Causal Inference On Jobs

Average Treatment Effect on the Treated Error

Results

Performance results of various models on this benchmark

		Paper Title	Repository
CFR WASS	0.09	Estimating individual treatment effect: generalization bounds and algorithms
CFR MMD	0.08	Estimating individual treatment effect: generalization bounds and algorithms
BART	0.08	BART: Bayesian additive regression trees
GANITE	0.06	GANITE: Estimation of Individualized Treatment Effects using Generative Adversarial Nets	-
BCAUSS	0.05	Learning end-to-end patient representations through self-supervised covariate balancing for causal treatment effect estimation	-

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