Rosario Barone
Short Bio
I hold an MSc in Econometrics (2016) from the University of Rome Tor Vergata and a PhD in Statistics (2020) from Sapienza University of Rome. My academic journey includes international experiences as a Visiting PhD Student at the University of Plymouth, UK (2018), and as a Visiting Assistant Professor at the University of California, Los Angeles, USA (2025).
Research Interests
My research focuses on the development of statistical methodologies, with particular emphasis on Bayesian approaches. I work on parametric and nonparametric Bayesian methods for complex models, including static and dynamic mixture models — both finite and infinite —, stochastic processes (such as point processes and multi-state models), and high-dimensional copula models. More recently, I have been working on robust methods for the analysis of complex data structures (e.g., quantile multi-state regression models) and on the development of shrinkage priors for high-dimensional settings. In addition, I am involved in applied Bayesian modeling across various domains, including economics, finance, social sciences, and biostatistics.
Teaching
A.Y. 2024/2025
- Statistical Tools for Decision Making – Bachelor Degree in Global Governance, University of Rome Tor Vergata
- Biostatistics – Master in Musculoskeletal and Rheumatologic Physiotherapy, University of Rome Tor Vergata
A.Y. 2023/2024
- Statistical Tools for Decision Making – Bachelor Degree in Global Governance, University of Rome Tor Vergata
- Biostatistics – Master in Musculoskeletal and Rheumatologic Physiotherapy, University of Rome Tor Vergata
- Unsupervised Learning – Master in Data Science for Public Decision Making, University of Rome Tor Vergata
A.Y. 2022/2023
- Statistical Learning – Bachelor Degree in Global Governance, University of Rome Tor Vergata
- Statistical Inference – PhD in Data Science, University of Rome Tor Vergata
A.Y. 2021/2022
- Quantitative Methods III – Bachelor Degree in Business Administration and Economics, University of Rome Tor Vergata
Publications
Please refer to my profiles for a complete list:
Under Review
- R. Barone and A. Farcomeni. Latent class multi-state quantile regression with a cure fraction: application to jail recidivism in the USA.
- R. Barone and A. Tancredi. Dirichlet process multi-state mixture models.
- R. Barone, F. Bartolucci, A. Farcomeni and S. Pandolfi. Multilayer dynamic stochastic block models for analyzing international arms trade patterns.
About Ross
I grew up in Nocera — known as Nuvkrinum Alafaternum in Oscan and Nuceria in Latin — a historic city nestled between Naples, Salerno, and the Amalfi Coast. I owe much to Nocera, especially my enduring passion for Nocerina, the local football team that I proudly support in every division.
Beyond statistics, I am passionate about social and economic sciences, cooking, wine, football (more an obsession than a passion), hiking, music, and dogs, with a special mention for Trilli — my little angel wagging her tail among the clouds — and Carlotta, who stole my heart in just a few seconds. I am also deeply committed to civil and social rights, which, sadly, can no longer be taken for granted.
