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Synopsis
The field of chemometrics is the bridge between chemistry and mathematics. It is applied for interpreting, evaluating and analyzing data resulting from analytical measurements, to obtain a maximum of information from the data. This book covers the subject.
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Review
"...I am sure that I will confidently hand this book out to analytical chemists who stop by for guidance." ( Technometrics, Vol. 42, No. 4, May 2001)
"...I have a favorable opinion of the text and would be prepared to use it as a primary reference..." (Microchemical Journal, Vol. 68, 2001)
From the Back Cover
Matthias Otto Chemometrics Statistics and Computer Application in Analytical Chemistry Chemometrics easy to understand! Chemometrics are becoming more and more important for the evaluation of analytical data. Work in a modern lab is almost unthinkable without the use of statistical methods and computer–based data analysis. This new textbook is especially suited to give you a comprehensive overview of all areas of chemometrics. Based on the most important fundamentals of statistics, the author provides a modern approach to signal processing, designing and optimizing experiments, pattern recognition and classification as well as modeling simple and nonlinear relationships. Analytical databases are covered as well as applications of artificial intelligence, fuzzy theory, neural networks, or genetic algorithms. Numerous worked examples and helpful comments in the margin make reading and understanding easy. Students of chemistry, pharmacy, biochemistry, or ecology will find everything they need to know about chemometrics. Also scientists in industry and research will find this book a useful introduction. Matthias Otto has offered courses on chemometrices for many years and has held lectures at leading universities.
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- PublisherWiley-VCH Verlag GmbH
- Publication date1998
- ISBN 10 3527288953
- ISBN 13 9783527288953
- BindingHardcover
- LanguageEnglish
- Number of pages350
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