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Nevin Manimala Statistics

A Q-Q plot aids interpretation of the false discovery rate

Biom J. 2022 Jul 15. doi: 10.1002/bimj.202100309. Online ahead of print.

ABSTRACT

False discovery rates are routinely controlled by application of the Benjamini-Hochberg step-up procedure to a set of p-values. A method is demonstrated for representing the values so obtained (the BH-FDRs) on a quantile-quantile (Q-Q) plot of the p-values transformed to the negative-logarithmic scale. Recognition of this connection between the BH-FDR and the Q-Q plot facilitates both understanding of the meaning of the BH-FDR and interpretation of the BH-FDR in a particular data set.

PMID:35839474 | DOI:10.1002/bimj.202100309

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