Chemometrics: A Practical Guide / Edition 1

Chemometrics: A Practical Guide / Edition 1

by Kenneth R. Beebe, Randy J. Pell, Mary Beth Seasholtz
     
 

ISBN-10: 0471124516

ISBN-13: 9780471124511

Pub. Date: 03/31/1998

Publisher: Wiley

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

Overview

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.

Product Details

ISBN-13:
9780471124511
Publisher:
Wiley
Publication date:
03/31/1998
Series:
Wiley-Interscience Series on Laboratory Automation Series, #4
Pages:
360
Product dimensions:
6.38(w) x 9.63(h) x 0.89(d)

Table of Contents

The Six Habits of an Effective Chemometrician.

Defining the Problem.

Preprocessing.

Pattern Recognition.

Multivariate Calibration and Prediction.

References.

Index.

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