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Empirical Bayes shrinkage and false discovery rate estimation, allowing for unwanted variation

We combine two important ideas in the analysis of large-scale genomics experiments (e.g. experiments that aim to identify genes that are differentially expressed between two conditions). The first is use of Empirical Bayes (EB) methods to handle the large number of potentially-sparse effects, and es...

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Detalhes bibliográficos
Publicado no:Biostatistics
Main Authors: Gerard, David, Stephens, Matthew
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8204175/
https://ncbi.nlm.nih.gov/pubmed/29985984
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxy029
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