Mann-Whitney U Test Rank Calculator
Introduction & Importance
The Mann-Whitney U test is a statistical test used to compare two independent samples. It’s particularly useful when the data is not normally distributed. Our calculator helps you determine the rank sums and perform the test easily.
How to Use This Calculator
- Enter the sample sizes for both groups.
- Click ‘Calculate’.
- View the results and chart below.
Formula & Methodology
The Mann-Whitney U test involves calculating the rank sums (U1 and U2) for each sample and comparing them. The formula for U is:
U = n1*n2 + (n1*(n1+1))/2 – R1
Real-World Examples
Data & Statistics
| Group | Sample Size | Sum of Ranks |
|---|---|---|
| Control | 10 | 55 |
| Treatment | 12 | 78 |
Expert Tips
- Always check the assumptions of the test before using it.
- Consider the effect size, not just the p-value, when interpreting results.
Interactive FAQ
What are the assumptions of the Mann-Whitney U test?
The test assumes that the samples are independent, and that the data is at least ordinal.