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Using Appropriate Prior Information to Eliminate Choice Sets with a Dominant Alternative from D-Efficient Designs

Most attributes in transportation studies, such as the travel time and the travel cost of a travel mode or road alternative, have a clear rank order in their attribute levels. Therefore one option in a choice set of an experimental design can dominate the other alternatives in the set. This research finds Bayesian D-efficient designs for a specific setup in the transportation field. It is shown that with a proper choice of prior information which adequately incorporates the dominance of lower attribute levels, no choice sets with a dominant alternative will be included in the efficient designs
Year of publication:
2011
Authors: Crabbe, Marjolein
Other Persons: Vandebroek, Martina L. (contributor)
Publisher: [2011]: [S.l.] : SSRN
freely available
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