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Designing experiments for binary data using search algorithms

Record type: Conference or Workshop Item (Paper)

In some experiments in the physical and biological sciences, a binary response is of primary interest and is often described by a generalized linear model. Examples include experiments in food technology and studies in chemistry where the outcome is whether or not a salt is formed in a chemical reaction. For such experiments, designs that are e±cient under the assumption of a linear model may be inadequate for the description and prediction of the response. The generation of designs using a search algorithm is addressed for completely randomized designs when a generalized linear model describes the response. A method of assessing the designs is discussed and illustrated by examples.

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Citation

Woods, D. C. and Lewis, S. M. (2005) Designing experiments for binary data using search algorithms In Proceedings of the 55th Session of the International Statistical Institute, Sydney 5-12 April 2005. International Statistical Institute. 4 pp.

More information

Published date: 12 April 2005
Venue - Dates: 55th Session of the International Statistical Institute, 2005-04-05 - 2005-04-12
Organisations: Statistics

Identifiers

Local EPrints ID: 15854
URI: http://eprints.soton.ac.uk/id/eprint/15854
ISBN: 1877040282
PURE UUID: 04a5ac59-a94a-4843-979e-0da4b1e29b88

Catalogue record

Date deposited: 06 Jun 2005
Last modified: 17 Jul 2017 16:45

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