grpss: Group Screening and Selection
Version 3.0.1

Contains the tools to screen grouped variables, and select screened grouped variables afterwards. The main function grpss() can perform the grouped variables screening as well as selection for ultra-high dimensional data with group structure. The screening step is primarily used to reduce the dimensions of data so that the selection procedure can easily handle the moderate or low dimensions instead of ultra-high dimensions.

Getting started

Package details

AuthorDebin Qiu, Jeongyoun Ahn
Date of publication2016-01-03 22:28:01
MaintainerDebin Qiu <debinqiu@uga.edu>
LicenseGPL-2 | GPL-3
Version3.0.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("grpss")

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grpss documentation built on May 29, 2017, 10:16 a.m.