×
Author ID: consonni.guido Recent zbMATH articles by "Consonni, Guido"
Published as: Consonni, Guido; Consonni, G.
External Links: ORCID

Publications by Year

Citations contained in zbMATH Open

36 Publications have been cited 273 times in 199 Documents Cited by Year
Prior distributions for objective Bayesian analysis. Zbl 1407.62073
Consonni, Guido; Fouskakis, Dimitris; Liseo, Brunero; Ntzoufras, Ioannis
34
2018
Compatibility of prior specifications across linear models. Zbl 1329.62331
Consonni, Guido; Veronese, Piero
28
2008
Objective Bayesian search of Gaussian directed acyclic graphical models for ordered variables with non-local priors. Zbl 1274.62709
Altomare, Davide; Consonni, Guido; La Rocca, Luca
18
2013
Objective Bayes covariate-adjusted sparse graphical model selection. Zbl 06774144
Consonni, Guido; La Rocca, Luca; Peluso, Stefano
17
2017
Conjugate priors for exponential families having quadratic variance functions. Zbl 0764.62027
Consonni, Guido; Veronese, Piero
16
1992
Mean-field variational approximate Bayesian inference for latent variable models. Zbl 1247.62085
Consonni, Guido; Marin, Jean-Michel
16
2007
A Bayesian method for combining results from several binomial experiments. Zbl 0847.62018
Consonni, Guido; Veronese, Piero
14
1995
Objective Bayes factors for Gaussian directed acyclic graphical models. Zbl 1253.62015
Consonni, Guido; La Rocca, Luca
12
2012
Enriched conjugate and reference priors for the Wishart family on symmetric cones. Zbl 1046.62054
Consonni, Guido; Veronese, Piero
12
2003
Conditionally reducible natural exponential families and enriched conjugate priors. Zbl 0973.62011
Consonni, Guido; Veronese, Piero
10
2001
Compatible prior distributions for directed acyclic graph models. Zbl 1062.62050
Roverato, Alberto; Consonni, Guido
10
2004
Bayesian analysis of extreme values by mixture modelling. Zbl 1053.62061
Bottolo, Leonardo; Consonni, Guido; Dellaportas, Petros; Lijoi, Antonio
9
2003
Reference priors for exponential families with simple quadratic variance function. Zbl 1032.62021
Consonni, Guido; Veronese, Piero; Gutiérrez-Peña, Eduardo
9
2004
The whetstone and the alum block: balanced objective Bayesian comparison of nested models for discrete data. Zbl 1331.62131
Consonni, Guido; Forster, Jonathan J.; La Rocca, Luca
8
2013
Objective Bayes model selection of Gaussian interventional essential graphs for the identification of signaling pathways. Zbl 1435.62435
Castelletti, Federico; Consonni, Guido
6
2019
Learning Markov equivalence classes of directed acyclic graphs: an objective Bayes approach. Zbl 1407.62189
Castelletti, Federico; Consonni, Guido; Della Vedova, Marco L.; Peluso, Stefano
6
2018
Bayesian clustering for row effects models. Zbl 1134.62038
Tarantola, Claudia; Consonni, Guido; Dellaportas, Petros
5
2008
Tests based on intrinsic priors for the equality of two correlated proportions. Zbl 1205.62024
Consonni, Guido; La Rocca, Luca
5
2008
Compatible priors for Bayesian model comparison with an application to the Hardy-Weinberg equilibrium model. Zbl 1367.62066
Consonni, Guido; Gutiérrez-Peña, Eduardo; Veronese, Piero
4
2008
Bayesian inference of causal effects from observational data in Gaussian graphical models. Zbl 1520.62149
Castelletti, Federico; Consonni, Guido
4
2021
Compatible priors for model selection of high-dimensional Gaussian DAGs. Zbl 1455.62062
Peluso, Stefano; Consonni, Guido
4
2020
Algebraic Bayesian analysis of contingency tables with possibly zero-probability cells. Zbl 1132.62046
Consonni, Guido; Pistone, Giovanni
3
2007
Structural learning of contemporaneous dependencies in graphical VAR models. Zbl 1504.62131
Paci, Lucia; Consonni, Guido
3
2020
Objective Bayesian comparison of constrained analysis of variance models. Zbl 1402.62040
Consonni, Guido; Paroli, Roberta
3
2017
Reference priors for discrete graphical models. Zbl 1152.62322
Consonni, Guido; Leucari, Valentina
3
2006
Invariant normal Bayesian linear models and experimental designs. Zbl 0671.62034
Consonni, G.; Dawid, A. P.
2
1985
Unbiased Bayes estimates and improper priors. Zbl 0777.62031
Consonni, Guido; Veronese, Piero
2
1993
Decomposition and Bayesian analysis of invariant normal linear models. Zbl 0591.62002
Consonni, G.; Dawid, A. P.
2
1985
Objective Bayesian model discrimination in follow-up experimental designs. Zbl 06833255
Consonni, Guido; Deldossi, Laura
2
2016
On a class of objective priors from scoring rules (with discussion). Zbl 1483.62005
Leisen, Fabrizio; Villa, Cristiano; Walker, Stephen G.
2
2020
Some remarks on the use of improper priors for the analysis of exponential regression models. Zbl 0663.62042
Consonni, Guido; Veronese, Piero
1
1989
Impostazione Bayesiana di un problema di analisi discriminatoria nell’ambito di un modello non parametrico. Zbl 0514.62066
Consonni, Guido
1
1981
A note on coherent invariant distributions as non-informative priors for exponential and location-scale families. Zbl 0696.62004
Consonni, Guido; Veronese, Piero
1
1989
Comment: “Gibbs sampling, exponential families and orthogonal polynomials”. Zbl 1327.62056
Berti, Patrizia; Consonni, Guido; Pratelli, Luca; Rigo, Pietro
1
2008
Parametrizations and reference priors for multinomial decomposable graphical models. Zbl 1236.62011
Consonni, Guido; Massam, Hélène
1
2012
A Bayesian hierarchical model for the evaluation of a website. Zbl 1046.62024
Di Scala, L.; La Rocca, L.; Consonni, G.
1
2004
Bayesian inference of causal effects from observational data in Gaussian graphical models. Zbl 1520.62149
Castelletti, Federico; Consonni, Guido
4
2021
Compatible priors for model selection of high-dimensional Gaussian DAGs. Zbl 1455.62062
Peluso, Stefano; Consonni, Guido
4
2020
Structural learning of contemporaneous dependencies in graphical VAR models. Zbl 1504.62131
Paci, Lucia; Consonni, Guido
3
2020
On a class of objective priors from scoring rules (with discussion). Zbl 1483.62005
Leisen, Fabrizio; Villa, Cristiano; Walker, Stephen G.
2
2020
Objective Bayes model selection of Gaussian interventional essential graphs for the identification of signaling pathways. Zbl 1435.62435
Castelletti, Federico; Consonni, Guido
6
2019
Prior distributions for objective Bayesian analysis. Zbl 1407.62073
Consonni, Guido; Fouskakis, Dimitris; Liseo, Brunero; Ntzoufras, Ioannis
34
2018
Learning Markov equivalence classes of directed acyclic graphs: an objective Bayes approach. Zbl 1407.62189
Castelletti, Federico; Consonni, Guido; Della Vedova, Marco L.; Peluso, Stefano
6
2018
Objective Bayes covariate-adjusted sparse graphical model selection. Zbl 06774144
Consonni, Guido; La Rocca, Luca; Peluso, Stefano
17
2017
Objective Bayesian comparison of constrained analysis of variance models. Zbl 1402.62040
Consonni, Guido; Paroli, Roberta
3
2017
Objective Bayesian model discrimination in follow-up experimental designs. Zbl 06833255
Consonni, Guido; Deldossi, Laura
2
2016
Objective Bayesian search of Gaussian directed acyclic graphical models for ordered variables with non-local priors. Zbl 1274.62709
Altomare, Davide; Consonni, Guido; La Rocca, Luca
18
2013
The whetstone and the alum block: balanced objective Bayesian comparison of nested models for discrete data. Zbl 1331.62131
Consonni, Guido; Forster, Jonathan J.; La Rocca, Luca
8
2013
Objective Bayes factors for Gaussian directed acyclic graphical models. Zbl 1253.62015
Consonni, Guido; La Rocca, Luca
12
2012
Parametrizations and reference priors for multinomial decomposable graphical models. Zbl 1236.62011
Consonni, Guido; Massam, Hélène
1
2012
Compatibility of prior specifications across linear models. Zbl 1329.62331
Consonni, Guido; Veronese, Piero
28
2008
Bayesian clustering for row effects models. Zbl 1134.62038
Tarantola, Claudia; Consonni, Guido; Dellaportas, Petros
5
2008
Tests based on intrinsic priors for the equality of two correlated proportions. Zbl 1205.62024
Consonni, Guido; La Rocca, Luca
5
2008
Compatible priors for Bayesian model comparison with an application to the Hardy-Weinberg equilibrium model. Zbl 1367.62066
Consonni, Guido; Gutiérrez-Peña, Eduardo; Veronese, Piero
4
2008
Comment: “Gibbs sampling, exponential families and orthogonal polynomials”. Zbl 1327.62056
Berti, Patrizia; Consonni, Guido; Pratelli, Luca; Rigo, Pietro
1
2008
Mean-field variational approximate Bayesian inference for latent variable models. Zbl 1247.62085
Consonni, Guido; Marin, Jean-Michel
16
2007
Algebraic Bayesian analysis of contingency tables with possibly zero-probability cells. Zbl 1132.62046
Consonni, Guido; Pistone, Giovanni
3
2007
Reference priors for discrete graphical models. Zbl 1152.62322
Consonni, Guido; Leucari, Valentina
3
2006
Compatible prior distributions for directed acyclic graph models. Zbl 1062.62050
Roverato, Alberto; Consonni, Guido
10
2004
Reference priors for exponential families with simple quadratic variance function. Zbl 1032.62021
Consonni, Guido; Veronese, Piero; Gutiérrez-Peña, Eduardo
9
2004
A Bayesian hierarchical model for the evaluation of a website. Zbl 1046.62024
Di Scala, L.; La Rocca, L.; Consonni, G.
1
2004
Enriched conjugate and reference priors for the Wishart family on symmetric cones. Zbl 1046.62054
Consonni, Guido; Veronese, Piero
12
2003
Bayesian analysis of extreme values by mixture modelling. Zbl 1053.62061
Bottolo, Leonardo; Consonni, Guido; Dellaportas, Petros; Lijoi, Antonio
9
2003
Conditionally reducible natural exponential families and enriched conjugate priors. Zbl 0973.62011
Consonni, Guido; Veronese, Piero
10
2001
A Bayesian method for combining results from several binomial experiments. Zbl 0847.62018
Consonni, Guido; Veronese, Piero
14
1995
Unbiased Bayes estimates and improper priors. Zbl 0777.62031
Consonni, Guido; Veronese, Piero
2
1993
Conjugate priors for exponential families having quadratic variance functions. Zbl 0764.62027
Consonni, Guido; Veronese, Piero
16
1992
Some remarks on the use of improper priors for the analysis of exponential regression models. Zbl 0663.62042
Consonni, Guido; Veronese, Piero
1
1989
A note on coherent invariant distributions as non-informative priors for exponential and location-scale families. Zbl 0696.62004
Consonni, Guido; Veronese, Piero
1
1989
Invariant normal Bayesian linear models and experimental designs. Zbl 0671.62034
Consonni, G.; Dawid, A. P.
2
1985
Decomposition and Bayesian analysis of invariant normal linear models. Zbl 0591.62002
Consonni, G.; Dawid, A. P.
2
1985
Impostazione Bayesiana di un problema di analisi discriminatoria nell’ambito di un modello non parametrico. Zbl 0514.62066
Consonni, Guido
1
1981
all top 5

Cited by 332 Authors

25 Consonni, Guido
12 Fouskakis, Dimitris
12 Ntzoufras, Ioannis
9 Castelletti, Federico
8 Veronese, Piero
7 Khare, Kshitij
6 Baladandayuthapani, Veerabhadran
6 Peluso, Stefano
6 Stingo, Francesco Claudio
6 Wagenmakers, Eric-Jan
5 La Rocca, Luca
5 Ni, Yang
4 Massam, Helene M.
4 Villa, Cristiano
4 Walker, Stephen Grahm
3 Cao, Xuan
3 Corander, Jukka
3 Diaconis, Persi Warren
3 Durante, Daniele
3 Fowlie, Andrew
3 Gutiérrez-Peña, Eduardo
3 Kokonendji, Célestin Clotaire
3 Konno, Yoshihiko
3 Ly, Alexander
3 Martín, Jacinto
3 Melilli, Eugenio
3 Ormerod, John T.
3 Pérez, Carlos Javier
3 Robert, Christian P.
3 Rubio, Francisco Javier
3 Rufo, María Jesús
3 Saloff-Coste, Laurent
3 Sun, Dongchu
3 Tarantola, Claudia
3 Tawn, Jonathan A.
3 Wand, Matthew P.
2 Casella, George
2 Dawid, Alexander Philip
2 Dobra, Adrian
2 Draper, Norman R.
2 Dunson, David Brian
2 Fasano, Augusto
2 Ferreira, Marco A. R.
2 Forster, Jonathan J.
2 García-Donato, Gonzalo
2 Ghosh, Malay
2 Girón González-Torre, Francisco Javier
2 Giudici, Paolo
2 Hassairi, Abdelhamid
2 Hoijtink, Herbert
2 Klugkist, Irene
2 Komaki, Fumiyasu
2 Leday, Gwenaël G. R.
2 Leisen, Fabrizio
2 Liseo, Brunero
2 Louzada, Francisco
2 Marin, Jean-Michel
2 Marsman, Maarten
2 Mezzetti, Maura
2 Michailidis, George C.
2 Moreno, Elías
2 Mulder, Joris
2 Nandram, Balgobin
2 Ohnishi, Toshio
2 Paci, Lucia
2 Paroli, Roberta
2 Pensar, Johan
2 Perrakis, Konstantinos
2 Petrone, Sonia
2 Rajaratnam, Bala
2 Ramos, Eduardo
2 Ramos, Pedro Luiz
2 Richardson, Sylvia
2 Rohrbeck, Christian
2 Tzoumerkas, G.
2 Vannucci, Marina
2 Yanagimoto, Takemi
1 Aliverti, Emanuele
1 Altomare, Davide
1 Anceschi, Niccolo
1 Annis, David H.
1 Antoniano-Villalobos, Isadora
1 Argiento, Raffaele
1 Armagan, Artin
1 Arshad, Hasan
1 Asgharian, Masoud
1 Bailey, Rosemary A.
1 Baker, Ruth Elizabeth
1 Barrientos, Andrés Felipe
1 Barry, Daniel
1 Bartoš, František
1 Berger, James Orvis
1 Bernardo, Jose-Miguel
1 Berti, Patrizia
1 Bhadra, Dhiman
1 Bhatta, Dilli
1 Bhattacharya, Abhishek
1 Bhattacharya, Anirban
1 Bielza, Concha
1 Booth, James G.
...and 232 more Authors
all top 5

Cited in 60 Serials

19 Computational Statistics and Data Analysis
14 Bayesian Analysis
12 Statistical Science
11 Journal of Multivariate Analysis
10 The Annals of Statistics
10 Journal of Statistical Planning and Inference
9 Communications in Statistics. Theory and Methods
7 Test
7 Statistical Methods and Applications
6 Biometrics
4 Scandinavian Journal of Statistics
4 Journal of the American Statistical Association
4 Statistics & Probability Letters
4 Computational Statistics
4 Journal of Computational and Graphical Statistics
4 Statistics and Computing
3 Psychometrika
3 International Statistical Review
3 Journal of Mathematical Psychology
3 Extremes
3 Electronic Journal of Statistics
3 The Annals of Applied Statistics
3 Statistical Theory and Related Fields
3 Stat
2 The Canadian Journal of Statistics
2 Metron
2 Journal of Statistical Computation and Simulation
2 Linear Algebra and its Applications
2 Bernoulli
2 Statistical Modelling
2 Journal of Statistical Theory and Practice
2 Sankhyā. Series A
1 The American Statistician
1 Archive for History of Exact Sciences
1 International Journal of Theoretical Physics
1 Bulletin of Mathematical Biology
1 Annals of the Institute of Statistical Mathematics
1 Biometrical Journal
1 British Journal of Mathematical & Statistical Psychology
1 Statistica Neerlandica
1 Journal of Classification
1 Statistics
1 International Journal of Approximate Reasoning
1 Statistical Papers
1 Statistica Sinica
1 Journal of Nonparametric Statistics
1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
1 Australian & New Zealand Journal of Statistics
1 Journal of the Royal Statistical Society. Series B. Statistical Methodology
1 Journal of Applied Statistics
1 Acta Mathematica Sinica. English Series
1 Applied Stochastic Models in Business and Industry
1 Journal of Machine Learning Research (JMLR)
1 Statistical Applications in Genetics and Molecular Biology
1 Statistical Methodology
1 Journal of the Italian Statistical Society
1 Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A: Matemáticas. RACSAM
1 Sankhyā. Series B
1 Statistics in Medicine
1 Journal de la Société Française de Statistique

Citations by Year