Introduction to Multivariate Calibration
A Practical Approach
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Beschreibung
This book offers an introductory-level guide to the complex field of multivariate analytical calibration, with particular emphasis on real applications such as near infrared spectroscopy. It presents intuitive descriptions of mathematical and statistical concepts, illustrated with a wealth of figures and diagrams, and consistently highlights physicochemical interpretation rather than mathematical issues. In addition, it describes an easy-to-use and freely available graphical interface, together with a variety of appropriate examples and exercises. Lastly, it discusses recent advances in the field (figures of merit, detection limit, non-linear calibration, method comparison), together with modern literature references.
This book offers an introductory-level guide to the complex field of multivariate analytical calibration, with particular emphasis on real applications such as near infrared spectroscopy. It presents intuitive descriptions of mathematical and statistical concepts, illustrated with a wealth of figures and diagrams, and consistently highlights physicochemical interpretation rather than mathematical issues. In addition, it describes an easy-to-use and freely available graphical interface, together with a variety of appropriate examples and exercises. Lastly, it discusses recent advances in the field (figures of merit, detection limit, non-linear calibration, method comparison), together with modern literature references.
Introduces difficult concepts in a qualitative way with minimal use of mathematics Describes a freely available software for practical work Includes both theoretical and practical exercises to illustrate the content Highlights the latest advances in multivariate calibration models, mathematical pre-processing and analytical figures of merit Includes supplementary material: sn.pub/extras
Autor*in
Alejandro C. Olivieri
Themen in »Introduction to Multivariate Calibration«
Multivariate calibration Partial least-squares regression Analytical figures of merit Software for multivariate models Spectral pre-processing Direct and inverse calibration models MVC1 software Chemometrics introduction Multivariate calibration textbook Guide to multivariate calibration First-Order Multivariate Calibration
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Selected by Choice magazine as an Outstanding Academic Title for 2019
“Rich, concrete examples are lavishly illustrated, and ample references are provided. The text overall is challenging and rewarding for students and specialists alike.” (A. E. Viste, emeritus, Choice, Vol. 56 (10), June, 2019)
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