PROVA.PH2

1




                                 BILOG-MG V3.0
                              REV 19990329.1300


      BILOG-MG ITEM MAINTENANCE PROGRAM: LOGISTIC ITEM RESPONSE MODEL




                   ***  BILOG-MG ITEM MAINTENANCE PROGRAM  ***




                              *** PHASE 2  ***




                                                                                
                                                                                




 >CALIB SELect = (1, 1),                                                        




        ACCel = 1.0000,                                                         




        GPRior;                                                                 




 CALIBRATION PARAMETERS
 ======================


 MAXIMUM NUMBER OF EM CYCLES:                 20


 MAXIMUM NUMBER OF NEWTON CYCLES:              2
 CONVERGENCE CRITERION:                       0.0100
 ACCELERATION CONSTANT:                       1.0000


 LATENT DISTRIBUTION:                       NORMAL PRIOR FOR EACH GROUP
 PLOT EMPIRICAL VS. FITTED ICC'S:           NO
 DATA HANDLING:                             DATA ON SCRATCH FILE
 CONSTRAINT DISTRIBUTION ON ASYMPTOTES:     YES
 CONSTRAINT DISTRIBUTION ON SLOPES:         YES
 CONSTRAINT DISTRIBUTION ON THRESHOLDS:     NO
 SOURCE OF ITEM CONSTRAINT DISTIBUTION
       MEANS AND STANDARD DEVIATIONS:       PROGRAM DEFAULTS
1


 --------------------------------------------------------------------------------




                        ******************************


                           CALIBRATION OF MAINTEST   


                                   NATUREZA


                        ******************************








 METHOD OF SOLUTION:


 EM CYCLES (MAXIMUM OF    20)
 FOLLOWED BY NEWTON-RAPHSON STEPS (MAXIMUM OF   2)




 QUADRATURE POINTS AND PRIOR WEIGHTS:




                1           2           3           4           5
 POINT    -0.4000E+01 -0.3429E+01 -0.2857E+01 -0.2286E+01 -0.1714E+01
 WEIGHT    0.7648E-04  0.6387E-03  0.3848E-02  0.1673E-01  0.5245E-01




                6           7           8           9          10
 POINT    -0.1143E+01 -0.5714E+00 -0.8882E-15  0.5714E+00  0.1143E+01
 WEIGHT    0.1186E+00  0.1936E+00  0.2280E+00  0.1936E+00  0.1186E+00




               11          12          13          14          15
 POINT     0.1714E+01  0.2286E+01  0.2857E+01  0.3429E+01  0.4000E+01
 WEIGHT    0.5245E-01  0.1673E-01  0.3848E-02  0.6387E-03  0.7648E-04






 CONSTRAINT DISTRIBUTIONS ON ITEM PARAMETERS
  (THRESHOLDS, NORMAL; SLOPES, LOG-NORMAL; GUESSING, BETA)


                 THRESHOLDS          SLOPES          ASYMPTOTES   
 ITEM          MU     SIGMA      MU     SIGMA     ALPHA       BETA
 ----------------------------------------------------------------------
 ITEM0001     -        -       1.000    1.649       5.00      17.00
 ITEM0002     -        -       1.000    1.649       5.00      17.00
 ITEM0003     -        -       1.000    1.649       5.00      17.00
 ITEM0004     -        -       1.000    1.649       5.00      17.00
 ITEM0005     -        -       1.000    1.649       5.00      17.00
 ITEM0006     -        -       1.000    1.649       5.00      17.00
 ITEM0007     -        -       1.000    1.649       5.00      17.00
 ITEM0008     -        -       1.000    1.649       5.00      17.00
 ITEM0009     -        -       1.000    1.649       5.00      17.00
 ITEM0010     -        -       1.000    1.649       5.00      17.00
 ----------------------------------------------------------------------








 [E-M CYCLES]






 -2 LOG LIKELIHOOD =        111.931




 CYCLE      1;   LARGEST CHANGE=   1.81009


 -2 LOG LIKELIHOOD =        115.060




 CYCLE      2;   LARGEST CHANGE=   0.12609


 -2 LOG LIKELIHOOD =        115.479




 CYCLE      3;   LARGEST CHANGE=   0.04578


 -2 LOG LIKELIHOOD =        115.571




 CYCLE      4;   LARGEST CHANGE=   0.05917


 -2 LOG LIKELIHOOD =        115.598




 CYCLE      5;   LARGEST CHANGE=   0.02093


 -2 LOG LIKELIHOOD =        115.612




 CYCLE      6;   LARGEST CHANGE=   0.01909


 -2 LOG LIKELIHOOD =        115.608




 CYCLE      7;   LARGEST CHANGE=   0.01464


 -2 LOG LIKELIHOOD =        115.606




 CYCLE      8;   LARGEST CHANGE=   0.01074


 -2 LOG LIKELIHOOD =        115.603




 CYCLE      9;   LARGEST CHANGE=   0.01940


 -2 LOG LIKELIHOOD =        115.603




 CYCLE     10;   LARGEST CHANGE=   0.00918








 [FULL NEWTON CYCLES]








 -2 LOG LIKELIHOOD:          115.6024




 CYCLE    11;   LARGEST CHANGE=   0.00569
1


 SUBTEST NATUREZA;  ITEM PARAMETERS AFTER CYCLE  11


 ITEM      INTERCEPT    SLOPE    THRESHOLD   LOADING   ASYMPTOTE
 ----------------------------------------------------------------
 ITEM0001 |  -0.954  |   1.006  |   0.949  |   0.709  |   0.200
          | 185.669* |   0.496* | 184.530* |   0.349* |   0.089*
          |          |          |          |          |
 ITEM0002 |  -1.393  |   1.108  |   1.257  |   0.742  |   0.184
          | 212.595* |   0.574* | 191.892* |   0.384* |   0.084*
          |          |          |          |          |
 ITEM0003 |  -0.229  |   1.290  |   0.177  |   0.790  |   0.179
          | 103.208* |   0.730* |  80.002* |   0.447* |   0.082*
          |          |          |          |          |
 ITEM0004 |   0.423  |   0.984  |  -0.430  |   0.701  |   0.203
          |  48.310* |   0.480* |  49.111* |   0.342* |   0.091*
          |          |          |          |          |
 ITEM0005 |   0.154  |   1.206  |  -0.128  |   0.770  |   0.189
          | 239.422* |   0.654* | 198.591* |   0.418* |   0.086*
          |          |          |          |          |
 ITEM0006 |   1.131  |   1.190  |  -0.951  |   0.766  |   0.195
          |  27.116* |   0.641* |  22.828* |   0.412* |   0.088*
          |          |          |          |          |
 ITEM0007 |  -1.074  |   1.005  |   1.069  |   0.709  |   0.207
          | 192.323* |   0.495* | 191.384* |   0.349* |   0.092*
          |          |          |          |          |
 ITEM0008 |  -0.191  |   0.770  |   0.248  |   0.610  |   0.220
          | 162.906* |   0.338* | 211.432* |   0.268* |   0.096*
          |          |          |          |          |
 ITEM0009 |   0.472  |   1.040  |  -0.454  |   0.721  |   0.200
          |  95.319* |   0.521* |  91.629* |   0.361* |   0.090*
          |          |          |          |          |
 ITEM0010 |  -0.121  |   1.138  |   0.106  |   0.751  |   0.211
          |  68.222* |   0.598* |  59.929* |   0.395* |   0.093*
 ----------------------------------------------------------------
                                              * STANDARD ERROR


     LARGEST CHANGE =    0.005686
 -------------------------------------------------------------------------------


 NOTE: ITEM FIT CHI-SQUARES AND THEIR SUMS MAY BE UNRELIABLE
 FOR TESTS WITH LESS THAN 20 ITEMS




 PARAMETER       MEAN  STN DEV
 -----------------------------------
 ASYMPTOTE      0.199    0.012
 SLOPE          1.074    0.147
 LOG(SLOPE)     0.062    0.145
 THRESHOLD      0.184    0.722




 QUADRATURE POINTS, POSTERIOR WEIGHTS, MEAN AND S.D.:




                   1           2           3           4           5
 POINT       -0.3862E+01 -0.3310E+01 -0.2759E+01 -0.2208E+01 -0.1656E+01
 POSTERIOR    0.7766E-04  0.7175E-03  0.4395E-02  0.1870E-01  0.5556E-01




                   6           7           8           9          10
 POINT       -0.1105E+01 -0.5533E+00 -0.1827E-02  0.5496E+00  0.1101E+01
 POSTERIOR    0.1210E+00  0.2020E+00  0.2175E+00  0.1741E+00  0.1165E+00




                  11          12          13          14          15
 POINT        0.1652E+01  0.2204E+01  0.2755E+01  0.3307E+01  0.3858E+01
 POSTERIOR    0.5853E-01  0.2328E-01  0.6377E-02  0.1153E-02  0.1438E-03


 MEAN         0.00000
 S.D.         1.00000
1


 --------------------------------------------------------------------------------




                        ******************************


                           CALIBRATION OF MAINTEST   


                                   MATEMAT


                        ******************************








 METHOD OF SOLUTION:


 EM CYCLES (MAXIMUM OF    20)
 FOLLOWED BY NEWTON-RAPHSON STEPS (MAXIMUM OF   2)




 QUADRATURE POINTS AND PRIOR WEIGHTS:




                1           2           3           4           5
 POINT    -0.4000E+01 -0.3429E+01 -0.2857E+01 -0.2286E+01 -0.1714E+01
 WEIGHT    0.7648E-04  0.6387E-03  0.3848E-02  0.1673E-01  0.5245E-01




                6           7           8           9          10
 POINT    -0.1143E+01 -0.5714E+00 -0.8882E-15  0.5714E+00  0.1143E+01
 WEIGHT    0.1186E+00  0.1936E+00  0.2280E+00  0.1936E+00  0.1186E+00




               11          12          13          14          15
 POINT     0.1714E+01  0.2286E+01  0.2857E+01  0.3429E+01  0.4000E+01
 WEIGHT    0.5245E-01  0.1673E-01  0.3848E-02  0.6387E-03  0.7648E-04






 CONSTRAINT DISTRIBUTIONS ON ITEM PARAMETERS
  (THRESHOLDS, NORMAL; SLOPES, LOG-NORMAL; GUESSING, BETA)


                 THRESHOLDS          SLOPES          ASYMPTOTES   
 ITEM          MU     SIGMA      MU     SIGMA     ALPHA       BETA
 ----------------------------------------------------------------------
 ITEM0011     -        -       1.000    1.649       5.00      17.00
 ITEM0012     -        -       1.000    1.649       5.00      17.00
 ITEM0013     -        -       1.000    1.649       5.00      17.00
 ITEM0014     -        -       1.000    1.649       5.00      17.00
 ITEM0015     -        -       1.000    1.649       5.00      17.00
 ITEM0016     -        -       1.000    1.649       5.00      17.00
 ITEM0017     -        -       1.000    1.649       5.00      17.00
 ITEM0018     -        -       1.000    1.649       5.00      17.00
 ITEM0019     -        -       1.000    1.649       5.00      17.00
 ITEM0020     -        -       1.000    1.649       5.00      17.00
 ----------------------------------------------------------------------








 [E-M CYCLES]






 -2 LOG LIKELIHOOD =         94.566




 CYCLE      1;   LARGEST CHANGE=   2.28436


 -2 LOG LIKELIHOOD =         96.732




 CYCLE      2;   LARGEST CHANGE=   0.24361


 -2 LOG LIKELIHOOD =         97.028




 CYCLE      3;   LARGEST CHANGE=   0.05728


 -2 LOG LIKELIHOOD =         97.033




 CYCLE      4;   LARGEST CHANGE=   0.07869


 -2 LOG LIKELIHOOD =         96.982




 CYCLE      5;   LARGEST CHANGE=   0.05459


 -2 LOG LIKELIHOOD =         96.970




 CYCLE      6;   LARGEST CHANGE=   0.03977


 -2 LOG LIKELIHOOD =         96.963




 CYCLE      7;   LARGEST CHANGE=   0.05544


 -2 LOG LIKELIHOOD =         96.962




 CYCLE      8;   LARGEST CHANGE=   0.04869


 -2 LOG LIKELIHOOD =         96.961




 CYCLE      9;   LARGEST CHANGE=   0.07583


 -2 LOG LIKELIHOOD =         96.966




 CYCLE     10;   LARGEST CHANGE=   0.06222


 -2 LOG LIKELIHOOD =         96.961




 CYCLE     11;   LARGEST CHANGE=   0.07007


 -2 LOG LIKELIHOOD =         96.965




 CYCLE     12;   LARGEST CHANGE=   0.13846


 -2 LOG LIKELIHOOD =         96.983




 CYCLE     13;   LARGEST CHANGE=   0.09320


 -2 LOG LIKELIHOOD =         96.956




 CYCLE     14;   LARGEST CHANGE=   0.00599








 [FULL NEWTON CYCLES]








 -2 LOG LIKELIHOOD:           96.9613




 CYCLE    15;   LARGEST CHANGE=   0.02245




 -2 LOG LIKELIHOOD:           96.9594




 CYCLE    16;   LARGEST CHANGE=   0.36621




 ====> NOTE: CONVERGENCE HAS NOT BEEN REACHED TO CRITERION =  0.01000


1


 SUBTEST MATEMAT ;  ITEM PARAMETERS AFTER CYCLE  16


 ITEM      INTERCEPT    SLOPE    THRESHOLD   LOADING   ASYMPTOTE
 ----------------------------------------------------------------
 ITEM0011 |  -0.126  |   1.492  |   0.084  |   0.831  |   0.178
          |   3.906* |   0.828* |   2.622* |   0.461* |   0.082*
          |          |          |          |          |
 ITEM0012 |   0.523  |   1.366  |  -0.383  |   0.807  |   0.201
          |   2.237* |   0.721* |   1.591* |   0.426* |   0.090*
          |          |          |          |          |
 ITEM0013 |  -0.993  |   1.604  |   0.619  |   0.849  |   0.164
          |   2.842* |   0.934* |   1.706* |   0.494* |   0.076*
          |          |          |          |          |
 ITEM0014 |  -0.093  |   1.591  |   0.058  |   0.847  |   0.173
          |   3.608* |   0.921* |   2.269* |   0.490* |   0.080*
          |          |          |          |          |
 ITEM0015 |  -0.958  |   1.605  |   0.597  |   0.849  |   0.156
          |   2.767* |   0.934* |   1.735* |   0.494* |   0.073*
          |          |          |          |          |
 ITEM0016 |  -1.528  |   1.294  |   1.182  |   0.791  |   0.217
          |   1.414* |   0.663* |   0.939* |   0.405* |   0.095*
          |          |          |          |          |
 ITEM0017 |   0.251  |   1.448  |  -0.173  |   0.823  |   0.186
          |   1.575* |   0.790* |   1.068* |   0.449* |   0.085*
          |          |          |          |          |
 ITEM0018 |   1.448  |   1.446  |  -1.001  |   0.823  |   0.194
          |   3.190* |   0.788* |   2.104* |   0.448* |   0.088*
          |          |          |          |          |
 ITEM0019 |   0.351  |   1.082  |  -0.324  |   0.734  |   0.199
          |   2.884* |   0.509* |   2.675* |   0.345* |   0.089*
          |          |          |          |          |
 ITEM0020 |  -2.667  |   1.297  |   2.057  |   0.792  |   0.185
          |   2.028* |   0.665* |   1.380* |   0.406* |   0.084*
 ----------------------------------------------------------------
                                              * STANDARD ERROR


     LARGEST CHANGE =    0.366209
 -------------------------------------------------------------------------------


 NOTE: ITEM FIT CHI-SQUARES AND THEIR SUMS MAY BE UNRELIABLE
 FOR TESTS WITH LESS THAN 20 ITEMS




 PARAMETER       MEAN  STN DEV
 -----------------------------------
 ASYMPTOTE      0.185    0.018
 SLOPE          1.422    0.167
 LOG(SLOPE)     0.346    0.124
 THRESHOLD      0.272    0.877




 QUADRATURE POINTS, POSTERIOR WEIGHTS, MEAN AND S.D.:




                   1           2           3           4           5
 POINT       -0.3244E+01 -0.2781E+01 -0.2318E+01 -0.1856E+01 -0.1393E+01
 POSTERIOR    0.1610E-03  0.1348E-02  0.7884E-02  0.3186E-01  0.8372E-01




                   6           7           8           9          10
 POINT       -0.9297E+00 -0.4667E+00 -0.3816E-02  0.4591E+00  0.9220E+00
 POSTERIOR    0.1411E+00  0.1704E+00  0.1664E+00  0.1274E+00  0.1214E+00




                  11          12          13          14          15
 POINT        0.1385E+01  0.1848E+01  0.2311E+01  0.2774E+01  0.3237E+01
 POSTERIOR    0.9272E-01  0.4127E-01  0.1185E-01  0.2233E-02  0.2845E-03


 MEAN         0.00000
 S.D.         1.00000






     24920 BYTES OF NUMERICAL WORKSPACE USED OF   8192000 AVAILABLE IN PHASE-2


      3152 BYTES OF CHARACTER WORKSPACE USED OF   2048000 AVAILABLE IN PHASE-2
           01/13/2012  13:55:22