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.

  • 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…

Pingouin is designed for users who want simple yet exhaustive stats functions.

Project Author(s)

Raphael Vallat

This post was automatically generated by Matias Andina

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