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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 [aut, cre], Martin Green [aut], Eliana Lima [aut] |
Maintainer: | Robert Hyde <robert.hyde4 at nottingham.ac.uk> |
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: stabiliser_1.0.6.zip, r-release: stabiliser_1.0.6.zip, r-oldrel: stabiliser_1.0.6.zip |
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 |
Please use the canonical form https://CRAN.R-project.org/package=stabiliser to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.