Diaz-Cruz J , Esteban M Chemometrics in Electroanalysis 2019

Textbook in PDF format

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.
Main Characteristics and Types of Electroanalytical Data
Exploratory Data Analysis
Experimental Design and Optimization
Multivariate Calibration
Multivariate Curve Resolution
Future Trends