题名

簡介Regression Discontinuity Design:理論與應用

并列篇名

An Introduction to Regression Discontinuity Design

作者

楊子霆(Tzu-Ting Yang)

关键词

因果推論 ; 斷點迴歸分析 ; Causal inference ; Regression discontinuity design

期刊名称

會計審計論叢

卷期/出版年月

8卷1期(2018 / 06 / 01)

页次

29 - 48

内容语文

繁體中文

中文摘要

Regression Discontinuity Design是近年來社會科學常用的因果推論方法,本文將利用幾個經濟學與會計學的研究案例,介紹Regression Discontinuity Design的理論架構與執行方式。

英文摘要

The regression discontinuity (RD) design has been one of the main tools in the empirical research. In this paper, I will introduce the basic concept of RD design and its application. In addition, I will provide a practical guidance for the implementation of an RD design.

主题分类 社會科學 > 財金及會計學
社會科學 > 管理學
社會科學 > 法律學
参考文献
  1. Bird, A.,Karolyi, S. A.(2017).Governance and taxes: Evidence from regression discontinuity.The Accounting Review,92(1),29-50.
  2. Crane, A. D.,Michenaud, S.,Weston, J. P.(2016).The effect of institutional ownership on payout policy: Evidence from index thresholds.The Review of Financial Studies,29(6),1377-1408.
  3. Hoekstra, M.(2009).The effect of attending the flagship state university on earnings: A discontinuity-based approach.The Review of Economics and Statistics,91(4),717-724.
  4. Imbens, G.,Kalyanaraman, K.(2012).Optimal bandwidth choice for the regression discontinuity estimator.The Review of Economic Studies,79(3),933-959.
  5. Jacob, R., P. Zhu, M.-A. Somers, and H. Bloom. 2012. A practical guide to regression discontinuity. Working Paper, University of Michigan, and MDRC.
  6. Khan, M.,Srinivasan, S.,Tan, L.(2017).Institutional ownership and corporate tax avoidance: New evidence.The Accounting Review,92(2),101-122.
  7. Lee, D. S.,Lemieux, T.(2010).Regression discontinuity designs in economics.Journal of Economic Literature,48(2),281-355.
  8. McCrary, J.(2008).Manipulation of the running variable in the regression discontinuity design: A density test.Journal of Econometrics,142(2),698-714.
被引用次数
  1. 曹勝騰,洪敬宜(2022)。我國大數據於職業病流行病學研究之現況挑戰。勞動及職業安全衛生研究季刊,30(3),55-72。