Mamba413/rvs: Robust Variable Selection with Exponential Squared Loss

Computationally efficient tool for performing variable selection and obtaining robust estimates, which implements robust variable selection procedure proposed by Wang, X., Jiang, Y., Wang, S., Zhang, H. (2013) <doi:10.1080/01621459.2013.766613>. Users can enjoy the near optimal, consistent, and oracle properties of the procedures.

Getting started

Package details

MaintainerJin Zhu <zhuj37@mail2.sysu.edu.cn>
LicenseGPL-3
Version0.1.0
URL https://github.com/Mamba413/rvs
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("Mamba413/rvs")
Mamba413/rvs documentation built on Jan. 28, 2024, 6:27 p.m.