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Introduction to Multivariate Calibration

A Practical Approach

Authors: Olivieri, Alejandro

  • 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
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Buy this book

eBook 59,49 €
price for Spain (gross)
  • ISBN 978-3-319-97097-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 72,79 €
price for Spain (gross)
  • ISBN 978-3-319-97096-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this Textbook

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.

About the authors

Prof. Dr. Alejandro César Olivieri has obtained his B.Sc. in Industrial Chemistry from the Catholic Faculty of Chemistry and Engineering, Argentina, in 1982, and his Ph.D. from the Faculty of Biochemical and Pharmaceutical Sciences, University of Rosario, Argentina, in 1986. He currently works in the Department of Analytical Chemistry of the latter Faculty, and is a fellow of the National Research Council of Argentina (CONICET). He has published about 200 scientific papers in international journals, several books and book chapters and supervised ten Ph.D. theses. He was John Simon Guggenheim Memorial Foundation fellow (2001-2002). His primary research field is multivariate calibration, including first- and higher-order models, analytical figures of merit and software development.


Reviews

“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)


Table of contents (13 chapters)

Table of contents (13 chapters)
  • Chemometrics and Multivariate Calibration

    Pages 1-17

    Olivieri, Alejandro C.

  • The Classical Least-Squares Model

    Pages 19-38

    Olivieri, Alejandro C.

  • The Inverse Least-Squares Model

    Pages 39-56

    Olivieri, Alejandro C.

  • Principal Component Analysis

    Pages 57-71

    Olivieri, Alejandro C.

  • Principal Component Regression

    Pages 73-86

    Olivieri, Alejandro C.

Buy this book

eBook 59,49 €
price for Spain (gross)
  • ISBN 978-3-319-97097-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 72,79 €
price for Spain (gross)
  • ISBN 978-3-319-97096-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Introduction to Multivariate Calibration
Book Subtitle
A Practical Approach
Authors
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-319-97097-4
DOI
10.1007/978-3-319-97097-4
Hardcover ISBN
978-3-319-97096-7
Edition Number
1
Number of Pages
XVII, 243
Number of Illustrations
2 b/w illustrations, 156 illustrations in colour
Topics