Python统计相关包

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https://pingouin-stats.org/
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…