R Observatory: Metrics for baggingbwsel version 1.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

baggingbwsel

1.1

Bagging Bandwidth Selection in Kernel Density and Regression Estimation

0packages depend

2.8Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Ruben Fernandez-CasalFirst published 2021-07-122 releasesCRAN page ↗GitHub ↗

Bagging bandwidth selection methods for the Parzen-Rosenblatt and Nadaraya-Watson estimators. These bandwidth selectors can achieve greater statistical precision than their non-bagged counterparts while being computationally fast. See Barreiro-Ures et al. (2020) doi:10.1093/biomet/asaa092 and Barreiro-Ures et al. (2021) doi:10.48550/arXiv.2105.04134.

Install

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

install.packages("baggingbwsel", 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("rubenfcasal/baggingbwsel")

Development version from rubenfcasal/baggingbwsel. 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-baggingbwsel

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-baggingbwsel

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-baggingbwsel

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

Health

CRAN checks

13OK

Slowest check: 3.0 min · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

10

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
OK2026-07-08
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-07-07
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

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

Documentation

READMEYes · 210 wordsVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 98%
Return-value docs: 100%
References docs: 14%

Downloads

2.8K

CRAN downloads in the past year

Rank #14,157 · ~8/day · ~236/mo

Releases R versions

Daily download trend is not available in this view yet.

21830 days

72490 days

2.8K1 year

Compare downloads with other packages →

Also on398 r2u27 autocran

Repository

GitHub ↗ rubenfcasal/baggingbwsel

0Stars

0Forks

0Open issues

0Open PRs

0Releases

Last activity 2024-09-25

Repository practices

Upstream repositoryBeta

3 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/rubenfcasal/baggingbwsel on 2026-08-16.

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

Git structural (1)

.gitattributes

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

12 external dependencies (excludes base and recommended)

Depends (2)

mclust foreach

Imports (8)

RcppparalleldoParallel keddstatssm nor1mix misc3d

LinkingTo (1)

Rcpp

Suggests (3)

rgl tkrplot rpanel

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (5)

Maintainer (1)

Ruben Fernandez-Casal

Author, Maintainer · added in 1.1

Authors (5)

Ruben Fernandez-Casal

Author, Maintainer · added in 1.1

Daniel Barreiro-Ures

Author

Ricardo Cao

Author

Mario Francisco-Fernandez

Author

Jeffrey Hart

Author

Package Timeline

2 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
1.1Latest
2024-07-27 · current release · diff ↗
unarchivedReturned to CRAN
2024-07-27
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
archivedRemoved from CRAN
2022-05-25
requires archived package 'kedd'
R
R 4.2.0 released · 2022-04-22
1.0
2021-07-12
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2021-07-12
Total releases: 2 / 5 yrs
License: GPL-3 OSI
Download size: 36 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("baggingbwsel")

Format

Fernandez-Casal, R., Barreiro-Ures, D., Cao, R., Francisco-Fernandez, M., & Hart, J. (2024). baggingbwsel: Bagging Bandwidth Selection in Kernel Density and Regression Estimation (Version 1.1) [Computer software]. https://doi.org/10.32614/CRAN.package.baggingbwsel

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 baggingbwsel version 1.1 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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