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.
| Version: | 1.3.1 |
| Depends: | R (≥ 2.10) |
| Imports: | ggplot2 (≥ 2.1.0),fect (≥ 2.0.0),panelView (≥ 1.1.17) |
| Published: | 2025-12-09 |
| DOI: | 10.32614/CRAN.package.gsynth |
| Author: | Yiqing Xu [aut, cre], Licheng Liu [aut], Ziyi Liu [aut], Shiyun Hu [aut] |
| Maintainer: | Yiqing Xu <yiqingxu at stanford.edu> |
| License: | MIT + fileLICENSE |
| URL: | https://yiqingxu.org/packages/gsynth/ |
| NeedsCompilation: | no |
| Materials: | NEWS |
| In views: | CausalInference,Econometrics,MissingData |
| CRAN checks: | gsynth results |
Documentation:
| Reference manual: | gsynth.html ,gsynth.pdf |
Downloads:
| Package source: | gsynth_1.3.1.tar.gz |
| Windows binaries: | r-devel:gsynth_1.3.1.zip, r-release:gsynth_1.3.1.zip, r-oldrel:gsynth_1.3.1.zip |
| macOS binaries: | r-release (arm64):gsynth_1.3.1.tgz, r-oldrel (arm64):gsynth_1.3.1.tgz, r-release (x86_64):gsynth_1.3.1.tgz, r-oldrel (x86_64):gsynth_1.3.1.tgz |
| Old sources: | gsynth archive |
Reverse dependencies:
| Reverse suggests: | bsynth |
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=gsynthto link to this page.