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Average Treatment Effect Estimation on Simulation Non-linear scenario sample size 100 (test)
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-0.166
ATE Bias (Mean)
MOCA-OneWay
-0.18996
-0.02823
0.1335
0.29523
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
-0.166
-0.115
0.697
0.571
DragonNet
2026.04
0.022
0.049
0.354
0.27
TARNet
2026.04
0.069
0.062
0.372
0.287
AIPW
2026.04
0.08
0.275
1.485
1.01
MOCA-TwoWay
2026.04
0.097
0.035
0.587
0.474
X-Learner
2026.04
0.329
0.201
0.592
0.474
IPW
2026.04
0.433
0.401
0.991
0.816
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