CRAN/E | AVGAS

AVGAS

A Variable Selection using Genetic Algorithms

Installation

About

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.

Key Metrics

Version 0.1.0
Published 2023-12-20 308 days ago
Needs compilation? no
License GPL-2
CRAN checks AVGAS results
Language en-US

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Maintainer

Maintainer

Leiyue Li

Authors

Leiyue Li

aut / cre

Chenglong Ye

aut

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Imports

utils
Matrix
pracma
stats
dplyr
selectiveInference
VariableScreening
ggplot2