Conjugacy class prior distributions on metric-based ranking models

Abstract

A new class of prior distributions for metric-based models in the analysis of fully and partially ranked data is developed. This class is attractive because it provides a meaningful way to encapsulate prior information about the parameters of the model. Three examples illustrate the ideas developed in the paper.