64 citations · 94 across the 10 of their papers we have counts for
3 papers · 1 filter
Bayesian inference with dependent normalized completely random measures
Antonio Lijoi, Bernardo Nipoti, Igor Prünster
The proposal and study of dependent prior processes has been a major research focus in the recent Bayesian nonparametric literature. In this paper, we introduce a flexible class of…
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…
Rediscovery of Good-Turing estimators via Bayesian nonparametrics
Stefano Favaro, Bernardo Nipoti, Yee Whye Teh
The problem of estimating discovery probabilities originated in the context of statistical ecology, and in recent years it has become popular due to its frequent appearance in chal…