python-pingouin-0.5.5-2.fc45
failed
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.
RPMs
No RPMs
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