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Optimum Experimental Designs

by A.C. Atkinson

  • ISBN: 9780198522546
  • ISBN10: 0198522541

Optimum Experimental Designs

by A.C. Atkinson

  • Binding: Hardcover
  • Publisher: Oxford Univ Pr
  • Publish date: 09/01/1992
  • ISBN: 9780198522546
  • ISBN10: 0198522541
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Description: Part I. Fundamentals; Introduction; Some key ideas; Experimental strategies; The choice of a model; Models and least squares; Criteria for a good experiment; Standard designs; The analysis of experiments; Part II. Theory and applications; Optimum design theory; Criteria of optimality; Experiments with both qualitative and quantitative factors; Blocking response surface designs; Restricted region designs; Failure of the experiment and design augmentation; Non-linearmodels; Optimum Bayesian design; Discrimination between models; Composite design criteria; Further topics.
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