fect

Description

Provides tools for estimating causal effects in panel data using counterfactual methods, as well as other modern DID estimators. It is designed for causal panel analysis with binary treatments under the parallel trends assumption. The package supports scenarios where treatments can switch on and off and allows for limited carryover effects. It includes several imputation estimators, such as Gsynth (Xu 2017), linear factor models, and the matrix completion method. Detailed methodology is described in Liu, Wang, and Xu (2024) <doi:10.48550/arXiv.2107.00856> and Chiu et al. (2025) <doi:10.48550/arXiv.2309.15983>. Optionally integrates with the "HonestDiDFEct" package for sensitivity analyses compatible with imputation estimators. "HonestDiDFEct" is not on CRAN but can be obtained from <https://github.com/lzy318/HonestDiDFEct>.

Downloads

CRAN Check Status

  installed size is 12.4Mb
  sub-directories of 1Mb or more:
    data   1.2Mb
    libs  10.2Mb

Package suggested but not available for checking: ‘HonestDiDFEct’

  installed size is 13.6Mb
  sub-directories of 1Mb or more:
    data   1.2Mb
    libs  11.4Mb

Package suggested but not available for checking: ‘HonestDiDFEct’

Package suggested but not available for checking: 'HonestDiDFEct'

Check History

Package suggested but not available for checking: ‘HonestDiDFEct’

Package suggested but not available for checking: ‘HonestDiDFEct’

Package suggested but not available for checking: 'HonestDiDFEct'

Reverse Dependencies (1)

Dependency Network

Version History