Other packages > Find by keyword >

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]
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 13 Sep. 2026.
Previous versions and publish date:
(2026-07-09 07:48), 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
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

TSEwgt  
Total Survey Error Under Multiple, Different Weighting Schemes
Calculates total survey error (TSE) for a survey under multiple, different weighting schemes, using ...
Download / Learn more Package Citations See dependency  
cmdfun  
Framework for Building Interfaces to Shell Commands
Writing interfaces to command line software is cumbersome. 'cmdfun' provides a framework for buildi ...
Download / Learn more Package Citations See dependency  
oii  
Crosstab and Statistical Tests for OII MSc Stats Course
Provides simple crosstab output with optional statistics (e.g., Goodman-Kruskal Gamma, Somers' d, an ...
Download / Learn more Package Citations See dependency  
saeMSPE  
Computing MSPE Estimates in Small Area Estimation
We describe a new R package entitled 'saeMSPE' for the well-known Fay Herriot model and nested error ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
tvmComp  
Discounting and Compounding Calculations for Various Scenarios
Functions for compounding and discounting calculations included here serve as a complete reference f ...
Download / Learn more Package Citations See dependency  

28,565

R Packages

239,283

Dependencies

75,677

Author Associations

28,566

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA