R Observatory: Metrics for gamselBayes version 2.0-3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

gamselBayes

2.0-3

Bayesian Generalized Additive Model Selection

0packages depend

2.8Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Matt P. WandFirst published 2022-01-206 releasesCRAN page ↗

Generalized additive model selection via approximate Bayesian inference is provided. Bayesian mixed model-based penalized splines with spike-and-slab-type coefficient prior distributions are used to facilitate fitting and selection. The approximate Bayesian inference engine options are: (1) Markov chain Monte Carlo and (2) mean field variational Bayes. Markov chain Monte Carlo has better Bayesian inferential accuracy, but requires a longer run-time. Mean field variational Bayes is faster, but less accurate. The methodology is described in He and Wand (2024) doi:10.1007/s10182-023-00490-y.

Install

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

install.packages("gamselBayes", 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-gamselbayes

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-gamselBayes

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-gamselBayes

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

Health

CRAN checks

13OK

Slowest check: 4.6 min · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

2

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
OK2026-07-30
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-04-22
8 OK · 2 NOTE · 4 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
7 OK · 2 NOTE · 4 WARNING · 1 ERROR · 0 FAILURE

Show 2 earlier snapshots

WARNING2026-03-29
11 OK · 2 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 80%
Documented parameters: 100%
Return-value docs: 100%
References docs: 20%

Downloads

2.8K

CRAN downloads in the past year

Rank #14,242 · ~8/day · ~232/mo

Releases R versions

Daily download trend is not available in this view yet.

19930 days

74490 days

2.8K1 year

Compare downloads with other packages →

Also on429 r2u24 autocran

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (2)

Rcppmethods

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (1)

Ecdat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (2)

Maintainer (1)

Matt P. Wand

Author, Maintainer

Authors (2)

Matt P. Wand

Author, Maintainer

Virginia X. He

Author

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
2.0-3Latest
2025-05-01 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
2.0-2
2025-02-12 · diff ↗
R
R 4.4.0 released · 2024-04-24
2.0-1
2023-09-03 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.0-3
2023-04-12 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.0-2
2022-02-09 · diff ↗
1.0-1
2022-01-20
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-01-20
Total releases: 6 / 4 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.5.0
Download size: 1.8 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("gamselBayes")

Format

Wand, M. P., & He, V. X. (2025). gamselBayes: Bayesian Generalized Additive Model Selection (Version 2.0-3) [Computer software]. https://doi.org/10.32614/CRAN.package.gamselBayes

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 gamselBayes version 2.0-3 [Data set]. HJJB, LLC. Data release v2026-08-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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