plsRglm

1.7.1

Partial Least Squares Regression for Generalized Linear Models

5packages depend

25.6Kdownloads / year

51.0%test coverage

13/13checks pass

Overview

About

Maintained by Frederic BertrandFirst published 2010-09-2025 releasesCRAN page ↗GitHub ↗

Provides (weighted) Partial least squares Regression for generalized linear models and repeated k-fold cross-validation of such models using various criteria doi:10.48550/arXiv.1810.01005. It allows for missing data in the explanatory variables. Bootstrap confidence intervals constructions are also available.

Install

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

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

Development version from fbertran/plsRglm. 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-plsrglm

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-plsRglm

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-plsRglm

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

Health

CRAN checks

13OK

Slowest check: 7.6 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.09

51.0%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-06-08
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 1 FAILURE
ERROR2026-06-07
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-01
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 1 earlier snapshots

NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 87%
Documented parameters: 97%
Return-value docs: 100%
References docs: 65%

Downloads

25.6K

CRAN downloads in the past year

Rank #2,787 · ~70/day · ~2.1K/mo

Releases R versions

Daily download trend is not available in this view yet.

1.9K30 days

5.9K90 days

25.6K1 year

Compare downloads with other packages →

Also on356 r2u2 autocran1.9K conda_forge73 c2d4u

Repository

GitHub ↗ fbertran/plsrglm

19Stars

4Forks

0Open issues

0Open PRs

2Releases

66Commits

1Contributors

66 commits · Last activity 2026-06-04 · 0% stars, 30d

Stars over time

2025-03-26 · 172026-07-07 · 19

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/plsrglm on 2026-07-30.

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

16 external dependencies (excludes base and recommended)

Depends (1)

R >= 2.10

Imports (6)

mvtnormbootbipartite carMASSRcpp

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (10)

chemometrics knitr plsdof plsdepot plspm fastglm plsRcox rmarkdown testthat xtable

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

5direct

3indirect

bootPLS missPLS plsRbeta plsRcox bigPLSR

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Frederic Bertrand

Maintainer, Author

Authors (2)

Frederic Bertrand

Maintainer, Author

Myriam Maumy-Bertrand

Author · added in 1.2.1

Listed in earlier versions (2)

Myriam Maumy-Bertrand.

no longer listed · 0.3.2 to 1.1.1

Nicolas Meyer

no longer listed · 0.3.2 to 1.1.1

Package Timeline

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

1.7.1Latest
2026-06-17 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.7.0
2026-03-28 · diff ↗
1.6.0
2025-09-12 · 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
1.5.1
2023-03-14 · diff ↗
1.5.0
2022-05-03 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
1.3.0
2021-03-15 · diff ↗
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
1.2.5
2019-02-02 · diff ↗
1.2.3
2018-06-11 · diff ↗

Show 30 earlier events

1.2.1
2018-06-02 · diff ↗
unarchivedReturned to CRAN
2018-06-02
archivedRemoved from CRAN
2018-05-01
check problems were not corrected despite reminders
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
R
R 3.2.0 released · 2015-04-16
1.1.1
2014-12-17 · diff ↗
1.1.0
2014-07-19 · diff ↗
1.0.1
2014-06-28 · diff ↗
1.0.0
2014-06-27 · diff ↗
R
R 3.1.0 released · 2014-04-10
0.8.3
2014-03-10 · diff ↗
0.8.2
2013-04-10 · diff ↗
R
R 3.0.0 released · 2013-04-03
0.7.9
2012-08-27 · diff ↗
R
R 2.15.0 released · 2012-03-30
0.7.6
2011-11-23 · diff ↗
R
R 2.14.0 released · 2011-10-31
R
R 2.13.0 released · 2011-04-13
0.7.4
2011-04-11 · diff ↗
0.7.2
2011-04-06 · diff ↗
0.7.0
2011-03-29 · diff ↗
0.6.5
2011-01-15 · diff ↗
0.6.3
2011-01-09 · diff ↗
0.5.0
2010-12-09 · diff ↗
R
R 2.12.0 released · 2010-10-15
0.3.3
2010-10-05 · diff ↗
0.3.2
2010-09-20
R
R 2.11.0 released · 2010-04-22

Package metadata

First published: 2010-09-20
Total releases: 25 / 16 yrs
License: GPL-3 OSI
Minimum R: ≥ 2.10
Bundled data: 39 KB / 13 files
Download size: 1.5 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Missing Data

Report a problem with this page →