Effect size of the Mann-Whitney-Wilcoxon-test in R
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- Опубликовано: 26 июл 2024
- After conducting the Mann-Whitney-Wilcoxon-test in R with the result of a difference between the two group medians, an effect size is needed, in order to quantify/classify the magnitude of this effect. For the Mann-Whitney-Wilcoxon-test, r is a suitable effect size.
➡️ Watch next: • Reporting Mann-Whitney...
In R, the wilcox_effsize()-function of the rstatix-package offers the corresponding computational possibility.
Be aware that the classification is reasearch field specific. For the social and behavioral sciences, the paper Cohen, J. (1992), A Power Primer, p. 157 is usually cited:
📚 Cohen, J. (1992): Quantitative methods in psychology: A power primer. Psychological bulletin, pp. 155-159.
⏰ Timestamps:
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0:00 Introduction
0:05 Calculation of the effect size r
0:30 Classification of the effect size r
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