Changes in version 1.0.0 (2021-08-06) 8/6/2021: ProSGPV version 1.0.0 is here! - Added the reference that proposed the ProSGPV algorithm Changes in version 0.3.0 (2021-05-15) 5/4/2021: ProSGPV is faster now! - Changed the first-stage screening method from cross-validated lasso to one using generalized information criterion - Removed which.sgpv as there is no variability in selection results given a data set Changes in version 0.2.0 3/31/2021: ProSGPV can handle GLM now! - Added functionalities of variable selection in Logistic, Poisson, and Cox models - Added the which.sgpv function to find the most frequent model when the two-stage algorithm is used - Added the S3 plot method for the one-stage algorithm - Added vignettes to better illustrate how ProSGPV works Changes in version 0.1.0 (2021-01-06) 1/6/2021: The first version of ProSGPV is released now! - Added a NEWS.md file to track changes to the package