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Guido Consonni is a Professor of Statistics at the Catholic University of the Sacred Heart, Milan. Over his career, he has focused on numerous aspects of Bayesian statistics, including prior distributions, model selection, hierarchical models, graphical models, and Bayesian networks. His recent research interests concentrate on experimental design, replication studies, and causal inference based on directed acyclic graphs (DAGs). He is particularly interested in causal reasoning to develop more robust and interpretable artificial intelligence systems. He has authored over 50 articles in peer-reviewed scientific journals and over 30 other publications, including conference proceedings, reviews, and book chapters. He has also presented more than 30 seminars and invited talks at international conferences and workshops.
Catholic University of the Sacred Heart • Milan, Italy
Serving as a full professor of statistics, with responsibilities in research and teaching.
University of Pavia • Pavia, Italy
Held a tenured position as a full professor of statistics.
Bocconi University • Milan, Italy
Served as an associate professor in statistics.
Bocconi University • Milan, Italy
Engaged in research activities in the field of statistics.
Bocconi University • Milan, Italy
Worked as a research contractor.