Tag: nonparametric

Nonparametric statistics


Did you just assume independence?

Published on 2021-05-30 Introduction Many popular statistical procedures, such as hypothesis testing and linear regression, include the assumption of independence. Assuming independence makes the math much simpler and can be a reasonable assumption depending on how the data was collected. Even though I lumped them together, hypothesis tests and regression have different assumptions of independence. […]