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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
Descripción
Sumario: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.
Descripción Física:1 online resource (xi, 281 pages) : illustrations
Bibliografía:Includes bibliographical references (pages 273-274) and index.
ISBN:9780081026038
008102603X
9780081026229
0081026226