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: 2024-03-12
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 22 Dec. 2024.
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
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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