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Carte Optimum Experimental Designs A.C. Atkinson

Optimum Experimental Designs

Autor: A.C. Atkinson, A.N. Donev
Limbă: engleză
Legare: Copertă tare
Editura: Oxford University Press
Disponibilitate: În depozitul extern
Expediem în 9-15 zile
812.25 lei
A well-designed experiment is an efficient method of learning about the world. Because experiments i...

Informații despre carte

Autor
A.C. Atkinson, A.N. Donev
Limbă
engleză
Legare
Carte - Copertă tare
Publicat
1992
Pagini
344
EAN
9780198522546
ISBN
0198522541
Enbook ID
04527150
Editura
Oxford University Press
Greutate
650
Dimensiuni
159 x 241 x 24

Descriere completă

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 experimental design 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 detailed discussion 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 efficient experiments in the laboratory or in the industry.

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