Chemometrics in spectroscopy: Part 2. Examples

Some of the principles and main methods of chemometrics are illustrated by examples. The examples are from electrochemistry, process analytical chemistry and multivariate imaging. Principal component analysis, partial least squares regression and multivariate image analysis are used to illustrate th...

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Veröffentlicht in:	Spectrochimica acta. Part B: Atomic spectroscopy 2004-09, Vol.59 (9), p.1347
Hauptverfasser:	Geladi, Paul, Lindholm-Sethson, Britta, Nyström, Josefina, Lillhonga, Tom, Lestander, Torbjörn, Burger, Jim
Format:	Artikel
Sprache:	eng
Schlagworte:	Electrochemical impedance spectroscopy Multivariate image analysis Near-infrared spectroscopy Partial least squares regression Principal component analysis Process analytical chemistry Process chemometrics Spectroscopic imaging
Online-Zugang:	Volltext
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Beschreibung
Zusammenfassung:	Some of the principles and main methods of chemometrics are illustrated by examples. The examples are from electrochemistry, process analytical chemistry and multivariate imaging. Principal component analysis, partial least squares regression and multivariate image analysis are used to illustrate the power of chemometrical thinking. The emphasis is on plotting and visualization for showing the salient features of a model or data set.
ISSN:	0584-8547
DOI:	10.1016/j.sab.2004.06.009