Chapter 13 Multiple Testing

Learning objectives:

  • Identify the challenges of performing multiple hypothesis tests.
  • Reduce Type I errors by controlling the family-wise error rate (FWER).
  • Balance Type I and Type II errors by controlling the false discovery rate (FDR).
  • Calculate p-values using resampling.