Conditional Average Treatment Effect Estimation on Simulated Dataset Linear, n=100 S2 (test)
0.014Mean CATE BiasX-Learner
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| X-Learnertesting sample size=1002026.04 | 0.014 | 0.301 | 0.577 | |
| MOCA-OneWaytesting sample size=1002026.04 | 0.027 | 0.538 | 2.184 | |
| TARNettesting sample size=1002026.04 | 0.138 | 0.387 | 1.037 | |
| DragonNettesting sample size=1002026.04 | 0.177 | 0.411 | 1.089 | |
| MOCA-TwoWaytesting sample size=1002026.04 | 0.186 | 0.506 | 1.986 |