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Package: python-pingouin @ 0.5.0

Synopsis

Statistical package for Python

Description

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

Home page
https://pingouin-stats.org/
Location
gnu/packages/python-science.scm (line: 954, column: 2)
License

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