stabiliser: Stabilising Variable Selection

A stable approach to variable selection through stability selection and the use of an objective threshold based on a model from permuted data. 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: 0.1.0
Depends: R (≥ 2.10)
Imports: dplyr, bigstep, rsample, tibble, purrr, tidyr, stringr, ggplot2, broom, caret, glmnet, ncvreg
Suggests: rmarkdown, knitr, testthat (≥ 3.0.0), markdown
Published: 2021-08-10
Author: Robert Hyde ORCID iD [aut, cre], Martin Green [aut], Eliana Lima [aut]
Maintainer: Robert Hyde <robert.hyde1 at nottingham.ac.uk>
License: MIT + file LICENSE
NeedsCompilation: no
Materials: README NEWS
CRAN checks: stabiliser results

Documentation:

Reference manual: stabiliser.pdf
Vignettes: stabiliser

Downloads:

Package source: stabiliser_0.1.0.tar.gz
Windows binaries: r-devel: stabiliser_0.1.0.zip, r-release: stabiliser_0.1.0.zip, r-oldrel: stabiliser_0.1.0.zip
macOS binaries: r-release (arm64): stabiliser_0.1.0.tgz, r-release (x86_64): stabiliser_0.1.0.tgz, r-oldrel: stabiliser_0.1.0.tgz

Linking:

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