An introduction to chemometrics

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Education Article

  • Published: Jun 1, 2014
  • Channels: Laboratory Informatics / Chemometrics & Informatics
thumbnail image: An introduction to chemometrics

Chau coverThis free chapter from Chemometrics: From Basics to Wavelet Transform discusses the principles of chemometrics and how it can help the busy analytical chemist, including:

  • Modern Analytical Chemistry.
    • Developments in Modern Chemistry.
    • Modern Analytical Chemistry.
    • Multidimensional Dataset.
  • Chemometrics.
    • Introduction to Chemometrics.
    • Instrumental Response and Data Processing.
    • White, Black, and Gray Systems.
  • Chemometrics-Based Signal Processing Techniques.
    • Common Methods for Processing Chemical Data.
    • Wavelets in Chemistry.
  • Resources Available on Chemometrics and Wavelet Transform.
    • Books.
    • Online Resources.
    • Mathematics Software.

Click here to download this chapter (PDF format, 22 Pages, 422 Kb)

This chapter is taken from Chemometrics: From Basics to Wavelet Transform

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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