Causal Inference on Kang & Schafer
-13.17BiasCBSR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CBSREstimator=AIPW2026.06 | -13.17 | 13.17 | 63.22 | 3.76 | |
| LOGISTICEstimator=AIPW2026.06 | -10.16 | 10.16 | 46.51 | 6.38 | |
| TRIMMINGEstimator=HAJEK2026.06 | -7.96 | 7.96 | 8.1 | 5.95 | |
| SBWEstimator=IPW2026.06 | -7.85 | 7.85 | 7.87 | 6.09 | |
| CLIPPINGEstimator=HAJEK2026.06 | -7.58 | 7.58 | 7.75 | 5.98 | |
| CBPSEstimator=AIPW2026.06 | -7.3 | 7.3 | 7.65 | 6.89 | |
| CLIPPINGEstimator=AIPW2026.06 | -6.53 | 6.53 | 6.8 | 5.37 | |
| TRIMMINGEstimator=AIPW2026.06 | -6.01 | 6.01 | 6.21 | 5.29 | |
| EBEstimator=AIPW2026.06 | -5.76 | 5.76 | 5.93 | 3.77 | |
| SBWEstimator=HAJEK2026.06 | -5.7 | 5.7 | 5.83 | 3.76 | |
| EBEstimator=IPW2026.06 | -5.67 | 5.67 | 5.83 | 4.38 | |
| EBEstimator=HAJEK2026.06 | -5.67 | 5.67 | 5.83 | 3.57 | |
| SBWEstimator=AIPW2026.06 | -5.59 | 5.59 | 5.75 | 3.36 | |
| CBPSEstimator=HAJEK2026.06 | -5.53 | 5.53 | 5.75 | 3.11 | |
| LOGISTICEstimator=HAJEK2026.06 | -5.5 | 6.88 | 8.12 | 4.59 | |
| CUSTOM (OURS)Estimator=AIPW2026.06 | -4.83 | 4.83 | 5.07 | 1.18 | |
| TRIMMINGEstimator=IPW2026.06 | -4.82 | 5.46 | 6.54 | 4.05 | |
| CLIPPINGEstimator=IPW2026.06 | -3.5 | 4.99 | 6.08 | 4.12 | |
| CBSREstimator=HAJEK2026.06 | -1.65 | 4.3 | 7.65 | 7.99 | |
| CUSTOM (OURS)Estimator=HAJEK2026.06 | -1.49 | 1.63 | 1.95 | 1.04 | |
| CUSTOM (OURS)Estimator=IPW2026.06 | -0.73 | 2.13 | 2.68 | 1.95 | |
| CBPSEstimator=IPW2026.06 | 1.03 | 3.24 | 4.13 | 2.83 | |
| CBSREstimator=IPW2026.06 | 5.4 | 18.79 | 102.03 | 8 | |
| LOGISTICEstimator=IPW2026.06 | 6.17 | 12.21 | 66.9 | 4.58 |