Inconistent multiple testing corrections: The fallacy of using family-based error rates to make inferences about individual hypotheses

Mark Rubin

During multiple testing, researchers often adjust their alpha level to control the familywise error rate for a statistical inference about a joint union alternative hypothesis (e.g…