Consonni, Guido
Consonni, Guido
MILANO - Dipartimento di Scienze statistiche
Bayesian Causal Inference in Probit Graphical Models
2021-01-01 Castelletti, Federico; Consonni, Guido
Bayesian inference of causal effects from observational data in Gaussian graphical models
2021-01-01 Castelletti, F; Consonni, G.
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo
2021-01-01 Castelletti, Federico; Consonni, Guido; La Rocca, Luca
Accounting for model uncertainty in individualized designs for discrete choice experiments
2020-01-01 Consonni, Guido; Deldossi, Laura; Saggini, Eleonora
Bayesian learning of multiple directed networks from observational data
2020-01-01 Castelletti, F.; La Rocca, L.; Peluso, S.; Stingo, F. C.; Consonni, G.
Compatible priors for model selection of high-dimensional Gaussian DAGs
2020-01-01 Peluso, Stefano; Consonni, Guido
Discovering causal structures in Bayesian Gaussian directed acyclic graph models
2020-01-01 Castelletti, Federico; Consonni, Guido
Invited Discussion of the paper On a Class of Objective Priors from Scoring Rules by by Leisen, F., Villa, C., Walker, S. G.
2020-01-01 Consonni, Guido; Garcia Donato, Gonzalo
Objective methods for graphical structural learning
2020-01-01 Petrakis, Nikolaos; Peluso, Stefano; Fouskakis, Dimitris; Consonni, Guido
Structural learning of contemporaneous dependencies in graphical VAR models
2020-01-01 Paci, L.; Consonni, G.
The Measure of Population Aging in Different Welfare Regimes: A Bayesian Dynamic Modeling Approach
2020-01-01 Paroli, R.; Consonni, G.; Rosina, A.
Objective Bayes model selection of Gaussian interventional essential graphs for the identification of signaling pathways
2019-01-01 Castelletti, Federico; Consonni, Guido
Objective Bayesian Comparison of Order-Constrained Models in Contingency Tables.
2019-01-01 Paroli, Roberta; Consonni, Guido
A note on objective Bayes analysis for graphical vector autoregressive models
2018-01-01 Paci, Lucia; Consonni, Guido
Learning Markov Equivalence Classes of Directed Acyclic Graphs: an Objective Bayes Approach
2018-01-01 Castelletti, Federico; Consonni, Guido; Della Vedova, Marco Luigi; Peluso, Stefano
Prior Distributions for Objective Bayesian Analysis
2018-01-01 Consonni, Guido; Fouskakis, Dimitris; Liseo, Brunero; Ntzoufras, Ioannis
Accounting for model uncertainty in individualized designs for discrete choice experiments
2017-01-01 Consonni, Guido; Deldossi, Laura; Saggini, Eleonora
Objective Bayes Covariate-Adjusted Sparse Graphical Model Selection
2017-01-01 Consonni, Guido; La Rocca, L.; Peluso, Stefano
Objective Bayesian Comparison of Constrained Analysis of Variance Models
2017-01-01 Consonni, Guido; Paroli, Roberta
Objective Bayesian model discrimination in follow-up experimental designs
2016-01-01 Consonni, Guido; Deldossi, Laura