R Observatory: Metrics for plsdof version 0.5-0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

plsdof

0.5-0

Degrees of Freedom and Statistical Inference for Partial Least Squares Regression

5packages depend

10.2Kdownloads / year

63.1%test coverage

13/13checks pass

Overview

About

Maintained by Frederic BertrandFirst published 2009-11-1617 releasesCRAN page ↗GitHub ↗

The plsdof package provides Degrees of Freedom estimates for Partial Least Squares (PLS) Regression. Model selection for PLS is based on various information criteria (aic, bic, gmdl) or on cross-validation. Estimates for the mean and covariance of the PLS regression coefficients are available. They allow the construction of approximate confidence intervals and the application of test procedures (Kramer and Sugiyama 2012 doi:10.1198/jasa.2011.tm10107). Further, cross-validation procedures for Ridge Regression and Principal Components Regression are available.

Install

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

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

Development version from fbertran/plsdof. 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-plsdof

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-plsdof

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-plsdof

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

Health

CRAN checks

13OK

Slowest check: 1.3 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.13

63.1%

Coverage · measured lines

100%

Documentation · exports

1

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 · 355 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 95%
Documented parameters: 94%
Return-value docs: 100%
References docs: 71%

Downloads

10.2K

CRAN downloads in the past year

Rank #4,416 · ~28/day · ~846/mo

Releases R versions

Daily download trend is not available in this view yet.

42530 days

1.8K90 days

10.2K1 year

Compare downloads with other packages →

Also on122 r2u17 autocran2K conda_forge

Repository

GitHub ↗ fbertran/plsdof

3Stars

0Forks

0Open issues

0Open PRs

1Releases

21Commits

1Contributors

21 commits · Last activity 2026-03-24

Stars over time

2023-02-14 · 32026-07-07 · 3

Repository practices

Upstream repositoryBeta

4 development-tooling and community-health practices detected across 4 families in the upstream repository

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

Continuous integration (1)

GitHub Actions

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

Git structural (1)

.gitattributes

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

Dependencies

Declared dependencies

1 external dependency (excludes base and recommended)

Depends (1)

MASS

Imports (0)

none

LinkingTo (0)

none

Suggests (1)

testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

5direct

0indirect

bootPLS missPLS plsRbeta plsRcox plsRglm

Code & Tests

People & History

People (3)

Maintainer (1)

Frederic Bertrand

Author, Maintainer · added in 0.4-0

Authors (3)

Frederic Bertrand

Author, Maintainer · added in 0.4-0

Mikio L. Braun

Author

Nicole Kraemer

Author

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.5-0Latest
2026-03-25 · current release · diff ↗
0.4-0
2025-09-14 · 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
0.3-2
2022-11-30 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.3-0
2021-03-14 · diff ↗
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
0.2-9
2019-01-31 · diff ↗
0.2-8
2018-08-28 · diff ↗
unarchivedReturned to CRAN
2018-08-28
0.2-7.1
2018-07-21 · diff ↗

Show 23 earlier events

orphanedOrphaned by its maintainer
2018-07-21
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
0.2-7
2014-09-04 · diff ↗
R
R 3.1.0 released · 2014-04-10
R
R 3.0.0 released · 2013-04-03
0.2-6
2013-03-19 · diff ↗
0.2-5
2013-02-06 · diff ↗
0.2-4
2012-11-23 · diff ↗
0.2-3
2012-07-26 · diff ↗
R
R 2.15.0 released · 2012-03-30
R
R 2.14.0 released · 2011-10-31
0.2-2
2011-04-28 · diff ↗
R
R 2.13.0 released · 2011-04-13
R
R 2.12.0 released · 2010-10-15
0.2-1
2010-06-03 · diff ↗
R
R 2.11.0 released · 2010-04-22
0.2-0
2010-02-23 · diff ↗
0.1-1
2009-11-27 · diff ↗
0.1
2009-11-16
R
R 2.10.0 released · 2009-10-26

Package metadata

First published: 2009-11-16
Total releases: 17 / 17 yrs
License: GPL (>= 2) OSI
Download size: 105 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("plsdof")

Format

Bertrand, F., Braun, M. L., & Kraemer, N. (2026). plsdof: Degrees of Freedom and Statistical Inference for Partial Least Squares Regression (Version 0.5-0) [Computer software]. https://doi.org/10.32614/CRAN.package.plsdof

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 plsdof version 0.5-0 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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