Propensity Score in the Face of Interference: Discussion of Rosenbaum and Rubin (1983)

Bo Zhang, M. Hudgens, M. Halloran
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Abstract

Abstract:Rosenbaum and Rubin’s (1983) propensity score revolutionized the field of causal inference and has emerged as a standard tool when researchers reason about cause-and-effect relationship across many disciplines. This discussion centers around the key “no interference” assumption in Rosenbaum and Rubin’s original development of the propensity score and reviews some recent advances in extending the propensity score to studies involving dependent happenings.
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面对干扰的倾向得分:Rosenbaum和Rubin(1983)的讨论
摘要:Rosenbaum和Rubin(1983)提出的倾向评分方法革新了因果推理领域,并成为研究人员跨学科推理因果关系的标准工具。本讨论围绕着Rosenbaum和Rubin最初发展倾向评分的关键“无干扰”假设,并回顾了将倾向评分扩展到涉及依赖事件的研究中的一些最新进展。
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