R Observatory: Metrics for statsExpressions version 2.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

statsExpressions

2.0.0

Tidy Dataframes and Expressions with Statistical Details

2packages depend

110.2Kdownloads / year

100.0%test coverage

8/13checks pass

Overview

About

Maintained by Indrajeet PatilFirst published 2019-08-2445 releasesCRAN page ↗GitHub ↗

Utilities for producing dataframes with rich details for the most common types of statistical approaches and tests: parametric, nonparametric, robust, and Bayesian t-test, one-way ANOVA, correlation analyses, contingency table analyses, and meta-analyses. The functions are pipe-friendly and provide a consistent syntax to work with tidy data. These dataframes additionally contain expressions with statistical details, and can be used in graphing packages. This package also forms the statistical processing backend for 'ggstatsplot'. References: Patil (2021) doi:10.21105/joss.03236.

Install

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

install.packages("statsExpressions", 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("IndrajeetPatil/statsExpressions")

Development version from IndrajeetPatil/statsExpressions. 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-statsexpressions

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-statsExpressions

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-statsExpressions

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

Health

CRAN checks

5NOTE8OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc
NOTE r-devel-linux-x86_64-fedora-clang
NOTE r-devel-linux-x86_64-fedora-gcc
NOTE r-devel-windows-x86_64

Slowest check: 8.4 min · r-release-macos-x86_64

Code health

Yes

Tests · ratio 2.18

100.0%

Coverage · measured lines

100%

Documentation · exports

19

Dependencies · direct

Check history

NOTE2026-07-16
11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-07
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 · 2,378 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 96%
Return-value docs: 64%
References docs: 11%

Downloads

110.2K

CRAN downloads in the past year

Rank #1,319 · ~302/day · ~9.2K/mo

Releases R versions

Daily download trend is not available in this view yet.

5K30 days

23.6K90 days

110.2K1 year

Compare downloads with other packages →

Also on583 r2u4 autocran6.8K conda_forge

Repository

GitHub ↗ indrajeetpatil/statsexpressions

313Stars

21Forks

0Open issues

1Open PRs

45Releases

662Commits

4Contributors

statistical-testsstatistical-detailsmeta-analysiscontingency-tablerobustcorrelationparametricbayesian-inference

662 commits · Last activity 2026-08-09 · 0% stars, 30d

Stars over time

2025-04-09 · 3082026-07-07 · 313

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/indrajeetpatil/statsexpressions on 2026-08-16.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

Makefile

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Show all practices

Research and citation (1)

codemeta.json

Automation and maintenance (2)

Dependabotpre-commit

Lint, format, editor (2)

lintrAir

Coverage (1)

.covrignore

Git structural (1)

.gitattributes

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 2025-12-06

claudecopilot

Most recent: copilot on 2026-02-05

Evidence

claude: on 2025-12-06 · evidence B, D
copilot: on 2026-02-05 · evidence D
agents-md: on 2026-07-20 · evidence D

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

Dependencies

Declared dependencies

26 external dependencies (excludes base and recommended)

Depends (2)

R >= 4.3.0stats

Imports (18)

afex BayesFactor bayestestR (>= 0.17.0)correlation datawizard dplyr effectsize glue insight (>= 1.5.0)parameters performance PMCMRplus purrr rlang rstantools tidyr withr WRS2

LinkingTo (0)

none

Suggests (10)

ggplot2 knitr metaBMA metafor metaplus patrick rmarkdownsurvivaltestthatutils

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

2direct

3indirect

colleyRstats ggstatsplot

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Indrajeet Patil

Maintainer, Author, Copyright holder

Authors (1)

Indrajeet Patil

Maintainer, Author, Copyright holder

Copyright holders (1)

Indrajeet Patil

Maintainer, Author, Copyright holder

Listed in earlier versions (1)

Chuck Powell

no longer listed · 0.1.0 to 0.3.1

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
2.0.0Latest
2026-04-23 · current release · diff ↗
1.7.4
2026-04-05 · diff ↗
1.7.3
2026-02-05 · diff ↗
1.7.2
2025-12-06 · diff ↗
1.7.1
2025-07-27 · diff ↗
1.7.0
2025-05-10 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.6.2
2024-12-02 · diff ↗
1.6.1
2024-10-31 · diff ↗
1.6.0
2024-09-08 · diff ↗
1.5.5
2024-07-05 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.5.4
2024-03-20 · diff ↗
1.5.3
2024-01-13 · diff ↗
1.5.2
2023-09-12 · diff ↗

Show 37 earlier events

1.5.1
2023-05-23 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.5.0
2023-02-19 · diff ↗
1.4.0
2023-01-14 · diff ↗
1.3.6
2022-12-16 · diff ↗
1.3.5
2022-11-07 · diff ↗
1.3.4
2022-10-10 · diff ↗
1.3.3
2022-08-11 · diff ↗
1.3.2
2022-05-20 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.3.1
2022-03-29 · diff ↗
1.3.0
2022-01-14 · diff ↗
1.2.0
2021-10-19 · diff ↗
1.1.0
2021-05-30 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.0.1
2021-04-13 · diff ↗
1.0.0
2021-03-11 · diff ↗
0.7.1
2021-02-19 · diff ↗
0.7.0
2021-01-19 · diff ↗
0.6.2
2020-12-08 · diff ↗
0.6.1
2020-12-01 · diff ↗
0.6.0
2020-10-31 · diff ↗
0.5.1
2020-10-05 · diff ↗
0.5.0
2020-09-12 · diff ↗
0.4.2
2020-06-20 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.4.1
2020-04-22 · diff ↗
0.4.0
2020-04-15 · diff ↗
0.3.1
2020-02-14 · diff ↗
0.3.0
2020-01-29 · diff ↗
0.2.1
2020-01-23 · diff ↗
0.2.0
2020-01-10 · diff ↗
0.1.3
2019-12-18 · diff ↗
0.1.2
2019-12-13 · diff ↗
0.1.1
2019-08-28 · diff ↗
0.1.0
2019-08-24
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2019-08-24
Total releases: 45 / 7 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.3.0
Bundled data: 32 KB / 3 files
Download size: 3.3 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("statsExpressions")

Format

Patil, I. (2026). statsExpressions: Tidy Dataframes and Expressions with Statistical Details (Version 2.0.0) [Computer software]. https://doi.org/10.32614/CRAN.package.statsExpressions

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 statsExpressions version 2.0.0 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →