Simplified Statistical Analysis with Plain-English Interpretation
Overview
A toolkit for common statistical analyses including descriptive statistics, Student's t-tests (one-sample, independent, and paired), one-way and two-way Analysis of Variance (ANOVA), Multivariate Analysis of Variance (MANOVA), chi-square tests, Fisher's Exact Test, McNemar's Test, correlation analysis, simple and multiple linear regression, logistic regression, Friedman Test, and non-parametric tests (Mann-Whitney U, Wilcoxon Signed Rank, and Kruskal-Wallis). Each function automatically interprets results in plain English, reporting effect sizes, confidence intervals, and p-value interpretations, and prints relevant assumption checks by default. A context argument allows users to describe their study design, echoed back alongside the interpretation as a reminder to read results in that context. Post-hoc tests are automatically applied following significant results. A master function automatically detects the appropriate test based on the structure of the input data. Methods are based on Cohen, J. (1988) doi:10.4324/9780203771587, Tukey, J. W. (1949) doi:10.2307/3001913, and Shapiro and Wilk (1965) doi:10.2307/2333709.
Install
Health
- OK13 OK2026-08-04
- NOTE12 OK, 1 NOTE2026-08-01
- OK13 OK2026-06-09
- ERROR12 OK, 1 ERROR2026-06-07
- OK7 OK2026-05-06
Documentation
- Help pages
- 22includes a package overview page
- Examples that run
- 100%21 run in a plain check (1 of them under a condition)
- Exported functions with examples
- 100%
- Documented parameters
- 100%
- Return-value docs
- 100%
- Help pages citing references
- 0%
Downloads
Repository
- PRs merged (all time)
- not measured
- Median days to close, 50 most recently updated closed issues
- 127
- Median days to close, 50 most recently updated closed PRs
- not measured
Stars over time
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7 development-tooling and community-health practices detected across 4 families in the upstream repository
Checks run against github.com/devwebwacky/statease on 2026-10-18.
GitHub Pages site last deployed 2026-08-20 · The repository has a site deploy workflow
pkgdown site last built 2026-08-20
Dependencies
Code & Tests
People & History
Pick two releases to compare their code metrics.
- 1.4.0Latest
- 1.3.02026-06-07 · diff ↗ ·
added 6 exports
check_assumptions, fisher_interpret, friedman_interpret, mcnemar_interpret, power_interpret, run_app - 1.2.12026-06-07 · diff ↗
- 1.2.02026-06-03 · diff ↗ ·
added 6 exports
kruskal_interpret, logistic_interpret, mannwhitney_interpret, manova_interpret, mlr_interpret, wilcoxon_interpret - 1.1.02026-05-16 · diff ↗ ·
added 4 exports
anova2_interpret, chisq_interpret, cor_interpret, reg_interpret - 1.0.02026-05-05
- RR 4.6.0 released · 2026-04-24
Package metadata
- First published
- 2026-05-05
- Total releases
- 6 / 1 yrs
- License
- MIT + file LICENSE OSI
- Download size
- 165 KB
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