Towards Clarifying the Theory of the Deconfounder.
Abstract
Wang and Blei (2019) studies multiple causal inference and proposes the deconfounder algorithm. The paper discusses theoretical requirements and presents empirical studies. Several refinements have been suggested around the theory of the deconfounder. Among these, Imai and Jiang clarified the assumption of no unobserved single-cause confounders. Using their assumption, this paper clarifies the theory. Furthermore, Ogburn et al. (2020) proposes...
Paper Details
Title
Towards Clarifying the Theory of the Deconfounder.
Published Date
Mar 10, 2020
Journal
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