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Chemometrics in Electroanalysis

  • José Manuel Díaz-Cruz
  • Miquel Esteban
  • Cristina Ariño

Part of the Monographs in Electrochemistry book series (MOEC)

Table of contents

  1. Front Matter
    Pages i-xii
  2. José Manuel Díaz-Cruz, Miquel Esteban, Cristina Ariño
    Pages 1-5
  3. José Manuel Díaz-Cruz, Miquel Esteban, Cristina Ariño
    Pages 7-31
  4. José Manuel Díaz-Cruz, Miquel Esteban, Cristina Ariño
    Pages 33-67
  5. José Manuel Díaz-Cruz, Miquel Esteban, Cristina Ariño
    Pages 69-86
  6. José Manuel Díaz-Cruz, Miquel Esteban, Cristina Ariño
    Pages 87-129
  7. José Manuel Díaz-Cruz, Miquel Esteban, Cristina Ariño
    Pages 131-183
  8. José Manuel Díaz-Cruz, Miquel Esteban, Cristina Ariño
    Pages 185-192
  9. Back Matter
    Pages 193-202

About this book

Introduction

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.

Keywords

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

Authors and affiliations

  • José Manuel Díaz-Cruz
    • 1
  • Miquel Esteban
    • 2
  • Cristina Ariño
    • 3
  1. 1.Faculty of ChemistryUniversity of BarcelonaBarcelonaSpain
  2. 2.Faculty of ChemistryUniversity of BarcelonaBarcelonaSpain
  3. 3.Faculty of ChemistryUniversity of BarcelonaBarcelonaSpain

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-21384-8
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Chemistry and Materials Science
  • Print ISBN 978-3-030-21383-1
  • Online ISBN 978-3-030-21384-8
  • Series Print ISSN 1865-1836
  • Series Online ISSN 1865-1844
  • Buy this book on publisher's site