Optimum Experimental Designs

Hardcover | March 1, 1983

byA. C. Atkinson, A. N. Donev

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A well-designed experiment is an efficient method of learning about the world. Because experiments in the field and in the laboratory cannot avoid random error, statistical methods are essential for their efficient design and analysis. In this book, the fundamentals of optimum experimentaldesign theory are presented. In the first part of the part of the book, the advantages of a statistical approach to the design of experiments are discussed, and the ideas of models, least squares fitting, and optimum experimental designs are introduced. The second part presents a more detaileddiscussion of the general theory of optimum design and an evaluation of various criteria that may be appropriate for designing experiments. Specific experiments are detailed and algorithms for the construction of designs are given.Each chapter is a self-contained topic, illustrated with examples drawn from science and engineering. Little previous statistical knowledge is assumed, and the derivation of mathematical results has been avoided. This book should be of interest to everyone concerned with designing efficientexperiments in the laboratory or in the industry.

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A well-designed experiment is an efficient method of learning about the world. Because experiments in the field and in the laboratory cannot avoid random error, statistical methods are essential for their efficient design and analysis. In this book, the fundamentals of optimum experimentaldesign theory are presented. In the first part ...

A. C. Atkinson is at London School of Economics. A. N. Donev is at University of Kent.

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Format:HardcoverDimensions:344 pages, 9.21 × 6.14 × 0.94 inPublished:March 1, 1983Publisher:Oxford University Press

The following ISBNs are associated with this title:

ISBN - 10:0198522541

ISBN - 13:9780198522546

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`...a condensed but authoritative statistical overview of the practice and theory of modelling, designing and analysing systematic experiments ... The techniques, many of which were developed by the authors, are clearly described and demonstrated in examples which are mainly of an industrialtype.'P.J. Laycock, University of Manchester, Short Book Reviews (Publication of the International Statistical Institute)