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Family-Wise Error Rate

Overview

When performing multiple tests simultaneously, the probability of at least one false rejection increases.

\[ \text{FWER} = P(\text{at least one false rejection}) = 1 - (1-\alpha)^m \approx m\alpha \]

for \(m\) independent tests. Controlling FWER is essential in multiple testing scenarios.