AVGAS: A Variable Selection using Genetic Algorithms

We provide a stage-wise selection method using genetic algorithm which can perform fast interaction selection in high-dimensional linear regression models with two-way interaction effects under strong, weak, or no heredity condition. Ye, C.,and Yang,Y. (2019) <doi:10.1109/TIT.2019.2913417>.

Getting started

Package details

AuthorLeiyue Li [aut, cre], Chenglong Ye [aut]
MaintainerLeiyue Li <lli289.git@gmail.com>
LicenseGPL-2
Version0.1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("AVGAS")

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AVGAS documentation built on June 22, 2024, 7 p.m.