Kruskal Wallis Test for Beginners

Kruskal Wallis Test: Purpose, Scope, Assumptions, Examples, Python Implementation

Angel Das
Towards Data Science
7 min readNov 7, 2022

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Photo by Roman Mager on Unsplash

1. Purpose

Kruskal Wallis is a non-parametric method for evaluating whether samples come from the same distribution. It is used in the comparison of more than two independent or unrelated samples. One-way analysis of variance (ANOVA) is…

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Data Science Consultant at IQVIA ANZ || Former Data Science Analyst at Novartis AU, Decision Scientist with Mu Sigma || Ex Teaching Associate Monash University