Sequential projection pursuit principal component analysis--dealing with missing data associated with new -omics technologies

Principal Component Analysis (PCA) is a common exploratory tool used to evaluate large complex data sets. The resulting lower-dimensional representations are often valuable for pattern visualization, clustering, or classification of the data. However, PCA cannot be applied directly to many -omics da...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:BioTechniques. - 1988. - 54(2013), 3 vom: 01. März, Seite 165-8
1. Verfasser: Webb-Robertson, Bobbie-Jo M (VerfasserIn)
Weitere Verfasser: Matzke, Melissa M, Metz, Thomas O, McDermott, Jason E, Walker, Hyunjoo, Rodland, Karin D, Pounds, Joel G, Waters, Katrina M
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2013
Zugriff auf das übergeordnete Werk:BioTechniques
Schlagworte:Journal Article Research Support, N.I.H., Extramural Research Support, U.S. Gov't, Non-P.H.S.