zuoyi93/ProSGPV: Penalized Regression with Second-Generation P-Values

Implementation of penalized regression with second-generation p-values for variable selection. The algorithm can handle linear regression, GLM, and Cox regression. S3 methods print(), summary(), coef(), predict(), and plot() are available for the algorithm. Technical details can be found at Zuo et al. (2021) <doi:10.1080/00031305.2021.1946150>.

Getting started

Package details

MaintainerYi Zuo <yi.zuo@vanderbilt.edu>
LicenseGPL-3
Version1.0.1
URL https://github.com/zuoyi93/ProSGPV
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("zuoyi93/ProSGPV")
zuoyi93/ProSGPV documentation built on Aug. 31, 2021, 1:22 a.m.