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Alessandro Mascaro
Postdoctoral researcher,
Universitat Pompeu Fabra
alessandro.mascaro@upf.edu

My name is Alessandro and I am a postdoctoral researcher at the Departament d’Economia i Empresa of Universitat Pompeu Fabra, Barcelona. Before, I was a PhD student in Statistics at University of Milano-Bicocca, advised by Federico Castelletti and Guido Consonni. My philosophical and research interests lie primarily in the area of causation and causal inference. In particular, I work on developing Bayesian methodologies for causal inference and causal structure learning from mixtures of observational and experimental data.

Interests

  • Causal inference
  • Bayesian statistics
  • Graphical models
  • Design of experiments

Education

University of Milano-Bicocca
2019 - 2023
Ph.D. Statistics
Università Cattolica del Sacro Cuore, Milan
2016 - 2019
M.Sc. Actuarial science
Università Cattolica del Sacro Cuore, Milan
2013 - 2016
B.Sc. Economics

Publications

See also my Google Scholar page
Bayesian Causal Discovery from Unknown General Interventions, 2023, ArXiv preprint
Alessandro Mascaro , Federico Castelletti
Structural Learning and Estimation of Joint Causal Effects among Network-dependent Variables, 2021, Statistical Methods & Applications
Federico Castelletti , Alessandro Mascaro