Add Quade's test implementation

raphaelvallat / pingouin

Statistical package in Python based on Pandas

https://pingouin-stats.org/

GNU General Public License v3.0

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Add Quade's test implementation #439

Closed sabinleee closed 3 weeks ago

sabinleee commented 1 month ago

This Pull Request implements Quade’s test in the Pingouin library, addressing the request in Issue #134.

Quade’s test is a non-parametric alternative to the repeated measures ANOVA, ideal for comparing multiple groups when the assumptions of normality or equal variances are violated.

Key Changes

•   Added quades function to src/pingouin/nonparametric.py.
•   Added unit tests for quades in tests/test_nonparametric.py.

raphaelvallat commented 2 weeks ago

Hi @sabin5105,

Why did you end up closing this PR?

Thank you, Raphael

sabinleee commented 1 week ago

Hey, I realized after making the request that I implemented Quade’s test incorrectly. I'll read the paper and reimplement the code when I have time, and then open the PR again.

thanks for your comments @raphaelvallat