[On-going] Reference 2 (methodology)

(1) SDID

* Arkhangelsky, D., S. Athey, D. A. Hirshberg, G. W. Imbens, and S. Wager. 2021. Synthetic Difference-in-Differences. American Economic Review 111(12): 4088–4118. https://www.aeaweb.org/articles?id=10.1257/aer.20190159.

 

* Damian Clarke, Daniel Paila˜nir, Susan Athey, Guido Imbens. 2023. Synthetic Difference In Differences Estimation. 

 

* Kranz, S. 2022. Synthetic Difference-in-Differences with TimeVarying Covariates. Technical report. Available online at: https://github.com/skranz/xsynthdid/blob/main/paper/synthdid with covariates.pdf.

 

* https://github.com/MasaAsami/pysynthdid

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(2) DID

* Andrew Baker, Brantly Callaway, Scott Cunningham, Andrew Goodman-Bacon, Pedro H. C. Sant'Anna,  Difference-in-Differences Designs: A Practitioner’s Guide

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(3) SC

* Abadie, A., A. Diamond, and J. Hainmueller. 2010. Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program. Journal of the American Statistical Association 105(490): 493–505.

 

* ———. 2015. Comparative Politics and the Synthetic Control Method. American Journal of Political Science 59(2): 495–510. https://onlinelibrary.wiley.com/doi/abs/10.1111/ajps.12116.

 

* Abadie, A., and J. Gardeazabal. 2003. The Economic Costs of Conflict: A Case Study of the Basque Country. American Economic Review 93(1): 113–132.

 

* Abadie, A., and J. L’Hour. 2021. A Penalized Synthetic Control Estimator for Disaggregated Data. Journal of the American Statistical Association 116(536): 1817–1834.

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(4) Reviews

* Susan Athey and Guido W. Imbens, The State of Applied Econometrics: Causality and Policy Evaluation, Journal of Economic Perspectives—Volume 31, Number 2—Spring 2017—Pages 3–32

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(5) Inference

* Chernozhukov, Victor, Wüthrich, Kaspar and Zhu, Yinchu. 2021. "An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls." Journal of the American Statistical Association, 116 (536).

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