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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cambridge :
RSC Pub.,
2013.
|
| Edición: | 2nd ed. |
| Colección: | RSC analytical spectroscopy monographs ;
13. |
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 245 | 0 | 0 | |a Basic chemometric techniques in atomic spectroscopy / |c edited by José M. Andrade-Garda. |
| 250 | |a 2nd ed. | ||
| 260 | |a Cambridge : |b RSC Pub., |c 2013. | ||
| 300 | |a 1 online resource (xviii, 412 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a RSC analytical spectroscopy monographs, |x 2041-9732 ; |v 13 | |
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a 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 | |
| 520 | |a 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. | ||
| 590 | |a Knovel |b ACADEMIC - Nanotechnology | ||
| 650 | 0 | |a Atomic spectroscopy. | |
| 650 | 0 | |a Chemometrics. | |
| 650 | 6 | |a Spectroscopie atomique. | |
| 650 | 6 | |a Chimiométrie. | |
| 650 | 7 | |a SCIENCE |x Physics |x Astrophysics. |2 bisacsh | |
| 650 | 7 | |a Atomic spectroscopy. |2 fast |0 (OCoLC)fst00820619 | |
| 650 | 7 | |a Chemometrics. |2 fast |0 (OCoLC)fst01736550 | |
| 700 | 1 | |a Andrade-Garda, José M. | |
| 830 | 0 | |a RSC analytical spectroscopy monographs ; |v 13. |x 2041-9732 | |
| 856 | 4 | 0 | |u https://appknovel.uam.elogim.com/kn/resources/kpBCTASE0T/toc |z Texto completo |
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