Replication code for "A Bayesian Synthetic Control Method via Horseshoe Priors"

Description

Based on the methodological framework proposed by Pang et al. (2022), our code implements a modified version of their approach. The core algorithm is provided in the "function-code" file. Note that our implementation relies on the R package pblasso, which was originally developed by Pang et al. (2022). To reproduce the simulation results: Table 2-3 in our paper can be replicated by running the "simulation-code" file. Other simulation results can be generated by adjusting parameters within the "simulateSA" function as needed. Reference Pang, X., Liu, L., & Xu, Y. (2022). A Bayesian alternative to synthetic control for comparative case studies. Political Analysis, 30(2), 269–288. https://doi.org/10.1017/pan.2021.22.

Institutions

• Nanjing Normal University

  Jiangsu, Nanjing

Categories

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