Chemometrics: Statistics And Computer Application In Analytical Chemistry.pdf
Read online or download a free book: Chemometrics: Statistics And Computer Application In Analytical Chemistry
Publisher: Wiley VCH: 3rd Revised edition edition (16 Nov. 2016)
By: Matthias Otto (Author)
Book format: pdf doc docx mobi djvu epub ibooks (*An electronic version of a printed book that can be read on a computer or handheld device designed specifically for this purpose.)
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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