False Discovery Rate
1. problem
We need to control for multiple comparisons. But bonferroni correction is too stringent. Bonferroni is built to combat the case where we don't want any false positives.
2. how to mitigate
- Benjamini–Yekutieli procedure
- does not assume any dependence/independence relations
- Two-stage step-up method of Benjamini, Krieger and Yekutieli