Basic Chemometric Techniques in Atomic Spectroscopy (2nd Edition)

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
Main Author Andrade-Garda José M
Format eBook Book
LanguageEnglish
Published Cambridge Royal Society of Chemistry (RSC) 2013
Royal Society of Chemistry
Royal Society of Chemistry, The
RSC Pub
Edition2
SeriesRSC analytical spectroscopy monographs
Subjects
Atomic spectroscopy
Chemometrics
Micro
Multivariate analysis
Nanofabrication & Manufacturing
Nanotechnology
Online AccessGet full text
ISBN1849737967
9781849737968

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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 kept to a minimum but, when required, is kept at a basic level. Practical considerations, interpretations and troubleshooting are emphasized and literature surveys are included to guide the reader to further work. The same dataset is used for all chapters dealing with calibration to demonstrate the differences between the different methodologies.
Bibliography:Includes bibliographical references and index
ISBN:1849737967
9781849737968