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Factor Analysis in Chemistry - Hardcover

 
9780471058816: Factor Analysis in Chemistry

Synopsis

Covers the theory, practice, and applications of factor analysis in chemistry—a mathematical technique for studying matrices of data. Applications include component analysis, nuclear magnetic resonance, and gas-liquid chromatography. Stresses the target-transformation version for its model-testing capabilities. Presupposes knowledge of physical chemistry, and matrix algebra in the case of the more theoretical material.

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The fundamentals of the discipline, now complete with the latest experimental research and techniques

Factor analysis is a mathematical tool for examining a wide range of data sets, with applications especially important to the design of experiments (DOE), spectroscopy, chromatography, and chemometrics. Whereas the first two editions concentrated on standardizing the fundamentals of this emerging discipline, the Third Edition of Factor Analysis in Chemistry, the "bible" of factor analysis, proves a comprehensive handbook at a level that is consistent with the research and design of experiments today.

With the exception of updates, the introductory chapters remain unchanged. Chapter 6 has been edited to focus on evolutionary methods, including window factor analysis, transmutation, and DECRA. Selections on partial least squares and multimode analysis have been expanded and consolidated into two new chapters, 7 and 8. Some of the latest advances in a wide variety of fields, such as chromatography, NMR, biomedicine, environmental science, food, and fuels, are described in the applications chapters (chapters 9 through 12).

Other features of the text include:
* Provides history of the discipline as well as theory, philosophy, and applications
* Written for all readership levels: introductory, intermediate, and advanced
* Explains complicated concepts in simple language without sacrificing mathematical rigor
* Presents concepts and programs in a style that allows the user to develop programs in any computer language
* Demonstrates the utility of various factor analytical techniques for solving practical problems in chemistry and related sciences
* Showcases a unique presentation of partial least squares

Factor Analysis in Chemistry, Third Edition remains the premier reference in its field.

About the Author

EDMUND R. MALINOWSKI, PhD, is Emeritus Professor of Chemistry at the Stevens Institute of Technology in Hoboken, New Jersey.

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Howery, Darryl G., Malinowski, Edmund R.
ISBN 10: 0471058815 ISBN 13: 9780471058816
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Edmund R. Malinowski et Darryl G. Howery
Published by John Wiley & Sons Inc, 1980
ISBN 10: 0471058815 ISBN 13: 9780471058816
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No jacket. Condition: Bon. Ancien livre de bibliothèque. Légères traces d'usure sur la couverture. Salissures sur la tranche. Sans jaquette. Edition 1980. Ammareal reverse jusqu'à 15% du prix net de cet article à des organisations caritatives. ENGLISH DESCRIPTION Book Condition: Used, Good. Former library book. Slight signs of wear on the cover. Stains on the edge. No dust jacket. Edition 1980. Ammareal gives back up to 15% of this item's net price to charity organizations. Seller Inventory # D-589-641

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