Empirical investigations into Kruskal-Wallis power studies utilizing Bernstein fits, simulations and medical study datasets

Empirical investigations into Kruskal-Wallis power studies utilizing Bernstein fits, simulations and medical study datasets

Abstract Bernstein fits implemented into R allow another route for Kruskal-Wallis power-study tool development. Monte-Carlo Kruskal-Wallis power studies were compared with measured power, a Monte-Carlo ANOVA equivalent and with an analytical method, with or without normalization, using four simulate...

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Bibliographic Details
Main Authors: Jeremy S. C. Clark, Piotr Kulig, Konrad Podsiadło, Kamila Rydzewska, Krzysztof Arabski, Monika Białecka, Krzysztof Safranow, Andrzej Ciechanowicz
Format: Article
Language:English
Published: Nature Portfolio 2023-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-29308-2

Internet

https://doi.org/10.1038/s41598-023-29308-2

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