The False Discovery Rate (FDR) is a popular measure of type I error in multiple testing problems. It is defined as the expectation of the False Discovery Proportion (FDP), where the FDP is the (random) fraction of false positives among rejected hypotheses. FDR is commonly used in genomics, astronomy, or medicine, and a number of FDR controlling procedures have been proposed in the past...