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DESCRIPTION
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Package: fect
Type: Package
Title: Fixed Effects Counterfactual Estimators
Version: 2.0.0
Date: 2025-01-17
Authors@R:
c(person("Licheng", "Liu", , "lichengl@stanford.edu", role = c("aut")),
person("Ziyi", "Liu", , "zyliu2023@berkeley.edu", role = c("aut", "cre")),
person("Ye", "Wang", , "yezhehuzhi@gmail.com", role = c("aut")),
person("Yiqing", "Xu", , "yiqingxu@stanford.edu", role = c("aut"),
comment = c(ORCID = "0000-0003-2041-6671")))
Maintainer: Ziyi Liu <zyliu2023@berkeley.edu>
Description: Provides tools for estimating causal effects in panel data
using counterfactual methods. It is designed for panel or time-series
cross-sectional analysis with binary treatments under baseline
randomization (hypothetically). 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)
<arXiv:2107.00856>.
URL: https://yiqingxu.org/packages/fect/
NeedsCompilation: yes
License: MIT + file LICENSE
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,
mvtnorm,
dplyr
Suggests:
panelView
SystemRequirements: A C++11 compiler
Depends: R (>= 3.5.0)
LinkingTo: Rcpp, RcppArmadillo
RoxygenNote: 7.1.0
Packaged: 2024-01-26 03:25:56 UTC; ziyil
Author: Licheng Liu [aut],
Ziyi Liu [aut, cre],
Ye Wang [aut],
Yiqing Xu [aut] (<https://orcid.org/0000-0003-2041-6671>)