Optimal designs for stated choice experiments that incorporate position effects

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dc.contributor.author Bush, S
dc.contributor.author Street, DJ
dc.contributor.author Burgess, L
dc.date.accessioned 2012-10-12T03:32:50Z
dc.date.issued 2012
dc.identifier.citation Communications in Statistics - Theory and Methods, 2012, 41 (10), pp. 1771 - 1795
dc.identifier.issn 0361-0926
dc.identifier.other C1 en_US
dc.identifier.uri http://hdl.handle.net/10453/17961
dc.description.abstract Davidson and Beaver (1977) extended the Bradley-Terry model to incorporate the possible effect of position within a choice set on the choices made in paired comparisons experiments. We further extend the Davidson-Beaver result to choice sets of any size and show, under a mild restriction, that designs optimal for the multinomial logit model are still optimal. Designs balanced for carry-over effects of all orders can be used to construct designs with a diagonal information matrix for attribute effects. The theoretical results are derived assuming equal merits and we discuss the possible consequences of assuming unequal merits in an example. Copyright © Taylor & Francis Group, LLC.
dc.language eng
dc.relation.hasversion Accepted manuscript version en_US
dc.relation.isbasedon 10.1080/03610926.2010.551453
dc.title Optimal designs for stated choice experiments that incorporate position effects
dc.type Journal Article
dc.parent Communications in Statistics - Theory and Methods
dc.journal.volume 10
dc.journal.volume 41
dc.journal.number 10 en_US
dc.publocation New York, USA en_US
dc.identifier.startpage 1771 en_US
dc.identifier.endpage 1795 en_US
dc.cauo.name SCI.Mathematical Sciences en_US
dc.conference Verified OK en_US
dc.for 0104 Statistics
dc.personcode 950324
dc.personcode 960812
dc.personcode 044070
dc.percentage 100 en_US
dc.classification.name Statistics en_US
dc.classification.type FOR-08 en_US
dc.edition en_US
dc.custom en_US
dc.date.activity en_US
dc.location.activity en_US
dc.description.keywords Bradley-Terry model
dc.description.keywords Davidson-Beaver position effects model
dc.description.keywords Multinomial logit model
dc.description.keywords Multiple comparisons
dc.description.keywords Paired comparisons
pubs.embargo.period Not known
pubs.organisational-group /University of Technology Sydney
pubs.organisational-group /University of Technology Sydney/Faculty of Science
utslib.copyright.status Open Access
utslib.copyright.date 2015-04-15 12:23:47.074767+10
pubs.consider-herdc true
utslib.collection.history General (ID: 2)
utslib.collection.history School of Mathematical Sciences (ID: 340)


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