4 papers
An Integrated Framework for Rule-Based Data Editing
Pierpaolo Massoli
This paper develops a mathematical framework connecting structural metadata, logical admissibility, and correction in statistical data editing. A normalized routing graph generates…
An Energy-Driven Framework for Privacy-Aware Synthetic Data Generation
Pierpaolo Massoli, Fabio Spagnuolo
The increasing demand for access to microdata in official statistics and data-intensive applications raises important challenges concerning disclosure risk, inferential validity an…
Modelling Territorial Dynamics through Statistical Mechanics: An Application to Resident Foreign Population
Pierpaolo Massoli
This study proposes an energy-based framework for exploring local variations around observed territorial configurations in Official Statistics. The observed distribution serves as…
Unveiling Complex Territorial Socio-Economic Dynamics: A Statistical Mechanics Approach
Pierpaolo Massoli
This study proposes a novel approach based on the Ising model for analyzing socio-economic emerging patterns between municipalities by investigating the observed configuration of a…