Castelletti, Federico; Consonni, Guido Bayesian sample size determination for causal discovery. (English) Zbl 07886120 Stat. Sci. 39, No. 2, 305-321 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Castelletti, Federico; Consonni, Guido Bayesian causal inference in probit graphical models. (English) Zbl 07808148 Bayesian Anal. 16, No. 4, 1113-1137 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Castelletti, Federico; Consonni, Guido; Della Vedova, Marco L.; Peluso, Stefano Learning Markov equivalence classes of directed acyclic graphs: an objective Bayes approach. (English) Zbl 1407.62189 Bayesian Anal. 13, No. 4, 1235-1260 (2018). MSC: 62H12 62F15 05C20 62H99 × Cite Format Result Cite Review PDF Full Text: DOI Euclid
Altomare, Davide; Consonni, Guido; La Rocca, Luca Objective Bayesian search of Gaussian directed acyclic graphical models for ordered variables with non-local priors. (English) Zbl 1274.62709 Biometrics 69, No. 2, 478-487 (2013). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Consonni, Guido; La Rocca, Luca Objective Bayes factors for Gaussian directed acyclic graphical models. (English) Zbl 1253.62015 Scand. J. Stat. 39, No. 4, 743-756 (2012). MSC: 62F15 05C20 62H10 05C90 × Cite Format Result Cite Review PDF Full Text: DOI Link