Table 5.
Descriptive Statistics of Test Lengths Using the DINA Model.
PWKL |
MPWKL |
GDI |
|||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Item quality | π(αc|Xi) | Minimum | Maximum | M | CV | Minimum | Maximum | M | CV | Minimum | Maximum | M | CV |
HD-LV | 0.65 | 3 | 25 | 8.26 | 0.28 | 3 | 16 | 6.69 | 0.13 | 3 | 14 | 6.67 | 0.13 |
0.75 | 3 | 28 | 8.92 | 0.28 | 4 | 18 | 7.32 | 0.17 | 4 | 19 | 7.34 | 0.16 | |
0.85 | 3 | 32 | 10.08 | 0.27 | 4 | 22 | 8.83 | 0.19 | 4 | 24 | 8.87 | 0.19 | |
0.95 | 4 | 35 | 12.05 | 0.25 | 4 | 26 | 10.99 | 0.19 | 4 | 31 | 10.99 | 0.19 | |
HD-HV | 0.65 | 2 | 19 | 7.76 | 0.22 | 2 | 14 | 6.55 | 0.11 | 2 | 10 | 6.52 | 0.12 |
0.75 | 2 | 22 | 7.96 | 0.22 | 2 | 14 | 6.58 | 0.11 | 2 | 11 | 6.60 | 0.11 | |
0.85 | 2 | 23 | 8.45 | 0.22 | 2 | 14 | 6.72 | 0.10 | 2 | 14 | 6.73 | 0.10 | |
0.95 | 2 | 23 | 9.36 | 0.21 | 2 | 17 | 7.51 | 0.12 | 2 | 18 | 7.22 | 0.11 | |
LD-LV | 0.65 | 4 | 48 | 13.48 | 0.37 | 5 | 32 | 11.41 | 0.30 | 5 | 34 | 11.46 | 0.30 |
0.75 | 4 | 50 | 15.21 | 0.36 | 6 | 40 | 13.02 | 0.29 | 6 | 38 | 13.08 | 0.29 | |
0.85 | 5 | 55 | 17.11 | 0.35 | 6 | 53 | 14.95 | 0.30 | 6 | 55 | 15.00 | 0.30 | |
0.95 | 5 | 73 | 21.43 | 0.32 | 7 | 56 | 19.40 | 0.28 | 7 | 64 | 19.46 | 0.28 | |
LD-HV | 0.65 | 3 | 35 | 10.45 | 0.32 | 4 | 28 | 8.60 | 0.24 | 4 | 28 | 8.57 | 0.24 |
0.75 | 4 | 36 | 11.71 | 0.32 | 5 | 29 | 9.86 | 0.26 | 5 | 31 | 9.93 | 0.26 | |
0.85 | 4 | 42 | 13.41 | 0.31 | 5 | 32 | 11.78 | 0.26 | 5 | 32 | 11.77 | 0.26 | |
0.95 | 4 | 49 | 15.70 | 0.29 | 6 | 43 | 14.13 | 0.25 | 6 | 42 | 14.17 | 0.25 |
Note. DINA = deterministic inputs, noisy “and” gate; PWKL = posterior-weighted Kullback–Leibler index; MPWKL = modified posterior-weighted Kullback–Leibler index; GDI = G-DINA model discrimination index; G-DINA = generalized DINA; CV = coefficient of variation; HD-LV = high discrimination–low variance; HD-HV = high discrimination–high variance; LD-LV = low discrimination–low variance; LD-HV = low discrimination–high variance.