Chemometrics: A Practical Guide (Wiley-Interscience Series on Laboratory Automation) by Kenneth R. Beebe
Chemometrics: A Practical Guide (Wiley-Interscience Series on Laboratory Automation) by Kenneth R. Beebe
Publisher: Wiley-Interscience; 1 edition (March 31, 1998) | ISBN: 0471124516 | Pages: 360 | PDF | 11 MB
Publisher: Wiley-Interscience; 1 edition (March 31, 1998) | ISBN: 0471124516 | Pages: 360 | PDF | 11 MB
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.