python-pingouin 0.5.2

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

Website: https://pingouin-stats.org/
Licenses: GPL 3
Package source: gnu/packages/python-science.scm
Builds: See build status
Issues: See known issues

Installation

Install python-pingouin 0.5.2 as follows:

guix install python-pingouin@0.5.2

Or install the latest version:

guix install python-pingouin

You can also install packages in augmented, pure or containerized environments for development or simply to try them out without polluting your user profile. See the guix shell documentation for more information.