State Estimation in Chemometrics: The Kalman Filter and Beyond
Thijssen, Pierre C.
Hadjiloucas, Sillas
State Estimation in Chemometrics: The Kalman Filter and Beyond, Second Edition includes contributions from Dr. Sillas Hadjiloucas who presents the latest research in chemometrics, along with tactics on how to widen its appeal to professionals in bio-engineering, food science, pharmacy, the life sciences, and other industries. In addition, the book hopes to foster a cross disciplinary approach to the topic. Features a new chapter surveying the most up-to-date scientific literature on chemometrics, highlighting developments that have occurred since the first edition publishedIncludes a new section on applications for state estimation in chemometricsProvides real-life examples of methods, such as multiple modeling, iterative target transformation factor analysis, combined chromatography and spectroscopy INDICE: 1. Classical estimation2. State estimation3. Statistics4. Non-linear estimation5. The multi-component system6. The calibration system7. The titration system8. Multiple modelling9. Principal components10. Standard addition11. Chemometrics surveyAppendix: Matrix fundamentals; Statistics fundamentals; Square root filtering
- ISBN: 978-0-08-102603-8
- Editorial: Woodhead Publishing
- Encuadernacion: Rústica
- Páginas: 154
- Fecha Publicación: 01/07/2019
- Nº Volúmenes: 1
- Idioma: Inglés