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Chemometrics: Statistics and Computer Application in Analytical Chemistry, 2nd Edition

ISBN: 978-3-527-31418-8
343 pages
April 2007
Chemometrics: Statistics and Computer Application in Analytical Chemistry, 2nd Edition (3527314180) cover image

Description

This new edition contains 10 percent more worked examples as well as the addition of modern chemometric developments, such as support vector machines, wavelet transformations and multi-way analysis. With its inclusion of statistics, fuzzy theory, databases, and quality assurance, this remains the textbook with the broadest coverage, and retains such proven features as additional information provided in the margin, a glossary of terms plus an overview of suitable chemometric software.
While ideal for students of chemistry, pharmacy, biochemistry and ecology, this is equally useful for scientists in industry and research institutes.
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Table of Contents

What is Chemometrics?
Basic Statistics
Signal Processing and Time-Series Analysis
Optimization and Experimental Design
Pattern Recognition and Classification
Modeling
Analytical Databases
Knowledge Processing and Soft Computing
Quality Assurance and Good Laboratory Practice
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Author Information

Matthias Otto is Professor of Analytical Chemistry at the TU Bergakademie Freiberg in Germany. He was born in Dresden (Germany) and did all his studies at the University of Leipzig. In 1984 he moved to Freiberg (Germany) as a lecturer and was appointed full Professor there in 1987. Since that time he has taught almost all aspects of Analytical Chemistry mainly within the curricula of chemistry, applied sciences and geoecology and organizes courses in basic and advanced chemometrics. He is author and editor of successful textbooks in analytical chemistry.
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New to This Edition

+ For the new edition, 10 percent worked examples have been added
+ Modern chemometric developments like support vector machines, wavelet transformations or multi-way analysis are now included.
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Reviews

"It is an excellent educational text and reference book for all interested in chemometrics and is a useful and valuable addition to any analyst's bookshelf." (Reviews, May 2009)

"Not only written for chemometrics courses within the chemistry curriculum, but also for students of pharmacy, biochemistry and ecology." (International Journal of Environmental and Analytical Chemistry, 2008)

From reviews of the prior edition:

"...I am sure that I will confidently hand this book out to analytical chemists who stop by for guidance." (Technometrics)

"...I have a favorable opinion of the text and would be prepared to use it as a primary reference..." (Microchemical Journal)

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Chemometrics: Statistics and Computer Application in Analytical Chemistry, 2nd Edition (US $127.00)

-and- X-ray Photoelectron Spectroscopy: An introduction to Principles and Practices (US $102.95)

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