Castelletti, Federico; Peluso, Stefano Network structure learning under uncertain interventions. (English) Zbl 07751832 J. Am. Stat. Assoc. 118, No. 543, 2117-2128 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{F. Castelletti} and \textit{S. Peluso}, J. Am. Stat. Assoc. 118, No. 543, 2117--2128 (2023; Zbl 07751832) Full Text: DOI
Ni, Yang; Baladandayuthapani, Veerabhadran; Vannucci, Marina; Stingo, Francesco C. Rejoinder to the discussion of “Bayesian graphical models for modern biological applications”. (English) Zbl 1515.62113 Stat. Methods Appl. 31, No. 2, 287-294 (2022). MSC: 62P10 62H22 PDFBibTeX XMLCite \textit{Y. Ni} et al., Stat. Methods Appl. 31, No. 2, 287--294 (2022; Zbl 1515.62113) Full Text: DOI
Castelletti, Federico; Consonni, Guido; La Rocca, Luca Discussion to: “Bayesian graphical models for modern biological applications” by Y. Ni, V. Baladandayuthapani, M. Vannucci and F. C. Stingo. (English) Zbl 1515.62106 Stat. Methods Appl. 31, No. 2, 261-267 (2022). MSC: 62P10 62H22 PDFBibTeX XMLCite \textit{F. Castelletti} et al., Stat. Methods Appl. 31, No. 2, 261--267 (2022; Zbl 1515.62106) Full Text: DOI
Castelletti, Federico; Peluso, Stefano Equivalence class selection of categorical graphical models. (English) Zbl 07422870 Comput. Stat. Data Anal. 164, Article ID 107304, 18 p. (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{F. Castelletti} and \textit{S. Peluso}, Comput. Stat. Data Anal. 164, Article ID 107304, 18 p. (2021; Zbl 07422870) Full Text: DOI arXiv
Castelletti, Federico Bayesian model selection of Gaussian directed acyclic graph structures. (English) Zbl 1528.62030 Int. Stat. Rev. 88, No. 3, 752-775 (2020). MSC: 62H22 62F15 65C05 PDFBibTeX XMLCite \textit{F. Castelletti}, Int. Stat. Rev. 88, No. 3, 752--775 (2020; Zbl 1528.62030) Full Text: DOI
Castelletti, Federico; Consonni, Guido Objective Bayes model selection of Gaussian interventional essential graphs for the identification of signaling pathways. (English) Zbl 1435.62435 Ann. Appl. Stat. 13, No. 4, 2289-2311 (2019). MSC: 62P30 62H22 62P10 62H12 PDFBibTeX XMLCite \textit{F. Castelletti} and \textit{G. Consonni}, Ann. Appl. Stat. 13, No. 4, 2289--2311 (2019; Zbl 1435.62435) Full Text: DOI Euclid