Package: DVS
Type: Package
Title: Stability Selection with Lasso after Variable Decorrelation
Version: 0.0.1
Authors@R: 
    c(
      person("Mahdi", "Nouraie", email = "mahdinouraie20@gmail.com",
             role = c("aut", "cre")),
      person("Connor", "Smith", role = "aut"),
      person("Samuel", "Muller", role = "aut")
    )
Description: Implements stability selection with Lasso after variable
        decorrelation for identifying relevant variables in
        high-dimensional data. The method applies Air-HOLP screening
        and Gram-Schmidt orthogonalization before Lasso-based stability
        selection.
License: MIT + file LICENSE
Imports: glmnet, cmna
Encoding: UTF-8
URL: https://github.com/MahdiNouraie/DVS,
        https://doi.org/10.1007/s11222-026-10916-7
BugReports: https://github.com/MahdiNouraie/DVS/issues
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
Repository: https://mahdinouraie.r-universe.dev
Date/Publication: 2026-09-18 05:36:09 UTC
RemoteUrl: https://github.com/mahdinouraie/dvs
RemoteRef: HEAD
RemoteSha: 035c09702bf5d097105040a176ce7fa5cd6af01a
NeedsCompilation: no
Packaged: 2026-09-18 06:11:09 UTC; root
Author: Mahdi Nouraie [aut, cre],
  Connor Smith [aut],
  Samuel Muller [aut]
Maintainer: Mahdi Nouraie <mahdinouraie20@gmail.com>