The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.

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

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>.

Version: 1.2.1
Imports: utils, Matrix, energy, pracma, stats, selectiveInference, VariableScreening, SIS
Published: 2024-04-04
DOI: 10.32614/CRAN.package.hySAINT
Author: Leiyue Li [aut, cre], Chenglong Ye [aut]
Maintainer: Leiyue Li <lli289.git at gmail.com>
License: GPL-2
NeedsCompilation: no
Language: en-US
CRAN checks: hySAINT results

Documentation:

Reference manual: hySAINT.pdf

Downloads:

Package source: hySAINT_1.2.1.tar.gz
Windows binaries: r-devel: hySAINT_1.2.1.zip, r-release: hySAINT_1.2.1.zip, r-oldrel: hySAINT_1.2.1.zip
macOS binaries: r-release (arm64): hySAINT_1.2.1.tgz, r-oldrel (arm64): hySAINT_1.2.1.tgz, r-release (x86_64): hySAINT_1.2.1.tgz, r-oldrel (x86_64): hySAINT_1.2.1.tgz
Old sources: hySAINT archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=hySAINT to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.