CRAN/E | hySAINT

hySAINT

Hybrid Genetic and Simulated Annealing Algorithm for High Dimensional Linear Models with Interaction Effects

Installation

About

We provide a stage-wise selection method using genetic algorithms, designed to efficiently identify main and two-way interactions within high-dimensional linear regression models. Additionally, it implements simulated annealing algorithm during the mutation process. The relevant paper can be found at: Ye, C.,and Yang,Y. (2019) doi:10.1109/TIT.2019.2913417.

Key Metrics

Version 1.2.1
Published 2024-04-04 202 days ago
Needs compilation? no
License GPL-2
CRAN checks hySAINT 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-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

hySAINT archive

Imports

utils
Matrix
energy
pracma
stats
selectiveInference
VariableScreening
SIS