Basic chemometric techniques in atomic spectroscopy /

This is the first book for atomic spectroscopists to present the basic principles of experimental designs, optimization and multivariate regression. Multivariate regression is a valuable statistical method for handling complex problems (such as spectral and chemical interferences) which arise during...

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Bibliographic Details
Other Authors:	Andrade-Garda, Jose Manuel
Format:	eBook
Language:	English
Published:	Cambridge : RSC Pub., [2009]
Series:	RSC analytical spectroscopy monographs ; 10.
Subjects:	Atomic spectroscopy. Chemometrics. Analytical Chemistry. Chemistry. Physical Sciences & Mathematics. SCIENCE > Spectroscopy & Spectrum Analysis. Handbooks Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

A general overview of atomic spectrometric techniques / Alfredo Sanz-Medel, Rosario Pereiro and José Manuel Costa-Fernández
Implementing a robust methodology : experimental design and optimization / Xavier Tomás Morer, Lucinio González-Sabaté, Laura Fernández-Ruano and María Paz Gómez-Carracedo
Ordinary multiple linear regression and principal components regression / Joan Ferré-Baldrich and Ricard Boqué-Martí
Partial least-squares regression / Jose Manuel Andrade-Garda, Ricard Boqué-Martí, Joan Ferré-Baldrich and Alatzne Carlosena-Zubieta
Multivariate regression using artificial neural networks / Jose Manuel Andrade-Garda, Alatzne Carlosena-Zubieta, María Paz Gómez-Carracedo and Marcos Gestal-Pose.