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A model for repeat trial product tests
Authors:Bruce Buchanan
Affiliation:(1) Marketing Department, New York University, USA
Abstract:A non-forced choice model is developed that describes subject behavior on repeat trial discrimination tests of the ldquopick 1 ofkrdquo form. The model is developed from the Dirichlet distribution, and it allows for the derivation of individual true scores and of sampling properties for various constructs of interest. These results permit the analysis and comparison of test designs. The model is applied to issues such as forced vs. non-forced choice formats, the best number of alternatives at a choice point, and the selection of expert panels.
Keywords:discrimination testing  Dirichlet distribution  random guessing
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