Skip to content

Add R validation documentation#8

Merged
sipemu merged 1 commit intomainfrom
feature/docs-r-validation
Feb 24, 2026
Merged

Add R validation documentation#8
sipemu merged 1 commit intomainfrom
feature/docs-r-validation

Conversation

@sipemu
Copy link
Contributor

@sipemu sipemu commented Feb 24, 2026

Summary

  • Adds a comprehensive R validation page (docs/validation/index.md) showing side-by-side R code and polars-statistics code for every validated function
  • Documents exact R reference values, tolerances, and the 16+ R packages used for validation
  • Covers: parametric tests, non-parametric tests, correlation, categorical tests, distributional tests, OLS/WLS, HC standard errors, Ridge, Elastic Net, quantile regression, prediction intervals, and GLMs (Poisson, Binomial, Gamma, Inverse Gaussian, Negative Binomial, Tweedie)
  • Adds "R Validation" section to mkdocs.yml navigation

Test plan

🤖 Generated with Claude Code

Shows how every statistical test, regression model, and GLM in
polars-statistics is validated against R reference implementations
(16+ R packages) with exact expected values and strict tolerances.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
@codecov
Copy link

codecov bot commented Feb 24, 2026

Codecov Report

✅ All modified and coverable lines are covered by tests.

📢 Thoughts on this report? Let us know!

@sipemu sipemu merged commit eed65c4 into main Feb 24, 2026
18 checks passed
@sipemu sipemu deleted the feature/docs-r-validation branch February 24, 2026 09:09
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant