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Beware of counter-intuitive levels of false discoveries in datasets with strong intra-correlations

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The false discovery rate (FDR) controlling method by Benjamini and Hochberg (BH) is a popular choice in the omics fields. Here, we demonstrate that in datasets with a large degree of dependencies between features, FDR correction methods like BH can sometimes c... ...