Optimal designs for stated choice experiments that incorporate position effects

Bush, S; Street, DJ; Burgess, L

Optimal designs for stated choice experiments that incorporate position effects

Bush, S

Street, DJ

Burgess, L

Permalink

Publication Type:: Journal Article
Citation:: Communications in Statistics - Theory and Methods, 2012, 41 (10), pp. 1771 - 1795
Issue Date:: 2012-07-02

Open Access

Copyright Clearance Process

Recently Added
In Progress
Open Access

This item is open access.

Adobe PDF

Download full textAdobe PDF (423.46 kB)

View on publisher's site

View statistics

Full metadata record

Field	Value	Language
dc.contributor.author	Bush, S https://orcid.org/0000-0003-2819-5412	en_US
dc.contributor.author	Street, DJ https://orcid.org/0000-0002-4476-0656	en_US
dc.contributor.author	Burgess, L	en_US
dc.date.issued	2012-07-02	en_US
dc.identifier.citation	Communications in Statistics - Theory and Methods, 2012, 41 (10), pp. 1771 - 1795	en_US
dc.identifier.issn	0361-0926	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.	en_US
dc.relation.ispartof	Communications in Statistics - Theory and Methods	en_US
dc.relation.isbasedon	10.1080/03610926.2010.551453	en_US
dc.subject.classification	Statistics & Probability	en_US
dc.title	Optimal designs for stated choice experiments that incorporate position effects	en_US
dc.type	Journal Article
utslib.citation.volume	10	en_US
utslib.citation.volume	41	en_US
utslib.for	0199 Other Mathematical Sciences	en_US
utslib.for	0104 Statistics	en_US
pubs.embargo.period	Not known	en_US
pubs.organisational-group	/University of Technology Sydney
pubs.organisational-group	/University of Technology Sydney/Faculty of Business
pubs.organisational-group	/University of Technology Sydney/Faculty of Science
pubs.organisational-group	/University of Technology Sydney/Faculty of Science/School of Mathematical and Physical Sciences
pubs.organisational-group	/University of Technology Sydney/Strength - CHERE - Centre for Health Economics Research and Evaluation
utslib.copyright.status	open_access
pubs.issue	10	en_US
pubs.publication-status	Published	en_US
pubs.volume	41	en_US

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.

Please use this identifier to cite or link to this item:

http://hdl.handle.net/10453/17961