Concepedia

Federico Castelletti

FC

Statistics

Publications

6

Citations

106

H-Index

6

Active since

2018

Affiliations

Università Cattolica del Sacro Cuore(Current)

Federico Castelletti is an author at Università Cattolica del Sacro Cuore specializing in markov equivalence, directed acyclic graphs, and bayesian inference.

ORCID

Publications per year

2018–2020

6

Publications

6

Learning Markov Equivalence Classes of Directed Acyclic Graphs: An Objective Bayes Approach

Federico Castelletti, Guido Consonni, Marco L. Della Vedova et al. · Bayesian Analysis · 2018 · 30 citations · Full text

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Bayesian learning of multiple directed networks from observational data

Federico Castelletti, Luca La Rocca, Stefano Peluso et al. · Statistics in Medicine · 2020 · 19 citations · Full text

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Bayesian inference of causal effects from observational data in Gaussian graphical models

Federico Castelletti, Guido Consonni · Biometrics · 2020 · 18 citations

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Discovering Causal Structures in Bayesian Gaussian Directed Acyclic Graph Models

Federico Castelletti, Guido Consonni · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2020 · 15 citations

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Objective Bayes model selection of Gaussian interventional essential graphs for the identification of signaling pathways

Federico Castelletti, Guido Consonni · The Annals of Applied Statistics · 2019 · 12 citations · Full text

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