stabiliser: Stabilising Variable Selection

A stable approach to variable selection through stability selection and the use of a permutation-based objective stability threshold. Lima et al (2021) <doi:10.1038/s41598-020-79317-8>, Meinshausen and Buhlmann (2010) <doi:10.1111/j.1467-9868.2010.00740.x>.

Version: 1.0.6
Depends: R (≥ 3.0.0)
Imports: glmnet, dplyr, bigstep, rsample, tibble, purrr, tidyr, stringr, ggplot2, broom, caret, ncvreg, knitr, Hmisc, expss, lme4, matrixStats, recipes, lmerTest
Suggests: rmarkdown, testthat (≥ 3.0.0), markdown
Published: 2023-05-17
DOI: 10.32614/CRAN.package.stabiliser
Author: Robert Hyde ORCID iD [aut, cre], Martin Green [aut], Eliana Lima [aut]
Maintainer: Robert Hyde <robert.hyde4 at>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README NEWS
CRAN checks: stabiliser results


Reference manual: stabiliser.pdf
Vignettes: stabiliser


Package source: stabiliser_1.0.6.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): stabiliser_1.0.6.tgz, r-oldrel (arm64): stabiliser_1.0.6.tgz, r-release (x86_64): stabiliser_1.0.6.tgz, r-oldrel (x86_64): stabiliser_1.0.6.tgz
Old sources: stabiliser archive


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