Factor Analysis in Chemistry

Rok: 2002
ISBN: 9780471134794
OKCZID: 110013758

Citace (dle ČSN ISO 690):
MALINOWSKI, Edmund R. Factor analysis in chemistry. Third edition. New York: Wiley-Interscience, 2002. xviii, 414 stran.

Hodnocení: 4.5 / 5 (6 hlasů)

Anotace

Factor analysis is a mathematical tool for examining a wide range of data sets, with applications especially important to the design of experiments (DOE), spectroscopy, chromatography, and chemometrics. Whereas the first two editions concentrated on standardizing the fundamentals of this emerging discipline, the Third Edition of Factor Analysis in Chemistry, the "bible" of factor analysis, proves a comprehensive handbook at a level that is consistent with the research and design of experiments today. With the exception of updates, the introductory chapters remain unchanged. Chapter 6 has been edited to focus on evolutionary methods, including window factor analysis, transmutation, and DECRA. Selections on partial least squares and multimode analysis have been expanded and consolidated into two new chapters, 7 and 8. Some of the latest advances in a wide variety of fields, such as chromatography, NMR, biomedicine, environmental science, food, and fuels, are described in the applications chapters (chapters 9 through 12). Other features of the book include:Provides history of the discipline as well as theory, philosophy, and applicationsWritten for all readership levels: introductory, intermediate, and advancedExplains complicated concepts in simple language without sacrificing mathematical rigorPresents concepts and programs in a style that allows the user to develop programs in any computer languageDemonstrates the utility of various factor analytical techniques for solving practical problems in chemistry and related sciencesShowcases a unique presentation of partial least squares

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