R Observatory: Metrics for HiGarrote version 2.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

HiGarrote

2.0.0

Nonnegative Garrote Method Incorporating Hierarchical Relationships

0packages depend

2.1Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Wei-Yang YuFirst published 2024-11-146 releasesCRAN page ↗

An implementation of the nonnegative garrote method that incorporates hierarchical relationships among variables. The core function, HiGarrote(), offers an automated approach for analyzing experiments while respecting hierarchical structures among effects. For methodological details, refer to Yu and Joseph (2025) doi:10.1080/00224065.2025.2513508. This work is supported by U.S. National Science Foundation grant DMS-2310637.

Install

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

install.packages("HiGarrote", 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-higarrote

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-HiGarrote

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-HiGarrote

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

Health

CRAN checks

13OK

Slowest check: 2.9 min · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

11

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
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-04-25
11 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 4 earlier snapshots

ERROR2026-04-18
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-16
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-03-28
13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 22%

Downloads

2.1K

CRAN downloads in the past year

Rank #18,713 · ~6/day · ~178/mo

Releases R versions

Daily download trend is not available in this view yet.

15430 days

58690 days

2.1K1 year

Compare downloads with other packages →

Also on395 r2u19 autocran

Dependencies

Declared dependencies

12 external dependencies (excludes base and recommended)

Depends (1)

R >= 2.10

Imports (11)

Matrixmatrixcalc MaxPro nloptr purrr quadprog Rcpp (>= 1.0.12)RcppArmadillo rlist scales stringr

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Wei-Yang Yu

Author, Maintainer

Authors (2)

Wei-Yang Yu

Author, Maintainer

V. Roshan Joseph

Author

Listed in earlier versions (1)

Joseph

no longer listed · 1.0 to 2.0.0

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
2.0.0Latest
2025-07-28 · current release · diff ↗
1.1.1
2025-04-21 · diff ↗
1.1.0
2025-04-21 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.0.2
2025-01-31 · diff ↗
1.0.1
2025-01-29 · diff ↗
1.0
2024-11-14
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-11-14
Total releases: 6 / 2 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 2.10
Bundled data: 2.0 KB / 5 files
Download size: 24 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("HiGarrote")

Format

Yu, W., & Joseph, V. R. (2025). HiGarrote: Nonnegative Garrote Method Incorporating Hierarchical Relationships (Version 2.0.0) [Computer software]. https://doi.org/10.32614/CRAN.package.HiGarrote

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 HiGarrote version 2.0.0 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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