000         0.000         0.000
 SB             0.000         0.000         0.000         0.000         0.000


           PSI
              F1B           F2B           F3B           IB            SB
              ________      ________      ________      ________      ________
 F1B            0.000
 F2B            0.000         0.000
 F3B            0.000         0.000         0.000
 IB             0.000         0.000         0.000         0.000
 SB             0.000         0.000         0.000         0.000         0.000


     STARTING VALUES FOR BETWEEN


           TAU
              U11$1         U21$1         U31$1         U12$1         U22$1
              ________      ________      ________      ________      ________
 1             -0.377        -0.567        -0.164        -0.377        -0.567


           TAU
              U32$1         U13$1         U23$1         U33$1
              ________      ________      ________      ________
 1             -0.164        -0.377        -0.567        -0.164


           NU
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U32           U13           U23           U33
              ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000


           LAMBDA
              F1W           F2W           F3W           IW            SW
              ________      ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U31            0.000         0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U32            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U33            0.000         0.000         0.000         0.000         0.000


           LAMBDA
              F1B           F2B           F3B           IB            SB
              ________      ________      ________      ________      ________
 U11            1.000         0.000         0.000         0.000         0.000
 U21            1.000         0.000         0.000         0.000         0.000
 U31            1.000         0.000         0.000         0.000         0.000
 U12            0.000         1.000         0.000         0.000         0.000
 U22            0.000         1.000         0.000         0.000         0.000
 U32            0.000         1.000         0.000         0.000         0.000
 U13            0.000         0.000         1.000         0.000         0.000
 U23            0.000         0.000         1.000         0.000         0.000
 U33            0.000         0.000         1.000         0.000         0.000


           THETA
              U11           U21           U31           U12           U22
              ________      ________      ________      ________      ________
 U11            1.000
 U21            0.000         1.000
 U31            0.000         0.000         1.000
 U12            0.000         0.000         0.000         1.000
 U22            0.000         0.000         0.000         0.000         1.000
 U32            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U33            0.000         0.000         0.000         0.000         0.000


           THETA
              U32           U13           U23           U33
              ________      ________      ________      ________
 U32            1.000
 U13            0.000         1.000
 U23            0.000         0.000         1.000
 U33            0.000         0.000         0.000         1.000


           ALPHA
              F1W           F2W           F3W           IW            SW
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           ALPHA
              F1B           F2B           F3B           IB            SB
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           BETA
              F1W           F2W           F3W           IW            SW
              ________      ________      ________      ________      ________
 F1W            0.000         0.000         0.000         0.000         0.000
 F2W            0.000         0.000         0.000         0.000         0.000
 F3W            0.000         0.000         0.000         0.000         0.000
 IW             0.000         0.000         0.000         0.000         0.000
 SW             0.000         0.000         0.000         0.000         0.000
 F1B            0.000         0.000         0.000         0.000         0.000
 F2B            0.000         0.000         0.000         0.000         0.000
 F3B            0.000         0.000         0.000         0.000         0.000
 IB             0.000         0.000         0.000         0.000         0.000
 SB             0.000         0.000         0.000         0.000         0.000


           BETA
              F1B           F2B           F3B           IB            SB
              ________      ________      ________      ________      ________
 F1W            0.000         0.000         0.000         0.000         0.000
 F2W            0.000         0.000         0.000         0.000         0.000
 F3W            0.000         0.000         0.000         0.000         0.000
 IW             0.000         0.000         0.000         0.000         0.000
 SW             0.000         0.000         0.000         0.000         0.000
 F1B            0.000         0.000         0.000         1.000         0.000
 F2B            0.000         0.000         0.000         1.000         1.000
 F3B            0.000         0.000         0.000         1.000         2.000
 IB             0.000         0.000         0.000         0.000         0.000
 SB             0.000         0.000         0.000         0.000         0.000


           PSI
              F1W           F2W           F3W           IW            SW
              ________      ________      ________      ________      ________
 F1W            0.000
 F2W            0.000         0.000
 F3W            0.000         0.000         0.000
 IW             0.000         0.000         0.000         0.000
 SW             0.000         0.000         0.000         0.000         0.000
 F1B            0.000         0.000         0.000         0.000         0.000
 F2B            0.000         0.000         0.000         0.000         0.000
 F3B            0.000         0.000         0.000         0.000         0.000
 IB             0.000         0.000         0.000         0.000         0.000
 SB             0.000         0.000         0.000         0.000         0.000


           PSI
              F1B           F2B           F3B           IB            SB
              ________      ________      ________      ________      ________
 F1B            0.050
 F2B            0.000         0.050
 F3B            0.000         0.000         0.050
 IB             0.000         0.000         0.000         0.050
 SB             0.000         0.000         0.000         0.000         0.050


TECHNICAL 8 OUTPUT


     Beginning Time:  17:43:34
        Ending Time:  17:43:35
       Elapsed Time:  00:00:01



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