This book summarizes studies and major materials on data compression methods in analytical spectroscopy, including some important topics on imaging. Its rigorous mathematical basis, in-depth detailed description, and numerous examples of the applications in chemistry and physics will be of value for theorists, practitioners, and students specializing in spectroscopy, chemometrics, and analytical chemistry. This text differs from existing brief reviews and articles on this topic in that it forms, for the first time, an overview of all kinds of compression methods in spectroscopy. In addition, it provides quickly reproducible computer calculations, illustrating its significant theoretical statements. As such, it can also serve as a practical guide to lecturers in spectroscopy, chemometrics, and analytical chemistry.
Author(s): Joseph Dubrovkin
Edition: 1
Publisher: Cambridge Scholars Publishing
Year: 2022
Language: English
Pages: 371
City: Newcastle upon Tyne
Table of Contents
Preface
About the Structure of the Book
Abbreviations
Part I
Introduction
Chapter One
Chapter Two
Chapter Three
Chapter Four
Part II
Introduction
Chapter One
Chapter Two
Chapter Three
Chapter Four
Chapter Five
Part III
Introduction
Chapter One
Chapter Two
Chapter Three
Chapter Four
Chapter Five
Chapter Six
Chapter Seven
Chapter Eight
Part IV
Introduction
Chapter One
Chapter Two
Chapter Three
Chapter Four
Appendix A
Appendix B
Appendix C
Appendix D
Appendix E
Appendix F
Appendix G
Appendix H
Bibliography
Index
