fect: Fixed Effects Counterfactuals (original) (raw)
Estimates causal effects with panel data using the counterfactual methods. It is suitable for panel or time-series cross-sectional analysis with binary treatments under (hypothetically) baseline randomization.It allows a treatment to switch on and off and limited carryover effects. It supports linear factor models, a generalization of gsynth and the matrix completion method. Implementation details can be found in Liu, Wang and Xu (2022) <doi:10.48550/arXiv.2107.00856>.
Version: | 1.0.0 |
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Depends: | R (≥ 3.5.0) |
Imports: | Rcpp (≥ 0.12.3), ggplot2 (≥ 2.1.0), GGally (≥ 1.0.1), doParallel (≥ 1.0.10), foreach (≥ 1.4.3), abind (≥ 1.4-0), MASS, gridExtra, grid, fixest, doRNG, future, panelView, mvtnorm |
LinkingTo: | Rcpp, RcppArmadillo |
Published: | 2022-10-14 |
DOI: | 10.32614/CRAN.package.fect |
Author: | Licheng Liu [aut], Ziyi Liu [aut, cre], Ye Wang [aut], Yiqing Xu [aut] |
Maintainer: | Ziyi Liu |
License: | MIT + file |
URL: | https://yiqingxu.org/packages/fect/articles/tutorial.html |
NeedsCompilation: | yes |
SystemRequirements: | A C++11 compiler. |
Materials: | README NEWS |
CRAN checks: | fect results |
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