Seminars in Statistics
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Seminars in Statistics
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Seminars in Statistics Maria De Iorio (University College London)
Seminars in Statistics Maria De Iorio (University College London)
Dependent Generalised Dirichlet Process Priors We propose a novel Bayesian nonparametric process prior for modelling a collections of random discrete distributions. This process is defined by combining a Generalised Dirichlet Process with a suitable Beta regression framework that introduces dependence among the discrete random distributions. This strategy allows for covariate dependent clustering of the observations.…