Events and Meetings of Italian Statistical Society, Advances in Latent Variables - Methods, Models and Applications

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Modelling correlated consumers' preferences
Marcella Corduas

Last modified: 2013-06-14

Abstract


The CUB model is a mixture distribution recently proposed in literature for modeling ordinal data whose parameters may be related to explanatory variables characterizing the raters or the object of evaluation. Although various methodological aspects of this class of models have been investigated, the problem of multivariate ordinal data representation is still open. In this article the Plackett’s distribution is used in order to construct a bivariate distribution from CUB margins. Furthermore, the model is extended so that the effect of raters’ characteristics on their stated preferences is included.

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