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 Electronic eBook
LanguageEnglish
Published Cambridge : RSC Pub., ©2009.
SeriesRSC analytical spectroscopy monographs ; 10.
Subjects
Atomic spectroscopy.
Chemometrics.
elektronické knihy
electronic books
Online AccessFull text
ISBN9781615833504
1615833501
9781847559661
1847559662
9780854041596
0854041591
Physical Description1 online resource (xiii, 300 pages) : illustrations

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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.

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