R Observatory: Metrics for SCGLR version 3.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

SCGLR

3.1.0

Supervised Component Generalized Linear Regression

0packages depend

2.7Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Guillaume CornuFirst published 2013-08-0110 releasesCRAN page ↗GitHub ↗

An extension of the Fisher Scoring Algorithm to combine PLS regression with GLM estimation in the multivariate context. Covariates can also be grouped in themes.

Install

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

install.packages("SCGLR", 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("scnext/SCGLR")

Development version from scnext/SCGLR. 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-scglr

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-SCGLR

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-SCGLR

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

Health

CRAN checks

13OK

Slowest check: 3.0 min · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

9

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 · 781 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 9%
Documented parameters: 96%
Return-value docs: 100%
References docs: 19%

Downloads

2.7K

CRAN downloads in the past year

Rank #14,200 · ~7/day · ~222/mo

Releases R versions

Daily download trend is not available in this view yet.

19530 days

72290 days

2.7K1 year

Compare downloads with other packages →

Also on108 r2u21 autocran

Repository

GitHub ↗ scnext/scglr

2Stars

1Forks

0Open issues

0Open PRs

2Releases

119Commits

2Contributors

rpackagepartial-least-squares-regression

119 commits · Last activity 2025-03-31

Stars over time

2025-02-10 · 22026-07-07 · 2

Repository practices

Upstream repositoryBeta

6 development-tooling and community-health practices detected across 6 families in the upstream repository

Checks run against github.com/scnext/scglr on 2026-08-16.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

Show all practices

Governance and community (1)

Issue templates

Git structural (1)

.gitattributes

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

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.0.0

Imports (9)

MatrixFormulagraphicsggplot2gridpROC (>= 1.9)ade4 rlang pls

LinkingTo (0)

none

Suggests (3)

future future.apply progressr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (8)

Maintainer (1)

Guillaume Cornu

Author, Maintainer · added in 2.0.2

Authors (5)

Guillaume Cornu

Author, Maintainer · added in 2.0.2

Xavier Bry

Author · added in 2.0.2

Jocelyn Chauvet

Author · added in 3.1.0

Frederic Mortier

Author · added in 2.0.2

Catherine Trottier

Author · added in 2.0.2

Funders (1)

GAMBAS

Funder · added in 3.1.0

Other (2)

Claude Garcia

Data contributor · added in 3.0

Sylvie Gourlet-Fleury

Data contributor · added in 3.0

Listed in earlier versions (4)

Trottier C.

no longer listed · 2.15.3 to 2.0.1

Mortier F.

no longer listed · 2.15.3 to 2.0.1

Cornu G.

no longer listed · 2.15.3 to 2.0.1

Bry X.

no longer listed · 2.15.3 to 2.0.1

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
3.1.0Latest
2025-03-26 · current release · 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
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
3.0
2018-09-28 · diff ↗
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
2.0.3
2016-03-16 · diff ↗
R
R 3.2.0 released · 2015-04-16
2.0.2
2015-02-16 · diff ↗

Show 9 earlier events

2.0.1
2014-10-14 · diff ↗
2.0
2014-07-17 · diff ↗
R
R 3.1.0 released · 2014-04-10
1.2
2014-03-18 · diff ↗
3.0.3
2014-02-21 · diff ↗
1.1
2013-08-01 · diff ↗
R
R 3.0.0 released · 2013-04-03
2.15.3
2012-11-21
R
R 2.15.0 released · 2012-03-30

Package metadata

First published: 2013-08-01
Total releases: 10 / 13 yrs
License: CeCILL-2 | GPL-2 OSI
Minimum R: ≥ 3.0.0
Bundled data: 1.4 MB / 3 files
Download size: 1.6 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("SCGLR")

Format

Cornu, G., GAMBAS, Bry, X., Chauvet, J., Garcia, C., Gourlet-Fleury, S., Mortier, F., & Trottier, C. (2025). SCGLR: Supervised Component Generalized Linear Regression (Version 3.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.SCGLR

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 SCGLR version 3.1.0 [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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