Modern Experimental Design
Copyright © 2007 John Wiley & Sons, Inc.
Author(s): Thomas P. Ryan
Published Online: 10 APR 2006
Print ISBN: 9780471210771
Online ISBN: 9780470074350
Book Series: Wiley Series in Probability and Statistics
About this Book
A complete and well-balanced introduction to modern experimental design
Using current research and discussion of the topic along with clear applications, Modern Experimental Design highlights the guiding role of statistical principles in experimental design construction. This text can serve as both an applied introduction as well as a concise review of the essential types of experimental designs and their applications.
Topical coverage includes designs containing one or multiple factors, designs with at least one blocking factor, split-unit designs and their variations as well as supersaturated and Plackett-Burman designs. In addition, the text contains extensive treatment of:
- Conditional effects analysis as a proposed general method of analysis
- Multiresponse optimization
- Space-filling designs, including Latin hypercube and uniform designs
- Restricted regions of operability and debarred observations
- Analysis of Means (ANOM) used to analyze data from various types of designs
- The application of available software, including Design-Expert, JMP, and MINITAB
This text provides thorough coverage of the topic while also introducing the reader to new approaches. Using a large number of references with detailed analyses of datasets, Modern Experimental Design works as a well-rounded learning tool for beginners as well as a valuable resource for practitioners.