计量经济学文献中的回归不连续设计

G. Imbens
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引用次数: 0

摘要

摘要:在Thistlewaite和Campbell(1960)提出回归不连续设计几十年后,回归不连续性设计已成为社会科学中因果推理的重要工具。研究人员发现,这些方法广泛适用于参与项目的资格或激励措施至少部分受到监管的环境。除了应用回归不连续性方法的许多研究之外,还有许多方法论研究提高了我们对这些方法的理解和实施。在这里,我报告了计量经济学文献的一些最新进展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Regression Discontinuity Designs in the Econometrics Literature
Abstract:Many decades after being introduced by Thistlewaite and Campbell (1960), regression discontinuity designs have become an important tool for causal inference in social sciences. Researchers have found the methods to be widely applicable in settings where eligibility or incentives for participation in programs is at least partially regulated. Alongside, and motivated by, the many studies applying regression discontinuity methods there have been a number of methodological studies improving our understanding, and implementation, of, these methods. Here I report on some of the recent advances in the econometrics literature.
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