================================================================================
Australian Performance Assessment Data                     Mon Jan 23 11:17 2023
SUMMARY OF THE ESTIMATION
==============================================================Version: 5.28.0===

DATA SPECIFICATIONS

The Data File: ex7b.dat.txt
The format:  responses 1-28
Cases in file:                                                          583
Retained cases after dropcases and keepcases:                           583
Retained cases with non-zero weight:                                    583
Cases in MML/MCMC estimation:                                           578
Weighted number of cases in MML/MCMC estimation:                        578
Cases with EAP estimates and latent trait imputations (PVs):            583
Weighted number of cases EAP estimates and latent trait impu            583


MODEL SPECIFICATIONS

Xsi increment max:    1.00000
FacOldXsi:    0.00000
Assumed population distribution was: Gaussian
Location constraint was: DEFAULT
Scale constraint was: Not applicable
No case weights
The regression model:
Grouping Variables:
The item model: item+item*step
Slopes are fixed
Total number of estimated parameters: 71
Random number generation seed:    2.00000
Number of nodes used when drawing PVs: 2000
Number of plausible values to draw: 5
Maximum number of iterations without a deviance improvement: 100
Maximum number of Newton steps for each parameter in M-step: 10
Value for obtaining finite MLEs for zero/perfects:    0.30000


ESTIMATION SPECIFICATIONS AND FIT

Estimation method was: MonteCarlo with 2000 nodes
Final Deviance:                                7950.51529
Akaike Information Criterion (AIC):            8092.51529
Akaike Information Criterion Corrected (AICc): 7950.51529
Bayesian Information Criterion (BIC):          nan
The number of iterations: 2
Termination criteria:  Max iterations=1000,Parameter Change= 0.00500
                       Deviance Change= 0.00010
Iterations terminated because the convergence criteria were reached
================================================================================
================================================================================
Australian Performance Assessment Data                     Mon Jan 23 11:17 2023
TABLES OF RESPONSE MODEL PARAMETER ESTIMATES
==============================================================Version: 5.28.0===
TERM 1: item
--------------------------------------------------------------------------------------------------------------
TERM 1: item

   VARIABLES                               UNWEIGHTED FIT             WEIGHTED FIT
---------------                        -----------------------   -----------------------
     item           ESTIMATE  ERROR^   MNSQ       CI        T    MNSQ       CI        T
--------------------------------------------------------------------------------------------------------------
 1   bspm11          -1.135   0.133    1.79 ( 0.80, 1.20)  6.3   1.14 ( 0.50, 1.50)  0.6
 2   bspm12           0.026   0.129    0.90 ( 0.80, 1.20) -0.9   0.87 ( 0.79, 1.21) -1.2
 3   bspm13          -0.588   0.121    0.70 ( 0.80, 1.20) -3.3   0.93 ( 0.58, 1.42) -0.2
 4   bspm14           0.400   0.104    1.08 ( 0.80, 1.20)  0.8   0.99 ( 0.80, 1.20) -0.1
 5   bspm15a         -0.842   0.139    0.79 ( 0.80, 1.20) -2.2   0.84 ( 0.69, 1.31) -1.0
 6   bspm15b          2.139*  0.281    1.04 ( 0.80, 1.20)  0.4   1.07 ( 0.87, 1.13)  1.0
 7   bspm21          -2.801   0.114    0.21 ( 0.80, 1.20)-11.6   0.85 ( 0.16, 1.84) -0.2
 8   bspm22           0.700   0.080    1.09 ( 0.80, 1.20)  0.9   1.06 ( 0.83, 1.17)  0.7
 9   bspm23          -1.424   0.106    0.74 ( 0.80, 1.20) -2.7   0.87 ( 0.74, 1.26) -1.0
 10  bspm24          -0.302   0.099    0.89 ( 0.80, 1.20) -1.1   0.91 ( 0.85, 1.15) -1.2
 11  bspm25           0.620   0.082    1.02 ( 0.80, 1.20)  0.2   1.01 ( 0.83, 1.17)  0.2
 12  bspm26a          1.578   0.074    1.16 ( 0.79, 1.21)  1.5   1.11 ( 0.81, 1.19)  1.1
 13  bspm26b          1.628*  0.229    1.09 ( 0.79, 1.21)  0.9   1.09 ( 0.80, 1.20)  0.9
 14  bspm31          -0.035   0.073    1.22 ( 0.80, 1.20)  2.1   0.99 ( 0.78, 1.22) -0.0
 15  bspm32          -0.739   0.077    0.75 ( 0.80, 1.20) -2.7   0.89 ( 0.73, 1.27) -0.8
 16  bspm33          -0.181   0.074    1.29 ( 0.80, 1.20)  2.6   0.98 ( 0.76, 1.24) -0.1
 17  bspm34           0.954*  0.129    1.32 ( 0.80, 1.20)  2.9   1.25 ( 0.79, 1.21)  2.2
 18  bspm41          -1.188   0.109    1.10 ( 0.80, 1.20)  1.0   1.00 ( 0.76, 1.24)  0.0
 19  bspm42          -0.705   0.093    0.76 ( 0.80, 1.20) -2.6   0.91 ( 0.81, 1.19) -0.9
 20  bspm43          -0.517   0.104    1.43 ( 0.80, 1.20)  3.8   1.32 ( 0.83, 1.17)  3.5
 21  bspm44          -1.212   0.110    1.20 ( 0.80, 1.20)  1.9   1.10 ( 0.76, 1.24)  0.8
 22  bspm45a          0.222   0.069    0.88 ( 0.80, 1.20) -1.2   0.92 ( 0.81, 1.19) -0.9
 23  bspm45b          0.360   0.112    0.95 ( 0.80, 1.20) -0.4   0.96 ( 0.83, 1.17) -0.4
 24  bspm45c         -0.212   0.083    0.83 ( 0.80, 1.20) -1.8   0.84 ( 0.82, 1.18) -1.9
 25  bspm46           3.251*  0.260    0.59 ( 0.80, 1.20) -4.7   0.97 ( 0.36, 1.64)  0.0
 26  bspm51          -0.324   0.066    1.07 ( 0.80, 1.20)  0.7   1.08 ( 0.81, 1.19)  0.8
 27  bspm52          -0.246   0.076    0.81 ( 0.80, 1.20) -2.0   0.84 ( 0.83, 1.17) -2.0
 28  bspm53           0.569*  0.101    1.18 ( 0.80, 1.20)  1.7   1.03 ( 0.82, 1.18)  0.3
--------------------------------------------------------------------------------
An asterisk next to a parameter estimate indicates that it is constrained
Separation Reliability= 0.988
Chi-square test of parameter equality=   2015.51, df=23, Sig Level=0.000
^ Quick standard errors have been used
Term is a fixed effect

TERM 2: item*step
----------------------------------------------------------------------------------------------------------------------------
TERM 2: item*step

          VARIABLES                                       UNWEIGHTED FIT             WEIGHTED FIT
------------------------------                        -----------------------   -----------------------
     item         category         ESTIMATE  ERROR^   MNSQ       CI        T    MNSQ       CI        T
----------------------------------------------------------------------------------------------------------------------------
 1   bspm11           0                               2.73 ( 0.80, 1.20) 11.7   1.19 ( 0.40, 1.60)  0.7
 1   bspm11           1              1.122   0.423    0.99 ( 0.80, 1.20) -0.1   0.94 ( 0.29, 1.71) -0.0
 1   bspm11           2             -1.122*           1.28 ( 0.80, 1.20)  2.6   1.05 ( 0.54, 1.46)  0.3
 3   bspm13           0                               0.69 ( 0.80, 1.20) -3.3   0.90 ( 0.55, 1.45) -0.4
 3   bspm13           1              1.922   0.510    0.74 ( 0.80, 1.20) -2.8   0.99 ( 0.08, 1.92)  0.1
 3   bspm13           2             -1.922*           0.70 ( 0.80, 1.20) -3.2   0.97 ( 0.59, 1.41) -0.1
 4   bspm14           0                               0.55 ( 0.80, 1.20) -5.3   0.87 ( 0.68, 1.32) -0.8
 4   bspm14           1             -0.740   0.165    1.13 ( 0.80, 1.20)  1.2   1.04 ( 0.88, 1.12)  0.6
 4   bspm14           2              0.740*           1.25 ( 0.80, 1.20)  2.3   1.07 ( 0.85, 1.15)  0.9
 7   bspm21           1                               0.11 ( 0.80, 1.20)-15.0   0.92 ( 0.00, 2.11)  0.0
 7   bspm21           2              1.267   0.589    0.36 ( 0.80, 1.20) -8.3   0.95 ( 0.00, 2.06)  0.1
 7   bspm21           3             -1.267*           0.29 ( 0.80, 1.20) -9.8   0.86 ( 0.24, 1.76) -0.3
 8   bspm22           0                               1.20 ( 0.80, 1.20)  1.9   1.04 ( 0.84, 1.16)  0.5
 8   bspm22           1             -0.045   0.168    0.94 ( 0.80, 1.20) -0.6   0.98 ( 0.85, 1.15) -0.3
 8   bspm22           2              0.045*           1.11 ( 0.80, 1.20)  1.1   1.03 ( 0.84, 1.16)  0.4
 11  bspm25           0                               1.32 ( 0.80, 1.20)  2.8   1.06 ( 0.84, 1.16)  0.7
 11  bspm25           1             -0.436   0.157    0.95 ( 0.80, 1.20) -0.4   0.98 ( 0.91, 1.09) -0.4
 11  bspm25           2              0.436*           0.86 ( 0.80, 1.20) -1.4   0.94 ( 0.84, 1.16) -0.8
 12  bspm26a          0                               1.08 ( 0.79, 1.21)  0.8   1.10 ( 0.83, 1.17)  1.2
 12  bspm26a          1              0.133   0.170    0.99 ( 0.79, 1.21) -0.0   1.00 ( 0.65, 1.35)  0.1
 12  bspm26a          2             -1.839   0.177    1.23 ( 0.79, 1.21)  2.1   1.12 ( 0.86, 1.14)  1.7
 12  bspm26a          3              1.706*           0.53 ( 0.79, 1.21) -5.4   1.06 ( 0.52, 1.48)  0.3
 13  bspm26b          0                               1.00 ( 0.79, 1.21)  0.1   1.03 ( 0.85, 1.15)  0.4
 13  bspm26b          1             -0.182   0.177    0.96 ( 0.79, 1.21) -0.3   0.99 ( 0.84, 1.16) -0.1
 13  bspm26b          2              0.182*           1.23 ( 0.79, 1.21)  2.1   1.10 ( 0.73, 1.27)  0.8
 14  bspm31           0                               3.29 ( 0.80, 1.20) 14.4   1.12 ( 0.74, 1.26)  0.9
 14  bspm31           1              0.060   0.194    0.89 ( 0.80, 1.20) -1.1   0.94 ( 0.78, 1.22) -0.5
 14  bspm31           2             -0.060*           0.93 ( 0.80, 1.20) -0.7   0.89 ( 0.81, 1.19) -1.1
 15  bspm32           0                               0.67 ( 0.80, 1.20) -3.6   0.86 ( 0.59, 1.41) -0.7
 15  bspm32           1             -0.098   0.209    0.80 ( 0.80, 1.20) -2.1   0.97 ( 0.75, 1.25) -0.2
 15  bspm32           2              0.098*           0.78 ( 0.80, 1.20) -2.3   0.94 ( 0.78, 1.22) -0.5
 16  bspm33           0                               1.63 ( 0.80, 1.20)  5.2   1.06 ( 0.72, 1.28)  0.5
 16  bspm33           1              0.330   0.214    1.06 ( 0.80, 1.20)  0.6   0.96 ( 0.73, 1.27) -0.2
 16  bspm33           2             -0.330*           1.08 ( 0.80, 1.20)  0.8   0.93 ( 0.79, 1.21) -0.7
 17  bspm34           0                               1.88 ( 0.80, 1.20)  6.9   1.39 ( 0.79, 1.21)  3.2
 17  bspm34           1             -0.082   0.161    1.09 ( 0.80, 1.20)  0.9   1.05 ( 0.75, 1.25)  0.4
 17  bspm34           2             -0.203   0.188    1.09 ( 0.80, 1.20)  0.9   1.02 ( 0.81, 1.19)  0.2
 17  bspm34           3              0.285*           0.85 ( 0.80, 1.20) -1.5   0.98 ( 0.81, 1.19) -0.2
 18  bspm41           0                               1.48 ( 0.80, 1.20)  4.2   1.05 ( 0.72, 1.28)  0.4
 18  bspm41           1              1.029   0.257    0.76 ( 0.80, 1.20) -2.6   0.96 ( 0.60, 1.40) -0.1
 18  bspm41           2             -1.029*           0.87 ( 0.80, 1.20) -1.3   0.95 ( 0.79, 1.21) -0.4
 19  bspm42           0                               0.75 ( 0.80, 1.20) -2.6   0.92 ( 0.80, 1.20) -0.8
 19  bspm42           1              2.210   0.386    0.88 ( 0.80, 1.20) -1.2   1.00 ( 0.31, 1.69)  0.1
 19  bspm42           2             -2.210*           0.77 ( 0.80, 1.20) -2.4   0.91 ( 0.81, 1.19) -0.9
 20  bspm43           0                               2.04 ( 0.80, 1.20)  7.9   1.17 ( 0.77, 1.23)  1.4
 20  bspm43           1             -0.690   0.149    1.12 ( 0.80, 1.20)  1.1   1.08 ( 0.93, 1.07)  2.2
 20  bspm43           2              0.690*           1.34 ( 0.80, 1.20)  3.1   1.27 ( 0.88, 1.12)  4.1
 21  bspm44           0                               1.41 ( 0.80, 1.20)  3.6   1.14 ( 0.70, 1.30)  0.9
 21  bspm44           1              0.669   0.225    0.91 ( 0.80, 1.20) -0.8   0.97 ( 0.68, 1.32) -0.1
 21  bspm44           2             -0.669*           1.03 ( 0.80, 1.20)  0.3   1.03 ( 0.81, 1.19)  0.3
 22  bspm45a          0                               0.77 ( 0.80, 1.20) -2.4   0.88 ( 0.82, 1.18) -1.4
 22  bspm45a          1              1.693   0.184    1.12 ( 0.80, 1.20)  1.1   1.00 ( 0.43, 1.57)  0.1
 22  bspm45a          2             -1.127   0.208    0.93 ( 0.80, 1.20) -0.6   0.99 ( 0.73, 1.27) -0.0
 22  bspm45a          3             -0.566*           0.95 ( 0.80, 1.20) -0.5   0.99 ( 0.83, 1.17) -0.0
 23  bspm45b          0                               0.87 ( 0.80, 1.20) -1.3   0.92 ( 0.84, 1.16) -1.0
 23  bspm45b          1             -1.216   0.147    0.96 ( 0.80, 1.20) -0.4   0.96 ( 0.94, 1.06) -1.3
 23  bspm45b          2              1.216*           1.05 ( 0.80, 1.20)  0.5   1.02 ( 0.77, 1.23)  0.2
 24  bspm45c          0                               0.68 ( 0.80, 1.20) -3.6   0.92 ( 0.75, 1.25) -0.6
 24  bspm45c          1             -0.804   0.151    0.86 ( 0.80, 1.20) -1.5   0.94 ( 0.85, 1.15) -0.7
 24  bspm45c          2             -0.107   0.155    0.96 ( 0.80, 1.20) -0.4   0.98 ( 0.90, 1.10) -0.5
 24  bspm45c          3              0.910*           0.90 ( 0.80, 1.20) -1.0   0.91 ( 0.83, 1.17) -1.1
 25  bspm46           0                               0.67 ( 0.80, 1.20) -3.7   0.98 ( 0.48, 1.52) -0.0
 25  bspm46           1             -0.000   0.331    0.69 ( 0.80, 1.20) -3.3   0.99 ( 0.45, 1.55)  0.1
 25  bspm46           2              0.000*           0.15 ( 0.80, 1.20)-14.0   1.01 ( 0.00, 2.95)  0.3
 26  bspm51           0                               1.30 ( 0.80, 1.20)  2.7   0.98 ( 0.78, 1.22) -0.2
 26  bspm51           1              0.022   0.152    1.00 ( 0.80, 1.20) -0.0   1.00 ( 0.73, 1.27)  0.0
 26  bspm51           2             -0.556   0.165    0.93 ( 0.80, 1.20) -0.7   0.98 ( 0.87, 1.13) -0.3
 26  bspm51           3              0.534*           1.13 ( 0.80, 1.20)  1.2   1.07 ( 0.85, 1.15)  0.9
 27  bspm52           0                               0.66 ( 0.80, 1.20) -3.8   0.83 ( 0.82, 1.18) -1.9
 27  bspm52           1             -0.362   0.156    0.96 ( 0.80, 1.20) -0.4   0.97 ( 0.89, 1.11) -0.5
 27  bspm52           2              0.362*           0.89 ( 0.80, 1.20) -1.1   0.93 ( 0.86, 1.14) -1.0
 28  bspm53           0                               1.12 ( 0.80, 1.20)  1.2   1.03 ( 0.84, 1.16)  0.3
 28  bspm53           1              0.502   0.196    1.04 ( 0.80, 1.20)  0.4   0.99 ( 0.76, 1.24) -0.1
 28  bspm53           2             -0.502*           1.32 ( 0.80, 1.20)  2.9   1.01 ( 0.82, 1.18)  0.1
--------------------------------------------------------------------------------
An asterisk next to a parameter estimate indicates that it is constrained
^ Quick standard errors have been used
================================================================================
================================================================================
Australian Performance Assessment Data                     Mon Jan 23 11:17 2023
TABLES OF POPULATION MODEL PARAMETER ESTIMATES
==============================================================Version: 5.28.0===
REGRESSION COEFFICIENTS

                                                               Dimension
                         -------------------------------------------------------------------------------------
Regression Variable          Dimension_1      Dimension_2      Dimension_3      Dimension_4      Dimension_5

CONSTANT                   1.702 ( 0.056)    0.522 ( 0.045)    1.166 ( 0.060)    0.127 ( 0.034)   -0.018 ( 0.046)
-------------------------------------------------------------------------------------------------------------------
An asterisk next to a parameter estimate indicates that it is constrained
===================================================================================================================
UNCONDITIONAL COVARIANCE/CORRELATION MATRIX

                                                               Dimension
                         ------------------------------------------------------------------------------------------
Dimension                    1                 2                 3                 4                 5

Dimension_1                                  0.803             0.862             0.475             0.131
Dimension_2                0.556                               0.790             0.400             0.273
Dimension_3                0.447             0.509                               0.736             0.845
Dimension_4                0.432             0.452             0.623                               0.459
Dimension_5                0.089             0.229             0.531             0.506
-------------------------------------------------------------------------------------------------------------------
Variance                   1.796  ( 0.105)   1.163  ( 0.068)   2.072  ( 0.121)   0.673  ( 0.039)   1.222  ( 0.072)
-------------------------------------------------------------------------------------------------------------------
An asterisk next to a parameter estimate indicates that it is constrained
Values below the diagonal are correlations and values above are covariances
===================================================================================================================

RELIABILITY COEFFICIENTS
------------------------

Dimension: (Dimension_1)
-----------------------
 MLE Person separation RELIABILITY:  Unavailable
 WLE Person separation RELIABILITY:  Unavailable
 EAP/PV RELIABILITY:                  0.304
Dimension: (Dimension_2)
-----------------------
 MLE Person separation RELIABILITY:  Unavailable
 WLE Person separation RELIABILITY:  Unavailable
 EAP/PV RELIABILITY:                  0.343
Dimension: (Dimension_3)
-----------------------
 MLE Person separation RELIABILITY:  Unavailable
 WLE Person separation RELIABILITY:  Unavailable
 EAP/PV RELIABILITY:                  0.397
Dimension: (Dimension_4)
-----------------------
 MLE Person separation RELIABILITY:  Unavailable
 WLE Person separation RELIABILITY:  Unavailable
 EAP/PV RELIABILITY:                  0.385
Dimension: (Dimension_5)
-----------------------
 MLE Person separation RELIABILITY:  Unavailable
 WLE Person separation RELIABILITY:  Unavailable
 EAP/PV RELIABILITY:                  0.314
------------------------
================================================================================
Australian Performance Assessment Data                     Mon Jan 23 11:17 2023
MAP OF LATENT DISTRIBUTIONS AND RESPONSE MODEL PARAMETER ESTIMATES
==============================================================Version: 5.28.0===
                       Dimension                     Terms in the Model (excl Step terms)
--------------------------------------------------------
     Dimension_Dimension_Dimension_Dimension_Dimension_5               +item
--------------------------------------------------------------------------------------------
   7            |         |         |         |         |                                  |
                |         |         |         |         |                                  |
                |         |         |         |         |                                  |
                |         |         |         |         |                                  |
                |         |         |         |         |                                  |
   6            |         |         |         |         |                                  |
                |         |         |         |         |                                  |
                |         |         |         |         |                                  |
                |         |         |         |         |                                  |
                |         |         |         |         |                                  |
   5            |         |         |         |         |                                  |
                |         |         |         |         |                                  |
               X|         |         |         |         |                                  |
               X|         |         |         |         |                                  |
               X|         |        X|         |         |                                  |
   4           X|         |        X|         |         |                                  |
              XX|         |        X|         |         |                                  |
              XX|         |        X|         |         |                                  |
             XXX|         |       XX|         |         |                                  |
             XXX|         |       XX|         |         |25                                |
   3         XXX|         |      XXX|         |         |                                  |
            XXXX|        X|      XXX|         |         |                                  |
           XXXXX|        X|      XXX|         |         |                                  |
           XXXXX|       XX|     XXXX|         |         |                                  |
          XXXXXX|       XX|    XXXXX|         |        X|                                  |
          XXXXXX|      XXX|     XXXX|         |        X|6                                 |
   2     XXXXXXX|      XXX|    XXXXX|        X|        X|                                  |
         XXXXXXX|    XXXXX|    XXXXX|        X|      XXX|13                                |
          XXXXXX|   XXXXXX|   XXXXXX|      XXX|       XX|12                                |
          XXXXXX|   XXXXXX|   XXXXXX|     XXXX|     XXXX|                                  |
          XXXXXX|  XXXXXXX|   XXXXXX|    XXXXX|    XXXXX|                                  |
   1       XXXXX| XXXXXXXX|   XXXXXX|  XXXXXXX|   XXXXXX|17                                |
           XXXXX| XXXXXXXX|   XXXXXX| XXXXXXXX|   XXXXXX|8                                 |
           XXXXX| XXXXXXXX|    XXXXX|XXXXXXXXX|  XXXXXXX|11 28                             |
             XXX| XXXXXXXX|    XXXXXXXXXXXXXXX|XXXXXXXXX|4 23                              |
             XXX| XXXXXXXX|    XXXXXXXXXXXXXXX|  XXXXXXX|22                                |
   0         XXX|  XXXXXXX|     XXXXXXXXXXXXXX| XXXXXXXX|2 14                              |
              XX|   XXXXXX|     XXXX|XXXXXXXXX|  XXXXXXX|10 16 24 27                       |
               X|    XXXXX|      XXX| XXXXXXXX|  XXXXXXX|26                                |
              XX|    XXXXX|      XXX|  XXXXXXX|   XXXXXX|3 19 20                           |
               X|      XXX|       XX|    XXXXX|   XXXXXX|5 15                              |
  -1           X|       XX|        X|     XXXX|     XXXX|                                  |
               X|       XX|        X|      XXX|     XXXX|1 18 21                           |
                |       XX|        X|       XX|     XXXX|9                                 |
                |        X|        X|       XX|      XXX|                                  |
                |        X|         |        X|       XX|                                  |
  -2            |        X|         |         |        X|                                  |
                |         |        X|         |        X|                                  |
                |         |         |         |        X|                                  |
                |         |         |         |        X|                                  |
                |         |         |         |         |7                                 |
  -3            |         |         |         |         |                                  |
                |         |         |         |         |                                  |
                |         |         |         |         |                                  |
                |         |         |         |         |                                  |
                |         |         |         |         |                                  |
  -4            |         |         |         |         |                                  |
                |         |         |         |         |                                  |
                |         |         |         |         |                                  |
                |         |         |         |         |                                  |
============================================================================================
Each 'X' represents 5.3 cases

============================================================================================
================================================================================
Australian Performance Assessment Data                     Mon Jan 23 11:17 2023
MAP OF LATENT DISTRIBUTIONS AND RESPONSE MODEL PARAMETER ESTIMATES
==============================================================Version: 5.28.0===
   Dimension Terms in the Model (excl Step terms)
----------
Dimension_1                    +item
----------------------------------------------------
   7            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
   6            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
   5            |                                  |
                |                                  |
               X|                                  |
               X|                                  |
               X|                                  |
   4           X|                                  |
              XX|                                  |
              XX|                                  |
             XXX|                                  |
             XXX|                                  |
   3         XXX|                                  |
            XXXX|                                  |
           XXXXX|                                  |
           XXXXX|                                  |
          XXXXXX|                                  |
          XXXXXX|6                                 |
   2     XXXXXXX|                                  |
         XXXXXXX|                                  |
          XXXXXX|                                  |
          XXXXXX|                                  |
          XXXXXX|                                  |
   1       XXXXX|                                  |
           XXXXX|                                  |
           XXXXX|                                  |
             XXX|4                                 |
             XXX|                                  |
   0         XXX|2                                 |
              XX|                                  |
               X|                                  |
              XX|3                                 |
               X|5                                 |
  -1           X|                                  |
               X|1                                 |
                |                                  |
                |                                  |
                |                                  |
  -2            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
  -3            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
  -4            |                                  |
                |                                  |
                |                                  |
                |                                  |
====================================================
Each 'X' represents 5.3 cases

====================================================
================================================================================
Australian Performance Assessment Data                     Mon Jan 23 11:17 2023
MAP OF LATENT DISTRIBUTIONS AND RESPONSE MODEL PARAMETER ESTIMATES
==============================================================Version: 5.28.0===
   Dimension Terms in the Model (excl Step terms)
----------
Dimension_2                    +item
----------------------------------------------------
   7            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
   6            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
   5            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
   4            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
   3            |                                  |
               X|                                  |
               X|                                  |
              XX|                                  |
              XX|                                  |
             XXX|                                  |
   2         XXX|                                  |
           XXXXX|13                                |
          XXXXXX|12                                |
          XXXXXX|                                  |
         XXXXXXX|                                  |
   1    XXXXXXXX|                                  |
        XXXXXXXX|8                                 |
        XXXXXXXX|11                                |
        XXXXXXXX|                                  |
        XXXXXXXX|                                  |
   0     XXXXXXX|                                  |
          XXXXXX|10                                |
           XXXXX|                                  |
           XXXXX|                                  |
             XXX|                                  |
  -1          XX|                                  |
              XX|                                  |
              XX|9                                 |
               X|                                  |
               X|                                  |
  -2           X|                                  |
                |                                  |
                |                                  |
                |                                  |
                |7                                 |
  -3            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
  -4            |                                  |
                |                                  |
                |                                  |
                |                                  |
====================================================
Each 'X' represents 5.3 cases

====================================================
================================================================================
Australian Performance Assessment Data                     Mon Jan 23 11:17 2023
MAP OF LATENT DISTRIBUTIONS AND RESPONSE MODEL PARAMETER ESTIMATES
==============================================================Version: 5.28.0===
   Dimension Terms in the Model (excl Step terms)
----------
Dimension_3                    +item
----------------------------------------------------
   7            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
   6            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
   5            |                                  |
                |                                  |
                |                                  |
                |                                  |
               X|                                  |
   4           X|                                  |
               X|                                  |
               X|                                  |
              XX|                                  |
              XX|                                  |
   3         XXX|                                  |
             XXX|                                  |
             XXX|                                  |
            XXXX|                                  |
           XXXXX|                                  |
            XXXX|                                  |
   2       XXXXX|                                  |
           XXXXX|                                  |
          XXXXXX|                                  |
          XXXXXX|                                  |
          XXXXXX|                                  |
   1      XXXXXX|17                                |
          XXXXXX|                                  |
           XXXXX|                                  |
           XXXXX|                                  |
           XXXXX|                                  |
   0        XXXX|14                                |
            XXXX|16                                |
             XXX|                                  |
             XXX|                                  |
              XX|15                                |
  -1           X|                                  |
               X|                                  |
               X|                                  |
               X|                                  |
                |                                  |
  -2            |                                  |
               X|                                  |
                |                                  |
                |                                  |
                |                                  |
  -3            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
  -4            |                                  |
                |                                  |
                |                                  |
                |                                  |
====================================================
Each 'X' represents 5.3 cases

====================================================
================================================================================
Australian Performance Assessment Data                     Mon Jan 23 11:17 2023
MAP OF LATENT DISTRIBUTIONS AND RESPONSE MODEL PARAMETER ESTIMATES
==============================================================Version: 5.28.0===
   Dimension Terms in the Model (excl Step terms)
----------
Dimension_4                    +item
----------------------------------------------------
   7            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
   6            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
   5            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
   4            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |25                                |
   3            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
   2           X|                                  |
               X|                                  |
             XXX|                                  |
            XXXX|                                  |
           XXXXX|                                  |
   1     XXXXXXX|                                  |
        XXXXXXXX|                                  |
       XXXXXXXXX|                                  |
      XXXXXXXXXX|23                                |
      XXXXXXXXXX|22                                |
   0  XXXXXXXXXX|                                  |
       XXXXXXXXX|24                                |
        XXXXXXXX|                                  |
         XXXXXXX|19 20                             |
           XXXXX|                                  |
  -1        XXXX|                                  |
             XXX|18 21                             |
              XX|                                  |
              XX|                                  |
               X|                                  |
  -2            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
  -3            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
  -4            |                                  |
                |                                  |
                |                                  |
                |                                  |
====================================================
Each 'X' represents 5.3 cases

====================================================
================================================================================
Australian Performance Assessment Data                     Mon Jan 23 11:17 2023
MAP OF LATENT DISTRIBUTIONS AND RESPONSE MODEL PARAMETER ESTIMATES
==============================================================Version: 5.28.0===
   Dimension Terms in the Model (excl Step terms)
----------
Dimension_5                    +item
----------------------------------------------------
   7            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
   6            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
   5            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
   4            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
   3            |                                  |
                |                                  |
                |                                  |
                |                                  |
               X|                                  |
               X|                                  |
   2           X|                                  |
             XXX|                                  |
              XX|                                  |
            XXXX|                                  |
           XXXXX|                                  |
   1      XXXXXX|                                  |
          XXXXXX|                                  |
         XXXXXXX|28                                |
       XXXXXXXXX|                                  |
         XXXXXXX|                                  |
   0    XXXXXXXX|                                  |
         XXXXXXX|27                                |
         XXXXXXX|26                                |
          XXXXXX|                                  |
          XXXXXX|                                  |
  -1        XXXX|                                  |
            XXXX|                                  |
            XXXX|                                  |
             XXX|                                  |
              XX|                                  |
  -2           X|                                  |
               X|                                  |
               X|                                  |
               X|                                  |
                |                                  |
  -3            |                                  |
                |                                  |
                |                                  |
                |                                  |
                |                                  |
  -4            |                                  |
                |                                  |
                |                                  |
                |                                  |
====================================================
Each 'X' represents 5.3 cases

====================================================
