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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 + file LICENSE |
| NeedsCompilation: |
no |
| Materials: |
README NEWS |
| CRAN checks: |
stabiliser results |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=stabiliser
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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.
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