xuyiqing/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) <arXiv:2107.00856>.

Getting started

Package details

AuthorLicheng Liu [aut], Ziyi Liu [aut, cre], Ye Wang [aut], Yiqing Xu [aut] (<https://orcid.org/0000-0003-2041-6671>)
MaintainerZiyi Liu <zyliu2023@berkeley.edu>
LicenseMIT + file LICENSE
Version1.0.10
URL https://yiqingxu.org/packages/fect/articles/tutorial.html
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("xuyiqing/fect")
xuyiqing/fect documentation built on March 30, 2024, 10:10 a.m.