Creating the cssr R package

Gregory Faletto

June 13, 2026

1 Introduction

Cluster stability selection is a feature selection method designed to allow stability selection to work effectively in the presence of highly correlated features. It was proposed in this paper:

#' Faletto, G., & Bien, J. (2022). Cluster Stability Selection.
#' \emph{arXiv preprint arXiv:2201.00494}.
#' \url{https://arxiv.org/abs/2201.00494}.

faletto2022

This bookdown uses literate programming to define the cssr R package, which implements the procedures described in the paper. For a light introduction demonstrating how to use cssr, please see the package’s website here.