Experiments With Mixtures: Designs, Models, and the Analysis of Mixture Data - Rilegato

Cornell, John A.

Rilegato

ISBN 10: 0471393673 ISBN 13: 9780471393672

Casa editrice: John Wiley & Sons Inc, 2002

Riassunto

The most comprehensive, single-volume guide to conductingexperiments with mixtures

"If one is involved, or heavily interested, in experiments onmixtures of ingredients, one must obtain this book. It is, as wasthe first edition, the definitive work."
-Short Book Reviews (Publication of the International StatisticalInstitute)

"The text contains many examples with worked solutions and with itsextensive coverage of the subject matter will prove invaluable tothose in the industrial and educational sectors whose work involvesthe design and analysis of mixture experiments."
-Journal of the Royal Statistical Society

"The author has done a great job in presenting the vitalinformation on experiments with mixtures in a lucid and readablestyle. . . . A very informative, interesting, and useful book on animportant statistical topic."
-Zentralblatt fur Mathematik und Ihre Grenzgebiete

Experiments with Mixtures shows researchers and students how todesign and set up mixture experiments, then analyze the data anddraw inferences from the results. Virtually every technique thathas appeared in the literature of mixtures can be found here, andcomputing formulas for each method are provided with completelyworked examples. Almost all of the numerical examples are takenfrom real experiments. Coverage begins with Scheffe latticedesigns, introducing the use of independent variables, and endswith the most current methods. New material includes:
* Multiple response cases
* Residuals and least-squares estimates
* Categories of components: Mixtures of mixtures
* Fixed as well as variable values for the major componentproportions
* Leverage and the Hat Matrix
* Fitting a slack-variable model
* Estimating components of variances in a mixed model using ANOVAtable entries
* Clarification of blocking mates and choice of mates
* Optimizing several responses simultaneously
* Biplots for multiple responses

Su questo libro

Recensione:

an excellent book...lively and authoritative very readable ( Statistical Methods in Medical Research, No.13, 2004)

"Presents response surface methods for analyzing data from mixture experiments." (SciTech Book News, Vol. 26, No. 2, June 2002)

"No one should work with mixtures experiments of any complexity without a copy of this book." (Technometrics, Vol. 44, No. 3, August 2002)

"...a significant improvement since the first edition, and includes the work since the second edition...well–written, and the author makes every possible effort to provide a better understanding and appreciation of the techniques employed in experiments with mixtures." (Mathematical Reviews, 2003a)

"...contains interesting new materials on designs and software and incorporates novel results that were derived in the 10 intervening years since the second edition..." (Journal of the American Statistical Association, March 2003)

"...an authoritative and comprehensive text on the design and statistical analysis of mixture experiments...substantially revised...the book should be a part of a research library." (Journal of Mathematical Psychology, Vol. 47, 2003)

an excellent book...lively and authoritative very readable ( Statistical Methods in Medical Research, No.13, 2004)

"Presents response surface methods for analyzing data from mixture experiments." (SciTech Book News, Vol. 26, No. 2, June 2002)

"No one should work with mixtures experiments of any complexity without a copy of this book." (Technometrics, Vol. 44, No. 3, August 2002)

"...contains interesting new materials on designs and software and incorporates novel results that were derived in the 10 intervening years since the second edition..." (Journal of the American Statistical Association, March 2003)

L'autore:

JOHN CORNELL is a professor in the Department of Statistics, University of Florida, Gainesville.

Su questa edizione

• Editore: John Wiley & Sons Inc
• Data di pubblicazione: 2002
• ISBN 10: 0471393673
• ISBN 13: 9780471393672
• Rilegatura: Copertina rigida
• Numero di pagine: 649