R package for implementing Bayesian Rule Sets (BRS).

Repo: GitHub

Examples: 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):.
• 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:

devtools::install_github('albert-chiu/brs')