easybgm

0.4.0

Extracting and Visualizing Bayesian Graphical Models

0packages depend

44.4Kdownloads / year

31.1%test coverage

10/13checks pass

Overview

About

Maintained by Karoline HuthFirst published 2023-10-096 releasesCRAN page ↗GitHub ↗

Fit and visualize the results of a Bayesian analysis of networks commonly found in psychology. The package supports cross-sectional network models fitted using the packages 'BDgraph', 'bgms' and 'BGGM', as well as network comparison tests fitted using the packages 'bgms' and 'BBGM'. The package provides the parameter estimates, posterior inclusion probabilities, inclusion Bayes factor, and the posterior density of the parameters. In addition, for 'BDgraph' and 'bgms' it allows to assess the posterior structure space. Furthermore, the package comes with an extensive suite for visualizing results.

Install

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

install.packages("easybgm", 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("KarolineHuth/easybgm")

Development version from KarolineHuth/easybgm. 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-easybgm

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-easybgm

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-easybgm

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

Health

CRAN checks

3NOTE10OK

Failing flavors

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

Slowest check: 12.2 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.06

31.1%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-07-29
11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-07-27
10 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-06-09
11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
10 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-04-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 3 earlier snapshots

ERROR2026-04-09
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-04-03
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 1,742 wordsVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 20%
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

44.4K

CRAN downloads in the past year

Rank #10,915 · ~122/day · ~3.7K/mo

Releases R versions

Daily download trend is not available in this view yet.

32130 days

92190 days

44.4K1 year

Compare downloads with other packages →

Also on119 r2u

Repository

GitHub ↗ karolinehuth/easybgm

6Stars

9Forks

7Open issues

3Open PRs

0Releases

285Commits

15Contributors

285 commits · Last activity 2026-07-09 · 0% stars, 30d

Stars over time

2025-08-24 · 12026-07-07 · 6

Repository practices

Upstream repositoryBeta

2 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/karolinehuth/easybgm on 2026-08-02.

Continuous integration (1)

GitHub Actions

Docs source (1)

README.Rmd

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

Dependencies

Declared dependencies

11 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (9)

BDgraph BGGM bgms dplyr ggplot2 HDInterval igraph qgraph coda

LinkingTo (0)

none

Suggests (2)

testthat vdiffr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (4)

Maintainer (1)

Karoline Huth

Author, Maintainer

Authors (1)

Karoline Huth

Author, Maintainer

Contributors (3)

Gali Geller

Contributor · added in 0.3.1

Sara Keetelaar

Contributor

Nikola Sekulovski

Contributor · added in 0.3.1

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
0.4.0Latest
2026-04-02 · current release · diff ↗
0.3.1
2025-12-08 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.2.1
2024-10-17 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.1.2
2024-03-13 · diff ↗
0.1.1
2023-11-15 · diff ↗
unarchivedReturned to CRAN
2023-11-15
archivedRemoved from CRAN
2023-10-13
requires archived package 'BFpack'
0.1.0
2023-10-09
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2023-10-09
Total releases: 6 / 3 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 4.1.0
Download size: 620 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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