R Observatory: Metrics for pmwg version 0.2.7

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

pmwg

0.2.7

Particle Metropolis Within Gibbs

0packages depend

4.1Kdownloads / year

1.8%test coverage

13/13checks pass

Overview

About

Maintained by Gavin CooperFirst published 2020-09-023 releasesCRAN page ↗GitHub ↗

Provides an R implementation of the Particle Metropolis within Gibbs sampler for model parameter, covariance matrix and random effect estimation. A more general implementation of the sampler based on the paper by Gunawan, D., Hawkins, G. E., Tran, M. N., Kohn, R., & Brown, S. D. (2020) doi:10.1016/j.jmp.2020.102368. An HTML tutorial document describing the package is available at https://university-of-newcastle-research.github.io/samplerDoc/ and includes several detailed examples, some background and troubleshooting steps.

Install

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

install.packages("pmwg", 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("university-of-newcastle-research/pmwg")

Development version from university-of-newcastle-research/pmwg. 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-pmwg

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-pmwg

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-pmwg

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

Health

CRAN checks

13OK

Slowest check: 1.5 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.02

1.8%

Coverage · measured lines

100%

Documentation · exports

6

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
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 197 wordsVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 75%
Documented parameters: 99%
Return-value docs: 100%
References docs: 3%

Downloads

4.1K

CRAN downloads in the past year

Rank #13,977 · ~11/day · ~341/mo

Releases R versions

Daily download trend is not available in this view yet.

17730 days

75190 days

4.1K1 year

Compare downloads with other packages →

Also on90 r2u22 autocran

Repository

GitHub ↗ university-of-newcastle-research/pmwg

4Stars

4Forks

16Open issues

0Open PRs

3Releases

373Commits

5Contributors

373 commits · Last activity 2024-04-07 · 0% stars, 30d

Stars over time

2022-02-07 · 32026-07-07 · 4

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/university-of-newcastle-research/pmwg on 2026-08-23.

Continuous integration (2)

GitHub ActionsTravis CI

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Coverage (1)

Codecov

Show all practices

Governance and community (1)

Issue templates

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

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.6.0

Imports (6)

checkmate coda condMVNormMASSmvtnormstats

LinkingTo (0)

none

Suggests (6)

covr rtdists testthat knitr rmarkdown V8

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (8)

Maintainer (1)

Gavin Cooper

Author, Maintainer, Translator

Authors (8)

Gavin Cooper

Author, Maintainer, Translator

Author, Translator

Author

Author

Author

Author

Author

Author · added in 0.2.7

Translators (2)

Gavin Cooper

Author, Maintainer, Translator

Scott Brown

Author, Translator

Package Timeline

3 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
R
R 4.4.0 released · 2024-04-24
0.2.7Latest
2024-01-31 · current release · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.2.0
2021-02-17 · diff ↗
0.1.9
2020-09-02
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-09-02
Total releases: 3 / 6 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.6.0
Bundled data: 305 KB / 2 files
Download size: 434 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("pmwg")

Format

Cooper, G., Brown, S., Cavallaro, J., Gunawan, D., Hawkins, G., Innes, R., Kuhne, C., & Stevenson, N. (2024). pmwg: Particle Metropolis Within Gibbs (Version 0.2.7) [Computer software]. https://doi.org/10.32614/CRAN.package.pmwg

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 pmwg version 0.2.7 [Data set]. HJJB, LLC. Data release v2026-08-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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