Causal Inference on Jobs (real-world evaluation)
-0.46BiasLOGISTIC
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| LOGISTICWeighting Estimator=IPW2026.06 | -0.46 | 0.46 | 0.46 | 6 | |
| SBWWeighting Estimator=HAJEK2026.06 | -0.15 | 0.15 | 0.15 | 7.1 | |
| CBSRWeighting Estimator=HAJEK2026.06 | -0.14 | 0.14 | 0.14 | 6.1 | |
| SBWWeighting Estimator=IPW2026.06 | -0.11 | 0.11 | 0.12 | 4.1 | |
| LOGISTICWeighting Estimator=HAJEK2026.06 | -0.08 | 0.08 | 0.08 | 4.5 | |
| CBSRWeighting Estimator=IPW2026.06 | -0.07 | 0.07 | 0.07 | 7.1 | |
| IPW-Tailored Proper Scoring RuleWeighting Estimator=HAJEK2026.06 | -0.06 | 0.06 | 0.07 | 3.6 | |
| LOGISTICWeighting Estimator=AIPW2026.06 | -0.06 | 0.07 | 0.09 | 4.4 | |
| CBSRWeighting Estimator=AIPW2026.06 | -0.06 | 0.07 | 0.09 | 4.1 | |
| IPW-Tailored Proper Scoring RuleWeighting Estimator=AIPW2026.06 | -0.05 | 0.07 | 0.08 | 3.4 | |
| EBWeighting Estimator=AIPW2026.06 | -0.05 | 0.09 | 0.1 | 5 | |
| SBWWeighting Estimator=AIPW2026.06 | -0.05 | 0.07 | 0.08 | 3.6 | |
| CBPSWeighting Estimator=AIPW2026.06 | -0.04 | 0.12 | 0.14 | 5.91 | |
| TRIMMINGWeighting Estimator=HAJEK2026.06 | -0.02 | 0.02 | 0.03 | 1.4 | |
| EBWeighting Estimator=IPW2026.06 | 0 | 0.07 | 0.08 | 2.8 | |
| EBWeighting Estimator=HAJEK2026.06 | 0 | 0.07 | 0.08 | 3.8 | |
| TRIMMINGWeighting Estimator=AIPW2026.06 | 0 | 0.02 | 0.03 | 1.8 | |
| TRIMMINGWeighting Estimator=IPW2026.06 | 0.01 | 0.02 | 0.02 | 1.7 | |
| IPW-Tailored Proper Scoring RuleWeighting Estimator=IPW2026.06 | 0.02 | 0.02 | 0.03 | 1.6 | |
| CBPSWeighting Estimator=HAJEK2026.06 | 0.03 | 0.03 | 0.03 | 2.09 | |
| CBPSWeighting Estimator=IPW2026.06 | 0.32 | 0.32 | 0.36 | 5 |