Chemometrics: From Basics to Wavelet Transform

Chemometrics: From Basics to Wavelet Transform
ISBN-10
0471454737
ISBN-13
9780471454731
Series
Chemometrics
Category
Science
Pages
336
Language
English
Published
2004-04-23
Publisher
John Wiley & Sons
Authors
Foo-Tim Chau, Yi-Zeng Liang, Junbin Gao

Description

Wavelet Transformations and Their Applications in Chemistry pioneers a new approach to classifying existing chemometric techniques for data analysis in one and two dimensions, using a practical applications approach to illustrating chemical examples and problems. Written in a simple, balanced, applications-based style, the book is geared to both theorists and non-mathematicians. This text emphasizes practical applications in chemistry. It employs straightforward language and examples to show the power of wavelet transforms without overwhelming mathematics, reviews other methods, and compares wavelets with other techniques that provide similar capabilities. It uses examples illustrated in MATLAB codes to assist chemists in developing applications, and includes access to a supplementary Web site providing code and data sets for work examples. Wavelet Transformations and Their Applications in Chemistry will prove essential to professionals and students working in analytical chemistry and process chemistry, as well as physical chemistry, spectroscopy, and statistics.

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