Consonni, Guido
Consonni, Guido
Bayesian Sample Size Determination for Causal Discovery
2024 Castelletti, Federico; Consonni, Guido
Bayesian sample size determination for detecting heterogeneity in multi-site replication studies
2024 Bourazas, Konstantinos; Consonni, Guido; Deldossi, Laura
Joint structure learning and causal effect estimation for categorical graphical models
2024 Castelletti, Federico; Consonni, Guido; Della Vedova, Marco Luigi
Bayesian approaches to designing replication studies
2023 Pawel, Samuel; Consonni, Guido; Held, Leonard
Bayesian graphical modeling for heterogeneous causal effects
2023 Castelletti, Federico; Consonni, Guido
Bayesian sample size determination for Multisite Replication Studies
2022 Bourazas, Konstantinos; Consonni, Guido; Deldossi, Laura
Bayesian Causal Inference in Probit Graphical Models
2021 Castelletti, Federico; Consonni, Guido
Bayesian inference of causal effects from observational data in Gaussian graphical models
2021 Castelletti, Federico; Consonni, Guido
Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo
2021 Castelletti, Federico; Consonni, Guido; La Rocca, Luca
Accounting for model uncertainty in individualized designs for discrete choice experiments
2020 Consonni, Guido; Deldossi, Laura; Saggini, Eleonora
Bayesian learning of multiple directed networks from observational data
2020 Castelletti, Federico; La Rocca, L.; Peluso, Stefano; Stingo, F. C.; Consonni, Guido
Compatible priors for model selection of high-dimensional Gaussian DAGs
2020 Peluso, Stefano; Consonni, Guido
Discovering causal structures in Bayesian Gaussian directed acyclic graph models
2020 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 Consonni, Guido; Garcia Donato, Gonzalo
Objective methods for graphical structural learning
2020 Petrakis, Nikolaos; Peluso, Stefano; Fouskakis, Dimitris; Consonni, Guido
Structural learning of contemporaneous dependencies in graphical VAR models
2020 Paci, Lucia; Consonni, Guido
The Measure of Population Aging in Different Welfare Regimes: A Bayesian Dynamic Modeling Approach
2020 Paroli, Roberta; Consonni, Guido; Rosina, Alessandro
Objective Bayes model selection of Gaussian interventional essential graphs for the identification of signaling pathways
2019 Castelletti, Federico; Consonni, Guido
Objective Bayesian Comparison of Order-Constrained Models in Contingency Tables.
2019 Paroli, Roberta; Consonni, Guido
A note on objective Bayes analysis for graphical vector autoregressive models
2018 Paci, Lucia; Consonni, Guido