Average Treatment Effect Estimation on Simulation t distribution scenario sample size 100 (test)
-0.726ATE Bias MeanIPW
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| IPW2026.04 | -0.726 | 0.4 | 9.059 | 2.517 | |
| X-Learner2026.04 | 0.045 | -0.018 | 0.264 | 0.219 | |
| MOCA-OneWay2026.04 | 0.094 | 0.051 | 0.515 | 0.375 | |
| MOCA-TwoWay2026.04 | 0.188 | 0.236 | 0.668 | 0.578 | |
| DragonNet2026.04 | 0.32 | 0.325 | 0.481 | 0.47 | |
| TARNet2026.04 | 0.36 | 0.357 | 0.422 | 0.424 | |
| AIPW2026.04 | 0.407 | -0.011 | 2.101 | 0.768 |