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Treatment Effect Estimation on DW Data
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2,555.009
Average Treatment Effect (ATE)
DragonNet
713.3822
1,191.49685
1,669.6115
2,147.72615
Apr 25, 2026
Average Treatment Effect (ATE)
ATE Bias
Pooled ATE
Pooled ATE Bias
95% CI Width
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Treatment Effect (ATE)
ATE Bias
Pooled ATE
Pooled ATE Bias
95% CI Width
DragonNet
2026.04
2,555.009
-
1,628.595
-
-17.16
X-Learner
2026.04
2,216.231
-
1,754.876
-
210.45
TARNet
2026.04
1,568.681
-
1,640.669
-
8.57
IPW
2026.04
1,067.148
-
-
-
-2,277.8
MOCA
2026.04
852.52
-
672.201
-
-388.15
AIPW
2026.04
784.214
-
-
-
-1,746.59
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