Average Treatment Effect Estimation on Simulation Non-linear (test)
-0.108ATE Bias (Mean)DragonNet
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DragonNetTesting sample size=10002026.04 | -0.108 | -0.094 | 0.173 | 0.157 | |
| TARNetTesting sample size=10002026.04 | -0.079 | -0.081 | 0.153 | 0.145 | |
| MOCA-OneWayTesting sample size=10002026.04 | -0.009 | -0.033 | 0.165 | 0.142 | |
| MOCA-TwoWayTesting sample size=10002026.04 | 0.033 | 0.039 | 0.163 | 0.137 | |
| AIPWTesting sample size=10002026.04 | 0.23 | 0.269 | 0.202 | 0.266 | |
| X-LearnerTesting sample size=10002026.04 | 0.276 | 0.267 | 0.155 | 0.277 | |
| IPWTesting sample size=10002026.04 | 0.331 | 0.346 | 0.231 | 0.353 |