 Factor Analysis in Chemistry, 3rd Edition
ISBN: 978-0-471-13479-4
Hardcover
432 pages
March 2002
US $145.00
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Preface.
Preface to the Second Edition.
Preface to the First Edition.
Historical Perspective of the Author.
Prologue.
Introduction.
Main Steps.
Mathematical Formulation of Target Factor Analysis.
Effects of Experimental Error on Target Factor Analysis.
Numerical Examples of Target Factor Analysis.
Evolutionary Methods.
Multimode Factor Analysis.
Partial Least-Squares Regression.
Component Analysis.
Nuclear Magnetic Resonance.
Chromatography.
Additional Applications.
Appendix A: Pseudoinverse.
Appendix B: Toolbox for Chemical Factor Analysis.
Appendix C: MATLAB Programs.
Bibliography.
Author Index.
Subject Index.
Preface to the Second Edition.
Preface to the First Edition.
Historical Perspective of the Author.
Prologue.
Introduction.
Main Steps.
Mathematical Formulation of Target Factor Analysis.
Effects of Experimental Error on Target Factor Analysis.
Numerical Examples of Target Factor Analysis.
Evolutionary Methods.
Multimode Factor Analysis.
Partial Least-Squares Regression.
Component Analysis.
Nuclear Magnetic Resonance.
Chromatography.
Additional Applications.
Appendix A: Pseudoinverse.
Appendix B: Toolbox for Chemical Factor Analysis.
Appendix C: MATLAB Programs.
Bibliography.
Author Index.
Subject Index.
