Empirical Coverage Estimation on RiverSwim (T=50, 90% coverage)
91.3Q* (1, 0)Model-based bootstrap
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Model-based bootstrapn=500, CI type=percentile2026.05 | 91.3 | 91.7 | 93.5 | 91.3 | 91.3 | 91.7 | 91.9 | 91.8 | 92.2 | |
| Model-based bootstrapn=1000, CI type=percentile2026.05 | 87.4 | 88.3 | 90.7 | 87.4 | 87.7 | 88.3 | 89.7 | 89.6 | 90.2 | |
| Episodic bootstrapn=1000, CI type=percentile2026.05 | 84.3 | 84.9 | 86.5 | 84.3 | 84.8 | 84.9 | 86 | 85.2 | 85.8 | |
| Episodic bootstrapn=500, CI type=percentile2026.05 | 83.5 | 84.2 | 85.4 | 83.5 | 83.3 | 84.2 | 82.7 | 81.7 | 84.7 | |
| Model-based bootstrapn=100, CI type=percentile2026.05 | 64.8 | 64.9 | 46.6 | 64.8 | 65.1 | 64.9 | 65.2 | 65.1 | 52 | |
| Plug-in (CLT) CIn=10002026.05 | 47.8 | 83.9 | 88 | 47.8 | 82.1 | 83.9 | 87 | 87.5 | 88 | |
| Plug-in (CLT) CIn=5002026.05 | 46.9 | 81.8 | 85.3 | 46.9 | 75.2 | 81.8 | 83.2 | 83.5 | 82.3 | |
| Model-based bootstrapn=500, CI type=pivot2026.05 | 45.3 | 71.8 | 80.6 | 45.3 | 59.9 | 69.4 | 76.3 | 80.3 | 80.9 | |
| Model-based bootstrapn=1000, CI type=pivot2026.05 | 44.9 | 77.7 | 84.4 | 44.9 | 65.5 | 76.2 | 82.8 | 85.5 | 86.1 | |
| Episodic bootstrapn=100, CI type=percentile2026.05 | 43.4 | 43.8 | 22.5 | 43.4 | 43.2 | 43.8 | 43 | 42.8 | 29.3 | |
| Episodic bootstrapn=1000, CI type=pivot2026.05 | 42.8 | 75.4 | 80.3 | 42.8 | 63.6 | 74.2 | 80 | 80.6 | 81.9 | |
| Model-based bootstrapn=50, CI type=percentile2026.05 | 42.1 | 41.8 | 25.1 | 42.1 | 41.9 | 41.8 | 42.1 | 41.5 | 30.3 | |
| Episodic bootstrapn=500, CI type=pivot2026.05 | 41.6 | 66.8 | 72 | 41.6 | 56.2 | 65.2 | 70.1 | 73.6 | 73.3 | |
| Plug-in (CLT) CIn=1002026.05 | 34.9 | 49 | 48.4 | 34.9 | 44 | 49 | 49.5 | 47.7 | 46.8 | |
| Model-based bootstrapn=100, CI type=pivot2026.05 | 33.3 | 47.6 | 48.7 | 33.3 | 42.2 | 47.4 | 45.3 | 46.8 | 46.1 | |
| Plug-in (CLT) CIn=502026.05 | 23.1 | 30 | 29.6 | 23.1 | 28.8 | 29.9 | 30.2 | 29.5 | 29.4 | |
| Model-based bootstrapn=50, CI type=pivot2026.05 | 23 | 63.3 | 29.8 | 23 | 53.1 | 65 | 30 | 29.5 | 27.8 | |
| Episodic bootstrapn=100, CI type=pivot2026.05 | 15.9 | 25.1 | 36.9 | 15.9 | 22.5 | 24.7 | 21.3 | 22.5 | 29 | |
| Episodic bootstrapn=50, CI type=pivot2026.05 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
| Episodic bootstrapn=50, CI type=percentile2026.05 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |