Experimental Design: A Chemometric Approach - 2nd Edition - ISBN: 9780444891112, 9780080868387

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: 4th 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

  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.

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