R Observatory: Metrics for bootPLS version 1.2.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

bootPLS

1.2.0

Bootstrap Hyperparameter Selection for PLS Models and Extensions

0packages depend

6.5Kdownloads / year

73.1%test coverage

13/13checks pass

Overview

About

Maintained by Frederic BertrandFirst published 2021-07-154 releasesCRAN page ↗GitHub ↗

Several implementations of non-parametric stable bootstrap-based techniques to determine the numbers of components for Partial Least Squares linear or generalized linear regression models as well as and sparse Partial Least Squares linear or generalized linear regression models. The package collects techniques that were published in a book chapter (Magnanensi et al. 2016, 'The Multiple Facets of Partial Least Squares and Related Methods', doi:10.1007/978-3-319-40643-5_18) and two articles (Magnanensi et al. 2017, 'Statistics and Computing', doi:10.1007/s11222-016-9651-4) and (Magnanensi et al. 2021, 'Frontiers in Applied Mathematics and Statistics', doi:10.3389/fams.2021.693126).

Install

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

install.packages("bootPLS", 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/bootPLS")

Development version from fbertran/bootPLS. 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-bootpls

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-bootPLS

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-bootPLS

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

Health

CRAN checks

13OK

Slowest check: 2.2 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.10

73.1%

Coverage · measured lines

100%

Documentation · exports

8

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
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-28
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

ERROR2026-04-24
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 783 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 94%
Documented parameters: 97%
Return-value docs: 100%
References docs: 94%

Downloads

6.5K

CRAN downloads in the past year

Rank #7,862 · ~18/day · ~542/mo

Releases R versions

Daily download trend is not available in this view yet.

27030 days

1.1K90 days

6.5K1 year

Compare downloads with other packages →

Also on136 r2u59 autocran

Repository

GitHub ↗ fbertran/bootpls

3Stars

0Forks

0Open issues

0Open PRs

1Releases

15Commits

1Contributors

15 commits · Last activity 2025-09-24 · 0% stars, 30d

Stars over time

2022-03-21 · 12026-07-07 · 3

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/fbertran/bootpls on 2026-08-23.

Continuous integration (1)

GitHub Actions

Docs source (1)

README.Rmd

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

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (8)

bootdoParallel foreach plsRglm pls spls bipartite mvtnorm

LinkingTo (0)

none

Suggests (7)

knitr markdown plsdof prettydoc rmarkdown testthat (>= 3.0.0)withr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (3)

Maintainer (1)

Frederic Bertrand

Maintainer, Author

Authors (3)

Frederic Bertrand

Maintainer, Author

Jeremy Magnanensi

Author

Myriam Maumy-Bertrand

Author

Package Timeline

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

1.2.0Latest
2026-06-08 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.1.0
2025-09-14 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.0.1
2024-09-24 · diff ↗
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
0.9.9
2021-07-15
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-07-15
Total releases: 4 / 5 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.5.0
Bundled data: 13 KB / 1 file
Download size: 96 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("bootPLS")

Format

Bertrand, F., Magnanensi, J., & Maumy-Bertrand, M. (2026). bootPLS: Bootstrap Hyperparameter Selection for PLS Models and Extensions (Version 1.2.0) [Computer software]. https://doi.org/10.32614/CRAN.package.bootPLS

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 bootPLS version 1.2.0 [Data set]. HJJB, LLC. Data release v2026-08-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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