fect: Fixed Effects Counterfactuals
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 |
| 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 <zyliu2020 at uchicago.edu> |
| License: |
MIT + file LICENSE |
| URL: |
https://yiqingxu.org/packages/fect/articles/tutorial.html |
| NeedsCompilation: |
yes |
| SystemRequirements: |
A C++11 compiler. |
| Materials: |
README, NEWS |
| CRAN checks: |
fect results |
Documentation:
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