304 citations
- University of TurinIT160 papers
- Politecnico di TorinoIT60 papers
- Italian institute for Genomic MedicineIT36 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di TorinoIT34 papers
- Centre National de la Recherche ScientifiqueFR17 papers
- Sorbonne UniversitéFR14 papers
- University of OxfordGB12 papers
- University of BolognaIT11 papers
- University of PaviaIT11 papers
- Imperial College LondonGB10 papers
- University of Milano-BicoccaIT10 papers
- Bocconi UniversityIT9 papers
Showing 2014 · math.STShow all
3 papers · 2 filters
math.ST2014★ 64 cited
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…
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…