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Conditional Average Treatment Effect Estimation on Simulated Dataset t distribution, n=100 S2 (test)
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0.045
CATE Bias (Mean)
X-Learner
0.0324
0.11745
0.2025
0.28755
Apr 25, 2026
CATE Bias (Mean)
CATE Bias (SD)
CATE RMSE (Mean)
Updated 1mo ago
Evaluation Results
Method
Method
Links
CATE Bias (Mean)
CATE Bias (SD)
CATE RMSE (Mean)
X-Learner
testing sample size=100
2026.04
0.045
0.264
0.574
MOCA-OneWay
testing sample size=100
2026.04
0.094
0.515
2.049
MOCA-TwoWay
testing sample size=100
2026.04
0.188
0.668
2.031
DragonNet
testing sample size=100
2026.04
0.32
0.481
1.507
TARNet
testing sample size=100
2026.04
0.36
0.422
1.486
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