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Basic Chemometric Techniques in Atomic Spectroscopy
(RSC Analytical Spectroscopy Monographs)
By
Jose Manuel Andrade-Garda
Publisher
Royal Society of Chemistry
Number Of Pages: 247
Publication Date: 2009-08
ISBN-10 / ASIN: 0854041591
ISBN-13 / EAN: 9780854041596
:gift::gift:
Basic Chemometric Techniques in Atomic Spectroscopy
(RSC Analytical Spectroscopy Monographs)
By
Jose Manuel Andrade-Garda
Publisher
Royal Society of Chemistry
Number Of Pages: 247
Publication Date: 2009-08
ISBN-10 / ASIN: 0854041591
ISBN-13 / EAN: 9780854041596
BooK Description
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.
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.
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