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CONFOUNDER ADJUSTMENT IN MULTIPLE HYPOTHESIS TESTING

We consider large-scale studies in which thousands of significance tests are performed simultaneously. In some of these studies, the multiple testing procedure can be severely biased by latent confounding factors such as batch effects and unmeasured covariates that correlate with both primary variab...

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Detaylı Bibliyografya
Yayımlandı:Ann Stat
Asıl Yazarlar: Wang, Jingshu, Zhao, Qingyuan, Hastie, Trevor, Owen, Art B.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2017
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC6706069/
https://ncbi.nlm.nih.gov/pubmed/31439967
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/16-AOS1511
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