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...
Saved in:
| Other Authors | |
|---|---|
| Format | Electronic eBook |
| Language | English |
| Published |
Cambridge :
RSC Pub.,
2013.
|
| Edition | 2nd ed. |
| Series | RSC analytical spectroscopy monographs ;
13. |
| Subjects | |
| Online Access | Full text |
| ISBN | 9781849739344 184973934X 9781680158168 1680158163 1849737967 9781849737968 9781782625445 1782625445 |
| ISSN | 2041-9732 ; |
| Physical Description | 1 online resource (xviii, 412 pages) : illustrations |
Cover
| LEADER | 00000cam a2200000 a 4500 | ||
|---|---|---|---|
| 001 | kn-ocn854569182 | ||
| 003 | OCoLC | ||
| 005 | 20240717213016.0 | ||
| 006 | m o d | ||
| 007 | cr cn||||||||| | ||
| 008 | 130716s2013 enkad ob 001 0 eng d | ||
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| 020 | |a 9781849739344 |q (electronic bk.) | ||
| 020 | |a 184973934X |q (electronic bk.) | ||
| 020 | |a 9781680158168 |q (electronic bk.) | ||
| 020 | |a 1680158163 |q (electronic bk.) | ||
| 020 | |z 1849737967 | ||
| 020 | |z 9781849737968 | ||
| 020 | |a 9781782625445 |q (e-book) | ||
| 020 | |a 1782625445 | ||
| 035 | |a (OCoLC)854569182 |z (OCoLC)1063436207 |z (OCoLC)1124417058 | ||
| 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 | |
| 506 | |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty | ||
| 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 Knovel (All titles) | ||
| 650 | 0 | |a Atomic spectroscopy. | |
| 650 | 0 | |a Chemometrics. | |
| 655 | 7 | |a elektronické knihy |7 fd186907 |2 czenas | |
| 655 | 9 | |a electronic books |2 eczenas | |
| 700 | 1 | |a Andrade-Garda, José M. | |
| 830 | 0 | |a RSC analytical spectroscopy monographs ; |v 13. |x 2041-9732 | |
| 856 | 4 | 0 | |u https://proxy.k.utb.cz/login?url=https://app.knovel.com/hotlink/toc/id:kpBCTASE0T/basic-chemometric-techniques?kpromoter=marc |y Full text |