R Observatory: Metrics for outstandR version 2.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

outstandR

2.0.0

Model-Based Standardisation for Indirect Treatment Comparison with Limited Subject-Level Data

0packages depend

1.5Kdownloads / year

67.3%test coverage

13/13checks pass

Overview

About

Maintained by Nathan GreenFirst published 2026-01-212 releasesCRAN page ↗GitHub ↗

For the problem of indirect treatment comparison with limited subject-level data, this package provides tools for model-based standardisation with several different computation approaches. See Remiro‐Azócar A, Heath A, Baio G (2022) ``Parametric G‐computation for compatible indirect treatment comparisons with limited individual patient data'', Res. Synth. Methods, 1–31. ISSN 1759-2879, doi:10.1002/jrsm.1565.

Install

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

install.packages("outstandR", 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("StatisticsHealthEconomics/outstandR")

Development version from StatisticsHealthEconomics/outstandR. 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-outstandr

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-outstandR

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-outstandR

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

Health

CRAN checks

13OK

Slowest check: 9.2 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.61

67.3%

Coverage · measured lines

100%

Documentation · exports

19

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
OK2026-07-29
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-07-27
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

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 · 935 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 92%
Documented parameters: 97%
Return-value docs: 100%
References docs: 12%

Downloads

1.5K

CRAN downloads in the past year

Rank #17,348 · ~4/day · ~125/mo

Releases R versions

Daily download trend is not available in this view yet.

14330 days

62190 days

1.5K1 year

Compare downloads with other packages →

Also on49 r2u15 autocran

Repository

GitHub ↗ statisticshealtheconomics/outstandr

8Stars

1Forks

20Open issues

0Open PRs

2Releases

559Commits

1Contributors

bayesian-inferencepopulation-adjustment

License GPL-3.0 · 559 commits · Last activity 2026-07-30 · 0% stars, 30d

Stars over time

2025-04-24 · 42026-07-07 · 8

Repository practices

Upstream repositoryBeta

4 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/statisticshealtheconomics/outstandr on 2026-08-16.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

Research and citation (1)

CITATION.cff

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

29 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (19)

bootcli copula crayon dplyr ggplot2 glue pillar purrr rlang rstanarmstatsstringr tibble tidyr tidyselect Rdpack lifecycle withr

LinkingTo (0)

none

Suggests (14)

causaldata covr doSNOW gridExtra here knitr maicplus marginaleffectsMASSparallelreshape2 rmarkdown stdReg2 testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Nathan Green

Author, Maintainer, Copyright holder

Authors (3)

Nathan Green

Author, Maintainer, Copyright holder

Chengyang Gao

Author

Antonio Remiro-Azocar

Author

Copyright holders (1)

Nathan Green

Author, Maintainer, Copyright holder

Package Timeline

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

2.0.0Latest
2026-06-10 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.0.0
2026-03-10
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-01-21
Total releases: 2 / 1 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 4.1.0
Bundled data: 24 KB / 6 files
Download size: 415 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("outstandR")

The authors publish a CITATION.cff, so they have said how they want this cited. Run citation() and use what it gives you.

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 outstandR version 2.0.0 [Data set]. HJJB, LLC. Data release v2026-08-17. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-17, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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