Practical Three-Way Calibration

Author: Olivieri   Alejandro;Escandar   Graciela M.  

Publisher: Elsevier Science‎

Publication year: 2014

E-ISBN: 9780124104549

P-ISBN(Paperback): 9780124104082

P-ISBN(Hardback):  9780124104082

Subject: O65 Analytical Chemistry

Language: ENG

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Description

Practical Three-Way Calibration is an introductory-level guide to the complex field of analytical calibration with three-way instrumental data. With minimal use of mathematical/statistical expressions, it walks the reader through the analytical methodologies with helpful images and step-by-step explanations. Unlike other books on the subject, there is no need for prior programming experience and no need to learn programming languages. Easy-to-use graphical interfaces and intuitive descriptions of mathematical and statistical concepts make three-way calibration methodologies accessible to analytical chemists and scientists in a wide range of disciplines in industry and academia.

  • Numerous detailed examples of slowly increasing complexity
  • Exposure to several different data sets and techniques through figures and diagrams
  • Computer program screenshots for easy learning without prior knowledge of programming languages
  • Minimal use of mathematical/statistical expressions

Chapter

Front Cover

pp.:  1 – 4

Copyright

pp.:  5 – 6

Dedication

pp.:  6 – 8

Contents

pp.:  8 – 10

Preface

pp.:  10 – 12

Foreword

pp.:  12 – 14

Acknowledgments

pp.:  14 – 16

Chapter 2 - Data Properties

pp.:  26 – 42

Chapter 3 - Experimental Three-way/Second-order Data

pp.:  42 – 62

Chapter 4 - The MVC2 Software

pp.:  62 – 80

Chapter 5 - Parallel Factor Analysis: Trilinear Data

pp.:  80 – 108

Chapter 6 - Analytical Figures of Merit

pp.:  108 – 124

Chapter 7 - Parallel Factor Analysis: Nontrilinear Data of Type 1

pp.:  124 – 142

Chapter 8 - Multivariate Curve Resolution–Alternating Least-Squares

pp.:  142 – 172

Chapter 9 - Partial Least-Squares with Residual Bilinearization

pp.:  172 – 212

Chapter 10 - Three-way/Second-order Standard Addition

pp.:  212 – 232

Chapter 11 - Third-order/Four-way Calibration and Beyond

pp.:  232 – 248

Chapter 12 - Application Example: PARAFAC

pp.:  248 – 266

Chapter 13 - Application Example: MCR–ALS

pp.:  266 – 288

Chapter 14 - Application Example: U-PLS/RBL

pp.:  288 – 306

Chapter 15 - Solutions to Homework

pp.:  306 – 324

Index

pp.:  324 – 330

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