Empirical Coverage Estimation on RiverSwim (T=10, 95% coverage)
89.9Q* (1, 0)Model-based bootstrap with percentile CI
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Model-based bootstrap with percentile CIn=10002026.05 | 89.9 | 90.1 | 64.8 | 89.9 | 89.9 | 90.1 | 90 | 89.7 | 69 | |
| Episodic bootstrap with percentile CIn=10002026.05 | 86.2 | 86.5 | 60.2 | 86.2 | 86 | 86.5 | 86.5 | 86.7 | 65 | |
| Model-based bootstrap with percentile CIn=5002026.05 | 74.8 | 74.8 | 33.7 | 74.8 | 74.8 | 74.8 | 74.8 | 74.7 | 41.7 | |
| Episodic bootstrap with percentile CIn=5002026.05 | 71.6 | 71.7 | 27.6 | 71.6 | 71.7 | 71.7 | 71.5 | 71.5 | 34.7 | |
| Plug-in (CLT) CIn=10002026.05 | 38.8 | 61.8 | 61.7 | 38.8 | 51.4 | 61.8 | 64 | 64.8 | 60.1 | |
| Model-based bootstrap with pivot CIn=10002026.05 | 37.5 | 48.4 | 55.5 | 37.5 | 44.3 | 47.6 | 50.2 | 55.7 | 50 | |
| Episodic bootstrap with pivot CIn=10002026.05 | 36.5 | 47.2 | 54.4 | 36.5 | 43.3 | 46.4 | 48.9 | 54 | 48.7 | |
| Plug-in (CLT) CIn=5002026.05 | 32.8 | 43.8 | 38.8 | 32.8 | 38 | 43.8 | 44.1 | 42.9 | 38.9 | |
| Model-based bootstrap with pivot CIn=5002026.05 | 30.2 | 35.7 | 38.8 | 30.2 | 33.3 | 35 | 38.6 | 41 | 34.7 | |
| Episodic bootstrap with pivot CIn=5002026.05 | 25.7 | 30.9 | 38.8 | 25.7 | 28.9 | 30.3 | 33.4 | 34.4 | 33.7 | |
| Model-based bootstrap with percentile CIn=1002026.05 | 23.7 | 23.7 | 4.8 | 23.7 | 23.7 | 23.7 | 23.7 | 23.7 | 8.6 | |
| Episodic bootstrap with percentile CIn=1002026.05 | 23.4 | 23.3 | 3.2 | 23.4 | 23.4 | 23.3 | 23.3 | 23.3 | 5.6 | |
| Model-based bootstrap with percentile CIn=502026.05 | 11.5 | 11.5 | 1.4 | 11.5 | 11.5 | 11.5 | 11.5 | 11.5 | 3.6 | |
| Episodic bootstrap with percentile CIn=502026.05 | 11.5 | 11.4 | 0.6 | 11.5 | 11.5 | 11.4 | 11.3 | 10.9 | 1.1 | |
| Model-based bootstrap with pivot CIn=1002026.05 | 10.2 | 46.8 | 11 | 10.2 | 22.1 | 58.9 | 12 | 11.8 | 10.4 | |
| Plug-in (CLT) CIn=1002026.05 | 9.2 | 10.5 | 8.4 | 9.2 | 10.4 | 10.5 | 10.1 | 9.2 | 9.2 | |
| Episodic bootstrap with pivot CIn=1002026.05 | 4.8 | 41.9 | 11.1 | 4.8 | 16.5 | 53.5 | 5.9 | 4.9 | 8.6 | |
| Model-based bootstrap with pivot CIn=502026.05 | 4.7 | 51.7 | 4.9 | 4.7 | 54.6 | 66.7 | 5.2 | 5.2 | 4.6 | |
| Plug-in (CLT) CIn=502026.05 | 4.3 | 4.3 | 3.7 | 4.3 | 4.7 | 4.3 | 3.9 | 4.1 | 4.1 | |
| Episodic bootstrap with pivot CIn=502026.05 | 1.4 | 44.7 | 4.8 | 1.4 | 45.4 | 58.6 | 1 | 1.2 | 4.2 |