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stat.AP2026
The Perceived Impact of Environment on Health in Italy: a Penalized Ordinal Regression Approach
Mattia Stival, Angela Andreella, Gaia Bertarelli +3
Understanding how individuals perceive their living environment is a complex task, as it reflects both personal and contextual determinants. In this paper, we address this task by…
stat.AP2025
Topic-informed dynamic mixture model for occupational heterogeneity in health risk behaviors
Lorenzo Schiavon, Mattia Stival, Angela Andreella +1
Behavioral risk factors, i.e., smoking, poor nutrition, alcohol misuse, and physical inactivity (SNAP), are leading contributors to chronic diseases and healthcare costs worldwide.…
stat.AP2024
A Bayesian approach to uncover local and temporal determinants of heterogeneity in repeated cross-sectional health surveys
Mattia Stival, Lorenzo Schiavon, Stefano Campostrini
In several countries, including Italy, a prominent approach to population health surveillance involves conducting repeated cross-sectional surveys at short intervals of time. These…