R Observatory: Metrics for robsel version 0.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

robsel

0.1.0Package record

Robust Selection Algorithm

0packages depend

2.3Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Chau TranCRAN page ↗GitHub ↗Issues ↗

An implementation of algorithms for estimation of the graphical lasso regularization parameter described in Pedro Cisneros-Velarde, Alexander Petersen and Sang-Yun Oh (2020) http://proceedings.mlr.press/v108/cisneros20a.html.

Changes in 0.1.0

The first version of robsel package.

From NEWS.md in the release

Install

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

install.packages("robsel", 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("dddlab/robust-selection")

Development version from dddlab/robust-selection. 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-robsel

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-robsel

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-robsel

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 2.8 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-04-22
ERROR13 OK, 1 ERROR2026-04-18
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1.0

READMEYes · 65 wordsVignettesYes · 1 · dynamicNEWSYes · 33% structured · mentions 0.1.0Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 2
Examples that run: 100%2 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 100%

Vignettes (1)

Using RobSel PDF

How these are measured

Downloads

2.3K

CRAN downloads in the past year

Rank #21,214 · ~6/day · ~188/mo

Releases R versions

Daily download trend is not available in this view yet.

20530 days

63290 days

2.3K1 year

Compare downloads with other packages →

Also on340 r2u9 autocran

How downloads are counted

Repository

dddlab/robust-selection ↗Organization: dddlab

2Stars

2Forks

0Open issues

0Open PRs

0Releases

69Commits

4Commit identities

License file reads as GPL-2.0 · 69 commits · Last activity 2021-05-25 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: 0
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2021-06-23 · 22026-07-07 · 2

How these are measured

PracticesBeta

Checks run against github.com/dddlab/robust-selection on 2026-10-21.

No development-tooling practices detected in the upstream repository.

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

6 external dependencies (excludes base and recommended)

Installing robsel adds 3 packages (3 with compiled code, 3.5 MB of source tarballs). Heaviest: Rcpp 1.8 MB, RcppEigen 1.7 MB, glasso 8.5 KB.

Depends (0)

none

Imports (2)

glasso Rcpp

LinkingTo (2)

Rcpp RcppEigen

Suggests (2)

knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (4)

Chau Tran

Author, Maintainer since 0.1.0 (2021)

Pedro Cisneros-Velarde

Author

Sang-Yun Oh

Author

Alexander Petersen

Author

Releases (1)

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
0.1.0Latest
record
2021-05-25 · current release
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-05-25
Total releases: 1 / 5 yrs
License: GPL-2 OSI
Download size: 194 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("robsel")

Format

Tran, C., Cisneros-Velarde, P., Oh, S., & Petersen, A. (2021). robsel: Robust Selection Algorithm (Version 0.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.robsel

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 robsel version 0.1.0 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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