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| CHEMOMETRICS: A TEXTBOOK
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 To order this title, and for more information, click here
By
S.N. Deming, Department of Chemistry, University of Houston, Texas, USA
Y. Michotte
D.L. Massart, Farmaceutisch Instituut, Dienst Farmaceutische en Biomedische Analyse, Vrije Universiteit Brussel, Brussels, Belgium
L. Kaufman
B.G.M. Vandeginste, Unilever Research Laboratorium, Vlaardingen, The Netherlands
Included in series
Data Handling in Science and Technology, 2
Description
Most chemists, whether they are biochemists, organic, analytical, pharmaceutical or clinical chemists and many pharmacists and biologists
need to perform chemical analysis. Consequently, they are not only confronted with carrying out the actual analysis, but also with problems
such as method selection, experimental design, optimization, calibration, data acquisition and handling, and statistics in order to obtain
maximum relevant chemical information. In other words: they are confronted with chemometrics. This book on chemometrics, written by some
of the leaders in the field, aims to provide a thorough, up-to-date introduction to this subject. The reader is given the opportunity
to acquaint himself with the tools used in this discipline and the way in which they are applied. Some practical examples are given and
the reader is shown how to select the appropriate tools in a given situation.
As such the book provides the means to approach and
solve analytical problems strategically and systematically, without the need for the reader to become a fully-fledged chemometrician.
The authors' aim was to write a tutorial book which would be useful to readers at every level in this field.
Contents
1. Chemometrics and the Analytical Process. 2. Precision and Accuracy. 3. Evaluation of Precision and Accuracy. Comparison of Two Procedures.
4. Evaluation of Sources of Variation in Data. Analysis of Variance. 5. Calibration. 6. Reliability and Drift. 7. Sensitivity and
Limit of Detection. 8. Selectivity and Specificity. 9. Information. 10. Costs. 11. The Time Constant. 12. Signals and Data. 13.
Regression Methods. 14. Correlation Methods. 15. Signal Processing. 16. Response Surfaces and Models. 17. Exploration of Response
Surfaces. 18. Optimization of Analytical Chemical Methods. 19. Optimization of Chromatographic Methods. 20. The Multivariate Approach.
21. Principal Components and Factor Analysis. 22. Clustering Techniques. 23. Supervised Pattern Recognition. 24. Decisions in the
Analytical Laboratory. 25. Operations Research. 26. Decision Making. 27. Process Control. Appendix. Subject Index.
| Bibliographic details |
Hardbound, 500 pages, publication date: FEB-1988
ISBN-13: 978-0-444-42660-4
ISBN-10: 0-444-42660-4
Imprint: ELSEVIER
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| Price and Ordering |
Price:
GBP 165
EUR 235
USD 321.50
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Last update: 26 Sep 2008
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