Browsing Tag

nonparametric tests

6 posts
nonparametric comparison of distributions

Mann-Whitney U Test Made Simple

Boost your understanding of the Mann-Whitney U Test and discover how it simplifies comparing two groups—find out what makes it a go-to method.
nonparametric median comparison

Wilcoxon Rank-Sum and Signed-Rank Tests: Comparing Median Differences

Meta description: More accurate median comparisons with Wilcoxon rank-sum and signed-rank tests depend on understanding their proper applications and assumptions—learn how to choose and implement them correctly.
nonparametric statistical comparisons

Kruskal–Wallis and Mann–Whitney U: Nonparametric Alternatives to ANOVA and T-Tests

Navigating data with violated assumptions? Learn how Kruskal–Wallis and Mann–Whitney U tests provide reliable nonparametric alternatives to traditional methods.
nonparametric comparison test

Friedman Test Made Simple

I explore how the Friedman test simplifies analyzing related treatments, helping you understand its steps and significance easily.
non parametric group comparison

Kruskal–Wallis Test Explained in Plain English

Understanding the Kruskal–Wallis test in plain English reveals how to compare multiple groups without assuming normality, but there’s more to uncover.
perform nonparametric comparison test

How to Perform a Mann-Whitney U Test

How to perform a Mann-Whitney U test: learn the step-by-step process to compare two independent groups without assuming normality.