Chemometrics in Electroanalysis
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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.
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
Autor*in
José Manuel Díaz-Cruz
Themen in »Chemometrics in Electroanalysis«
Chemometrics Electroanalysis Chemometrics in Electrochemistry Electroanalytical chemistry Electrochemical data Electrochemical Data Analysis Data Processing in Electrochemistry soft-modeling electrochmistry deconvolution electrochemistry artificial neural networks electroanalysis artificial neural networks electrochemistry voltammetry
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“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)
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