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Title Basic chemometric techniques in atomic spectroscopy / Jose M. Andrade-Garda, editor.

Imprint Cambridge : Royal Society of Chemistry, ©2009.


Location Call No. OPAC Message Status
 Axe Books 24x7 Engineering E-Book  Electronic Book    ---  Available
Description 1 online resource (xiii, 300 pages) : illustrations.
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Series RSC Analytical Spectroscopy Series ; 10
RSC Analytical Spectroscopy Series ; 10.
Bibliography Includes bibliographical references and index.
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.
Summary 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 atomic spectrometry. However, the technique is underused as most spectroscopists do not have time to study the often complex literature on the subject. This practical introduction uses conceptual explanations and worked examples to give readers a clear understanding of the technique. Mathematics is.
Subject Atomic spectroscopy.
Atomic spectroscopy. (OCoLC)fst00820619
Chemometrics. (OCoLC)fst01736550
SCIENCE / Spectroscopy & Spectrum Analysis.
Genre/Form Electronic books.
Added Author Andrade-Garda, Jose Manuel.
Other Form: Print version: Basic chemometric techniques in atomic spectroscopy. Cambridge : Royal Society of Chemistry, ©2009 9780854041596 (OCoLC)305165663
ISBN 9781847559661
Standard No. 10.1039/9781847559661 doi
AU@ 000048598465
NZ1 13118588
UKMGB 018021220

Available items only