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Chemometrics
Statistics and Computer Application in Analytical Chemistry
Synopsis
The third edition of this long-selling introductory textbook and ready reference covers all pertinent topics, from basic statistics via modeling and databases right up to the latest regulatory issues.
The experienced and internationally recognized author, Matthias Otto, introduces the statistical-mathematical evaluation of chemical measurements, especially analytical ones, going on to provide 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 equally covered as are applications of multiway analysis, artificial intelligence, fuzzy theory, neural networks, and genetic algorithms. The new edition has 10% new content to cover such recent developments as orthogonal signal correction and new data exchange formats, tree based classification and regression, independent component analysis, ensemble methods and neuro-fuzzy systems. It still retains, however, the proven features from previous editions: worked examples, questions and problems, additional information and brief explanations in the margin.
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What Reviewers Are Saying
"Chemometrics is an excellent basic textbook on the fundamental principles of classical methods of
chemometrics in analytical chemistry. It is also an up-to date overview of new techniques and new applications of chemometrics as an interdisciplinary and continuing-to grow area. Chemometrics can be highly recommended to anyone working in this field" Gerald Steiner on behalf of Springer, 27/07/2017 "Das Buch zeigt Verfahren zum Umgang mit Daten etc. Zusatzlich werden komplexere Themen wie PCA sehr gut dargestellt."
Christian Lutz, TU Clausthal