Table 4. Simulation study 2: percentage correct selection when changing the sample size in the Potthoff & Roy data set.
| Minimum value | Absolute difference | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Scenario | Criteria | 25 | 50 | 75 | 100 | 25 | 50 | 75 | 100 |
| I | cDIC | 67.6 | 77.0 | 79.0 | 80.6 | 1.0 | 3.2 | 7.2 | 19.0 |
| mDIC | 76.4 | 83.0 | 84.2 | 82.8 | 52.2 | 92.6 | 98.4 | 99.0 | |
| cPSBF | 43.0 | 40.8 | 49.4 | 45.4 | 0.0 | 0.4 | 0.8 | 0.0 | |
| mPSBF | 75.2 | 83.0 | 84.4 | 83.0 | 83.1 | 93.0 | 93.2 | 96.1 | |
| cWAIC | 31.0 | 39.4 | 41.4 | 43.8 | 0.0 | 44.8 | 44.6 | 40.6 | |
| mWAIC | 75.0 | 82.4 | 83.8 | 82.0 | 56.2 | 92.8 | 98.8 | 98.8 | |
| II | cDIC | 53.8 | 50.8 | 47.4 | 41.0 | 89.6 | 87.2 | 87.2 | 84.8 |
| mDIC | 85.0 | 83.6 | 86.2 | 83.8 | 99.2 | 99.6 | 99.2 | 99.4 | |
| cPSBF | 47.6 | 44.8 | 47.8 | 53.0 | 65.2 | 65.8 | 66.2 | 65.8 | |
| mPSBF | 85.6 | 84.2 | 86.0 | 83.0 | 90.2 | 97.6 | 97.6 | 97.9 | |
| cWAIC | 36.8 | 34.2 | 34.2 | 31.8 | 83.8 | 83.4 | 83.2 | 82.6 | |
| mWAIC | 82.0 | 82.6 | 84.6 | 80.2 | 99.4 | 99.2 | 99.2 | 99.3 | |