Causal Inference On Jobs

Average Treatment Effect on the Treated Error

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

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

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