Sfoglia per Autore
Empirical Bayes methods in classical and Bayesian inference
2014 Petrone, Sonia; Stefano, Rizzelli; Judith, Rousseau; Scricciolo, Catia
A predictive study of Dirichlet process mixture models for curve fitting
2014 S., Wade; S., Walker; Petrone, Sonia
Improving prediction from Dirichlet process mixtures via enrichment
2014 Wade, Sara; Dunson, David B.; Petrone, Sonia; Trippa, Lorenzo
Bayes and empirical Bayes: do they merge?
2014 Petrone, Sonia; J., Rousseau; Scricciolo, Catia
A nonparametric latent space model for dynamic relational networks
2015 Antoniano-Villalobos, Isadora; Nazarov, Maxim; Petrone, Sonia
Predictive distribution (de Finetti's view)
2016 Fortini, Sandra; Petrone, Sonia
Predictive characterization of mixtures of Markov chains
2017 Fortini, Sandra; Petrone, Sonia
On a notion of partially conditionally identically distributed sequences
2017 Fortini, Sandra; Petrone, Sonia; Sporysheva, Polina
Quasi‐Bayes properties of a procedure for sequential learning in mixture models
2020 Fortini, Sandra; Petrone, Sonia
A closed-form filter for binary time series
2021 Fasano, Augusto; Rebaudo, Giovanni; Durante, Daniele; Petrone, Sonia
Predictive constructions based on measure-valued Pólya urn processes
2021 Fortini, Sandra; Petrone, Sonia; Sariev, Hristo
Prediction-based uncertainty quantification for exchangeable sequences
2023 Fortini, Sandra; Petrone, Sonia
Infinite-color randomly reinforced urns with dominant colors
2023 Sariev, Hristo; Fortini, Sandra; Petrone, Sonia
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