Guido Consonni

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Luca La RoccaAssociate Professor of Statistics, University of Modena and Reggio EmiliaVerified email at unimore.it
Federico CastellettiAssistant Professor in Statistics, Università Cattolica del Sacro Cuore, MilanVerified email at unicatt.it
Stefano PelusoAssociate Professor of Statistics, Università degli studi di Milano-BicoccaVerified email at unimib.it
Eduardo Gutiérrez-PeñaUNAMVerified email at sigma.iimas.unam.mx
Dimitris FouskakisNational Technical University of AthensVerified email at math.ntua.gr
Jean-Michel MarinProfessor of Statistics, University of MontpellierVerified email at umontpellier.fr
Leonardo BottoloReader in Statistics for Biomedicine, Dept of Medical Genetics, University of CambridgeVerified email at cam.ac.uk
Ioannis NtzoufrasProfessor in Statistics, Department of Statistics, Athens University of Economics and BusinessVerified email at aueb.gr
Petros DellaportasUniversity College London and Athens University of Economics and BusinessVerified email at ucl.ac.uk
Marco L. Della VedovaSenior Lecturer at Chalmers University of TechnologyVerified email at chalmers.se
Francesco C. StingoProfessor of Statistics, University of FlorenceVerified email at unifi.it
Jonathan ForsterUniversity of SouthamptonVerified email at soton.ac.uk
Giovanni Pistoneprofessor, de Castro Statistics Initiative, Collegio Carlo Alberto, TorinoVerified email at carloalberto.org
Claudia TarantolaUniversity of MilanoVerified email at unimi.it
Philip DawidEmeritus Professor of Statistics, University of CambridgeVerified email at statslab.cam.ac.uk
Helene MassamProfessor of Mathematics and Statistics, York UniversityVerified email at yorku.ca
David MadiganProfessor of Statistics, Northeastern UniversityVerified email at northeastern.edu

Guido Consonni

Professor of Statistics, Universita' Cattolica del Sacro Cuore

Verified email at unicatt.it

Bayesian statistics graphical models causal inference design and analysis of replication studies


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Prior distributions for objective Bayesian analysis G Consonni, D Fouskakis, B Liseo, I Ntzoufras	173	2018
Mean-field variational approximate Bayesian inference for latent variable models G Consonni, JM Marin Computational Statistics & Data Analysis 52 (2), 790-798, 2007	89	2007
A Bayesian method for combining results from several binomial experiments G Consonni, P Veronese Journal of the American Statistical Association 90 (431), 935-944, 1995	81	1995
Exponential and Bayesian conjugate families: review and extensions E Gutiérrez-Peña, AFM Smith, JM Bernardo, G Consonni, P Veronese, ... Test 6, 1-90, 1997	67	1997
Conjugate priors for exponential families having quadratic variance functions G Consonni, P Veronese Journal of the American Statistical Association 87 (420), 1123-1127, 1992	67	1992
Compatibility of prior specifications across linear models G Consonni, P Veronese Statistical Science 23 (3), 332-353, 2008	60	2008
Bayesian analysis of extreme values by mixture modeling L Bottolo, G Consonni, P Dellaportas, A Lijoi Extremes 6, 25-47, 2003	50	2003
Objective Bayesian search of Gaussian directed acyclic graphical models for ordered variables with non‐local priors D Altomare, G Consonni, L La Rocca Biometrics 69 (2), 478-487, 2013	46	2013
Compatible prior distributions for directed acyclic graph models A Roverato, G Consonni Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2004	40	2004
Objective Bayes covariate‐adjusted sparse graphical model selection G Consonni, L La Rocca, S Peluso Scandinavian Journal of Statistics 44 (3), 741-764, 2017	38	2017
Learning Markov equivalence classes of directed acyclic graphs: an objective Bayes approach F Castelletti, G Consonni, ML Della Vedova, S Peluso	34	2018
Objective Bayes factors for Gaussian directed acyclic graphical models G Consonni, LL Rocca Scandinavian Journal of Statistics 39 (4), 743-756, 2012	34	2012
Conditionally reducible natural exponential families and enriched conjugate priors G Consonni, P Veronese Scandinavian journal of statistics 28 (2), 377-406, 2001	29	2001
Testing Hardy–Weinberg equilibrium: an objective Bayesian analysis G Consonni, E Moreno, S Venturini Statistics in Medicine 30 (1), 62-74, 2011	27	2011
Reference priors for exponential families with simple quadratic variance function G Consonni, P Veronese, E Gutiérrez-Pena Journal of multivariate analysis 88 (2), 335-364, 2004	26	2004
Enriched conjugate and reference priors for the Wishart family on symmetric cones G Consonni, P Veronese The Annals of Statistics 31 (5), 1491-1516, 2003	26	2003
The whetstone and the alum block: Balanced objective Bayesian comparison of nested models for discrete data G Consonni, JJ Forster, L La Rocca	21	2013
Tests based on intrinsic priors for the equality of two correlated proportions G Consonni, L La Rocca Journal of the American Statistical Association 103 (483), 1260-1269, 2008	20	2008
Bayesian inference of causal effects from observational data in Gaussian graphical models F Castelletti, G Consonni Biometrics 77 (1), 136-149, 2021	19	2021
Bayesian learning of multiple directed networks from observational data F Castelletti, L La Rocca, S Peluso, FC Stingo, G Consonni Statistics in Medicine 39 (30), 4745-4766, 2020	19	2020

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