Blind estimation and correction of microarray batch effect

Microarray batch effect (BE) has been the primary bottleneck for large-scale integration of data from multiple experiments. Current BE correction methods either need known batch identities (ComBat) or have the potential to overcorrect, by removing true but unknown biological differences (Surrogate V...

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Detaylı Bibliyografya
Yayımlandı:PLoS One
Yazar: Varma, Sudhir
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Public Library of Science 2020
Konular:
Research Article
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC7145015/
https://ncbi.nlm.nih.gov/pubmed/32271844
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0231446
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