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.
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1. Introduction
2. Classical estimation
3. State estimation
4. Statistics
5. Nonlinear estimation
6. The multicomponent system
7. The calibration system
8. The titration system
9. Miscellaneous
10. Subspace identification methods
11. New applications
12. Recent advances in chemometrics
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A thorough guide for the correct development of linear and nonlinear models to solve chemical problems
Features a new chapter surveying the most up-to-date scientific literature on chemometrics, highlighting developments that have occurred since the first edition published
Includes a new chapter devoted to new applications for state estimation in chemometrics
Covers a new chapter entirely devoted to subspace identification methods
Provides several new real-life examples of methods such as multiple modeling, principal component analysis, iterative target transformation factor analysis, and the generalized standard addition method
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Produktdetaljer
ISBN
9780081026038
Publisert
2020-08-17
Utgave
2. utgave
Utgiver
Elsevier Science & Technology; Woodhead Publishing Ltd
Vekt
220 gr
Høyde
229 mm
Bredde
152 mm
Aldersnivå
U, 05
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
294