Method | Value |
|
|
|
|
|
|
True value | 0.5 | 1.0 | 5.0 | 1.0 | 1.0 | 0.7 | |
Random | RBias | −31.90 | 43.42 | 61.46 | 82.91 | 7.43 | 55.62 |
| RSE | 45.04 | 29.58 | 3.26 | 7.43 | 7.33 | 59.65 |
| RRMSE | 55.16 | 52.52 | 61.54 | 83.24 | 10.43 | 81.51 |
Weighted | RBias | 1.98 | −1.41 | −0.22 | −0.04 | 0.43 | 11.26 |
likelihood | RSE | 36.03 | 29.21 | 3.95 | 7.36 | 5.68 | 32.18 |
| RRMSE | 36.05 | 29.21 | 3.95 | 7.35 | 5.69 | 34.06 |
Calibrated | RBias | 1.80 | −1.34 | −0.21 | −0.19 | 0.41 | 11.47 |
weighted | RSE | 36.36 | 29.04 | 3.95 | 7.48 | 5.80 | 32.11 |
likelihood | RRMSE | 36.37 | 29.04 | 3.95 | 7.47 | 5.81 | 34.06 |
Complete | RBias | −1.18 | −0.90 | 0.24 | −0.05 | 0.45 | 16.00 |
data | RSE | 40.32 | 21.51 | 2.11 | 6.21 | 3.38 | 34.70 |
likelihood | RRMSE | 40.30 | 21.50 | 2.12 | 6.21 | 3.40 | 38.18 |
Conditional | RBias | −0.57 | 3.15 | 2.35 | 3.87 | 1.44 | 13.30 |
likelihood | RSE | 45.82 | 41.49 | 5.92 | 11.87 | 5.37 | 34.77 |
| RRMSE | 45.78 | 41.57 | 6.37 | 12.47 | 5.55 | 37.20 |
Full | RBias | 1.10 | −0.60 | 0.05 | −0.70 | 0.70 | 9.32 |
information | RSE | 11.84 | 11.51 | 2.07 | 4.40 | 2.80 | 22.27 |
likelihood | RRMSE | 11.88 | 11.52 | 2.07 | 4.45 | 2.89 | 24.13 |
Full | RBias | 0.98 | −0.41 | 0.02 | −0.84 | 0.64 | 13.05 |
data | RSE | 12.32 | 12.70 | 2.02 | 3.88 | 2.76 | 16.76 |
likelihood | RRMSE | 12.35 | 12.70 | 2.02 | 3.97 | 2.83 | 21.23 |
Empirical | RBias | 1.17 | −0.55 | 0.25 | −0.52 | 0.87 | 10.02 |
proportion | RSE | 11.93 | 11.61 | 1.96 | 4.10 | 2.83 | 20.90 |
likelihood | RRMSE | 11.97 | 11.61 | 1.97 | 4.13 | 2.95 | 23.16 |