bnmonitor

0.2.2

An Implementation of Sensitivity Analysis in Bayesian Networks

0packages depend

3.8Kdownloads / year

4.8%test coverage

13/13checks pass

Overview

About

Maintained by Manuele LeonelliFirst published 2021-02-088 releasesCRAN page ↗GitHub ↗

An implementation of sensitivity and robustness methods in Bayesian networks in R. It includes methods to perform parameter variations via a variety of co-variation schemes, to compute sensitivity functions and to quantify the dissimilarity of two Bayesian networks via distances and divergences. It further includes diagnostic methods to assess the goodness of fit of a Bayesian networks to data, including global, node and parent-child monitors. Reference: M. Leonelli, R. Ramanathan, R.L. Wilkerson (2022) doi:10.1016/j.knosys.2023.110882.

Install

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

install.packages("bnmonitor", 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("manueleleonelli/bnmonitor")

Development version from manueleleonelli/bnmonitor. 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-bnmonitor

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

# 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-bnmonitor

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

Health

CRAN checks

13OK

Slowest check: 5.3 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.03

4.8%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 500 wordsVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 65%

Downloads

3.8K

CRAN downloads in the past year

Rank #11,522 · ~11/day · ~320/mo

Releases R versions

Daily download trend is not available in this view yet.

25930 days

90590 days

3.8K1 year

Compare downloads with other packages →

Also on109 r2u43 autocran

Repository

GitHub ↗ manueleleonelli/bnmonitor

5Stars

0Forks

0Open issues

0Open PRs

0Releases

127Commits

2Contributors

127 commits · Last activity 2024-09-30 · 0% stars, 30d

Stars over time

2022-12-27 · 32026-07-07 · 5

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/manueleleonelli/bnmonitor on 2026-07-19.

Continuous integration (2)

GitHub ActionsTravis CI

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

Show all practices

Coverage (1)

Codecov

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

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (14)

bnlearn dplyr ggplot2 gRain gRbasegraphicsigraphmethodspurrr qgraph RColorBrewer reshape2 rlang tidyr

LinkingTo (0)

none

Suggests (3)

testthat knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Manuele Leonelli

Author, Maintainer

Authors (3)

Manuele Leonelli

Author, Maintainer

Ramsiya Ramanathan

Author

Rachel Wilkerson

Author

Package Timeline

8 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
0.2.2Latest
2024-09-23 · current release · diff ↗
0.2.1
2024-09-20 · diff ↗
0.2.0
2024-07-13 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.1.4
2023-06-03 · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
0.1.3
2022-04-20 · diff ↗
0.1.2
2022-03-15 · diff ↗
0.1.1
2021-07-08 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.1.0
2021-02-08
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-02-08
Total releases: 8 / 5 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.5.0
Bundled data: 12 KB / 15 files
Download size: 298 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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