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AVGAS  

A Variable Selection using Genetic Algorithms
View on CRAN: Click here


Download and install AVGAS package within the R console
Install from CRAN:
install.packages("AVGAS")

Install from Github:
library("remotes")
install_github("cran/AVGAS")

Install by package version:
library("remotes")
install_version("AVGAS", "0.1.0")



Attach the package and use:
library("AVGAS")
Maintained by
Leiyue Li
[Scholar Profile | Author Map]
First Published: 2023-12-20
Latest Update: 2023-12-20
Description:
We provide a stage-wise selection method using genetic algorithm which can perform fast interaction selection in high-dimensional linear regression models with two-way interaction effects under strong, weak, or no heredity condition. Ye, C.,and Yang,Y. (2019) .
How to cite:
Leiyue Li (2023). AVGAS: A Variable Selection using Genetic Algorithms. R package version 0.1.0, https://cran.r-project.org/web/packages/AVGAS. Accessed 06 May. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited AVGAS R package
View AVGAS citation profile
Other R packages that AVGAS depends, imports, suggests or enhances
Complete documentation for AVGAS
Functions, R codes and Examples using the AVGAS R package
Some associated functions: ABC . AVGAS . Extract . Genone . cross . detect . initial . mut . 
Some associated R codes: ABC.R . AVGAS.R . Extract.R . Genone.R . Heredity.R . cross.R . detect.R . initial.R . mut.R . predictor_match.R .  Full AVGAS package functions and examples
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