Ryan Modern Experimental Design

1. Auflage 2007
ISBN: 978-0-470-07434-3
Verlag: John Wiley & Sons
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 624 Seiten, E-Book

Reihe: Wiley Series in Probability and Statistics

A complete and well-balanced introduction to modern experimentaldesign
Using current research and discussion of the topic along withclear applications, Modern Experimental Design highlightsthe guiding role of statistical principles in experimental designconstruction. This text can serve as both an applied introductionas well as a concise review of the essential types of experimentaldesigns and their applications.
Topical coverage includes designs containing one or multiplefactors, designs with at least one blocking factor, split-unitdesigns and their variations as well as supersaturated andPlackett-Burman designs. In addition, the text contains extensivetreatment of:
* Conditional effects analysis as a proposed general method ofanalysis
* Multiresponse optimization
* Space-filling designs, including Latin hypercube and uniformdesigns
* Restricted regions of operability and debarredobservations
* Analysis of Means (ANOM) used to analyze data from varioustypes of designs
* The application of available software, including Design-Expert,JMP, and MINITAB
This text provides thorough coverage of the topic while alsointroducing the reader to new approaches. Using a large number ofreferences with detailed analyses of datasets, ModernExperimental Design works as a well-rounded learning tool forbeginners as well as a valuable resource for practitioners.

Autoren/Hrsg.

Ryan, Thomas P.

Über Autor(innen)

THOMAS P. RYAN, PhD, has served on the Editorial Review Board of the Journal of Quality Technology since 1990. He is the author of three other books published by Wiley, and is an elected Fellow of the American Statistical Association, the American Society for Quality, and the Royal Statistical Society. He is currently teaching advanced courses on design of experiments and engineering statistics at statistics.com, and serves as a consultant to Cytel Software Corporation.