Math 2.0

Statistics Hypothesis testing Concept

False discovery rate and the Benjamini–Hochberg procedure

Summary

The false discovery rate of a multiple testing procedure is the expected proportion of false rejections among all rejections. Controlling it is less strict than controlling the family-wise error rate, so it allows more discoveries when many hypotheses are tested. The Benjamini–Hochberg procedure is a simple step-up rule on the ordered p-values that controls the false discovery rate under independence.

Further reading

  1. Web https://en.wikipedia.org/wiki/False_discovery_rate
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