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Add Tschuprow's T #1299

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stancld opened this issue Oct 28, 2022 · 0 comments · Fixed by #1334
Closed

Add Tschuprow's T #1299

stancld opened this issue Oct 28, 2022 · 0 comments · Fixed by #1334
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enhancement New feature or request New metric
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@stancld
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stancld commented Oct 28, 2022

🚀 Feature

Add Tshuprow's T -- correlation coefficient for categorical variables.

In statistics, Tschuprow's T is a measure of association between two nominal variables, giving a value between 0 and 1 (inclusive). It is closely related to Cramér's V, coinciding with it for square contingency tables. It was published by Alexander Tschuprow (alternative spelling: Chuprov) in 1939. (Source: https://en.wikipedia.org/wiki/Tschuprow%27s_T)

Motivation

Add correlation metrics specific to categorical variables

Additional context

Nice blog post on this: https://towardsdatascience.com/the-search-for-categorical-correlation-a1cf7f1888c9

See #1298

@stancld stancld added enhancement New feature or request New metric labels Oct 28, 2022
@SkafteNicki SkafteNicki added this to the future milestone Oct 31, 2022
@Borda Borda modified the milestones: future, v0.12 Nov 9, 2022
@stancld stancld self-assigned this Nov 13, 2022
@stancld stancld modified the milestones: v0.12, v0.11 Nov 14, 2022
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