R Observatory: Metrics for rbmiUtils version 0.3.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

rbmiUtils

0.3.0

Utility Functions to Support and Extend the 'rbmi' Package

0packages depend

3.9Kdownloads / year

91.0%test coverage

13/13checks pass

Overview

About

Maintained by Mark BaillieFirst published 2025-05-234 releasesCRAN page ↗GitHub ↗

Provides utility functions that extend the capabilities of the reference-based multiple imputation package 'rbmi'. It supports clinical trial analysis workflows with functions for managing imputed datasets, applying analysis methods across imputations, and tidying results for reporting.

Install

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

install.packages("rbmiUtils", 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("openpharma/rbmiUtils")

Development version from openpharma/rbmiUtils. 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-rbmiutils

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-rbmiUtils

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-rbmiUtils

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

Health

CRAN checks

13OK

Slowest check: 23.5 min · r-oldrel-macos-x86_64

Code health

Yes

Tests · ratio 1.37

91.0%

Coverage · measured lines

100%

Documentation · exports

9

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
OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 335 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 40%
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

3.9K

CRAN downloads in the past year

Rank #13,115 · ~11/day · ~326/mo

Releases R versions

Daily download trend is not available in this view yet.

16430 days

78790 days

3.9K1 year

Compare downloads with other packages →

Also on157 r2u27 autocran

Repository

GitHub ↗ openpharma/rbmiutils

4Stars

1Forks

2Open issues

2Open PRs

5Releases

146Commits

2Contributors

multiple-imputationrrbmiutils

License GPL-3.0 · 146 commits · Last activity 2026-07-30 · 0% stars, 30d

Stars over time

2025-05-11 · 22026-07-07 · 4

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/openpharma/rbmiutils on 2026-08-23.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

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)

Development tooling

AI-assisted toolingBeta

Uses AI-assisted development tooling (declared in repo)

Earliest detected marker: claude on 2026-01-24

claude

Most recent: claude on 2026-01-24

Evidence

claude: on 2026-01-24 · evidence A, B, D · sole bot-author seen

How this is detected·Detection ruleset v2 (updated 2026-07-29)

Dependencies

Declared dependencies

20 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1

Imports (9)

assertthat beeca cli dplyr lifecycle (>= 1.0.4)purrr rbmi rlang tidyr

LinkingTo (0)

none

Suggests (11)

cards ggplot2 gt knitr patchwork readr rmarkdown rstan spelling testthat tibble

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (4)

Maintainer (1)

Mark Baillie

Author, Maintainer, Copyright holder

Authors (3)

Mark Baillie

Author, Maintainer, Copyright holder

Tobias Muetze

Author · added in 0.3.0

Jack Talboys

Author

Contributors (1)

Lukas A. Widmer

Contributor

Copyright holders (1)

Mark Baillie

Author, Maintainer, Copyright holder

Listed in earlier versions (1)

Tobias Mütze

no longer listed · 0.1.4 to 0.1.8

Package Timeline

4 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.3.0Latest
2026-02-16 · current release · diff ↗
0.1.8
2026-01-24 · diff ↗
unarchivedReturned to CRAN
2026-01-24
archivedRemoved from CRAN
2025-11-19
requires archived package 'rbmi'
0.1.6
2025-09-13 · diff ↗
0.1.4
2025-05-23
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-05-23
Total releases: 4 / 1 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.1
Bundled data: 63 KB / 2 files
Download size: 3.0 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("rbmiUtils")

Format

Baillie, M., Muetze, T., Talboys, J., & Widmer, L. A. (2026). rbmiUtils: Utility Functions to Support and Extend the 'rbmi' Package (Version 0.3.0) [Computer software]. https://doi.org/10.32614/CRAN.package.rbmiUtils

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 rbmiUtils version 0.3.0 [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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