ryan-thompson/robustsubsets: Robust Subset Selection

Provides tools for sparse linear regression modelling with contaminated data. Combines the least trimmed squares loss function with a constraint on the maximum number of nonzero regression coefficients. Exact and heuristic computational algorithms are implemented.

Getting started

Package details

AuthorRyan Thompson
MaintainerRyan Thompson <ryan.thompson-1@uts.edu.au>
LicenseGPL-3
Version1.1.4
URL https://github.com/ryan-thompson/robustsubsets
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("ryan-thompson/robustsubsets")
ryan-thompson/robustsubsets documentation built on Dec. 14, 2024, 6:25 a.m.