Sonia Petrone

发表

A bayesian predictive approach to sequential search for an optimal dose: Parametric and nonparametric models

Pietro Muliere, Sonia Petrone, Sonia Petrone, 1993 .

Rates of convergence for Markov chains associated with Dirichlet processes.

Gareth O. Roberts, Jeffrey S. Rosenthal, Sonia Petrone, 2000 .

Dynamic Linear Models with R

Giovanni Petris, Sonia Petrone, Patrizia Campagnoli, 2009 .

Complex models and computational methods in statistics

Matteo Grigoletto, Francesco Lisi, Sonia Petrone, 2013 .

Discussion on "Robustifying Bayesian procedures", by Walker, S.G. and Gutierrez-Pena, E.

Sonia Petrone, 1999 .

Bayesian nonparametric modelling for spatial data using Dirichlet processes

Michele Guindani, Sonia Petrone, Alan E. Gelfand, 2007 .

Bayesian inference for dynamic linear models with random variances.

Giovanni Petris, Sonia Petrone, 2007 .

Improving prediction from dirichlet process mixtures via enrichment

David B. Dunson, Lorenzo Trippa, Sonia Petrone, 2014, J. Mach. Learn. Res..

Bayesian hierarchical nonparametric inference for change-point problems

Antonietta Mira, Sonia Petrone, A. Mira, 1996 .

Introduction: basic notions about Bayesian inference

Giovanni Petris, Sonia Petrone, Patrizia Campagnoli, 2009 .

Dynamic linear models

Giovanni Petris, Sonia Petrone, Patrizia Campagnoli, 2009 .

State Space Models in R

Giovanni Petris, Sonia Petrone, G. Petris, 2011 .

Enriched Pitman-Yor processes

Tommaso Rigon, Sonia Petrone, Bruno Scarpa, 2020 .

Sequential Monte Carlo methods

Giovanni Petris, Sonia Petrone, Patrizia Campagnoli, 2009 .

A closed-form filter for binary time series

Daniele Durante, Sonia Petrone, Augusto Fasano, 2021, Stat. Comput..

Infinite-color randomly reinforced urns with dominant colors.

Sonia Petrone, Sandra Fortini, Hristo Sariev, 2021 .

Non parametric mixture priors based on an exponential random scheme

Sonia Petrone, Piero Veronese, 2002 .

A Predictive Study of Dirichlet Process Mixture Models for Curve Fitting

Sonia Petrone, Sara Wade, Stephen G Walker, 2014, Scandinavian journal of statistics, theory and applications.

Hierarchical reinforced urn processes

Sonia Petrone, Sandra Fortini, Sonia Petrone, 2012 .

Discussion on "Bayesian nonparametric inference for random distributions and related functions", by Walker, S.G., Damien, P., Laud, P.W., Smith, A.F.M.

Sonia Petrone, Sonia Petrone, 1999 .

An enriched conjugate prior for Bayesian nonparametric inference

Sonia Petrone, Sara Wade, Silvia Mongelluzzo, 2011 .

Bayesian modeling with nested random partitions

Lorenzo Trippa, Sonia Petrone, 2009 .

Bayes and empirical Bayes : Do they merge?

Judith Rousseau, Catia Scricciolo, Sonia Petrone, 2012, 1204.1470.

Generalized Lorenz curve and monotone dependence orderings

Pietro Muliere, Sonia Petrone, Sonia Petrone, 1992 .

Hybrid Dirichlet processes for functional data.

Alan E. Gelfand, Michele Guindani, Sonia Petrone, 2007 .