Optimum Experimental Designs, with SAS by Anthony Atkinson
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Optimum Experimental Designs, with SAS
By Anthony Atkinson

Optimum Experimental Designs, with SAS

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Format: Paperback

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Optimum Experimental Designs, with SAS by Anthony Atkinson

Book Awards

  • Winner of Ziegel Prize 2009.

Book Description

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 is developed 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 fully supported 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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Book Details

ISBN: 9780199296606
ISBN-10: 019929660X
Format: Paperback
(240mm x 168mm x 29mm)
Pages: 528
Imprint: Oxford University Press
Publisher: Oxford University Press
Publish Date: 24-May-2007
Country of Publication: United Kingdom

Other Editions...


Books By Author Anthony Atkinson

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Explores Lundy, the refuge for pirates, St Kilda, the tiny island that was inhabited for over 2000 years but now lies abandoned; or Hy Brasil, a mirage that was featured on maps for centuries but never even existed. This book brings together the art words to create a beautiful treasure. Its an illustrated celebration of the islands around Britain.

Optimum Experimental Designs, with SAS by Anthony Atkinson Optimum Experimental Designs, with SAS, Hardback (May 2007)

This text focuses on optimum experimental design using SAS, a powerful software package that provides a complete set of statistical tools including analysis of variance, regression, categorical data analysis, and multivariate analysis. SAS codes, results, plots, numerous figures and tables are provided, along with a fully supported website.

» View all books by Anthony Atkinson

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