Multiple Testing
The Challenge of Multiple Testing
Trade-Of Between the FWER and Power
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A Re-Sampling Approach to p-Values and False Discovery Rates
A Re-Sampling Approach
A Quick Review of Hypothesis Testing
The Family-Wise Error Rate
The False Discovery Rate
A Re-Sampling Approach to the p-Value
Testing a Hypothesis
What is the Family-Wise Error Rate?
Intuition for the False Discovery Rate
A Re-Sampling Approach to the False Discovery Rate576
The Family-Wise Error Rate
Type I and Type II Errors
Approaches to Control the Family-Wise Error Rate
The Benjamini–Hochberg Procedure
When Are Re-Sampling Approaches Useful?