R Observatory: Metrics for BrokenAdaptiveRidge version 1.0.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

BrokenAdaptiveRidge

1.0.2Package record

Broken Adaptive Ridge Regression with Cyclops

0packages dependsuggested by 1

4.1Kdownloads / year

95.7%test coverage

13/13flavors OK

Overview

About

Maintained by Marc A. SuchardCRAN page ↗

Approximates best-subset selection (L0) regression with an iteratively adaptive Ridge (L2) penalty for large-scale models. This package uses Cyclops for an efficient implementation and the iterative method is described in Kawaguchi et al (2020) doi:10.1002/sim.8438 and Li et al (2021) doi:10.1016/j.jspi.2020.12.001.

Changes in 1.0.2

Changes: remove dependence on futile.logger

From NEWS.md in the release

Install

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

install.packages("BrokenAdaptiveRidge", 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-brokenadaptiveridge

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-BrokenAdaptiveRidge

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-BrokenAdaptiveRidge

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: 2.6 min · r-oldrel-macos-x86_64

Status changes

OK13 OK2026-09-29
ERROR12 OK, 1 ERROR2026-09-04
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09

Show 6 earlier changesHide 6 earlier changes

ERROR12 OK, 1 ERROR2026-06-08
OK13 OK2026-05-24
ERROR12 OK, 1 ERROR2026-05-17
OK13 OK2026-05-15
ERROR12 OK, 1 ERROR2026-05-13
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.2

READMEYes · 136 wordsVignettesNoNEWSYes · 0% structured · mentions 1.0.2Citation fileYes · cites a publicationWebsitenot 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: 0%

How these are measured

Downloads

4.1K

CRAN downloads in the past year

Rank #7,657 · ~11/day · ~341/mo

Releases R versions

Daily download trend is not available in this view yet.

43130 days

1.2K90 days

4.1K1 year

Compare downloads with other packages →

Also on105 r2u11 autocran

How downloads are counted

Dependencies

Declared dependencies

6 external dependencies (excludes base and recommended)

Installing BrokenAdaptiveRidge adds 37 packages (22 with compiled code, 35 MB of source tarballs). Heaviest: stringi 11 MB, duckdb 7.9 MB, Rcpp 1.8 MB.

Depends (2)

R >= 3.2.2Cyclops

Imports (2)

ParallelLogger bit64

LinkingTo (0)

none

Suggests (4)

testthatsurvivalknitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 1

Suggests, most downloaded first

PatientLevelPrediction

How these are counted

Code & Tests

People & History

People (5)

Marc A. Suchard

Author, Maintainer since 1.0.0 (2023)

Eric Kawaguchi

Author

Gang Li

Author

Ning Li

Author

Observational Health Data Sciences and Informatics

Copyright holder

Releases (3)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.0.2Latest
record
2025-12-22 · current release · diff ↗
1.0.1
record
2025-07-23 · 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
1.0.0
record
2023-04-07
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2023-04-07
Total releases: 3 / 3 yrs
License: Apache License 2.0 OSI
Minimum R: ≥ 3.2.2
Download size: 8.4 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("BrokenAdaptiveRidge")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.1002/sim.8438, 10.1016/j.jspi.2020.12.001, 10.1145/2414416.2414791.

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 BrokenAdaptiveRidge version 1.0.2 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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