R Observatory: Metrics for stabiliser version 1.0.7

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

stabiliser

1.0.7

Stabilising Variable Selection

0packages depend

4Kdownloads / year

–test coverage

11/13checks pass

Overview

About

Maintained by Robert HydeFirst published 2021-08-107 releasesCRAN page ↗

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.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("stabiliser", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-stabiliser

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-stabiliser

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-stabiliser

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

2NOTE11OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 7.9 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

21

Dependencies · direct

Check history

NOTE2026-07-11
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-25
11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Show 2 earlier snapshots

OK2026-03-18
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-03-10
8 OK · 6 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 841 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 33% structuredCode of conductNoContributing guideNo

Examples that run: not tracked
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

4K

CRAN downloads in the past year

Rank #8,111 · ~11/day · ~333/mo

Releases R versions

Daily download trend is not available in this view yet.

16630 days

1.1K90 days

4K1 year

Compare downloads with other packages →

Also on117 r2u11 autocran

Dependencies

Declared dependencies

24 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.0.0

Imports (21)

glmnet dplyr bigstep rsample tibble purrr tidyr stringr ggplot2 broom caret ncvreg Hmisc expss lme4 matrixStats recipesstatslmerTest furrr future

LinkingTo (0)

none

Suggests (4)

rmarkdown testthat markdown knitr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (5)

Maintainer (1)

Robert Hyde

Author, Maintainer

Authors (5)

Robert Hyde

Author, Maintainer

Matthew Barden

Author · added in 1.0.7

Martin Green

Author

Kate Lewis

Author · added in 1.0.7

Eliana Lima

Author

Package Timeline

7 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
1.0.7Latest
2026-03-09 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.0.6
2023-05-17 · diff ↗
unarchivedReturned to CRAN
2023-05-17
R
R 4.3.0 released · 2023-04-21
archivedRemoved from CRAN
2023-03-31
requires archived package 'bigstep'
1.0.2
2022-06-07 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.0.1
2022-04-06 · diff ↗
0.1.2
2022-02-14 · diff ↗
0.1.1
2022-01-05 · diff ↗
0.1.0
2021-08-10
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-08-10
Total releases: 7 / 5 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.0.0
Bundled data: 39 KB / 1 file
Download size: 82 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("stabiliser")

Format

Hyde, R., Barden, M., Green, M., Lewis, K., & Lima, E. (2026). stabiliser: Stabilising Variable Selection (Version 1.0.7) [Computer software]. https://doi.org/10.32614/CRAN.package.stabiliser

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for stabiliser version 1.0.7 [Data set]. HJJB, LLC. Data release v2026-08-16. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-16, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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