Basic Chemometric Techniques in Atomic Spectroscopy (eBook, PDF)

Redaktion: Andrade-Garda, Jose

• Format: PDF

Produktdetails

• Verlag: RSC
• Seitenzahl: 247
• Erscheinungstermin: 26. Mai 2009
• Englisch
• ISBN-13: 9781847559661
• Artikelnr.: 49871960

Autorenporträt

Jose Andrade-Garda is based in the Department of Analytical Chemistry at the University of A Coru±a where he specializes in quality control and chemometrics. Within the field of chemometrics, his main interests are multivariate regression and pattern recognition methods. In the atomic spectrometry arena, he has applied formal optimization techniques to optimize analytical protocols and used multivariate regression tools to cope with spectral and chemical interferences in ETAAS.

Inhaltsangabe

An overview of atomic spectrometric techniques
Classical linear regression by the least squares method
Implenting a robust methodology: experimental designs and optimisation
Ordinary multiple linear regression and principal components regression
Partial least-squares regression
Multivariate regression using artificial neural networks and support vector mechines
Index