Average Treatment Effect Estimation on Simulation Non-linear scenario sample size 100 (test)
-0.166ATE Bias (Mean)MOCA-OneWay
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MOCA-OneWay2026.04 | -0.166 | -0.115 | 0.697 | 0.571 | |
| DragonNet2026.04 | 0.022 | 0.049 | 0.354 | 0.27 | |
| TARNet2026.04 | 0.069 | 0.062 | 0.372 | 0.287 | |
| AIPW2026.04 | 0.08 | 0.275 | 1.485 | 1.01 | |
| MOCA-TwoWay2026.04 | 0.097 | 0.035 | 0.587 | 0.474 | |
| X-Learner2026.04 | 0.329 | 0.201 | 0.592 | 0.474 | |
| IPW2026.04 | 0.433 | 0.401 | 0.991 | 0.816 |