Chemometrics: From Basics to Wavelet Transform

Foo-tim Chau,Yi-Zeng Liang,Junbin Gao,Xue-Guang Shao

Chemometrics: From Basics to Wavelet Transform
Format
Hardback
Publisher
John Wiley and Sons Ltd
Country
United States
Published
16 April 2004
Pages
316
ISBN
9780471202424

Chemometrics: From Basics to Wavelet Transform

Foo-tim Chau,Yi-Zeng Liang,Junbin Gao,Xue-Guang Shao

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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