Prior distributions for objective Bayesian analysis G Consonni, D Fouskakis, B Liseo, I Ntzoufras | 166 | 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 | 66 | 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 | 45 | 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 | 37 | 2017 |
Objective Bayes factors for Gaussian directed acyclic graphical models G Consonni, LL Rocca Scandinavian Journal of Statistics 39 (4), 743-756, 2012 | 34 | 2012 |
Learning Markov equivalence classes of directed acyclic graphs: an objective Bayes approach F Castelletti, G Consonni, ML Della Vedova, S Peluso | 31 | 2018 |
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 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 |
Compatible priors for Bayesian model comparison with an application to the Hardy–Weinberg equilibrium model G Consonni, E Gutiérrez-Peña, P Veronese Test 17 (3), 585-605, 2008 | 18 | 2008 |