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hySAINT
View on CRAN: Click
here
Download and install hySAINT package within the R console
Install from CRAN:
install.packages("hySAINT")
Install from Github:
library("remotes")
install_github("cran/hySAINT") Install by package version:
library("remotes")
install_version("hySAINT", "1.2.1") Attach the package and use:
library("hySAINT")
Maintained by
Leiyue Li
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-03-12
Latest Update: 2024-04-04
Description:
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) .
How to cite:
Leiyue Li (2024). hySAINT: Hybrid Genetic and Simulated Annealing Algorithm for High Dimensional Linear Models with Interaction Effects. R package version 1.2.1, https://cran.r-project.org/web/packages/hySAINT. Accessed 26 Jun. 2026.
Previous versions and publish date:
1.2.0 (2024-03-12 20:50)
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