Table VI.
Median log difference across configurations of bias, interval width, and RMSE of methods described in Section 1.4 versus MITSS, by interval estimates coverage for multivariate X (for all configurations with JSD < 0.3).
| Method | Type | Percent | Absolute bias | Interval width | RMSE |
|---|---|---|---|---|---|
| MITSS-PS | A | 41 | 0.27 | 0.15 | 0.27 |
| B | 8 | 0.42 | 0.09 | 0.42 | |
| C | 22 | 0.19 | 0.38 | 0.19 | |
| D | 29 | 0.34 | 0.19 | 0.34 | |
| MITSS-15 | A | 61 | 0.41 | 0.52 | 0.41 |
| B | 12 | 1.43 | 1.68 | 1.43 | |
| C | 2 | 0.21 | 0.35 | 0.21 | |
| D | 25 | 0.36 | 0.31 | 0.35 | |
| M–N–m | A | 51 | 0.13 | −0.13 | 0.13 |
| B | 22 | 0.21 | −0.37 | 0.21 | |
| C | 12 | 0.08 | 0.19 | 0.08 | |
| D | 15 | 0.18 | −0.27 | 0.18 | |
| M–C–m | A | 37 | 0.22 | 0.1 | 0.22 |
| B | 10 | 0.36 | 0.02 | 0.36 | |
| C | 26 | −0.12 | 0.09 | −0.12 | |
| D | 27 | 0.1 | −0.06 | 0.1 | |
| DR | A | 46 | 0.28 | 1.05 | 0.28 |
| B | 9 | 1.95 | 2.38 | 1.95 | |
| C | 17 | −0.97 | −0.39 | −0.97 | |
| D | 28 | −0.51 | −0.09 | −0.51 | |
| IPW1 | A | 39 | 2.85 | 3.68 | 2.85 |
| B | 13 | 1.94 | 2.28 | 1.94 | |
| C | 24 | 1.73 | 3.13 | 1.77 | |
| D | 24 | 0.86 | 1.61 | 0.88 | |
| FM | A | 48 | 0.21 | 0.03 | 0.21 |
| B | 16 | 0.33 | −0.15 | 0.33 | |
| C | 15 | −0.08 | 0.00 | −0.08 | |
| D | 21 | −0.10 | −0.44 | −0.11 |
Differences are displayed as alternative methods to MITSS.
The types are configurations for which 95% interval estimates has the following coverages characteristics: A, MITSS ≥ 0.9 and Method ≥ 0.9; B, MITSS < 0.9 and Method ≥ 0.9; C, MITSS ≥ 0.9 and Method < 0.9; D, MITSS < 0.9 and Method < 0.9.