Optimum Experimental Designs, With SAS

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Oxford University Press, Jul 19, 2007 - Computers - 511 pages
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Experiments on patients, processes or plants all have random error, making statistical methods essential for their efficient design and analysis. This book presents the theory and methods of optimum experimental design, making them available through the use of SAS programs. Little previous statistical knowledge is assumed. The first part of the book stresses the importance of models in the analysis of data and introduces least squares fitting and simple optimum experimental designs.The second part presents a more detailed discussion of the general theory and of a wide variety of experiments. The book stresses the use of SAS to provide hands-on solutions for the construction of designs in both standard and non-standard situations. The mathematical theory of the designs isdeveloped in parallel with their construction in SAS, so providing motivation for the development of the subject. Many chapters cover self-contained topics drawn from science, engineering and pharmaceutical investigations, such as response surface designs, blocking of experiments, designs for mixture experiments and for nonlinear and generalized linear models. Understanding is aided by the provision of "SAS tasks" after most chapters as well as by more traditional exercises and a fullysupported website. The authors are leading experts in key fields and this book is ideal for statisticians and scientists in academia, research and the process and pharmaceutical industries.

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Contents

Introduction
3
Some Key Ideas
17
Experimental Strategies
25
Copyright

24 other sections not shown

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About the author (2007)

The authors Anthony Atkinson and Martyn Horne have been teaching form-Z to new and experienced users for over 10 years. In 1994 they set up STEM Ltd a company dedicated to supporting architects and designers using 3D CAD applications. STEM now offers a range of services to an international client base. These include books, model and texture libraries, training, support and bureau servic

Randall was Chairman, President, and CEO of Eli Lilly and Company until his retirement in 1999, when he was named Chairman Emeritus.

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