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State estimation in chemometrics : the Kalman filter and beyond /

This unique text blends together state estimation and chemometrics for the application of advanced data-processing techniques. State Estimation in Chemometrics, second edition describes the basic methods for chemical analysis-the multicomponent, calibration and titration systems-from a new perspecti...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Thijssen, P. C. (Pierre Cornelis) (Autor), Hadjiloucas, Sillas (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Duxford : Woodhead Publishing, an imprint of Elsevier, [2020]
Edición:Second edition.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Thijssen, P. C.  |q (Pierre Cornelis),  |e author. 
245 1 0 |a State estimation in chemometrics :  |b the Kalman filter and beyond /  |c Pierre Thijssen, Sillas Hadjiloucas. 
250 |a Second edition. 
264 1 |a Duxford :  |b Woodhead Publishing, an imprint of Elsevier,  |c [2020] 
264 4 |c ©2020 
300 |a 1 online resource (xi, 281 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
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504 |a Includes bibliographical references (pages 273-274) and index. 
520 |a This unique text blends together state estimation and chemometrics for the application of advanced data-processing techniques. State Estimation in Chemometrics, second edition describes the basic methods for chemical analysis-the multicomponent, calibration and titration systems-from a new perspective. It succinctly reviews the history of state estimation and chemometrics and provides examples of its many applications, including classical estimation, state estimation, nonlinear estimation, the multicomponent, calibration and titration systems and the Kalman filter. The concepts are introduced in a logical way and built up systematically to appeal to specialist post-graduates working in this area as well as professionals in other areas of chemistry and engineering. This new edition covers the latest research in chemometrics, appealing to readers in bio-engineering, food science, pharmacy, and the life sciences fostering cross-disciplinary research. 
590 |a Knovel  |b ACADEMIC - Chemistry & Chemical Engineering 
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650 0 |a Kalman filtering. 
650 6 |a Chimiométrie. 
650 6 |a Filtre de Kalman. 
650 7 |a Chemometrics  |2 fast  |0 (OCoLC)fst01736550 
650 7 |a Kalman filtering  |2 fast  |0 (OCoLC)fst00985838 
700 1 |a Hadjiloucas, Sillas,  |e author. 
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