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hySAINT  

Hybrid Genetic and Simulated Annealing Algorithm for High Dimensional Linear Models with Interaction Effects
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]
First Published: 2024-03-12
Latest Update: 2024-03-12
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 17 Feb. 2025.
Previous versions and publish date:
1.2.0 (2024-03-12 20:50)
Other packages that cited hySAINT R package
View hySAINT citation profile
Other R packages that hySAINT depends, imports, suggests or enhances
Complete documentation for hySAINT
Functions, R codes and Examples using the hySAINT R package
Full hySAINT package functions and examples
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