Optimum experimental designs, with SAS / A. C. Atkinson, A. N. Donev, R. D. Tobias.

Author/creator Atkinson, A. C.
Other author Donev, A. N. (Alexander N.)
Other author Tobias, R. D. (Randall Davis)
Format Electronic
Publication InfoOxford : Oxford University Press,
Descriptionxvi, 511 p. : ill. ; 25 cm.
Supplemental ContentFull text available from Ebook Central - Academic Complete
Subjects

SeriesOxford statistical science series ; 34
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.
Bibliography noteIncludes bibliographical references and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2007299129
ISBN9780199296590 (cased)
ISBN0199296596 (cased)
ISBN019929660X (pbk.)
ISBN9780199296606 (pbk.)

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Electronic Resources Access Content Online ✔ Available