A Double Application of the Benjamini-Hochberg Procedure for Testing Batched Hypotheses
Sign Up to like & getrecommendations! Published in 2017 at "Methodology and Computing in Applied Probability"
DOI: 10.1007/s11009-016-9491-x
Abstract: The Benjamini-Hochberg procedure (BH) controls the false discovery rate (FDR), and on a large dataset optimizes signal discovery subject to this control. However it applies a common p-value rejection threshold that precludes it from taking… read more here.
Keywords: benjamini hochberg; double application; procedure; application ... See more keywords
2dGBH: Two-dimensional group Benjamini–Hochberg procedure for false discovery rate control in two-way multiple testing of genomic data
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DOI: 10.1093/bioinformatics/btae035
Abstract: Abstract Motivation Emerging omics technologies have introduced a two-way grouping structure in multiple testing, as seen in single-cell omics data, where the features can be grouped by either genes or cell types. Traditional multiple testing… read more here.
Keywords: two way; benjamini hochberg; way; multiple testing ... See more keywords
Some clarifications regarding power and Type I error control for pairwise comparisons of three groups
Sign Up to like & getrecommendations! Published in 2019 at "Electronic Journal of Applied Statistical Analysis"
DOI: 10.1285/i20705948v12n1p55
Abstract: A previous study in this journal used Monte Carlo simulations to compare the power and familywise Type I error rates of ten multiple-testing procedures in the context of pairwise comparisons in balanced three-group designs. The… read more here.
Keywords: hochberg procedure; benjamini hochberg; type error; pairwise comparisons ... See more keywords