罗森鲍姆与鲁宾神学院著作的中心作用

A. Spieker
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引用次数: 0

摘要

摘要:Rosenbaum和Rubin在倾向得分方面的开创性工作为随后几十年用于观察性研究的因果推理方法的发展奠定了基础。在这篇评论中,我讨论了他们工作的两个具体方面,特别强调了他们是如何塑造我对因果推断的理解的:(1)倾向得分作为一种数据简化技术,以及(2)在观察性研究和随机实验之间进行比较的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Central Role of Rosenbaum and Rubin’s Seminal Work
Abstract:Rosenbaum and Rubin’s seminal work on the propensity score set the stage for decades of subsequent developments in causal inference methodology for use in observational studies. In this commentary, I discuss two specific aspects of their work with particular emphasis on how they have shaped my understanding of causal inference: (1) the propensity score as a data reduction technique, and (2) the importance of drawing parallels between the observational study and the randomized experiment.
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