Regression Discontinuity

Tài liệu về Regression Discontinuity

Nội dung

Sách

• Angrist, J. D., & Pischke, J. S. (2014). Mastering ‘Metrics: The Path from Cause to Effect. Princeton University Press. (Online resources: https://www.masteringmetrics.com/)

• Cattaneo, M., Idrobo, N., & Titiunik, R. (2020). A Practical Introduction to Regression Discontinuity Designs: Foundations. Cambridge University Press. (Online resources: cattaneo.princeton.edu/publicationsCattaneo)

• Cunningham, S. (2021). Causal inference: The mixtape. Yale university press. ( Chapter 6)

• Murnane, R. J., & Willett, J. B. (2010). Methods Matter: Improving Causal Inference in Educational and Social Science Research. Oxford University Press. (Chapter 9).

Bài báo

• Anderson, M., Dobkin, C., & Gross, T. (2012). The Effect of Health Insurance Coverage on the Use of Medical Services. American Economic Journal: Economic Policy, 4(1), 1-27.

• Angrist, J. D., & Lavy, V. (1999). Using Maimonides’ Rule to Estimate the Effect of Class Size on Scholastic Achievement. The Quarterly Journal of Economics, 114(2), 533-575.

• Asher, S., & Novosad, P. (2020). Rural roads and local economic development. American economic review, 110(3), 797-823.

• Card, D., Dobkin, C., & Maestas, N. (2008). The Impact of Nearly Universal Insurance Coverage on Health Care Utilization: Evidence from Medicare. The American Economic Review, 98(5), 2242-58.

• Carpenter, C., & Dobkin, C. (2009). The Effect of Alcohol Consumption on Mortality: Regression Discontinuity Evidence from the Minimum Drinking Age. American Economic Journal: Applied Economics, 1(1), 164-182

• Carpenter, C., & Dobkin, C. (2011). The Minimum Legal Drinking Age and Public Health. Journal of Economic Perspectives, 25(2), 133-156.

• Cattaneo, M. D., Idrobo, N., & Titiunik, R. (2019). A practical introduction to regression discontinuity designs: Foundations. Cambridge University Press. p 40 to p50 and p88 to p107

• Eggers, A. C., Freier, R., Grembi, V., & Nannicini, T. (2018). Regression discontinuity designs based on population thresholds: Pitfalls and solutions. American Journal of Political Science, 62(1), 210-229.

• Hahn, J., Todd, P., & Van der Klaauw, W. (2001). Identification and Estimation of Treatment Effects with a Regression Discontinuity Design. Econometrica, 69(1), 201-209.

• Imbens, G. W., & Lemieux, T. (2008). Regression Discontinuity Designs: A Guide to Practice. Journal of Econometrics, 142(2), 615-635.

• Jacob, B. A., & Lefgren, L. (2004). Remedial education and student achievement: A regressiondiscontinuity analysis. The Review of Economics and Statistics, 86(1), 226-244.

• Jepsen, C., Mueser, P., & Troske, K. (2016). Labor Market Returns to the GED using Regression Discontinuity Analysis. Journal of Political Economy, 124(3), 621-649.

• Jepsen, C., Mueser, P., & Troske, K. (2017). Second Chance for High School Dropouts? A Regression Discontinuity Analysis of Postsecondary Educational Returns to the GED. Journal of Labor Economics, 35(S1), S273-S304.

• Lee, D. S. (2008). Randomized Experiments from Non-random Selection in US House Elections. Journal of Econometrics, 142(2), 675-697.

• Lee, D. S., & Lemieux, T. (2010). Regression Discontinuity Designs in Economics. Journal of Economic Literature, 48(2), 281-355. 

• Landais, C. (2015). Assessing the welfare effects of unemployment benefits using the regression kink design. American Economic Journal: Economic Policy, 7(4), 243-278.

• McCrary, J. (2008). Manipulation of the running variable in the regression discontinuity design: A density test. Journal of econometrics, 142(2), 698-714.

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