Chemometrics

An outstanding practical guide to the most common chemometric methods in use today Chemometrics explains how to apply the most widely used pattern recognition and multivariate calibration techniques to solve data analysis problems. This practical guide describes all key methods in terms of processes and applications in order to help the reader easily identify the best technique for a given situation. Drawing on years of industrial experience with chemometric tools, the authors share their six basic steps, or "habits," for achieving reliable chemometric results, and cover key areas such as: Defining and understanding the problem Experimental planning and design Preprocessing of samples and variables Supervised and unsupervised pattern recognition Classical and inverse methods of multivariate calibration Complete with helpful chapter-end summaries, technical references, and more, this book is an invaluable hands-on resource for analytical chemists and laboratory scientists who use chemometrics in their work.

ISBN 0471124516   Pages 360 ISBN13 9780471124511 (What's this?)   Volumes 1 Publisher John Wiley and Sons Ltd   Weight (grammes) 680 Imprint John Wiley & Sons Inc   Published in New York Format Hardback   Series title Wiley-Interscience Series on Laboratory Automation Publication date 16 Apr 1998   Height (mm) 243 Library of Congress QD75.4.S8B   Width (mm) 166 DEWEY 540.15195   Spine width (mm) 26 DEWEY edition DC21   Academic level Undergraduate, Postgraduate, Professional / Scholarly

The Six Habits of an Effective Chemometrician. Defining the Problem. Preprocessing. Pattern Recognition. Multivariate Calibration and Prediction. References. Index.

"...probably the best introductory text that I have read on the subject...I would recommend this book for an introductory course...whithout the slightest hesitation." (Microchemical Journal, Vol. 69, 2001)

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