Chemometrics in Electroanalysis - Fundamentals and Applications

This monograph covers the most relevant applications of chemometrics in electrochemistry with special emphasis on electroanalytical chemistry. It reviews the use of chemometric methods for exploratory data analysis, experimental design and optimization, calibration, model identification, and experts systems. The book also provides a brief introduction to the fundamentals of the main chemometric methods and offers examples of data treatment for calibration and model identification. Due to the comprehensive coverage, this book offers an invaluable resource for graduate and postgraduate students, as well as for researchers in academic and industrial laboratories working in the area of electroanalysis and electrochemical sensors.

List of contents

Introduction.- Main characteristics and types of electrochemical data.- Exploratory data analysis.- Experimental design and optimization.- Calibration.- Model identification.- Expert systems in electroanalysis. 

About the author

Miquel Esteban is Professor, Cristina Ariño and José Manuel Díaz-Cruz are Associated Professors at the Department of Chemical Engineering and Analytical Chemistry in the University of Barcelona.

Report

"To the best of my knowledge, this is the unique book giving an exhaustive overview of chemometric techniques applied to the specific and peculiar field of electroanalysis. ... The present book is a valuable contribution in the field of chemometrics applied to electroanalysis." (Florence Lagarde, Analytical and Bioanalytical Chemistry, Vol. 412, 2020)

Product details

• Authors: Cris Ariño, Cristina Ariño, José Manue Díaz-Cruz, José Manuel Díaz-Cruz, Mique Esteban, Miquel Esteban
• Publisher: Springer, Berlin
• Languages: English
• Product format: Hardback
• Released: 01.01.2019
• EAN: 9783030213831
• ISBN: 978-3-0-3021383-1
• No. of pages: 202
• Dimensions: 162 mm x 239 mm x 18 mm
• Weight: 484 g
• Illustrations: XII, 202 p.
• Series: Monographs in Electrochemistry
• Subjects: Natural sciences, medicine, IT, technology > Chemistry > Physical chemistry; Analytische Chemie, B, Chemoinformatik, chemistry, Chemistry and Materials Science, electrochemistry, Information technology: general issues, Analytical Chemistry, Chemoinformatics, Computational Chemistry, Computer Applications in Chemistry, artificial neural networks electroanalysis, voltammetry, artificial neural networks electrochemistry