xuyiqing/fect: Fixed Effects Counterfactual Estimators
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>.
Getting started
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Package details |
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| Author | Licheng Liu [aut], Ziyi Liu [aut, cre], Ye Wang [aut], Yiqing Xu [aut] (<https://orcid.org/0000-0003-2041-6671>) |
| Maintainer | Ziyi Liu <zyliu2023@berkeley.edu> |
| License | MIT + file LICENSE |
| Version | 2.0.1 |
| URL | https://yiqingxu.org/packages/fect/ |
| Package repository | View on GitHub |
| Installation |
Install the latest version of this package by entering the following in R:
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