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 PDFBibTeX XMLCite \textit{F. Castelletti} and \textit{G. Consonni}, Bayesian Anal. 16, No. 4, 1113--1137 (2021; Zbl 07808148) Full Text: DOI arXiv Link
Castelletti, Federico; Consonni, Guido Bayesian inference of causal effects from observational data in Gaussian graphical models. (English) Zbl 1520.62149 Biometrics 77, No. 1, 136-149 (2021). MSC: 62P10 PDFBibTeX XMLCite \textit{F. Castelletti} and \textit{G. Consonni}, Biometrics 77, No. 1, 136--149 (2021; Zbl 1520.62149) Full Text: DOI
Peluso, Stefano; Consonni, Guido Compatible priors for model selection of high-dimensional Gaussian DAGs. (English) Zbl 1455.62062 Electron. J. Stat. 14, No. 2, 4110-4132 (2020). MSC: 62F15 62F07 62H22 PDFBibTeX XMLCite \textit{S. Peluso} and \textit{G. Consonni}, Electron. J. Stat. 14, No. 2, 4110--4132 (2020; Zbl 1455.62062) 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 PDFBibTeX XMLCite \textit{D. Altomare} et al., Biometrics 69, No. 2, 478--487 (2013; Zbl 1274.62709) Full Text: DOI
Roverato, Alberto; Consonni, Guido Compatible prior distributions for directed acyclic graph models. (English) Zbl 1062.62050 J. R. Stat. Soc., Ser. B, Stat. Methodol. 66, No. 1, 47-61 (2004). MSC: 62F15 90C90 05C20 PDFBibTeX XMLCite \textit{A. Roverato} and \textit{G. Consonni}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 66, No. 1, 47--61 (2004; Zbl 1062.62050) Full Text: DOI