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Treatment Effect Estimation on Synthetic 1D Data Extreme Imbalance + Heavy Tails, N=2000
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1.17
R-PEHE
RX-Learner
0.544
4.7695
8.995
13.2205
Jan 21, 2026
R-PEHE
ATE Bias
Updated 4d ago
Evaluation Results
Method
Method
Links
R-PEHE
ATE Bias
RX-Learner
2026.01
1.17
0.28
X-Learner
Loss Function=Huber
2026.01
2.62
0.77
Winsorized X-Learner
2026.01
13.72
4.42
DR-Learner
Config=Clipped
2026.01
16.69
5.01
X-Learner
Loss Function=MSE
2026.01
16.82
5
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