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gsynth: Generalized Synthetic Control Method
Conducts causal inference with interactive fixed-effect models. It imputes counterfactuals for each treated unit using control group information based on a linear interactive fixed effects model that incorporates unit-specific intercepts interacted with time-varying coefficients. This method generalizes the synthetic control method to the case of multiple treated units and variable treatment periods, and improves efficiency and interpretability. See Xu (2017) <doi:10.1017/pan.2016.2> for details.
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Package details |
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| Author | Yiqing Xu [aut, cre] (ORCID: <https://orcid.org/0000-0003-2041-6671>), Licheng Liu [aut], Ziyi Liu [aut], Shiyun Hu [aut] |
| Maintainer | Yiqing Xu <yiqingxu@stanford.edu> |
| License | MIT + file LICENSE |
| Version | 1.4.0 |
| URL | https://yiqingxu.org/packages/gsynth/ https://github.com/xuyiqing/gsynth |
| Package repository | View on CRAN |
| Installation |
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