DownloadsDownloadSynthetic ControlmitamaベーシックなSCの解説¶前田豊, & 鎌田拓馬. (2019). Synthetic Control Method を用いた個別事例の因果効果の識別. 理論と方法, 34(1), 78-96.SC with Confounding¶Imbens, G. W., & Viviano, D. (2023). Identification and Inference for Synthetic Controls with Confounding.未観測の交絡因子をfactor modelで扱う非線形SC¶Shi, C., Sridhar, D., Misra, V., & Blei, D. (2022, May). On the assumptions of synthetic control methods. In International Conference on Artificial Intelligence and Statistics (pp. 7163-7175). PMLR.妥当性の検証・感度分析¶Zeitler, J., Vlontzos, A., & Gilligan-Lee, C. M. (2023, August). Non-parametric identifiability and sensitivity analysis of synthetic control models. In Conference on Causal Learning and Reasoning (pp. 850-865). PMLR.参考文献¶Abadie, A., Diamond, A., & Hainmueller, J. (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.[2108.02196] Synthetic Controls for Experimental Designvideo¶Susan Athey: Synthetic Difference in Differences - YouTube