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Discovering What Dimensionality Reduction Really Tells Us About RNA-Seq Data

Biology is being inundated by noisy, high-dimensional data to an extent never before experienced. Dimensionality reduction techniques such as principal component analysis (PCA) are common approaches for dealing with this onslaught. Though these unsupervised techniques can help uncover interesting st...

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Detalhes bibliográficos
Publicado no:J Comput Biol
Main Authors: Simmons, Sean, Peng, Jian, Bienkowska, Jadwiga, Berger, Bonnie
Formato: Artigo
Idioma:Inglês
Publicado em: Mary Ann Liebert, Inc. 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4523039/
https://ncbi.nlm.nih.gov/pubmed/26098139
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1089/cmb.2015.0085
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