R Observatory: Metrics for SelectBoost version 2.3.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

SelectBoost

2.3.0

A General Algorithm to Enhance the Performance of Variable Selection Methods in Correlated Datasets

3packages depend

6.6Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Frederic BertrandFirst published 2019-05-276 releasesCRAN page ↗GitHub ↗

An implementation of the selectboost algorithm (Bertrand et al. 2020, 'Bioinformatics', doi:10.1093/bioinformatics/btaa855), which is a general algorithm that improves the precision of any existing variable selection method. This algorithm is based on highly intensive simulations and takes into account the correlation structure of the data. It can either produce a confidence index for variable selection or it can be used in an experimental design planning perspective.

Install

R (CRAN)pak (dev)Ubuntu (r2u)

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

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

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("fbertran/SelectBoost")

Development version from fbertran/SelectBoost. Installs pak first if it is not already available.

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-selectboost

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

Health

CRAN checks

13OK

Slowest check: 3.4 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.02

not tracked

Coverage

100%

Documentation · exports

13

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 1,160 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 99%
Return-value docs: 100%
References docs: 61%

Downloads

6.6K

CRAN downloads in the past year

Rank #5,807 · ~18/day · ~548/mo

Releases R versions

Daily download trend is not available in this view yet.

22830 days

1.4K90 days

6.6K1 year

Compare downloads with other packages →

Also on169 r2u18 c2d4u

Repository

GitHub ↗ fbertran/selectboost

7Stars

2Forks

0Open issues

0Open PRs

5Releases

53Commits

1Contributors

selection-algorithmprecisionrecallconfidencecorrelationcorrelation-structuremodelling

53 commits · Last activity 2025-09-24

Stars over time

2022-12-01 · 72026-07-07 · 7

Repository practices

Upstream repositoryBeta

3 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/fbertran/selectboost on 2026-08-16.

Continuous integration (1)

GitHub Actions

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5

Imports (13)

lars glmnet igraphparallelmsgps RfastmethodsCascadegraphicsgrDevicesvarbvs spls abind

LinkingTo (0)

none

Suggests (6)

knitr markdown rmarkdown mixOmics CascadeData testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

0indirect

Patterns SelectBoost.FDA SelectBoost.gamlss

Code & Tests

Datasets

People & History

People (4)

Maintainer (1)

Frederic Bertrand

Maintainer, Author

Authors (2)

Frederic Bertrand

Maintainer, Author

Myriam Maumy-Bertrand

Author

Contributors (2)

Ismail Aouadi

Contributor

Nicolas Jung

Contributor

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
2.3.0Latest
2025-09-14 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
2.2.2
2022-11-30 · diff ↗
2.2.1
2022-11-29 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
2.2.0
2021-03-20 · diff ↗
R
R 4.0.0 released · 2020-04-24
2.0.0
2020-02-23 · diff ↗
1.4.0
2019-05-27
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2019-05-27
Total releases: 6 / 7 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.5
Bundled data: 846 KB / 12 files
Download size: 967 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("SelectBoost")

Format

Bertrand, F., Aouadi, I., Jung, N., & Maumy-Bertrand, M. (2025). SelectBoost: A General Algorithm to Enhance the Performance of Variable Selection Methods in Correlated Datasets (Version 2.3.0) [Computer software]. https://doi.org/10.32614/CRAN.package.SelectBoost

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 SelectBoost version 2.3.0 [Data set]. HJJB, LLC. Data release v2026-08-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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