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Treatment Effect Estimation on TWINS

0Mean Effect

Direct Difference

Updated 4d ago

Evaluation Results

Method	Links
Direct Difference 2024.09		0	0	0	0
Propensity Stratification 2024.09		0	0	0	0.0001
Regression Discontinuity 2024.09		0	0	0	0.0001
Horvitz-Thompson 2024.09		0.0001	0	0	0.0001
Off-policy 2024.09		0.0087	0.0006	0.0026	0.0089
Double-Double 2024.09		0.01	0.0005	0.0027	0.0101
Doubly Robust 2024.09		0.0189	0.0002	0.0013	0.0054
Direct Prediction 2024.09		0.153	0.0201	0.0836	0.224
Adjusted Direct 2024.09		0.173	0.0013	0.0045	0.0279
OffsetNet 2024.09		1.19	0.0278	0.0862	0.583
TMLE 2024.09		2.66	0.026	0.105	0.287
TARNet 2024.09		4.06	0.0486	0.166	0.802
RANet 2024.09		10.4	0.102	0.573	4.25
TNet 2024.09		21.6	0.0308	0.249	0.905
FlexTENet 2024.09		93.6	0.18	1.68	12.2