R Observatory: Metrics for nnGarrote version 1.0.4

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

nnGarrote

1.0.4

Non-Negative Garrote Estimation with Penalized Initial Estimators

0packages depend

2.9Kdownloads / year

54.9%test coverage

11/13checks pass

Overview

About

Maintained by Anthony ChristidisFirst published 2020-02-285 releasesCRAN page ↗

Functions to compute the non-negative garrote estimator as proposed by Breiman (1995) https://www.jstor.org/stable/1269730 with the penalized initial estimators extension as proposed by Yuan and Lin (2007) https://www.jstor.org/stable/4623260.

Install

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

install.packages("nnGarrote", 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-nngarrote

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-nnGarrote

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-nnGarrote

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

Health

CRAN checks

2NOTE11OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 1.2 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 0.06

54.9%

Coverage · measured lines

100%

Documentation · exports

1

Dependencies · direct

Check history

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

Documentation

READMEYes · 129 wordsVignettesNopkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 0%
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

2.9K

CRAN downloads in the past year

Rank #16,753 · ~8/day · ~239/mo

Releases R versions

Daily download trend is not available in this view yet.

13430 days

63990 days

2.9K1 year

Compare downloads with other packages →

Also on99 r2u11 autocran

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (1)

glmnet

LinkingTo (0)

none

Suggests (2)

testthat mvnfast

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (0)

Author records are not tracked yet for this package.

Listed in earlier versions (3)

Stefan Van Aelst

no longer listed · 1.0.0 to 1.0.4

Anthony Christidis

no longer listed · 1.0.0 to 1.0.4

Ruben Zamar

no longer listed · 1.0.0 to 1.0.4

Package Timeline

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

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
1.0.4Latest
2021-10-07 · current release · diff ↗
R
R 4.1.0 released · 2021-05-18
1.0.3
2020-07-06 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.0.2
2020-03-16 · diff ↗
1.0.1
2020-03-08 · diff ↗
1.0.0
2020-02-28
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2020-02-28
Total releases: 5 / 6 yrs
License: GPL (>= 2) OSI
Download size: 8.0 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("nnGarrote")

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 nnGarrote version 1.0.4 [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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