8  Module 8: Errors in inference

Learning objectives

• Define type I & II errors.

• Describe the responsible use and reporting of p-values from hypothesis tests.

• Discuss how these errors are linked to a “reproducibility crisis”.

• Measure how these errors amplify when performing multiple hypothesis testing in the context of multiple comparisons.