R Observatory: Metrics for bayesian version 1.0.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

bayesian

1.0.1Package record

Bindings for Bayesian TidyModels

0packages depend

8.3Kdownloads / year

0.0%test coverage

13/13flavors OK

Overview

About

Maintained by Hamada S. BadrCRAN page ↗GitHub ↗Website ↗Issues ↗

Fit Bayesian models using 'brms'/'Stan' with 'parsnip'/'tidymodels' via 'bayesian' doi:10.5281/zenodo.4426836. 'tidymodels' is a collection of packages for machine learning; see Kuhn and Wickham (2020) https://www.tidymodels.org). The technical details of 'brms' and 'Stan' are described in Bürkner (2017) doi:10.18637/jss.v080.i01, Bürkner (2018) doi:10.32614/RJ-2018-017, and Carpenter et al. (2017) doi:10.18637/jss.v076.i01.

Changes in 1.0.1

Built vignettes to fix CRAN warnings
Replaced citEntry() with bibentry()
Updated citation and invalid URLs

From NEWS.md in the release

Install

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

install.packages("bayesian", 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("hsbadr/bayesian")

Development version from hsbadr/bayesian. 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-bayesian

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-bayesian

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-bayesian

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: 5.7 min · r-release-linux-x86_64

Status changes

OK13 OK2026-09-08
ERROR12 OK, 1 ERROR2026-09-07
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09

Show 2 earlier changesHide 2 earlier changes

ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.1

READMEYes · 231 wordsVignettesYes · 2 · dynamicNEWSYes · 100% structured · mentions 1.0.1Citation fileYes · software entry onlyWebsiteYes · pkgdown

Description cites a JSS article

Help pages: 1
Examples that run: 100%1 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (2)

How these are measured

Downloads

8.3K

CRAN downloads in the past year

Rank #4,946 · ~23/day · ~692/mo

Releases R versions

Daily download trend is not available in this view yet.

60330 days

1.7K90 days

8.3K1 year

Compare downloads with other packages →

Also on116 r2u35 autocran81 c2d4u

How downloads are counted

Repository

hsbadr/bayesian ↗Account: hsbadr

48Stars

3Forks

5Open issues

0Open PRs

11Releases

403Commits

4Commit identities

bayesiantidymodelsbrmsstan

403 commits · Last activity 2026-10-12 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: 3
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2025-04-07 · 472026-07-07 · 48

How these are measured

PracticesBeta

16 development-tooling and community-health practices detected across 7 families in the upstream repository

Checks run against github.com/hsbadr/bayesian on 2026-10-25.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows

Governance and community (4)

Code of conductContributing guideIssue templatesSupport guide

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-10-19 · The repository has a site deploy workflow

pkgdown site last built 2026-10-19

Coverage (1)

Coverage reporting (Codecov)

Show all practicesHide 3 practices

CRAN release process (1)

revdep/

Research and citation (1)

CITATION.cff

Lint, format, editor (3)

lintrLint workflowRStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

17 external dependencies (excludes base and recommended)

Installing bayesian adds 76 packages (36 with compiled code, 76 MB of source tarballs). Heaviest: BH 14 MB, stringi 11 MB, ggplot2 6.0 MB.

Depends (3)

R >= 4.1.0brms parsnip

Imports (6)

dplyr purrr rlangstatstibbleutils

LinkingTo (0)

none

Suggests (11)

covr devtools future knitr recipes rmarkdown roxygen2 rstan spelling testthat workflows

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (2)

Hamada S. Badr

Author, Maintainer since 0.0.2 (2021)

Paul-Christian Bürkner

Author · added in 0.0.4

Listed in earlier versions (1)

Paul C. Bürkner

no longer listed · 0.0.3

Releases (9)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
1.0.1Latest
record
2024-04-28 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.0.9
record
2022-06-17 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.0.8
record
2022-01-20 · diff ↗
0.0.7
record
2021-09-29 · diff ↗
0.0.6
record
2021-07-12 · diff ↗
0.0.5
record
2021-05-31 · diff ↗
0.0.4
record
2021-05-18 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.0.3
record
2021-04-02 · diff ↗ ·
added 4 exports
bayesian_family, bayesian_fit, bayesian_formula, bayesian_terms
0.0.2
record
2021-01-14
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-01-14
Total releases: 9 / 5 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Download size: 89 KB

Appears in task views

Bayesian Inference

Cite

Cite this package

Run in R for the authors' entry:

citation("bayesian")

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

It points to 10.5281/zenodo.4426836.

The repository also keeps a CITATION.cff.

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 bayesian version 1.0.1 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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