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 [aut, cre], Martin Green [aut], Eliana Lima [aut] |
| Maintainer: | Robert Hyde <robert.hyde4 at nottingham.ac.uk> |
| License: | MIT + fileLICENSE |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | stabiliser results |
Documentation:
| Reference manual: | stabiliser.html ,stabiliser.pdf |
| Vignettes: | stabiliser (source,R code) |
Downloads:
| 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 |
Linking:
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