gtregression

1.0.0

Tools for Creating Publication-Ready Regression Tables

0packages depend

5.2Kdownloads / year

86.2%test coverage

13/13checks pass

Overview

About

Maintained by Rubeshkumar PolaniFirst published 2025-08-181 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), Poisson and robust Poisson regression (Zou 2004 doi:10.1093/aje/kwh090), negative binomial regression (Hilbe 2011, ISBN:9780521179515), 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

13OK

Slowest check: 9.9 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.69

86.2%

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
OK2026-05-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-05-03
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

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 · 735 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 56%
Documented parameters: 100%
Return-value docs: 100%
References docs: 3%

Downloads

5.2K

CRAN downloads in the past year

Rank #8,196 · ~14/day · ~430/mo

Releases R versions

Daily download trend is not available in this view yet.

33030 days

1.3K90 days

5.2K1 year

Compare downloads with other packages →

Also on76 r2u7 autocran

Repository

GitHub ↗ thinkdenominator/gtregression

0Stars

1Forks

0Open issues

0Open PRs

1Releases

73Commits

1Contributors

73 commits · Last activity 2026-07-22

Forks over time

2025-09-28 · 12026-07-07 · 1

Repository practices

Upstream repositoryBeta

9 development-tooling and community-health practices detected across 8 families in the upstream repository

Checks run against github.com/thinkdenominator/gtregression on 2026-07-19.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

renv

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Docs source (1)

README.Rmd

Show all practices

Research and citation (1)

Zenodo

Lint, format, editor (1)

RStudio project

Coverage (1)

Codecov

Git structural (1)

.gitattributes

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

Dependencies

Declared dependencies

24 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (20)

dplyr gtsummary risks purrrMASSrlangstatslmtest patchwork ggtext ggplot2 tidyrutilssandwich tibble broom broom.helpers gt officer flextable

LinkingTo (0)

none

Suggests (7)

testthat knitr rmarkdown mlbench car forcats pkgdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (5)

Maintainer (1)

Rubeshkumar Polani

Author, Maintainer

Authors (5)

Rubeshkumar Polani

Author, Maintainer

Salin K Eliyas

Author

Yuvaraj Krishnamoorthy

Author

Marie Gilbert Majella

Author

Manikandanesan Sakthivel

Author

Package Timeline

1 release. R releases are shown for context.

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

Package metadata

First published: 2025-08-18
Total releases: 1 / 1 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1.0
Bundled data: 19 KB / 6 files
Download size: 233 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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