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Independent filtering increases detection power for high-throughput experiments

With high-dimensional data, variable-by-variable statistical testing is often used to select variables whose behavior differs across conditions. Such an approach requires adjustment for multiple testing, which can result in low statistical power. A two-stage approach that first filters variables by...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Bourgon, Richard, Gentleman, Robert, Huber, Wolfgang
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: National Academy of Sciences 2010
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC2906865/
https://ncbi.nlm.nih.gov/pubmed/20460310
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.0914005107
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