Chemometrics Statistics and Computer Application in Analytical Chemistry (pdf)

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Author Matthias Otto
Edition 3
Edition Year 2016
Format PDF
ISBN 9783527340972
Language English
Number Of Pages 363
Publisher Wiley-VCH

Description

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.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.

Additional information

Author

Matthias Otto

Edition

3

Edition Year

2016

Format

PDF

ISBN

9783527340972

Language

English

Number Of Pages

363

Publisher

Wiley-VCH

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