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Statistical package in Python based on Pandas built by guoguo completed Thu, 29 Oct 2026 13:35:30 UTC

Description

Pingouin is an open-source statistical package written in Python 3 and based mostly on Pandas and NumPy. Some of its main features are listed below. For a full list of available functions, please refer to the API documentation. 1. ANOVAs: N-ways, repeated measures, mixed, ancova 2. Pairwise post-hocs tests (parametric and non-parametric) and pairwise correlations 3. Robust, partial, distance and repeated measures correlations 4. Linear/logistic regression and mediation analysis 5. Bayes Factors 6. Multivariate tests 7. Reliability and consistency 8. Effect sizes and power analysis 9. Parametric/bootstrapped confidence intervals around an effect size or a correlation coefficient 10. Circular statistics 11. Chi-squared tests 12. Plotting: Bland-Altman plot, Q-Q plot, paired plot, robust correlation… Pingouin is designed for users who want simple yet exhaustive statistical functions. For example, the ttest_ind function of SciPy returns only the T-value and the p-value. By contrast, the ttest function of Pingouin returns the T-value, the p-value, the degrees of freedom, the effect size (Cohen’s d), the 95% confidence intervals of the difference in means, the statistical power and the Bayes Factor (BF10) of the test.

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Changelog

* Sat Jan 18 2025 Fedora Release Engineering <releng@fedoraproject.org> - 0.5.5-2
- Rebuilt for https://fedoraproject.org/wiki/Fedora_42_Mass_Rebuild

* Wed Oct 02 2024 Benjamin A. Beasley <code@musicinmybrain.net> - 0.5.5-1
- Update to 0.5.5 (close RHBZ#2309704)

* Fri Jul 19 2024 Fedora Release Engineering <releng@fedoraproject.org> - 0.5.4-4
- Rebuilt for https://fedoraproject.org/wiki/Fedora_41_Mass_Rebuild

* Tue Jun 18 2024 Python Maint <python-maint@redhat.com> - 0.5.4-3
- Rebuilt for Python 3.13

* Fri Apr 26 2024 Benjamin A. Beasley <code@musicinmybrain.net> - 0.5.4-2
- Fix penalty for LogisticRegression (fix RHBZ#2276932)

* Wed Jan 31 2024 Benjamin A. Beasley <code@musicinmybrain.net> - 0.5.4-1
- Update to 0.5.4 (close RHBZ#2258253)

* Wed Jan 31 2024 Benjamin A. Beasley <code@musicinmybrain.net> - 0.5.3-12
- Work around or skip two new failing tests (close RHBZ#2261590)

* Fri Jan 26 2024 Fedora Release Engineering <releng@fedoraproject.org> - 0.5.3-10
- Rebuilt for https://fedoraproject.org/wiki/Fedora_40_Mass_Rebuild

* Mon Jan 22 2024 Fedora Release Engineering <releng@fedoraproject.org> - 0.5.3-9
- Rebuilt for https://fedoraproject.org/wiki/Fedora_40_Mass_Rebuild

* Thu Jan 04 2024 Benjamin A. Beasley <code@musicinmybrain.net> - 0.5.3-8
- Assert that a license file is present in the .dist-info directory

* Sat Jul 29 2023 Sandro <devel@penguinpee.nl> - 0.5.3-5
- Fix failing tests in Python3.12 (RHBZ#2220406)
- Apply patch from upstream (RHBZ#2226012)
- Run tests verbosely

* Thu Jul 20 2023 Python Maint <python-maint@redhat.com> - 0.5.3-4
- Rebuilt for Python 3.12

* Sat Feb 25 2023 Benjamin A. Beasley <code@musicinmybrain.net> - 0.5.3-3
- Fix crash in test_power_chi2

* Fri Jan 20 2023 Fedora Release Engineering <releng@fedoraproject.org> - 0.5.3-2
- Rebuilt for https://fedoraproject.org/wiki/Fedora_38_Mass_Rebuild