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Average Treatment Effect Estimation on Simulation Linear scenario sample size 100 (test)

-0.184ATE Bias (Mean)

IPW

Updated 1mo ago

Evaluation Results

Method	Links
IPW 2026.04		-0.184	-0.311	1.274	0.977
X-Learner 2026.04		0.001	0.003	0.078	0.059
MOCA-TwoWay 2026.04		0.001	0.004	0.075	0.06
IPW 2026.04		0.003	-0.054	0.619	0.47
MOCA-OneWay 2026.04		0.004	0.009	0.112	0.088
TARNet 2026.04		0.01	0.009	0.121	0.098
X-Learner 2026.04		0.014	-0.007	0.301	0.239
DragonNet 2026.04		0.017	0.016	0.165	0.137
MOCA-OneWay 2026.04		0.027	0.04	0.538	0.449
AIPW 2026.04		0.029	0.005	0.587	0.333
AIPW 2026.04		0.031	0.049	0.171	0.127
TARNet 2026.04		0.138	0.085	0.387	0.328
DragonNet 2026.04		0.177	0.217	0.411	0.356
MOCA-TwoWay 2026.04		0.186	0.132	0.506	0.421