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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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Shranjeno v:
Bibliografske podrobnosti
izdano v:Biostatistics
Main Authors: Gerard, David, Stephens, Matthew
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2018
Teme:
Online dostop: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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