39 citations · 261 across the 46 of their papers we have counts for
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math.ST2014★ 22 cited
Full Bayesian inference with hazard mixture models
Julyan Arbel, Antonio Lijoi, Bernardo Nipoti
Bayesian nonparametric inferential procedures based on Markov chain Monte Carlo marginal methods typically yield point estimates in the form of posterior expectations. Though very…
math.ST2014★ 18 cited
Bayesian nonparametric dependent model for partially replicated data: the influence of fuel spills on species diversity
Julyan Arbel, Kerrie Mengersen, Judith Rousseau
We introduce a dependent Bayesian nonparametric model for the probabilistic modeling of membership of subgroups in a community based on partially replicated data. The focus here is…