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  • closes #xxxx (Replace xxxx with the GitHub issue number)
  • Tests added and passed if fixing a bug or adding a new feature
  • All code checks passed.
  • Added type annotations to new arguments/methods/functions.
  • Added an entry in the latest doc/source/whatsnew/vX.X.X.rst file if fixing a bug or adding a new feature.

@pandeconscious pandeconscious changed the title BUG: ordered categorical data now calculates right kendall/spearman correlations BUG: for ordered categorical data implements correct computation of kendall/spearman correlations Oct 27, 2025
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