Experimental Design: A Chemometric Approach, Volume 11

2nd Edition

Authors: S.N. Deming S.L. Morgan
Hardcover ISBN: 9780444891112
eBook ISBN: 9780080868387
Imprint: Elsevier Science
Published Date: 1st June 1993
Page Count: 436
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Table of Contents

1. System Theory. 2. Response Surfaces. 3. Basic Statistics. 4. One Experiment. 5. Two Experiments. 6. Hypothesis Testing. 7. The Variance-Covariance Matrix. 8. Three Experiments. 9. Analysis of Variance (ANOVA) for Linear Models. 10. An Example of Regression Analysis on Existing Data. 11. A Ten-Experiment Example. 12. Approximating a Region of a Multifactor Response Surface. 13. Confidence Intervals for Full Second-Order Polynomial Models. 14. Factorial-Based Designs. 15. Additional Multifactor Concepts and Experimental Designs. Appendix A. Matrix Algebra. Appendix B. Critical Values of t. Appendix C. Critical Values of F, &agr;=0.05. Subject Index.

Description

Now available is the second edition of a book which has been described as "...an exceptionally lucid, easy-to-read presentation... would be an excellent addition to the collection of every analytical chemist. I recommend it with great enthusiasm." (Analytical Chemistry)

N.R. Draper reviewed the first edition in Publication of the International Statistical Institute "...discussion is careful, sensible, amicable, and modern and can be recommended for the intended readership."

The scope of the first edition has been revised, enlarged and expanded. Approximately 30% of the text is new. The book first introduces the reader to the fundamentals of experimental design. Systems theory, response surface concepts, and basic statistics serve as a basis for the further development of matrix least squares and hypothesis testing. The effects of different experimental designs and different models on the variance-covariance matrix and on the analysis of variance (ANOVA) are extensively discussed. Applications and advanced topics (such as confidence bands, rotatability, and confounding) complete the text. Numerous worked examples are presented.

The clear and practical approach adopted by the authors makes the book applicable to a wide audience. It will appeal particularly to those with a practical need (scientists, engineers, managers, research workers) who have completed their formal education but who still need to know efficient ways of carrying out experiments. It will also be an ideal text for advanced undergraduate and graduate students following courses in chemometrics, data acquisition and treatment, and design of experiments.


Details

No. of pages:
436
Language:
English
Copyright:
© Elsevier Science 1993
Published:
Imprint:
Elsevier Science
eBook ISBN:
9780080868387
Hardcover ISBN:
9780444891112

Reviews

@qu:...is definitely an excellent summary of state-of-the-art ideas in experimental design. ...a welcome addition to the libraries of research-active chemometricians and represents new material of substantial interest to the specialist. @source:Analytica Chimica Acta @qu:...it was difficult to see how it could be improved, but they have managed it! It would be wrong to think that this is a book just for college students. It is not - experienced experimenters, data analysts and statisticians can benefit from the perspectives of design taken by Deming and Morgan. @source:Trends in Analytical Chemistry


About the Authors

S.N. Deming Author

Affiliations and Expertise

Department of Chemistry, University of Houston, Houston, TX, USA

S.L. Morgan Author

Affiliations and Expertise

Department of Chemistry, University of South Carolina, Columbia, SC, USA