Conditional Average Treatment Effect Estimation on Simulated Dataset t distribution, n=100 S2 (test)
0.045CATE Bias (Mean)X-Learner
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| X-Learnertesting sample size=1002026.04 | 0.045 | 0.264 | 0.574 | |
| MOCA-OneWaytesting sample size=1002026.04 | 0.094 | 0.515 | 2.049 | |
| MOCA-TwoWaytesting sample size=1002026.04 | 0.188 | 0.668 | 2.031 | |
| DragonNettesting sample size=1002026.04 | 0.32 | 0.481 | 1.507 | |
| TARNettesting sample size=1002026.04 | 0.36 | 0.422 | 1.486 |