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Biometrika 1975 62(2):289-303; doi:10.1093/biomet/62.2.289
© 1975 by Biometrika Trust
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Optimal design : Experiments for discriminating between several models

A. C. ATKINSON and V. V. FEDOROV

Department of Mathematics, Imperial College London
Laboratory of Statistical Methods, Moscow State University

Experimental designs are described for discriminating between three or more rival regression models, which need not be linear in the parameters. Properties of the designs are summarized in a generalized equivalence theorem. Numerical examples are given of sequential design procedures.

Key Words: Discrimination between models • General Equivalence Theorem • Regression • Response surfaces • T-optimal experimental designs


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