Principal component analysis

Principal component analysis is one of the most important and powerful methods in chemometrics as well as in a wealth of other areas. This paper provides a description of how to understand, use, and interpret principal component analysis. The paper focuses on the use of principal component analysis...

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Veröffentlicht in:Analytical methods 2014-01, Vol.6 (9), p.2812-2831
Hauptverfasser: Bro, Rasmus, Smilde, Age K.
Format: Artikel
Sprache:eng
Online-Zugang:Volltext
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Zusammenfassung:Principal component analysis is one of the most important and powerful methods in chemometrics as well as in a wealth of other areas. This paper provides a description of how to understand, use, and interpret principal component analysis. The paper focuses on the use of principal component analysis in typical chemometric areas but the results are generally applicable.
ISSN:1759-9660
1759-9679
DOI:10.1039/C3AY41907J