3 papers
stat.AP2026
Enhancing Gender Equality Assessment through Object-Oriented Bayesian networks: the European Gender Equality Index Case
Lorenzo Giammei, Fulvia Mecatti, Flaminia Musella +1
A novel data-driven framework is introduced to assess gender equality by complementing and empowering a widely used European gender composite indicator, the Gender Equality Index (…
stat.ME2025
Bayesian Network Propensity Score to Evaluate Treatment Effects in Observational Studies
Clelia Di Serio, Federica Cugnata, Pier Luigi Conti +4
This paper focuses on the Bayesian Network Propensity Score (BNPS), a novel approach for estimating treatment effects in observational studies characterized by unknown (and likely…
stat.AP2025
Statistical Challenges in Analyzing Migrant Backgrounds Among University Students: a Case Study from Italy
Lorenzo Giammei, Laura Terzera, Fulvia Mecatti
The methodological issues and statistical complexities of analyzing university students with migrant backgrounds is explored, focusing on Italian data from the University of Milano…