CRAN/E | stabiliser

stabiliser

Stabilising Variable Selection

Installation

About

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.

Key Metrics

Version 1.0.2
R ≥ 3.0.0
Published 2022-06-07 689 days ago
Needs compilation? no
License MIT
License File
CRAN checks stabiliser results

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Maintainer

Maintainer

Robert Hyde

robert.hyde4@nottingham.ac.uk

Authors

Robert Hyde

aut / cre

Martin Green

aut

Eliana Lima

aut

Material

README
NEWS
Reference manual
Package source

Vignettes

stabiliser

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

stabiliser archive

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