Peluso, Stefano
Peluso, Stefano
Bayesian inference of graph-based dependencies from mixed-type data
2024 Galimberti, Chiara; Peluso, Stefano; Castelletti, Federico
Bayesian learning of network structures from interventional experimental data
2024 Castelletti, Federico; Peluso, Stefano
Multiple hypothesis screening using mixtures of non-local distributions with applications to genomic studies
2023 Denti, Francesco; Peluso, Stefano; Guindani, Michele; Mira, Antonietta
Equivalence class selection of categorical graphical models
2021 Castelletti, Federico; Peluso, Stefano
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
Objective methods for graphical structural learning
2020 Petrakis, Nikolaos; Peluso, Stefano; Fouskakis, Dimitris; Consonni, Guido
Book of Short Papers SIS2019
2019 Arbia, Giuseppe; Peluso, Stefano; Pini, Alessia; Rivellini, Giulia
Conditionally Gaussian Random Sequences for an Integrated Variance Estimator with Correlation between Noise and Returns
2019 Peluso, Stefano; Mira, Antonietta; Muliere, Pietro
Evaluating health facility access using Bayesian spatial models and location analysis methods
2019 Tierney, Nicholas; Mira, Antonietta; Reinhold, Jost; Arbia, Giuseppe; Clifford, Samuel; Auricchio, Angelo; Moccetti, Tiziano; Peluso, Stefano; Kerrie, Mengersen
Parametric and nonparametric Bayesian methods in finance
2019 Peluso, Stefano
Bayesian Cluster Analysis: Point Estimation and Credible Balls. Contributed discussion
2018 Castelletti, Federico; Peluso, Stefano
Learning Markov Equivalence Classes of Directed Acyclic Graphs: an Objective Bayes Approach
2018 Castelletti, Federico; Consonni, Guido; Della Vedova, Marco Luigi; Peluso, Stefano
Reinforced urns and the subdistribution beta-Stacy process prior for competing risks analysis
2018 Arfè, Andrea; Peluso, Stefano; Muliere, Pietro
Semiparametric Multivariate and Multiple Change-Point Modeling
2018 Peluso, Stefano; Chib, Siddhartha; Mira, Antonietta
The Role of Managerial Control in Innovation Processes: an Empirical Analysis among Italian Firms
2018 Arcari, Anna; Pistoni, Anna; Peluso, Stefano
Learning vs earning trade-off with missing or censored observations: The two-armed Bayesian nonparametric beta-Stacy bandit problem
2017 Peluso, Stefano; Mira, Antonietta; Muliere, Pietro
Marginal modeling of multilateral relational events
2017 Bartolucci, Francesco; Mira, Antonietta; Peluso, Stefano
Objective Bayes Covariate-Adjusted Sparse Graphical Model Selection
2017 Consonni, Guido; La Rocca, L.; Peluso, Stefano
Robust Identification of Highly Persistent Interest Rate Regimes
2017 Peluso, Stefano; Mira, A.; Muliere, P.