DVS: Stability Selection with Lasso after Variable Decorrelation

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.

Version:	0.0.1
Imports:	glmnet, cmna
Suggests:	testthat (≥ 3.0.0)
Published:	2026-07-30
DOI:	10.32614/CRAN.package.DVS (may not be active yet)
Author:	Mahdi Nouraie [aut, cre], Connor Smith [aut], Samuel Muller [aut]
Maintainer:	Mahdi Nouraie <mahdinouraie20 at gmail.com>
BugReports:	https://github.com/MahdiNouraie/DVS/issues
License:	MIT + file LICENSE
URL:	https://github.com/MahdiNouraie/DVS, https://doi.org/10.1007/s11222-026-10916-7
NeedsCompilation:	no
Materials:	README
CRAN checks:	DVS results

Documentation:

Reference manual:

DVS.html , DVS.pdf

Downloads:

Package source:	DVS_0.0.1.tar.gz
Windows binaries:	r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries:	r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): not available, r-oldrel (x86_64): not available

Linking:

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