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Readme.Rmd
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---
title: "brs"
author: "Albert Chiu, Yiqing Xu, and Tong Wang"
date: "2023-05-03"
output: md_document
---
```{r setup, include=FALSE}
knitr::opts_chunk$set(echo = TRUE)
```
_R_ package for implementing Bayesian Rule Sets (BRS).
Repo: [GitHub](https://github.com/albert-chiu/brs)
Examples: [Vignette](https://albertchiu.com/brs/docs/articles/brs-vignette)
References:
- Chiu, Albert and Yiqing Xu. "Bayesian Rule Set: A Quantitative Alternative to Qualitative Comparative Analysis." *The Journal of Politics* 85, no. 1 (2023):280-295.
- Wang, Tong, Cynthia Rudin, Finale Doshi-Velez, Yimin Liu, Erica Klampfl, and Perry MacNeille. "A bayesian framework for learning rule sets for interpretable classification." *The Journal of Machine Learning Research* 18, no. 1 (2017): 2357-2393.
## Installation
_brs_ is currently only available from GitHub. You can install it using the code below:
```{r install, message=F}
devtools::install_github('albert-chiu/brs')
```