R Observatory: Metrics for grpSLOPE version 0.3.4

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

grpSLOPE

0.3.4

Group Sorted L1 Penalized Estimation

1packages depend

2.7Kdownloads / year

92.9%test coverage

13/13checks pass

Overview

About

Maintained by Alexej GossmannFirst published 2016-04-247 releasesCRAN page ↗GitHub ↗

Group SLOPE (Group Sorted L1 Penalized Estimation) is a penalized linear regression method that is used for adaptive selection of groups of significant predictors in a high-dimensional linear model. The Group SLOPE method can control the (group) false discovery rate at a user-specified level (i.e., control the expected proportion of irrelevant among all selected groups of predictors). For additional information about the implemented methods please see Brzyski, Gossmann, Su, Bogdan (2018) doi:10.1080/01621459.2017.1411269.

Install

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

install.packages("grpSLOPE", 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("agisga/grpSLOPE")

Development version from agisga/grpSLOPE. 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-grpslope

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-grpSLOPE

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-grpSLOPE

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

Health

CRAN checks

13OK

Slowest check: 3.4 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.65

92.9%

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
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-06-08
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

ERROR2026-04-18
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 · 394 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 45%

Downloads

2.7K

CRAN downloads in the past year

Rank #16,043 · ~7/day · ~227/mo

Releases R versions

Daily download trend is not available in this view yet.

17730 days

65990 days

2.7K1 year

Compare downloads with other packages →

Also on395 r2u17 autocran

Repository

GitHub ↗ agisga/grpslope

4Stars

2Forks

0Open issues

0Open PRs

8Releases

209Commits

2Contributors

License GPL-3.0 · 209 commits · Last activity 2025-07-01

Stars over time

2023-03-08 · 42026-07-07 · 4

Repository practices

Upstream repositoryBeta

3 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/agisga/grpslope on 2026-08-16.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (1)

Rcpp

LinkingTo (1)

Rcpp

Suggests (5)

testthat knitr rmarkdown pander isotone

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

sgs

Code & Tests

People & History

People (8)

Maintainer (1)

Alexej Gossmann

Author, Maintainer

Authors (4)

Author, Maintainer

Author

Author

Author

Contributors (4)

Emmanuel Candes

Contributor

Evan Patterson

Contributor · added in 0.3.0

Chiara Sabatti

Contributor · added in 0.3.0

Ewout van den Berg

Contributor

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.3.4Latest
2025-06-29 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.3.3
2023-05-24 · diff ↗
unarchivedReturned to CRAN
2023-05-24
archivedRemoved from CRAN
2023-04-24
issues were not corrected in time
R
R 4.3.0 released · 2023-04-21
0.3.1
2022-05-16 · diff ↗
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
0.3.0
2020-04-07 · diff ↗
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21

Show 5 earlier events

0.2.1
2016-11-20 · diff ↗
0.2.0
2016-10-20 · diff ↗
R
R 3.3.0 released · 2016-05-03
0.1.0
2016-04-24
R
R 3.2.0 released · 2015-04-16

Package metadata

First published: 2016-04-24
Total releases: 7 / 10 yrs
License: GPL-3 OSI
Download size: 62 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("grpSLOPE")

Format

Gossmann, A., Bogdan, M., Brzyski, D., Candes, E., Patterson, E., Sabatti, C., Su, W., & van den Berg, E. (2025). grpSLOPE: Group Sorted L1 Penalized Estimation (Version 0.3.4) [Computer software]. https://doi.org/10.32614/CRAN.package.grpSLOPE

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 grpSLOPE version 0.3.4 [Data set]. HJJB, LLC. Data release v2026-08-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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