v0.5.3

This is a minor release with a few bugfixes, several improvements and one new function/pandas.DataFrame method. Read the changelog at https://pingouin-stats.org/changelog.html

What's Changed

• Fix numerical stability issue in multivariate_normality by @gkanwar in #292
• Add new function for pairwise T-tests between columns of a dataframe (pingouin.ptests) by @raphaelvallat in #291
• Handle single-sample comparsion in pairwise_test by @George3d6 in #299
• Change TestRegression class test methods to fix victim flakiness by @blazyy in #303
• Add aesthetic flexibility to plot_rm_corr by @remrama in #312
• Update distribution.py by @ALL-SPACE-Rob in #310
• Plotting seaborn.FacetGrid compatibility by @remrama in #314
• Use scikit-learn>=1.1.2 by @raphaelvallat in #300
• Plot shift documentation PR by @turkalpmd in #320
• Fix pandas warning by @raphaelvallat in #323
• Deal with small sample size in pingouin.normality when using long-format by @raphaelvallat in #324
• Renamed 'r' with 'pointbiserialr' in convert_effsize by @raphaelvallat in #325
• Exact calculation of effect sizes in pairwise_tukey and pairwise_gameshowell by @raphaelvallat in #328

New Contributors

• @gkanwar made their first contribution in #292
• @George3d6 made their first contribution in #299
• @blazyy made their first contribution in #303
• @remrama made their first contribution in #312
• @ALL-SPACE-Rob made their first contribution in #310
• @turkalpmd made their first contribution in #320