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Guido Consonni
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Prior distributions for objective Bayesian analysis
G Consonni, D Fouskakis, B Liseo, I Ntzoufras
1892018
Mean-field variational approximate Bayesian inference for latent variable models
G Consonni, JM Marin
Computational Statistics & Data Analysis 52 (2), 790-798, 2007
902007
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
841995
Exponential and Bayesian conjugate families: review and extensions
E Gutiérrez-Peña, AFM Smith, JM Bernardo, G Consonni, P Veronese, ...
Test 6, 1-90, 1997
701997
Conjugate priors for exponential families having quadratic variance functions
G Consonni, P Veronese
Journal of the American Statistical Association 87 (420), 1123-1127, 1992
661992
Compatibility of prior specifications across linear models
G Consonni, P Veronese
Statistical Science 23 (3), 332-353, 2008
622008
Bayesian analysis of extreme values by mixture modeling
L Bottolo, G Consonni, P Dellaportas, A Lijoi
Extremes 6, 25-47, 2003
522003
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
482013
Compatible prior distributions for directed acyclic graph models
A Roverato, G Consonni
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2004
422004
Objective Bayes covariate‐adjusted sparse graphical model selection
G Consonni, L La Rocca, S Peluso
Scandinavian Journal of Statistics 44 (3), 741-764, 2017
392017
Learning Markov equivalence classes of directed acyclic graphs: an objective Bayes approach
F Castelletti, G Consonni, ML Della Vedova, S Peluso
362018
Objective Bayes factors for Gaussian directed acyclic graphical models
G Consonni, LL Rocca
Scandinavian Journal of Statistics 39 (4), 743-756, 2012
332012
Conditionally reducible natural exponential families and enriched conjugate priors
G Consonni, P Veronese
Scandinavian journal of statistics 28 (2), 377-406, 2001
302001
Testing Hardy–Weinberg equilibrium: an objective Bayesian analysis
G Consonni, E Moreno, S Venturini
Statistics in Medicine 30 (1), 62-74, 2011
272011
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
252004
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
242003
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
212020
The whetstone and the alum block: Balanced objective Bayesian comparison of nested models for discrete data
G Consonni, JJ Forster, L La Rocca
212013
Bayesian inference of causal effects from observational data in Gaussian graphical models
F Castelletti, G Consonni
Biometrics 77 (1), 136-149, 2021
192021
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
192008
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