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The detection of artefacts in EEG series

Dunstan, Frank David John and Marshall, R. W. 1991. The detection of artefacts in EEG series. Statistics in Medicine 10 (11) , pp. 1719-1731. 10.1002/sim.4780101110

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In a clinical trial of an anticonvulsant drug, series of electroencephalogram readings are sometimes obtained. These may contain artefacts, that is patches of atypical values which must be identified and either removed or compensated for before a full analysis can be carried out. Methods for identifying such artefacts are discussed. These include non-parametric methods and also parametric ones combining the ideas of autoregressive modelling and of influence in regression. These methods are described and illustrated on typical data sets.

Item Type: Article
Date Type: Publication
Status: Published
Schools: Medicine
Subjects: R Medicine > R Medicine (General)
R Medicine > RZ Other systems of medicine
Publisher: Wiley-Blackwell
ISSN: 0277-6715
Last Modified: 04 Jun 2017 06:43

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