Optimum experimental designs, with SAS:
Gespeichert in:
Bibliographische Detailangaben
1. Verfasser: Atkinson, A. C., (Anthony Curtis) (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Oxford Oxford University Press 2007
Schriftenreihe:Oxford statistical science series 34
Schlagworte:
Online-Zugang:FAW01
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Beschreibung:Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002
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
Experiments in the field and in the laboratory cannot avoid random error and statistical methods are essential for their efficient design and analysis. Authored by leading experts in key fields, this text provides many examples of SAS code, results, plots and tables, along with a fully supported website
Beschreibung:1 Online-Ressource (xvi, 511 p.)
ISBN:0191537942
9780191537943
9780199296590

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