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S. Petrone · SciRah

Researcher profile · Semantic Scholar

S. Petrone

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S. Petrone — researcher profile on SciRah

h-index: 20
Works: 61
Citations: 1,673

Most-cited papers

Bayesian density estimation using bernstein polynomials
S. Petrone
1999191 citations
Semantic Scholar
Dynamic linear models
G. Petris, S. Petrone, Patrizia Campagnoli
2009187 citations
Semantic Scholar
Random Bernstein Polynomials
S. Petrone
1999172 citations
Semantic Scholar
Consistency of Bernstein polynomial posteriors
S. Petrone, L. Wasserman
2002151 citations Open access
Semantic Scholar
Hybrid Dirichlet mixture models for functional data
S. Petrone, M. Guindani, A. Gelfand
2009116 citations Open access
Semantic Scholar
Bayes and empirical Bayes : Do they merge?
S. Petrone, J. Rousseau, Catia Scricciolo
201283 citations Open access
Semantic Scholar
Improving prediction from dirichlet process mixtures via enrichment
S. Wade, D. Dunson, S. Petrone, L. Trippa
2014Journal of machine learning research70 citations
Semantic Scholar
State Space Models in R
G. Petris, S. Petrone
201161 citations Open access
Semantic Scholar
An enriched conjugate prior for Bayesian nonparametric inference
S. Wade, Silvia Mongelluzzo, S. Petrone
201160 citations Open access
Semantic Scholar
A note on the Dirichlet process prior in Bayesian nonparametric inference with partial exchangeability
S. Petrone, A. Raftery
199759 citations Open access
Semantic Scholar
Bayesian hierarchical nonparametric inference for change-point problems
A. Mira, S. Petrone
199641 citations
Semantic Scholar
Quasi‐Bayes properties of a procedure for sequential learning in mixture models
S. Fortini, S. Petrone
2019Journal of The Royal Statistical Society Series B-statistical Methodology38 citations
Semantic Scholar
A bayesian predictive approach to sequential search for an optimal dose: Parametric and nonparametric models
P. Muliere, S. Petrone
199336 citations
Semantic Scholar
Empirical Bayes methods in classical and Bayesian inference
S. Petrone, Stefano Rizzelli, J. Rousseau, Catia Scricciolo
2014Metron35 citations
Semantic Scholar
Exchangeability, Prediction and Predictive Modeling in Bayesian Statistics
S. Fortini, S. Petrone
2024Statistical Science34 citations Open access
Semantic Scholar
Predictive construction of priors in Bayesian nonparametrics
S. Fortini, S. Petrone
201232 citations Open access
Semantic Scholar
On a notion of partially conditionally identically distributed sequences
S. Fortini, S. Petrone, Polina Sporysheva
201631 citations Open access
Semantic Scholar
A Predictive Study of Dirichlet Process Mixture Models for Curve Fitting
S. Wade, Stephen G. Walker, S. Petrone
2013Scandinavian journal of statistics, theory and applications27 citations Open access
Semantic Scholar
Nonparametric quantile inference using Dirichlet processes
Nils Lid Hjort, S. Petrone
202622 citations Open access
Semantic Scholar
Generalized Lorenz curve and monotone dependence orderings
P. Muliere, S. Petrone
199221 citations
Semantic Scholar
A closed-form filter for binary time series
A. Fasano, Giovanni Rebaudo, Daniele Durante, S. Petrone
2019Statistics and computing19 citations Open access
Semantic Scholar
Bayesian Dependent Mixture Models: A Predictive Comparison and Survey
S. Wade, Vanda Inácio, S. Petrone
2023Statistical Science17 citations
Semantic Scholar
Prediction-based uncertainty quantification for exchangeable sequences
S. Fortini, S. Petrone
2023Philosophical Transactions of the Royal Society A17 citations Open access
Semantic Scholar
Hybrid Dirichlet processes for functional data.
S. Petrone, M. Guindani, A. Gelfand
200716 citations
Semantic Scholar
Predictive Distribution (de Finetti's View)
S. Fortini, S. Petrone
201613 citations Open access
Semantic Scholar
Hierarchical reinforced urn processes
S. Fortini, S. Petrone
201213 citations
Semantic Scholar
Non parametric mixture priors based on an exponential random scheme
S. Petrone, Piero Veronese
200213 citations
Semantic Scholar
Feller operators and mixture priors in Bayesian nonparametrics
S. Petrone, Piero Veronese
201012 citations
Semantic Scholar
Infinite-color randomly reinforced urns with dominant colors
Hristo Sariev, S. Fortini, S. Petrone
2021Bernoulli11 citations Open access
Semantic Scholar
Bayesian Time-Varying Tensor Vector Autoregressive Models for Dynamic Effective Connectivity
Wei Zhang, Ivor Cribben, S. Petrone, M. Guindani
2021Bayesian Analysis10 citations Open access
Semantic Scholar
Extended Bernstein prior via reinforced urn processes
L. Trippa, Paolo Bulla, S. Petrone
20119 citations
Semantic Scholar
Predictive Constructions Based on Measure-Valued Pólya Urn Processes
S. Fortini, S. Petrone, Hristo Sariev
2021Mathematics6 citations Open access
Semantic Scholar
Predictive Characterization of Mixtures of Markov Chains
S. Fortini, S. Petrone
20146 citations Open access
Semantic Scholar
Bayesian nonparametric modelling for spatial data using Dirichlet processes
A. Gelfand, M. Guindani, S. Petrone
20076 citations
Semantic Scholar
Generalized dynamic linear models for financial time series
Patrizia Campagnoli, P. Muliere, S. Petrone
20016 citations
Semantic Scholar
A note on convergence rates of Gibbs sampling for nonparametric mixtures.
S. Petrone, G. Roberts, J. Rosenthal
19996 citations
Semantic Scholar
Complex models and computational methods in statistics
Matteo Grigoletto, Francesco Lisi, S. Petrone
20135 citations
Semantic Scholar
Enriched Pitman–Yor processes
T. Rigon, S. Petrone, B. Scarpa
2020Scandinavian journal of statistics, theory and applications4 citations Open access
Semantic Scholar
On the role of mixtures in Bayesian nonparametrics
S. Petrone
20044 citations
Semantic Scholar
Discussion on "Bayesian nonparametric inference for random distributions and related functions", by Walker, S.G., Damien, P., Laud, P.W., Smith, A.F.M.
S. Petrone
19994 citations
Semantic Scholar
Quasi-Bayes properties of a recursive procedure for mixtures
S. Fortini, S. Petrone
20193 citations
Semantic Scholar
Polinomi di Bernstein e processo di Dirichlet
S. Petrone
19962 citations
Semantic Scholar
Sequential Monte Carlo methods
G. Petris, S. Petrone, Patrizia Campagnoli
20091 citations
Semantic Scholar
Models with unknown parameters
G. Petris, S. Petrone, Patrizia Campagnoli
20091 citations
Semantic Scholar
Bayesian modeling with nested random partitions
S. Petrone, L. Trippa
20091 citations
Semantic Scholar
Introduction: basic notions about Bayesian inference
G. Petris, S. Petrone, Patrizia Campagnoli
20091 citations
Semantic Scholar
Approximation of Distribution Functions: a Constructive Scheme with Application in Bayesian Nonparametrics
S. Petrone, Piero Veronese
20031 citations
Semantic Scholar
Rates of convergence for Markov chains associated with Dirichlet processes.
G. Roberts, S. Petrone, J. Rosenthal
20001 citations
Semantic Scholar
Discussion on "Choosing among models when none of them are true", by Key, J.T., Pericchi, L.R. and Smith, A.F.M.
S. Petrone
19971 citations
Semantic Scholar
Preamble
S. Petrone
2022Statistical Science0 citations Open access
Semantic Scholar

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