Average Treatment Effect Estimation on Simulation t distribution (test)
0.013ATE Bias (Mean)X-Learner
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| X-LearnerTesting sample size=10002026.04 | 0.013 | 0.015 | 0.075 | 0.061 | |
| AIPWTesting sample size=10002026.04 | 0.038 | 0.004 | 0.286 | 0.139 | |
| MOCA-TwoWayTesting sample size=10002026.04 | 0.087 | 0.088 | 0.139 | 0.126 | |
| MOCA-OneWayTesting sample size=10002026.04 | 0.13 | 0.138 | 0.131 | 0.155 | |
| TARNetTesting sample size=10002026.04 | 0.13 | 0.121 | 0.124 | 0.145 | |
| DragonNetTesting sample size=10002026.04 | 0.158 | 0.169 | 0.176 | 0.188 | |
| IPWTesting sample size=10002026.04 | 0.26 | 0.117 | 1.035 | 0.572 |