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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Bibliographische Detailangaben
Veröffentlicht in:J Comput Biol
Hauptverfasser: Simmons, Sean, Peng, Jian, Bienkowska, Jadwiga, Berger, Bonnie
Format: Artigo
Sprache:Inglês
Veröffentlicht: Mary Ann Liebert, Inc. 2015
Schlagworte:
Research Articles
Online Zugang: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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