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r-gsynth

Anaconda Verified

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.

Installation

To install this package, run one of the following:

Conda
$conda install r::r-gsynth

Usage Tracking

1.2.1
1 / 8 versions selected
Total downloads: 0

About

Summary

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.

Information Last Updated

Apr 22, 2025 at 15:31

License

MIT

Total Downloads

41

Platforms

Linux 64 Version: 1.2.1