R Observatory: Metrics for bootPLS version 1.2.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

bootPLS

1.2.0Package record

Bootstrap Hyperparameter Selection for PLS Models and Extensions

0packages depend

6.2Kdownloads / year

73.1%test coverage

13/13flavors OK

Overview

About

Maintained by Frederic BertrandCRAN page ↗GitHub ↗Website ↗Issues ↗

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).

Changes in 1.2.0

Update links to canonical form
Added compatibility guard for plsRglm bootstrap confidence interval shapes

From NEWS.md in the release

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. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 2.1 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK13 OK2026-04-28

Show 2 earlier changesHide 2 earlier changes

ERROR13 OK, 1 ERROR2026-04-24
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.2.0

READMEYes · 783 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 1.2.0Citation fileYes · cites a publicationWebsiteYes · pkgdown

Help pages: 18 (2 internal)includes a package overview page
Examples that run: 94%15 run in a plain check · 1 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 100%
Documented parameters: 97%
Return-value docs: 100%
Help pages citing references: 94%

Vignettes (1)

Selecting the number of components

How these are measured

Downloads

6.2K

CRAN downloads in the past year

Rank #9,995 · ~17/day · ~515/mo

Releases R versions

Daily download trend is not available in this view yet.

34830 days

1K90 days

6.2K1 year

Compare downloads with other packages →

Also on103 r2u24 autocran

How downloads are counted

Repository

fbertran/bootpls ↗Account: fbertran

3Stars

0Forks

0Open issues

0Open PRs

1Releases

15Commits

1Commit identities

15 commits · Last activity 2025-09-24 · 0% stars, 30d · The default branch showed an older version (1.1.0) than CRAN on 2026-10-25

Responsiveness

not measured

Stars over time

2022-03-21 · 12026-07-07 · 3

How these are measured

PracticesBeta

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

Checks run against github.com/fbertran/bootpls on 2026-10-25.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on macOS

Docs source (3)

README.Rmdpkgdown

GitHub Pages site last deployed 2025-09-24

pkgdown site last built 2025-09-09, before release 1.2.0 (2026-06-08)

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

14 external dependencies (excludes base and recommended)

Installing bootPLS adds 80 packages (44 with compiled code, 84 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, igraph 4.8 MB.

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.

How these are counted

Code & Tests

Datasets

People & History

People (3)

Frederic Bertrand

Maintainer since 0.9.9 (2021), Author

Jeremy Magnanensi

Author

Myriam Maumy-Bertrand

Author

Releases (4)

Pick two releases to compare their code metrics.

1.2.0Latest
record
2026-06-08 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.1.0
record
2025-09-14 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.0.1
record
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
record
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

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("bootPLS")

The package provides a citation file that builds its entry when R runs it. Run citation() to see it.

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 v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →