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Beschreibung
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.
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.
Über den Autor
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.
Zusammenfassung

Integrates electrochemistry and chemometric concepts in a uniform and comprehensive source

Offers numerous examples of electrochemical data treatment

Supports easy access to information through structured explanations and extensive illustrative material

Inhaltsverzeichnis
Introduction.- Main characteristics and types of electrochemical data.- Exploratory data analysis.- Experimental design and optimization.- Calibration.- Model identification.- Expert systems in electroanalysis.
Details
Erscheinungsjahr: 2019
Fachbereich: Physikalische Chemie
Genre: Chemie, Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Inhalt: xii
202 S.
ISBN-13: 9783030213831
ISBN-10: 3030213838
Sprache: Englisch
Einband: Gebunden
Autor: Díaz-Cruz, José Manuel
Ariño, Cristina
Esteban, Miquel
Auflage: 1st edition 2019
Hersteller: Springer International Publishing
Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße: 241 x 160 x 18 mm
Von/Mit: José Manuel Díaz-Cruz (u. a.)
Erscheinungsdatum: 15.08.2019
Gewicht: 0,494 kg
Artikel-ID: 116514399

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