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Average Treatment Effect Estimation on Simulation Hidden confounding scenario sample size 100 (test)
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1.687
ATE Bias (Mean)
MOCA-OneWay
1.64696
1.91723
2.1875
2.45777
Apr 25, 2026
ATE Bias (Mean)
ATE Bias (Median)
ATE Bias (SD)
ATE RMSE (Mean)
Updated 1mo ago
Evaluation Results
Method
Method
Links
ATE Bias (Mean)
ATE Bias (Median)
ATE Bias (SD)
ATE RMSE (Mean)
MOCA-OneWay
2026.04
1.687
1.701
0.62
1.687
MOCA-TwoWay
2026.04
2.041
2.131
0.813
2.041
TARNet
2026.04
2.144
2.138
0.391
2.144
DragonNet
2026.04
2.146
2.285
0.482
2.146
AIPW
2026.04
2.266
2.495
0.904
2.354
X-Learner
2026.04
2.284
2.288
0.472
2.284
IPW
2026.04
2.688
2.652
1.164
2.688
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