Multiple Testing Correction Purpose Provides multiple comparison correction methods for controlling error rates in simultaneous hypothesis testing. Capabilities - Bonferroni correction - Holm-Bonferroni method - Benjamini-Hochberg FDR control - Sidak correction - Permutation-based corrections - Family-wise error rate control Usage Guidelines 1. Error Rate Selection : Choose FWER vs FDR based on goals 2. Method Selection : Apply appropriate correction method 3. Dependency Handling : Account for test dependencies 4. Interpretation : Report adjusted p-values correctly Tools/Libraries - statsmode…