Guido Consonni
Università Cattolica del Sacro Cuore
H-index: 18
Europe-Italy
Top articles of Guido Consonni
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Bayesian sample size determination for detecting heterogeneity in multi-site replication studies | TEST | Konstantinos Bourazas Guido Consonni Laura Deldossi | 2024/1/23 |
Bayesian sample size determination for multi-site replication studies | arXiv preprint arXiv:2305.04064 | Konstantinos Bourazas Guido Consonni Laura Deldossi | 2023/5/6 |
Bayesian graphical modeling for heterogeneous causal effects | Statistics in Medicine | Federico Castelletti Guido Consonni | 2023/1/15 |
Assessing replication success via skeptical mixture priors | arXiv preprint arXiv:2401.00257 | Guido Consonni Leonardo Egidi | 2023/12/30 |
Bayesian approaches to designing replication studies. | Psychological Methods | Samuel Pawel Guido Consonni Leonhard Held | 2023/8/10 |
Joint structure learning and causal effect estimation for categorical graphical models | https://arxiv.org/abs/2306.16068 | Federico Castelletti Guido Consonni Marco Luigi Della Vedova | 2023 |
Moment priors for DAG models | Guido Consonni Luca LA ROCCA | 2022/10/13 | |
Bayesian sample size determination for causal discovery | https://arxiv.org/abs/2206.00755 | Federico Castelletti Guido Consonni | 2022 |
Multiple arrows in the Bayesian quiver: Bayesian learning of partially directed structures from heterogeneous data. | Luca La Rocca Federico Castelletti Stefano Peluso Francesco Claudio Stingo Guido Consonni | 2022 | |
Bayesian causal inference in probit graphical models | Bayesian Analysis | Federico Castelletti Guido Consonni | 2021/12 |
Bayesian inference of causal effects from observational data in Gaussian graphical models | Biometrics | Federico Castelletti Guido Consonni | 2021/3 |
Invited Discussion of the paper On a Class of Objective Priors from Scoring Rules by by Leisen, F., Villa, C., Walker, SG | BAYESIAN ANALYSIS | Guido Consonni Gonzalo Garcia Donato | 2020 |
Structural learning of contemporaneous dependencies in graphical VAR models | Computational Statistics & Data Analysis | Lucia Paci Guido Consonni | 2020/4/1 |
Bayesian learning of multiple essential graphs | Luca La Rocca Federico Castelletti Stefano Peluso Francesco Claudio Stingo Guido Consonni | 2020 | |
The Measure of Population Aging in Different Welfare Regimes: A Bayesian Dynamic Modeling Approach | European Journal of Population | Roberta Paroli Guido Consonni Alessandro Rosina | 2020/4 |
Compatible priors for model selection of high-dimensional Gaussian DAGs | Stefano Peluso Guido Consonni | 2020/1/1 | |
Objective Bayesian comparison of order-constrained models in contingency tables | TEST | Roberta Paroli Guido Consonni | 2020/3 |
Bayesian learning of multiple directed networks from observational data | Statistics in Medicine | Federico Castelletti Luca La Rocca Stefano Peluso Francesco C Stingo Guido Consonni | 2020/12/30 |
Objective Bayes Structure Learning in Gaussian Graphical Models | Nikolaos Petrakis | 2020/2/7 | |
Discovering causal structures in Bayesian Gaussian directed acyclic graph models | Journal of the Royal Statistical Society Series A: Statistics in Society | Federico Castelletti Guido Consonni | 2020/10 |
Co-Authors
