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Sprache:
Englisch
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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 |
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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 |