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Chemometrics: From Basics to Wavelet Transform

FT Chau, YZ Liang, Junbin Gao, XG Shao

    Research output: Book/ReportBookResearch

    Abstract

    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.
    Original languageEnglish
    Place of PublicationUnited States of America
    PublisherWiley
    Number of pages316
    Edition1
    ISBN (Print)0471202428
    Publication statusPublished - 2004

    Publication series

    NameChemical Analysis: A Series of Monographs on Analytical Chemistry and Its Applications
    No.164
    ISSN (Electronic)0069-2883

    Keywords

    • Quality Assurance, Chemometrics, Traceability and Metrological Chemistry

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