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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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Detalles Bibliográficos
Autor principal: Varma, Sudhir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7145015/
https://www.ncbi.nlm.nih.gov/pubmed/32271844
http://dx.doi.org/10.1371/journal.pone.0231446