Statistical Tests for Bias

Apply statistical tests to fairness claims correctly. Learn proportion tests, permutation tests, bootstrap confidence intervals, equivalence testing vs null-significance testing, multiple-testing correction, and the misuse patterns (p-hacking, underpowered tests, fishing) that mislead reviewers.