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Optimum experimental designs, with SAS [electronic resource] / Anthony Atkinson, Alexander Donev, Randall Tobias.

By: Atkinson, A. C. (Anthony Curtis).
Contributor(s): Donev, A. N. (Alexander N.) | Tobias, Randall.
Material type: TextTextSeries: Oxford statistical science series: 34.Publisher: Oxford ; New York : Oxford University Press, 2007Description: 1 online resource (xvi, 511 p.) : ill.ISBN: 0191537942 (electronic bk.); 9780191537943 (electronic bk.).Subject(s): SAS (Computer file) | Experimental design | MATHEMATICS -- Probability & Statistics -- GeneralGenre/Form: Electronic books.Additional physical formats: Print version:: Optimum experimental designs, with SAS.DDC classification: 519.57 Online resources: EBSCOhost
Contents:
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 -- Optimum design theory -- Criteria of optimality -- D-optimum designs -- Algorithms for the construction of exact D-optimum designs -- Optimum experimental design with SAS -- Experiments with both qualitative and quantitative factors -- Blocking response surface designs -- Mixture experiments -- Non-linear models -- Bayesian optimum designs -- Design augmentation -- Model checking and designs for discriminating between models -- Compound design criteria -- Generalized linear models -- Response transformation and structured variances -- Time-dependent models with correlated observations -- Further topics -- Exercises.
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Includes bibliographical references and index.

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 -- Optimum design theory -- Criteria of optimality -- D-optimum designs -- Algorithms for the construction of exact D-optimum designs -- Optimum experimental design with SAS -- Experiments with both qualitative and quantitative factors -- Blocking response surface designs -- Mixture experiments -- Non-linear models -- Bayesian optimum designs -- Design augmentation -- Model checking and designs for discriminating between models -- Compound design criteria -- Generalized linear models -- Response transformation and structured variances -- Time-dependent models with correlated observations -- Further topics -- Exercises.

Description based on print version record.

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Other editions of this work

Optimum experimental designs, with SAS by Atkinson, A. C. ©2007
Optimum experimental designs, with SAS by Atkinson, A. C. ©2007
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