2 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…