Federico Castelletti

Author

Also Known As

Castelletti F., Castelletti, Federico, F Castelletti, Federico Castelletti

Publications

148

Citations

H-Index

Concepts

All Affiliations

Federico Castelletti is an author at Università Cattolica del Sacro Cuore specializing in statistical inference, data science, and engineering.

#	Concept	H-Index	Publications	Citations
1	Engineering	3	3	52
2	Public Health	2	2	24
3	Biostatistics	2	2	24
4	Computer Science	2	2	42
5	Business	1	1	28

Federico Castelletti

Publications

101

Citations

H-Index

Page 1

	Year	Citations
Learning Markov Equivalence Classes of Directed Acyclic Graphs: An Objective Bayes Approach Federico Castelletti, Guido Consonni, Marco L. Della Vedova, Bayesian Analysis Directed GraphEngineeringMachine LearningNetwork AnalysisStatistical Relational Learning	2018	28
Bayesian learning of multiple directed networks from observational data Federico Castelletti, Luca La Rocca, Stefano Peluso, Statistics in Medicine	2020	19
Bayesian inference of causal effects from observational data in Gaussian graphical models Federico Castelletti, Guido Consonni Biometrics	2020	18
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) Directed GraphEngineeringMachine LearningNetwork AnalysisCausal Dag	2020	14
Bayesian Model Selection of Gaussian Directed Acyclic Graph Structures Federico Castelletti International Statistical Review	2020	12
Objective Bayes model selection of Gaussian interventional essential graphs for the identification of signaling pathways Federico Castelletti, Guido Consonni The Annals of Applied Statistics Bayesian MethodologyEngineeringNetwork AnalysisCausal Relation ExtractionCausal Inference	2019	10

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