Provides 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. This version supports unbalanced panels and implements the matrix completion method.
Version: 1.2.1 Depends: R (≥ 2.10) Imports: Rcpp (≥ 0.12.3), ggplot2 (≥ 2.1.0), GGally (≥ 1.0.1), future (≥ 1.21.0), doRNG (≥ 1.8.2), doParallel (≥ 1.0.10), foreach (≥ 1.4.3), abind (≥ 1.4-0), mvtnorm (≥ 1.0-6), MASS (≥ 7.3.47), lfe (≥ 1.0-0) LinkingTo: Rcpp, RcppArmadillo Published: 2021-08-06 DOI: 10.32614/CRAN.package.gsynth Author: Yiqing Xu, Licheng Liu Maintainer: Yiqing Xu <yiqingxu at stanford.edu> License: MIT + file LICENSE URL: https://yiqingxu.org/packages/gsynth/gsynth_examples.html NeedsCompilation: yes SystemRequirements: A C++11 compiler. Materials: README In views: CausalInference, Econometrics, MissingData CRAN checks: gsynth results Documentation: Downloads: Reverse dependencies: Linking:Please use the canonical form https://CRAN.R-project.org/package=gsynth to link to this page.
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