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gtstats: Beginner-Friendly Statistics and Publication-Ready Tables

Provides beginner-friendly functions for common descriptive and inferential statistical analyses, together with tools for creating publication-ready tables. The package includes data description, summary statistics, distribution assessment, group comparisons, effect sizes, correlations, proportions and rates with confidence intervals, crosstabs for epidemiological measures, plots, and modular table-building workflows. Statistical methods include unequal-variance comparisons described by Welch (1947) <doi:10.1093/biomet/34.1-2.28>, score confidence intervals described by Wilson (1927) <doi:10.1080/01621459.1927.10502953>, and robust variance assessment described by Brown and Forsythe (1974) <doi:10.1080/01621459.1974.10482955>.

Version: 1.0.0
Depends: R (≥ 4.1.0)
Imports: dplyr, tibble, gt, flextable, officer, stats, ggplot2, tidyselect
Suggests: shiny, rstudioapi, rio, testthat (≥ 3.0.0), knitr, rmarkdown, pkgdown, webshot2
Published: 2026-09-21
DOI: 10.32614/CRAN.package.gtstats (may not be active yet)
Author: Rubeshkumar Polani ORCID iD [aut, cre], Mogan Kaviprawin ORCID iD [aut], Manikandanesan Sakthivel ORCID iD [aut], Salin K Eliyas ORCID iD [aut], Yuvaraj Krishnamoorthy ORCID iD [aut]
Maintainer: Rubeshkumar Polani <rubesh at thinkdenominator.com>
BugReports: https://github.com/thinkdenominator/gtstats/issues
License: MIT + file LICENSE
URL: https://gtstats.thinkdenominator.com/, https://github.com/ThinkDenominator/gtstats
NeedsCompilation: no
Citation: gtstats citation info
Materials: README, NEWS
CRAN checks: gtstats results

Documentation:

Reference manual: gtstats.html , gtstats.pdf
Vignettes: Birth-weight case study: from data to Table 1 (source, R code)
Citing gtstats (source, R code)
Summary Tables and Customisation (source, R code)
Function options (source, R code)
Start here: a simple gtstats workflow (source, R code)
Using the gtstats App (source, R code)
Inferential Tests and Assumptions (source, R code)
Missing data and denominators (source, R code)
Teaching datasets (source, R code)

Downloads:

Package source: gtstats_1.0.0.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): not available, r-oldrel (arm64): gtstats_1.0.0.tgz, r-release (x86_64): gtstats_1.0.0.tgz, r-oldrel (x86_64): gtstats_1.0.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=gtstats to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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