Mplus VERSION 7.3
MUTHEN & MUTHEN
09/22/2014   6:01 PM

INPUT INSTRUCTIONS

  TITLE:	    this is an example of a three-level MIMIC with
  	        continuous factor indicators, two covariates on within,
              one covariate on between 2, one covariate on between 3,
  	        and random slopes on both within and between 2
  DATA:       FILE = ex9.22.dat;
  VARIABLE:   NAMES = y1-y6 x1 x2 w z level2 level3;
              CLUSTER = level3 level2;
  	        WITHIN = x1 x2;
  	        BETWEEN = (level2) w (level3) z;
  ANALYSIS:	TYPE = THREELEVEL RANDOM;
  MODEL:      %WITHIN%
  	        fw1 BY y1-y3;
              fw2 BY y4-y6;
              fw1 ON x1;
  	        s | fw2 ON x2;
              %BETWEEN level2%
              fb2 BY y1-y6;
  	        sf2 | fb2 ON w;
  	        ss | s ON w;
              fb2 WITH s;
              %BETWEEN level3%
              fb3 BY y1-y6;
              fb3 ON z;
              s ON z;
              sf2 ON z;
              ss ON z;
              fb3 WITH s sf2 ss;
              s WITH sf2 ss;
              sf2 WITH ss;
  OUTPUT:     TECH1 TECH8;



INPUT READING TERMINATED NORMALLY



this is an example of a three-level MIMIC with
continuous factor indicators, two covariates on within,
one covariate on between 2, one covariate on between 3,
and random slopes on both within and between 2

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        7500

Number of dependent variables                                    6
Number of independent variables                                  4
Number of continuous latent variables                            7

Observed dependent variables

  Continuous
   Y1          Y2          Y3          Y4          Y5          Y6

Observed independent variables
   X1          X2          W           Z

Continuous latent variables
   FW1         FW2         FB2         S           FB3         SF2
   SS

Variables with special functions

  Cluster variables     LEVEL3    LEVEL2

  Within variables
   X1          X2

  Level 2 between variables
   W

  Level 3 between variables
   Z


Estimator                                                      MLR
Information matrix                                        OBSERVED
Maximum number of iterations                                   100
Convergence criterion                                    0.100D-05
Maximum number of EM iterations                                500
Convergence criteria for the EM algorithm
  Loglikelihood change                                   0.100D-02
  Relative loglikelihood change                          0.100D-05
  Derivative                                             0.100D-03
Minimum variance                                         0.100D-03
Maximum number of steepest descent iterations                   20
Maximum number of iterations for H1                           2000
Convergence criterion for H1                             0.100D-02
Optimization algorithm                                         EMA

Input data file(s)
  ex9.22.dat
Input data format  FREE


SUMMARY OF DATA

     Number of LEVEL2 clusters           1500
     Number of LEVEL3 clusters             50


     THE STANDARD ERRORS OF THE MODEL PARAMETER ESTIMATES MAY NOT BE
     TRUSTWORTHY FOR SOME PARAMETERS DUE TO A NON-POSITIVE DEFINITE
     FIRST-ORDER DERIVATIVE PRODUCT MATRIX.  THIS MAY BE DUE TO THE STARTING
     VALUES BUT MAY ALSO BE AN INDICATION OF MODEL NONIDENTIFICATION.  THE
     CONDITION NUMBER IS      -0.841D-17.  PROBLEM INVOLVING THE FOLLOWING PARAMETER:
     Parameter 51, %BETWEEN LEVEL3%: SF2 ON Z

     THE NONIDENTIFICATION IS MOST LIKELY DUE TO HAVING MORE PARAMETERS THAN THE
     NUMBER OF LEVEL 3 CLUSTERS. REDUCE THE NUMBER OF PARAMETERS.


THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       62

Loglikelihood

          H0 Value                      -80911.886
          H0 Scaling Correction Factor      0.9890
            for MLR

Information Criteria

          Akaike (AIC)                  161947.772
          Bayesian (BIC)                162376.977
          Sample-Size Adjusted BIC      162179.954
            (n* = (n + 2) / 24)



MODEL RESULTS

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

Within Level

 FW1      BY
    Y1                 1.000      0.000    999.000    999.000
    Y2                 1.000      0.016     63.019      0.000
    Y3                 0.985      0.016     60.476      0.000

 FW2      BY
    Y4                 1.000      0.000    999.000    999.000
    Y5                 1.003      0.012     80.546      0.000
    Y6                 1.013      0.013     78.798      0.000

 FW1        ON
    X1                 0.789      0.015     51.328      0.000

 FW2      WITH
    FW1               -0.017      0.019     -0.880      0.379

 Residual Variances
    Y1                 1.018      0.026     38.878      0.000
    Y2                 0.944      0.025     37.679      0.000
    Y3                 1.045      0.022     46.695      0.000
    Y4                 1.033      0.031     32.829      0.000
    Y5                 0.990      0.026     38.169      0.000
    Y6                 0.994      0.025     40.459      0.000
    FW1                0.996      0.028     35.262      0.000
    FW2                1.005      0.031     32.168      0.000

Between LEVEL2 Level

 FB2      BY
    Y1                 1.000      0.000    999.000    999.000
    Y2                 1.019      0.022     46.857      0.000
    Y3                 0.991      0.024     42.156      0.000
    Y4                 1.039      0.028     36.568      0.000
    Y5                 1.037      0.023     44.692      0.000
    Y6                 1.000      0.026     38.127      0.000

 FB2      WITH
    S                  0.017      0.019      0.913      0.361

 Residual Variances
    Y1                 0.492      0.031     15.685      0.000
    Y2                 0.444      0.035     12.840      0.000
    Y3                 0.476      0.027     17.356      0.000
    Y4                 0.491      0.034     14.307      0.000
    Y5                 0.542      0.031     17.253      0.000
    Y6                 0.554      0.039     14.222      0.000
    FB2                0.455      0.028     16.511      0.000
    S                  0.610      0.037     16.405      0.000

Between LEVEL3 Level

 FB3      BY
    Y1                 1.000      0.000    999.000    999.000
    Y2                 0.961      0.152      6.327      0.000
    Y3                 0.971      0.144      6.745      0.000
    Y4                 1.008      0.105      9.603      0.000
    Y5                 0.889      0.125      7.104      0.000
    Y6                 0.903      0.120      7.509      0.000

 FB3        ON
    Z                  0.757      0.116      6.533      0.000

 S          ON
    Z                  0.310      0.079      3.905      0.000

 SF2        ON
    Z                  0.130      0.086      1.513      0.130

 SS         ON
    Z                  0.343      0.081      4.218      0.000

 FB3      WITH
    S                  0.025      0.047      0.532      0.595
    SF2                0.065      0.049      1.336      0.182
    SS                -0.036      0.033     -1.088      0.277

 S        WITH
    SF2                0.044      0.050      0.887      0.375
    SS                 0.047      0.040      1.185      0.236

 SF2      WITH
    SS                 0.018      0.048      0.372      0.710

 Intercepts
    Y1                 0.423      0.104      4.055      0.000
    Y2                 0.416      0.109      3.823      0.000
    Y3                 0.457      0.104      4.406      0.000
    Y4                 0.467      0.098      4.776      0.000
    Y5                 0.365      0.089      4.121      0.000
    Y6                 0.427      0.078      5.454      0.000
    S                  0.222      0.083      2.687      0.007
    SF2                1.103      0.093     11.915      0.000
    SS                 0.446      0.077      5.810      0.000

 Residual Variances
    Y1                 0.300      0.096      3.140      0.002
    Y2                 0.216      0.066      3.265      0.001
    Y3                 0.238      0.057      4.163      0.000
    Y4                 0.135      0.035      3.876      0.000
    Y5                 0.125      0.033      3.767      0.000
    Y6                 0.156      0.045      3.494      0.000
    FB3                0.242      0.085      2.852      0.004
    S                  0.318      0.072      4.441      0.000
    SF2                0.362      0.066      5.460      0.000
    SS                 0.221      0.044      5.063      0.000


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix             -0.841E-17
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR WITHIN


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              Y6            X1            X2            W             Z
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           LAMBDA
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 Y1                 0             0             0             0             0
 Y2                 1             0             0             0             0
 Y3                 2             0             0             0             0
 Y4                 0             0             0             0             0
 Y5                 0             3             0             0             0
 Y6                 0             4             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           LAMBDA
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 Y1                 0             0             0             0             0
 Y2                 0             0             0             0             0
 Y3                 0             0             0             0             0
 Y4                 0             0             0             0             0
 Y5                 0             0             0             0             0
 Y6                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           LAMBDA
              W             Z
              ________      ________
 Y1                 0             0
 Y2                 0             0
 Y3                 0             0
 Y4                 0             0
 Y5                 0             0
 Y6                 0             0
 X1                 0             0
 X2                 0             0
 W                  0             0
 Z                  0             0


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1                 5
 Y2                 0             6
 Y3                 0             0             7
 Y4                 0             0             0             8
 Y5                 0             0             0             0             9
 Y6                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           THETA
              Y6            X1            X2            W             Z
              ________      ________      ________      ________      ________
 Y6                10
 X1                 0             0
 X2                 0             0             0
 W                  0             0             0             0
 Z                  0             0             0             0             0


           ALPHA
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           ALPHA
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           ALPHA
              W             Z
              ________      ________
 1                  0             0


           BETA
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 FW1                0             0             0             0             0
 FW2                0             0             0             0             0
 FB2                0             0             0             0             0
 S%B2               0             0             0             0             0
 FB3                0             0             0             0             0
 S%B3               0             0             0             0             0
 SF2                0             0             0             0             0
 SS                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           BETA
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 FW1                0             0             0            11             0
 FW2                0             0             0             0             0
 FB2                0             0             0             0             0
 S%B2               0             0             0             0             0
 FB3                0             0             0             0             0
 S%B3               0             0             0             0             0
 SF2                0             0             0             0             0
 SS                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           BETA
              W             Z
              ________      ________
 FW1                0             0
 FW2                0             0
 FB2                0             0
 S%B2               0             0
 FB3                0             0
 S%B3               0             0
 SF2                0             0
 SS                 0             0
 X1                 0             0
 X2                 0             0
 W                  0             0
 Z                  0             0


           PSI
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 FW1               12
 FW2               13            14
 FB2                0             0             0
 S%B2               0             0             0             0
 FB3                0             0             0             0             0
 S%B3               0             0             0             0             0
 SF2                0             0             0             0             0
 SS                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           PSI
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 S%B3               0
 SF2                0             0
 SS                 0             0             0
 X1                 0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           PSI
              W             Z
              ________      ________
 W                  0
 Z                  0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL2


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              Y6            X1            X2            W             Z
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           LAMBDA
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 Y1                 0             0             0             0             0
 Y2                 0             0            15             0             0
 Y3                 0             0            16             0             0
 Y4                 0             0            17             0             0
 Y5                 0             0            18             0             0
 Y6                 0             0            19             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           LAMBDA
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 Y1                 0             0             0             0             0
 Y2                 0             0             0             0             0
 Y3                 0             0             0             0             0
 Y4                 0             0             0             0             0
 Y5                 0             0             0             0             0
 Y6                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           LAMBDA
              W             Z
              ________      ________
 Y1                 0             0
 Y2                 0             0
 Y3                 0             0
 Y4                 0             0
 Y5                 0             0
 Y6                 0             0
 X1                 0             0
 X2                 0             0
 W                  0             0
 Z                  0             0


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1                20
 Y2                 0            21
 Y3                 0             0            22
 Y4                 0             0             0            23
 Y5                 0             0             0             0            24
 Y6                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           THETA
              Y6            X1            X2            W             Z
              ________      ________      ________      ________      ________
 Y6                25
 X1                 0             0
 X2                 0             0             0
 W                  0             0             0             0
 Z                  0             0             0             0             0


           ALPHA
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           ALPHA
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           ALPHA
              W             Z
              ________      ________
 1                  0             0


           BETA
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 FW1                0             0             0             0             0
 FW2                0             0             0             0             0
 FB2                0             0             0             0             0
 S%B2               0             0             0             0             0
 FB3                0             0             0             0             0
 S%B3               0             0             0             0             0
 SF2                0             0             0             0             0
 SS                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           BETA
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 FW1                0             0             0             0             0
 FW2                0             0             0             0             0
 FB2                0             0             0             0             0
 S%B2               0             0             0             0             0
 FB3                0             0             0             0             0
 S%B3               0             0             0             0             0
 SF2                0             0             0             0             0
 SS                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           BETA
              W             Z
              ________      ________
 FW1                0             0
 FW2                0             0
 FB2                0             0
 S%B2               0             0
 FB3                0             0
 S%B3               0             0
 SF2                0             0
 SS                 0             0
 X1                 0             0
 X2                 0             0
 W                  0             0
 Z                  0             0


           PSI
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 FW1                0
 FW2                0             0
 FB2                0             0            26
 S%B2               0             0            27            28
 FB3                0             0             0             0             0
 S%B3               0             0             0             0             0
 SF2                0             0             0             0             0
 SS                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           PSI
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 S%B3               0
 SF2                0             0
 SS                 0             0             0
 X1                 0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           PSI
              W             Z
              ________      ________
 W                  0
 Z                  0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL3


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1                 29            30            31            32            33


           NU
              Y6            X1            X2            W             Z
              ________      ________      ________      ________      ________
 1                 34             0             0             0             0


           LAMBDA
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 Y1                 0             0             0             0             0
 Y2                 0             0             0             0            35
 Y3                 0             0             0             0            36
 Y4                 0             0             0             0            37
 Y5                 0             0             0             0            38
 Y6                 0             0             0             0            39
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           LAMBDA
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 Y1                 0             0             0             0             0
 Y2                 0             0             0             0             0
 Y3                 0             0             0             0             0
 Y4                 0             0             0             0             0
 Y5                 0             0             0             0             0
 Y6                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           LAMBDA
              W             Z
              ________      ________
 Y1                 0             0
 Y2                 0             0
 Y3                 0             0
 Y4                 0             0
 Y5                 0             0
 Y6                 0             0
 X1                 0             0
 X2                 0             0
 W                  0             0
 Z                  0             0


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1                40
 Y2                 0            41
 Y3                 0             0            42
 Y4                 0             0             0            43
 Y5                 0             0             0             0            44
 Y6                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           THETA
              Y6            X1            X2            W             Z
              ________      ________      ________      ________      ________
 Y6                45
 X1                 0             0
 X2                 0             0             0
 W                  0             0             0             0
 Z                  0             0             0             0             0


           ALPHA
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           ALPHA
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 1                 46            47            48             0             0


           ALPHA
              W             Z
              ________      ________
 1                  0             0


           BETA
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 FW1                0             0             0             0             0
 FW2                0             0             0             0             0
 FB2                0             0             0             0             0
 S%B2               0             0             0             0             0
 FB3                0             0             0             0             0
 S%B3               0             0             0             0             0
 SF2                0             0             0             0             0
 SS                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           BETA
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 FW1                0             0             0             0             0
 FW2                0             0             0             0             0
 FB2                0             0             0             0             0
 S%B2               0             0             0             0             0
 FB3                0             0             0             0             0
 S%B3               0             0             0             0             0
 SF2                0             0             0             0             0
 SS                 0             0             0             0             0
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           BETA
              W             Z
              ________      ________
 FW1                0             0
 FW2                0             0
 FB2                0             0
 S%B2               0             0
 FB3                0            49
 S%B3               0            50
 SF2                0            51
 SS                 0            52
 X1                 0             0
 X2                 0             0
 W                  0             0
 Z                  0             0


           PSI
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 FW1                0
 FW2                0             0
 FB2                0             0             0
 S%B2               0             0             0             0
 FB3                0             0             0             0            53
 S%B3               0             0             0             0            54
 SF2                0             0             0             0            56
 SS                 0             0             0             0            59
 X1                 0             0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           PSI
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 S%B3              55
 SF2               57            58
 SS                60            61            62
 X1                 0             0             0             0
 X2                 0             0             0             0             0
 W                  0             0             0             0             0
 Z                  0             0             0             0             0


           PSI
              W             Z
              ________      ________
 W                  0
 Z                  0             0


     STARTING VALUES FOR WITHIN


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              Y6            X1            X2            W             Z
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 Y1             1.000         0.000         0.000         0.000         0.000
 Y2             1.000         0.000         0.000         0.000         0.000
 Y3             1.000         0.000         0.000         0.000         0.000
 Y4             0.000         1.000         0.000         0.000         0.000
 Y5             0.000         1.000         0.000         0.000         0.000
 Y6             0.000         1.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 Y1             0.000         0.000         0.000         0.000         0.000
 Y2             0.000         0.000         0.000         0.000         0.000
 Y3             0.000         0.000         0.000         0.000         0.000
 Y4             0.000         0.000         0.000         0.000         0.000
 Y5             0.000         0.000         0.000         0.000         0.000
 Y6             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         1.000         0.000
 X2             0.000         0.000         0.000         0.000         1.000
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              W             Z
              ________      ________
 Y1             0.000         0.000
 Y2             0.000         0.000
 Y3             0.000         0.000
 Y4             0.000         0.000
 Y5             0.000         0.000
 Y6             0.000         0.000
 X1             0.000         0.000
 X2             0.000         0.000
 W              1.000         0.000
 Z              0.000         1.000


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             3.129
 Y2             0.000         3.088
 Y3             0.000         0.000         3.076
 Y4             0.000         0.000         0.000         3.769
 Y5             0.000         0.000         0.000         0.000         3.689
 Y6             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           THETA
              Y6            X1            X2            W             Z
              ________      ________      ________      ________      ________
 Y6             3.674
 X1             0.000         0.000
 X2             0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           ALPHA
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           ALPHA
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           ALPHA
              W             Z
              ________      ________
 1              0.000         0.000


           BETA
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 FW1            0.000         0.000         0.000         0.000         0.000
 FW2            0.000         0.000         0.000         0.000         0.000
 FB2            0.000         0.000         0.000         0.000         0.000
 S%B2           0.000         0.000         0.000         0.000         0.000
 FB3            0.000         0.000         0.000         0.000         0.000
 S%B3           0.000         0.000         0.000         0.000         0.000
 SF2            0.000         0.000         0.000         0.000         0.000
 SS             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           BETA
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 FW1            0.000         0.000         0.000         0.000         0.000
 FW2            0.000         0.000         0.000         0.000         0.000
 FB2            0.000         0.000         0.000         0.000         0.000
 S%B2           0.000         0.000         0.000         0.000         0.000
 FB3            0.000         0.000         0.000         0.000         0.000
 S%B3           0.000         0.000         0.000         0.000         0.000
 SF2            0.000         0.000         0.000         0.000         0.000
 SS             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           BETA
              W             Z
              ________      ________
 FW1            0.000         0.000
 FW2            0.000         0.000
 FB2            0.000         0.000
 S%B2           0.000         0.000
 FB3            0.000         0.000
 S%B3           0.000         0.000
 SF2            0.000         0.000
 SS             0.000         0.000
 X1             0.000         0.000
 X2             0.000         0.000
 W              0.000         0.000
 Z              0.000         0.000


           PSI
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 FW1            0.050
 FW2            0.000         0.050
 FB2            0.000         0.000         0.000
 S%B2           0.000         0.000         0.000         0.000
 FB3            0.000         0.000         0.000         0.000         0.000
 S%B3           0.000         0.000         0.000         0.000         0.000
 SF2            0.000         0.000         0.000         0.000         0.000
 SS             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           PSI
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 S%B3           0.000
 SF2            0.000         0.000
 SS             0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.499
 X2             0.000         0.000         0.000         0.000         0.497
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           PSI
              W             Z
              ________      ________
 W              0.000
 Z              0.000         0.000


     STARTING VALUES FOR BETWEEN LEVEL2


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              Y6            X1            X2            W             Z
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 Y1             0.000         0.000         1.000         0.000         0.000
 Y2             0.000         0.000         1.000         0.000         0.000
 Y3             0.000         0.000         1.000         0.000         0.000
 Y4             0.000         0.000         1.000         0.000         0.000
 Y5             0.000         0.000         1.000         0.000         0.000
 Y6             0.000         0.000         1.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 Y1             0.000         0.000         0.000         0.000         0.000
 Y2             0.000         0.000         0.000         0.000         0.000
 Y3             0.000         0.000         0.000         0.000         0.000
 Y4             0.000         0.000         0.000         0.000         0.000
 Y5             0.000         0.000         0.000         0.000         0.000
 Y6             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         1.000         0.000
 X2             0.000         0.000         0.000         0.000         1.000
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              W             Z
              ________      ________
 Y1             0.000         0.000
 Y2             0.000         0.000
 Y3             0.000         0.000
 Y4             0.000         0.000
 Y5             0.000         0.000
 Y6             0.000         0.000
 X1             0.000         0.000
 X2             0.000         0.000
 W              1.000         0.000
 Z              0.000         1.000


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             3.129
 Y2             0.000         3.088
 Y3             0.000         0.000         3.076
 Y4             0.000         0.000         0.000         3.769
 Y5             0.000         0.000         0.000         0.000         3.689
 Y6             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           THETA
              Y6            X1            X2            W             Z
              ________      ________      ________      ________      ________
 Y6             3.674
 X1             0.000         0.000
 X2             0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           ALPHA
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           ALPHA
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           ALPHA
              W             Z
              ________      ________
 1              0.000         0.000


           BETA
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 FW1            0.000         0.000         0.000         0.000         0.000
 FW2            0.000         0.000         0.000         0.000         0.000
 FB2            0.000         0.000         0.000         0.000         0.000
 S%B2           0.000         0.000         0.000         0.000         0.000
 FB3            0.000         0.000         0.000         0.000         0.000
 S%B3           0.000         0.000         0.000         0.000         0.000
 SF2            0.000         0.000         0.000         0.000         0.000
 SS             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           BETA
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 FW1            0.000         0.000         0.000         0.000         0.000
 FW2            0.000         0.000         0.000         0.000         0.000
 FB2            0.000         0.000         0.000         0.000         0.000
 S%B2           0.000         0.000         0.000         0.000         0.000
 FB3            0.000         0.000         0.000         0.000         0.000
 S%B3           0.000         0.000         0.000         0.000         0.000
 SF2            0.000         0.000         0.000         0.000         0.000
 SS             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           BETA
              W             Z
              ________      ________
 FW1            0.000         0.000
 FW2            0.000         0.000
 FB2            0.000         0.000
 S%B2           0.000         0.000
 FB3            0.000         0.000
 S%B3           0.000         0.000
 SF2            0.000         0.000
 SS             0.000         0.000
 X1             0.000         0.000
 X2             0.000         0.000
 W              0.000         0.000
 Z              0.000         0.000


           PSI
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 FW1            0.000
 FW2            0.000         0.000
 FB2            0.000         0.000         0.050
 S%B2           0.000         0.000         0.000         1.000
 FB3            0.000         0.000         0.000         0.000         0.000
 S%B3           0.000         0.000         0.000         0.000         0.000
 SF2            0.000         0.000         0.000         0.000         0.000
 SS             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           PSI
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 S%B3           0.000
 SF2            0.000         0.000
 SS             0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           PSI
              W             Z
              ________      ________
 W              0.498
 Z              0.000         0.000


     STARTING VALUES FOR BETWEEN LEVEL3


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1              0.591         0.579         0.620         0.648         0.528


           NU
              Y6            X1            X2            W             Z
              ________      ________      ________      ________      ________
 1              0.591         0.000         0.000         0.000         0.000


           LAMBDA
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 Y1             0.000         0.000         0.000         0.000         1.000
 Y2             0.000         0.000         0.000         0.000         1.000
 Y3             0.000         0.000         0.000         0.000         1.000
 Y4             0.000         0.000         0.000         0.000         1.000
 Y5             0.000         0.000         0.000         0.000         1.000
 Y6             0.000         0.000         0.000         0.000         1.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 Y1             0.000         0.000         0.000         0.000         0.000
 Y2             0.000         0.000         0.000         0.000         0.000
 Y3             0.000         0.000         0.000         0.000         0.000
 Y4             0.000         0.000         0.000         0.000         0.000
 Y5             0.000         0.000         0.000         0.000         0.000
 Y6             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         1.000         0.000
 X2             0.000         0.000         0.000         0.000         1.000
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              W             Z
              ________      ________
 Y1             0.000         0.000
 Y2             0.000         0.000
 Y3             0.000         0.000
 Y4             0.000         0.000
 Y5             0.000         0.000
 Y6             0.000         0.000
 X1             0.000         0.000
 X2             0.000         0.000
 W              1.000         0.000
 Z              0.000         1.000


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             3.129
 Y2             0.000         3.088
 Y3             0.000         0.000         3.076
 Y4             0.000         0.000         0.000         3.769
 Y5             0.000         0.000         0.000         0.000         3.689
 Y6             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           THETA
              Y6            X1            X2            W             Z
              ________      ________      ________      ________      ________
 Y6             3.674
 X1             0.000         0.000
 X2             0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           ALPHA
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           ALPHA
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           ALPHA
              W             Z
              ________      ________
 1              0.000         0.000


           BETA
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 FW1            0.000         0.000         0.000         0.000         0.000
 FW2            0.000         0.000         0.000         0.000         0.000
 FB2            0.000         0.000         0.000         0.000         0.000
 S%B2           0.000         0.000         0.000         0.000         0.000
 FB3            0.000         0.000         0.000         0.000         0.000
 S%B3           0.000         0.000         0.000         0.000         0.000
 SF2            0.000         0.000         0.000         0.000         0.000
 SS             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           BETA
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 FW1            0.000         0.000         0.000         0.000         0.000
 FW2            0.000         0.000         0.000         0.000         0.000
 FB2            0.000         0.000         0.000         0.000         0.000
 S%B2           0.000         0.000         0.000         0.000         0.000
 FB3            0.000         0.000         0.000         0.000         0.000
 S%B3           0.000         0.000         0.000         0.000         0.000
 SF2            0.000         0.000         0.000         0.000         0.000
 SS             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           BETA
              W             Z
              ________      ________
 FW1            0.000         0.000
 FW2            0.000         0.000
 FB2            0.000         0.000
 S%B2           0.000         0.000
 FB3            0.000         0.000
 S%B3           0.000         0.000
 SF2            0.000         0.000
 SS             0.000         0.000
 X1             0.000         0.000
 X2             0.000         0.000
 W              0.000         0.000
 Z              0.000         0.000


           PSI
              FW1           FW2           FB2           S%B2          FB3
              ________      ________      ________      ________      ________
 FW1            0.000
 FW2            0.000         0.000
 FB2            0.000         0.000         0.000
 S%B2           0.000         0.000         0.000         0.000
 FB3            0.000         0.000         0.000         0.000         0.050
 S%B3           0.000         0.000         0.000         0.000         0.000
 SF2            0.000         0.000         0.000         0.000         0.000
 SS             0.000         0.000         0.000         0.000         0.000
 X1             0.000         0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           PSI
              S%B3          SF2           SS            X1            X2
              ________      ________      ________      ________      ________
 S%B3           1.000
 SF2            0.000         1.000
 SS             0.000         0.000         1.000
 X1             0.000         0.000         0.000         0.000
 X2             0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000
 Z              0.000         0.000         0.000         0.000         0.000


           PSI
              W             Z
              ________      ________
 W              0.000
 Z              0.000         0.420


TECHNICAL 8 OUTPUT


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.92332101D+05    0.0000000    0.0000000  EM
              2 -0.82319921D+05 ************    0.1084366  EM
              3 -0.81093001D+05 1226.9206591    0.0149043  EM
              4 -0.80954553D+05  138.4478685    0.0017073  EM
              5 -0.80925422D+05   29.1303221    0.0003598  EM
              6 -0.80916610D+05    8.8123365    0.0001089  EM
              7 -0.80913612D+05    2.9980612    0.0000371  EM
              8 -0.80912536D+05    1.0757368    0.0000133  EM
              9 -0.80912137D+05    0.3993450    0.0000049  EM
             10 -0.80911985D+05    0.1521575    0.0000019  EM
             11 -0.80911926D+05    0.0592601    0.0000007  EM
             12 -0.80911902D+05    0.0235604    0.0000003  EM
             13 -0.80911892D+05    0.0095357    0.0000001  EM
             14 -0.80911889D+05    0.0039312    0.0000000  EM
             15 -0.80911887D+05    0.0016486    0.0000000  EM
             16 -0.80911886D+05    0.0007044    0.0000000  EM


     Beginning Time:  18:01:36
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