Book Image

Data Analysis with STATA

Book Image

Data Analysis with STATA

Overview of this book

Table of Contents (16 chapters)
Data Analysis with Stata
Credits
About the Author
About the Reviewers
www.PacktPub.com
Preface
Index

The Wilcoxon-Mann-Whitney test


The Wilcoxon-Mann-Whitney test is known for its nonparametric analog, where the t test (the independent samples) can be leveraged if there is no assumption of a dependent variable being a normally distributed variable and where the variable is just an ordinary variable. This is one of the reasons why the Stata code for the Wilcoxon-Mann-Whitney test is similar to that of an independent sample t test. Here is an example:

ranksum fridge_sales,
by(model)

Here are the results of this query:

In this case, here is the mathematical formula:

Here, U is referring to normally distributed variables in the given dataset.

n1 and n2 are the number of observations in the related datasets.