Average Treatment Effect Estimation on Simulation Hidden confounding (test)
2.323ATE Bias (Mean)TARNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TARNetTesting sample size=10002026.04 | 2.323 | 2.361 | 0.188 | 2.323 | |
| DragonNetTesting sample size=10002026.04 | 2.368 | 2.386 | 0.188 | 2.368 | |
| MOCA-TwoWayTesting sample size=10002026.04 | 2.369 | 2.377 | 0.156 | 2.369 | |
| X-LearnerTesting sample size=10002026.04 | 2.374 | 2.388 | 0.181 | 2.374 | |
| MOCA-OneWayTesting sample size=10002026.04 | 2.417 | 2.439 | 0.166 | 2.417 | |
| IPWTesting sample size=10002026.04 | 2.419 | 2.379 | 0.319 | 2.419 | |
| AIPWTesting sample size=10002026.04 | 2.47 | 2.47 | 0.194 | 2.47 |