R Observatory: Metrics for bain version 0.2.11

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

bain

0.2.11

Bayes Factors for Informative Hypotheses

7packages depend

49.1Kdownloads / year

77.4%test coverage

11/13checks pass

Overview

About

Maintained by Caspar J van LissaFirst published 2019-02-0711 releasesCRAN page ↗GitHub ↗

Computes approximated adjusted fractional Bayes factors for equality, inequality, and about equality constrained hypotheses. For a tutorial on this method, see Hoijtink, Mulder, van Lissa, & Gu, (2019) doi:10.1037/met0000201. For applications in structural equation modeling, see: Van Lissa, Gu, Mulder, Rosseel, Van Zundert, & Hoijtink, (2021) doi:10.1080/10705511.2020.1745644. For the statistical underpinnings, see Gu, Mulder, and Hoijtink (2018) doi:10.1111/bmsp.12110; Hoijtink, Gu, & Mulder, J. (2019) doi:10.1111/bmsp.12145; Hoijtink, Gu, Mulder, & Rosseel, (2019) doi:10.31234/osf.io/q6h5w.

Install

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

install.packages("bain", 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("cjvanlissa/bain")

Development version from cjvanlissa/bain. 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-bain

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-bain

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-bain

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: 9.6 min · r-devel-windows-x86_64

Code health

Yes

Tests · ratio 1.83

77.4%

Coverage · measured lines

100%

Documentation · exports

2

Dependencies · direct

Check history

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

Documentation

READMEYes · 301 wordsVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 83%
Documented parameters: 100%
Return-value docs: 100%
References docs: 42%

Downloads

49.1K

CRAN downloads in the past year

Rank #2,105 · ~135/day · ~4.1K/mo

Releases R versions

Daily download trend is not available in this view yet.

2.8K30 days

9.9K90 days

49.1K1 year

Compare downloads with other packages →

Also on530 r2u29 autocran3.6K conda_forge54 c2d4u

Repository

GitHub ↗ cjvanlissa/bain

9Stars

6Forks

13Open issues

0Open PRs

2Releases

212Commits

8Contributors

License GPL-3.0 · 212 commits · Last activity 2026-08-14

Stars over time

2024-11-30 · 92026-07-07 · 9

Repository practices

Upstream repositoryBeta

5 development-tooling and community-health practices detected across 5 families in the upstream repository

Checks run against github.com/cjvanlissa/bain on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

renv

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Depends (2)

R >= 3.0.0stats

Imports (1)

lavaan

LinkingTo (0)

none

Suggests (4)

MASStestthat knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

7direct

2indirect

BFpack gorica BANAM mmibain pema restriktor tidySEM

Code & Tests

Datasets

People & History

People (7)

Maintainer (1)

Caspar J van Lissa

Author, Maintainer

Authors (4)

Author, Maintainer

Author

Author

Author

Contributors (3)

Van Zundert Camiel

Contributor · added in 0.2.2

Jeff Jones

Contributor

Niels Waller

Contributor

Listed in earlier versions (2)

The R Core Team

no longer listed · 0.2.0 to 0.2.1

Caspar J

no longer listed · 0.2.0 to 0.2.11

Package Timeline

11 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
0.2.11Latest
2024-06-12 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
0.2.10
2023-09-27 · diff ↗
0.2.9
2023-09-06 · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
0.2.8
2021-12-06 · diff ↗
0.2.7
2021-11-26 · diff ↗
0.2.6
2021-09-03 · diff ↗
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
0.2.4
2020-03-09 · diff ↗
0.2.3
2019-12-04 · diff ↗
0.2.2
2019-09-26 · diff ↗

Show 4 earlier events

R
R 3.6.0 released · 2019-04-26
0.2.1
2019-02-08 · diff ↗
0.2.0
2019-02-07
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2019-02-07
Total releases: 11 / 7 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.0.0
Bundled data: 833 KB / 5 files
Download size: 559 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Bayesian Inference

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("bain")

Format

van Lissa, C. J., Camiel, V. Z., Gu, X., Hoijtink, H., Jones, J., Mulder, J., & Waller, N. (2024). bain: Bayes Factors for Informative Hypotheses (Version 0.2.11) [Computer software]. https://doi.org/10.32614/CRAN.package.bain

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 bain version 0.2.11 [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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