Package: hySAINT
Title: Hybrid Genetic and Simulated Annealing Algorithm for High
        Dimensional Linear Models with Interaction Effects
Version: 1.2.1
Authors@R: 
    c(person("Leiyue", "Li", 
    role = c("aut", "cre"), 
    email = "lli289.git@gmail.com"), 
    person("Chenglong", "Ye", 
    role = "aut", 
    email = "chenglong.ye@uky.edu"))
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) <doi:10.1109/TIT.2019.2913417>.
License: GPL-2
Encoding: UTF-8
Imports: utils, Matrix, energy, pracma, stats, selectiveInference,
        VariableScreening, SIS
Language: en-US
Author: Leiyue Li [aut, cre],
  Chenglong Ye [aut]
Maintainer: Leiyue Li <lli289.git@gmail.com>
RoxygenNote: 7.3.1
NeedsCompilation: no
Packaged: 2024-04-04 14:33:29 UTC; lli28
Repository: CRAN
Date/Publication: 2024-04-04 15:03:00 UTC
Built: R 4.6.0; ; 2026-04-25 19:08:14 UTC; unix
