CATE Estimation on Simulation Linear (size 1000) (test)
0.001CATE Bias (Mean)X-Learner
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| X-Learnertesting sample size=10002026.04 | 0.001 | 0.078 | 0.161 | |
| MOCA-TwoWaytesting sample size=10002026.04 | 0.001 | 0.075 | 0.39 | |
| MOCA-OneWaytesting sample size=10002026.04 | 0.004 | 0.112 | 0.416 | |
| TARNettesting sample size=10002026.04 | 0.01 | 0.121 | 0.446 | |
| DragonNettesting sample size=10002026.04 | 0.017 | 0.165 | 0.487 |