R Observatory: Metrics for glinternet version 1.0.13

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

glinternet

1.0.13

Learning Interactions via Hierarchical Group-Lasso Regularization

2packages depend

16.1Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Michael LimFirst published 2013-08-1715 releasesCRAN page ↗

Group-Lasso INTERaction-NET. Fits linear pairwise-interaction models that satisfy strong hierarchy: if an interaction coefficient is estimated to be nonzero, then its two associated main effects also have nonzero estimated coefficients. Accommodates categorical variables (factors) with arbitrary numbers of levels, continuous variables, and combinations thereof. Implements the machinery described in the paper "Learning interactions via hierarchical group-lasso regularization" (JCGS 2015, Volume 24, Issue 3). Michael Lim & Trevor Hastie (2015) DOI:10.1080/10618600.2014.938812.

Install

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

install.packages("glinternet", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

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-glinternet

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-glinternet

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-glinternet

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

Health

CRAN checks

13OK

Slowest check: 2.4 min · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

0

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
OK2026-07-22
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-07-19
11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-07-16
10 OK · 2 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE

Show 1 earlier snapshots

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

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 33%

Downloads

16.1K

CRAN downloads in the past year

Rank #3,368 · ~44/day · ~1.3K/mo

Releases R versions

Daily download trend is not available in this view yet.

1.1K30 days

3.2K90 days

16.1K1 year

Compare downloads with other packages →

Also on477 r2u18 autocran27 c2d4u

Dependencies

Declared dependencies

0 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (0)

none

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

2direct

0indirect

FindIt modnets

Code & Tests

People & History

People (2)

Maintainer (1)

Michael Lim

Author, Maintainer

Authors (2)

Michael Lim

Author, Maintainer

Trevor Hastie

Author

Package Timeline

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

1.0.13Latest
2026-07-18 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
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
R
R 4.2.0 released · 2022-04-22
1.0.12
2021-09-03 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.0.11
2020-10-10 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.0.10
2019-07-03 · diff ↗
1.0.9
2019-06-12 · diff ↗
R
R 3.6.0 released · 2019-04-26
1.0.8
2018-06-15 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.0.7
2018-02-16 · diff ↗

Show 13 earlier events

1.0.6
2017-11-30 · diff ↗
1.0.5
2017-07-04 · diff ↗
1.0.4
2017-06-15 · diff ↗
R
R 3.4.0 released · 2017-04-21
1.0.3
2017-01-01 · diff ↗
1.0.2
2016-12-02 · diff ↗
1.0.1
2016-11-14 · diff ↗
R
R 3.3.0 released · 2016-05-03
R
R 3.2.0 released · 2015-04-16
1.0.0
2015-03-30 · diff ↗
R
R 3.1.0 released · 2014-04-10
0.9.0
2013-08-17
R
R 3.0.0 released · 2013-04-03

Package metadata

First published: 2013-08-17
Total releases: 15 / 13 yrs
License: GPL-2 OSI
Download size: 23 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("glinternet")

Format

Lim, M., & Hastie, T. (2026). glinternet: Learning Interactions via Hierarchical Group-Lasso Regularization (Version 1.0.13) [Computer software]. https://doi.org/10.32614/CRAN.package.glinternet

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 glinternet version 1.0.13 [Data set]. HJJB, LLC. Data release v2026-08-16. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-16, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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