3 papers
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.AP2025
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.OT2025
Communicating complex statistical models to a public health audience: translating science into action with the FARSI approach
Mattia Stival, Lorenzo Schiavon, Gaia Bertarelli +1
Background. Effectively communicating complex statistical model outputs is a major challenge in public health. This study introduces the FARSI approach (Fast, Accessible, Reliable,…