Package: DVS 0.0.1

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.

Authors:Mahdi Nouraie [aut, cre], Connor Smith [aut], Samuel Muller [aut]

DVS_0.0.1.tar.gz
DVS_0.0.1.zip(r-4.7-any)DVS_0.0.1.zip(r-4.6-any)DVS_0.0.1.zip(r-4.5-any)
DVS_0.0.1.tgz(r-4.6-any)DVS_0.0.1.tgz(r-4.5-any)
DVS_0.0.1.tar.gz(r-4.7-any)DVS_0.0.1.tar.gz(r-4.6-any)
DVS_0.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
DVS/json (API)

# Install 'DVS' in R:

install.packages('DVS', repos = c('https://mahdinouraie.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/mahdinouraie/dvs/issues

On CRAN:

3.92 score 56 scripts 231 downloads 1 exports 11 dependencies

Last updated from:035c09702b. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	138
source / vignettes	OK	147
linux-release	OK	155
macos-release	OK	118
macos-oldrel	OK	79
windows-devel	OK	84
windows-release	OK	73
windows-oldrel	OK	75
wasm-release	OK	100