Statistical package for Python
Pingouin is a statistical package written in Python 3 and based mostly on Pandas and NumPy. Its features include
ANOVAs: N-ways, repeated measures, mixed, ancova
Pairwise post-hocs tests (parametric and non-parametric) and pairwise correlations
Robust, partial, distance and repeated measures correlations
Linear/logistic regression and mediation analysis
Bayes Factors
Multivariate tests
Reliability and consistency
Effect sizes and power analysis
Parametric/bootstrapped confidence intervals around an effect size or a correlation coefficient
Circular statistics
Chi-squared tests
Plotting: Bland-Altman plot, Q-Q plot, paired plot, robust correlation, and more
System | Target | Derivation | Build status |
---|---|---|---|
x86_64-linux | /gnu/store/wvqj9w18p7vd9gbibrvgnsxzmndnz9lr-python-pingouin-0.5.0.drv | ||
i686-linux | /gnu/store/6g3j0n4hr8fsxf8ch05ak97y9wlr53ck-python-pingouin-0.5.0.drv |
Linter | Message | Location |
---|---|---|
No lint warnings ✓ |