Chemometrics From Basics to Wavelet Transform
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- Engels
- Hardcover
- 9780471202424
- 16 april 2004
- 336 pagina's
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All the tools chemists need to analyze chemical data and produce more useful information
The statistical and mathematical methods of chemometrics present a wide array of modeling and processing tools for maximizing useful information from experimental data. These methods both reduce time spent in the laboratory and allow researchers to extract more information from data collected. However, understanding the advanced mathematical background of the latest of these approaches, as well as how to apply them, can still be a time-consuming endeavor for the working chemist.
Chemometrics: From Basics to Wavelet Transform provides a one-stop resource for comprehending the range of available chemometric methods, from basic principles to the theory and practice of wavelet transform. Covering the background of chemometrics, common signal processing techniques, and applications in analytical chemistry, this helpful guide also features:
- Simple language and illustrative examples
- Reviews of other methods in comparison to wavelet techniques
- References to print and online resources
- A companion FTP site with MATLAB® code and data sets
Throughout Chemometrics, the emphasis remains on giving practitioners a useful summary of the latest methods and their real-world applications. Right up to the most modern innovations of wavelet transform, Chemometrics combines timeliness with accessibility to offer chemists, biochemists, and advanced students a vital reference volume.
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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Inhoud
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- Bindwijze
- Hardcover
- Oorspronkelijke releasedatum
- 16 april 2004
- Aantal pagina's
- 336
- Illustraties
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- Hoofdauteur
- Foo-Tim Chau
- Tweede Auteur
- Yi-Zeng Liang
- Co Auteur
- Junbin Gao
- Hoofdredacteur
- James D. Winefordner
- Hoofduitgeverij
- Wiley-Blackwell
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- 9780471202424
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