Penalized Regression with Second-Generation P-Values R package ProSGPV version 1.0.0 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>. Software Depends: R (>= 3.5.0), glmnet, brglm2 Imports: MASS, survival Suggests: rmarkdown, knitr Yi Zuo <yi.zuo@vanderbilt.edu> Comprehensive R Archive Network (CRAN) Yi Zuo [aut, cre] (ORCID: <https://orcid.org/0000-0002-6643-8326>), Thomas Stewart [aut], Jeffrey Blume [aut] GPL-3 2021-08-06 application/tgz https://CRAN.R-project.org/package=ProSGPV doi:10.32614/CRAN.package.ProSGPV