参考文献

Angrist, Joshua D., and Jörn-Steffen Pischke. 2009. Mostly Harmless Econometrics: An Empiricist’s Companion. Princeton, New Jersey Oxford: Princeton University Press.

Ashenfelter, Orley, and David Card. 1985. “Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs.” The Review of Economics and Statistics 67 (4): 648. https://doi.org/10.2307/1924810.

Aylmer Fisher, Ronald. 1926. “The Arrangement of Field Experiments.” Journal of the Ministry of Agriculture of Great Britain 33: 503–13. https://doi.org/10.23637/ROTHAMSTED.8V61Q.

Böckerman, Petri, and Pekka Ilmakunnas. 2009. “Unemployment and Self-Assessed Health: Evidence from Panel Data.” Health Economics 18 (2): 161–79. https://doi.org/10.1002/hec.1361.

Callaway, Brantly, and Pedro H. C. Sant’Anna. 2021. “Difference-in-Differences with Multiple Time Periods.” Journal of Econometrics 225 (2): 200–230. https://doi.org/10.1016/j.jeconom.2020.12.001.

Calonico, Sebastian, Matias D. Cattaneo, Max H. Farrell, and Rocio Titiunik. 2022. Rdrobust: Robust Data-Driven Statistical Inference in Regression-Discontinuity Designs. https://CRAN.R-project.org/package=rdrobust.

Cox, D R. 2009. “Randomization in the Design of Experiments.” International Statistical Review 77 (3): 415–29.

Cunningham, Scott. 2021. Causal Inference: The Mixtape. New Haven ; London: Yale University Press.

D. Cattaneo, Matias, Nicolas Idroboy, and Roc Titiunik. 2017. A Practical Introduction to Regression Discontinuity Designs: Volume i. collingwoodresearch.com.

Dasu, T., and T. Johnson. 2003. Exploratory Data Mining and Data Cleaning. John Wiley & Sons, Inc.

Daw, Jamie R., and Laura A. Hatfield. 2018. “Matching and Regression to the Mean in Difference-in-Differences Analysis.” Health Services Research 53 (6): 4138–56. https://doi.org/10.1111/1475-6773.12993.

Dimick, Justin B., and Andrew M. Ryan. 2014. “Methods for Evaluating Changes in Health Care Policy: The Difference-in-Differences Approach.” JAMA 312 (22): 2401. https://doi.org/10.1001/jama.2014.16153.

Fleiss, Joseph L, Bruce A Levin, and Myunghee Cho Paik. 2003. Chapter 5: How to Randomize in Statistical Methods for Rates and Proportions. Hoboken, N.J.: Wiley-Interscience.

Goodman-Bacon, Andrew. 2021. “Difference-in-Differences with Variation in Treatment Timing.” Journal of Econometrics 225 (2): 254–77. https://doi.org/10.1016/j.jeconom.2021.03.014.

Jacob, Robin, Pei Zhu, and Marie-Andrée. 2012. A Practical Guide to Regression Discontinuity. MDRC.org.

Kabacoff, Robert. 2013. R in Action, Data Analysis and Graphics with r. Manning.

Kahn-Lang, Ariella, and Kevin Lang. 2020. “The Promise and Pitfalls of Differences-in-Differences: Reflections on 16 and Pregnant and Other Applications.” Journal of Business & Economic Statistics 38 (3): 613–20. https://doi.org/10.1080/07350015.2018.1546591.

Kang, Minsoo, Brian G. Ragan, and Jae-Hyeon Park. 2008. “Issues in Outcomes Research: An Overview of Randomization Techniques for Clinical Trials.” Journal of Athletic Training 43 (2): 215–21. https://doi.org/10.4085/1062-6050-43.2.215.

Kendall, J M. 2003. “Designing a Research Project: Randomised Controlled Trials and Their Principles.” Emergency Medicine Journal 20 (2): 164–68. https://doi.org/10.1136/emj.20.2.164.

Kernan, Walter N, Catherine M Viscoli, Robert W Makuch, Lawrence M Brass, and Ralph I Horwitz. 1999. “Stratified Randomization for Clinical Trials.” Journal of Clinical Epidemiology 52 (1): 19–26. https://doi.org/10.1016/S0895-4356(98)00138-3.

Roberts, C., and D. Torgerson. 1998. “Understanding Controlled Trials: Randomisation Methods in Controlled Trials.” BMJ 317 (7168): 1301–10. https://doi.org/10.1136/bmj.317.7168.1301.

Ron, Cody. 2008. Cody’s Data Cleaning Techniques Using SAS. Cary, NC: SAS Institute Inc.

Rosenbaum, Paul R., and Donald B. Rubin. 1983. “The Central Role of the Propensity Score in Observational Studies for Causal Effects.” Biometrika 70 (1): 41–55. https://doi.org/10.1093/biomet/70.1.41.

Rubin, Donald B. 1980. “Andomization Analysis of Experimental Data in the Fisher Randomization Test.” Journal American Statistical Association 75 (371). https://www.jstor.org/stable/.

Ryan, Andrew M., James F. Burgess, and Justin B. Dimick. 2015. “Why We Should Not Be Indifferent to Specification Choices for Difference-in-Differences.” Health Services Research 50 (4): 1211–35. https://doi.org/10.1111/1475-6773.12270.

Stuart, Elizabeth A., Haiden A. Huskamp, Kenneth Duckworth, Jeffrey Simmons, Zirui Song, Michael E. Chernew, and Colleen L. Barry. 2014. “Using Propensity Scores in Difference-in-Differences Models to Estimate the Effects of a Policy Change.” Health Services and Outcomes Research Methodology 14 (4): 166–82. https://doi.org/10.1007/s10742-014-0123-z.

Sun, Liyang, and Sarah Abraham. 2021. “Estimating Dynamic Treatment Effects in Event Studies with Heterogeneous Treatment Effects.” Journal of Econometrics 225 (2): 175–99. https://doi.org/10.1016/j.jeconom.2020.09.006.

van Buuren, Stef, and Karin Groothuis-Oudshoorn. 2011. “mice: Multivariate Imputation by Chained Equations in r.” Journal of Statistical Software 45 (3): 1–67. https://doi.org/10.18637/jss.v045.i03.

Wickham, Hadley. 2014. “Tidy Data.” Journal of Statistical Software 59 (10): 1–23. https://doi.org/10.18637/jss.v059.i10.

Wooldridge, Jeffrey M. 2009. Introductory econometrics: a modern approach. 4. ed. Peking: Cengage Learning.

刘冲张妍. 2022. “交错双重差分：处理效应异质性与估计方法选择.” 数量经济技术经济研究 39 (09): 177–204. https://doi.org/10.13653/j.cnki.jqte.20220805.001.

刘晓燕, 陈峰, 魏永越, 柏建岭, and 于浩. 2008. “响应—自适应随机化分组方法.” 10.3969/j.issn.1009-2501.2008.06.016. 临床药理学 13 (6): 684–89.

刘玉秀, 姚晨, 杨友春, and 陈峰. 2001. “随机化临床试验及随机化的SAS实现.” 10.3969/j.issn.1009-2501.2001.03.001. 中国临床药理学与治疗学 6 (3): 193–95. https://doi.org/10.3969/j.issn.1009-2501.2001.03.001.

吴春霖, 王镭, and 李卫兵. 2013. “临床试验随机化分组及其Stata的实现.” 10.7507/1672-2531.20130041. 中国循证医学杂志 13 (2): 242–44. https://doi.org/10.7507/1672-2531.20130041.

李立明. 2007. 流行病学. 北京: 人民卫生出版社.

胡良平, 关雪, 毛玮, and 高辉. 2011. “各种常见随机化的sas实现.” 中华脑血管病杂志(电子版) 5 (01): 68–76.

许文立. 2023. “双重差分法的最新理论进展与经验研究新趋势.” 广东社会科学, no. 05: 51–62.

谢谦, 薛仙玲, and 付明卫. 2019. “断点回归设计方法应用的研究综述.” 经济与管理评论 35 (2): 11.

高涛, 肖楠, and 陈钢. 2013. R语言实战. 人民邮电出版社.

黄炜刘安然. 2022. “从双重差分法到事件研究法.” 产业经济评论, no. 02: 17–36. https://doi.org/10.19313/j.cnki.cn10-1223/f.20211227.002.