R Observatory: Metrics for gtregression version 1.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

gtregression

1.1.0

Tools for Creating Publication-Ready Regression Tables

0packages depend

5.4Kdownloads / year

87.6%test coverage

10/13checks pass

Overview

About

Maintained by Rubeshkumar PolaniFirst published 2025-08-182 releasesCRAN page ↗GitHub ↗

Simplifies regression modeling in R by integrating multiple modeling and summarization tools into a cohesive, user-friendly interface. Designed to be accessible for researchers, particularly those in Low- and Middle-Income Countries (LMIC). Built upon widely accepted statistical methods, including logistic regression (Hosmer et al. 2013, ISBN:9781118548429), log-binomial regression (Spiegelman and Hertzmark 2005 doi:10.1093/aje/kwi188), Firth penalized logistic regression (Firth 1993 doi:10.1093/biomet/80.1.27), Poisson and robust Poisson regression (Zou 2004 doi:10.1093/aje/kwh090), negative binomial regression (Hilbe 2011, ISBN:9780521179515), Cox proportional hazards regression, parametric survival regression, causal mediation analysis, and linear regression (Kutner et al. 2005, ISBN:9780071122214). Leverages multiple dependencies to ensure high-quality output and generate reproducible, publication-ready tables in alignment with best practices in epidemiology and applied statistics.

Install

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

install.packages("gtregression", 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("ThinkDenominator/gtregression")

Development version from ThinkDenominator/gtregression. 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-gtregression

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-gtregression

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-gtregression

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

Health

CRAN checks

3ERROR10OK

Failing flavors

ERROR r-devel-linux-x86_64-debian-clang
ERROR r-devel-windows-x86_64
ERROR r-patched-linux-x86_64

Slowest check: 12.5 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.47

87.6%

Coverage · measured lines

100%

Documentation · exports

21

Dependencies · direct

Check history

ERROR2026-07-25
10 OK · 0 NOTE · 0 WARNING · 3 ERROR · 0 FAILURE
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
OK2026-05-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-05-03
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Show 3 earlier snapshots

OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-25
11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 825 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 96%
Return-value docs: 100%
References docs: 3%

Downloads

5.4K

CRAN downloads in the past year

Rank #8,570 · ~15/day · ~447/mo

Releases R versions

Daily download trend is not available in this view yet.

23430 days

1.1K90 days

5.4K1 year

Compare downloads with other packages →

Also on87 r2u4 autocran

Repository

GitHub ↗ thinkdenominator/gtregression

0Stars

1Forks

0Open issues

0Open PRs

2Releases

108Commits

1Contributors

108 commits · Last activity 2026-08-21

Forks over time

2025-09-28 · 12026-07-07 · 1

Repository practices

Upstream repositoryBeta

12 development-tooling and community-health practices detected across 9 families in the upstream repository

Checks run against github.com/thinkdenominator/gtregression on 2026-08-23.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (2)

renvdata-raw/

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Docs source (1)

README.Rmd

Show all practices

Research and citation (1)

Zenodo

Lint, format, editor (2)

lintrRStudio project

Coverage (1)

Codecov

Governance and community (1)

Issue templates

Git structural (1)

.gitattributes

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

Dependencies

Declared dependencies

31 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (21)

dplyr risks purrrMASSrlangstatslmtest patchwork ggplot2utilssandwich tibble broom broom.helpers gt officer flextable scales forestploter logistfsurvival

LinkingTo (0)

none

Suggests (14)

haven mlbench testthat knitr rmarkdown car forcats pkgdown ggtext shiny rstudioapi DT readxl rio

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (6)

Maintainer (1)

Rubeshkumar Polani

Author, Maintainer

Authors (6)

Rubeshkumar Polani

Author, Maintainer

Salin K Eliyas

Author

Mogan Kaviprawin

Author · added in 1.1.0

Yuvaraj Krishnamoorthy

Author

Marie Gilbert Majella

Author

Manikandanesan Sakthivel

Author

Package Timeline

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

1.1.0Latest
2026-08-21 · 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: 2025-08-18
Total releases: 2 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Bundled data: 21 KB / 8 files
Download size: 2.4 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("gtregression")

Format

Polani, R., Eliyas, S. K., Kaviprawin, M., Krishnamoorthy, Y., Majella, M. G., & Sakthivel, M. (2026). gtregression: Tools for Creating Publication-Ready Regression Tables (Version 1.1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.gtregression

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 gtregression version 1.1.0 [Data set]. HJJB, LLC. Data release v2026-08-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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