Biography
Carlo Cavicchia, an Assistant Professor of Statistics at the Econometric Institute of Erasmus University Rotterdam, focuses his research on the methodological and computational aspects of data analysis, including latent variable models, unsupervised classification, and model-based composite indicators. He teaches statistics and data science courses at both graduate and undergraduate levels and supervises MSc and BSc theses in Econometrics, Statistics, and Data Science. Carlo is part of the sector plan SSH Breed (Theme 4: Digital decision support).
He serves as the IASC data analysis competition officer (2023-2025) and has held positions such as National board member (2021-2022) and National coordinator of y-SIS (2022). As an active member of the academic community, Carlo reviews for several statistics journals and has organized conferences like DSSV 2020 and DSSV-ECDA 2021. He also participates in program committees for conferences including CLADAG-VOC 2025, CLADAG 2023, IES 2023, IES 2022, and SIS 2022.
In 2024, Carlo Cavicchia was awarded the IFCS Chikio Hayashi award.
Erasmus School of Economics
Assistant professor | Econometrics
- cavicchia@ese.eur.nl
- Room
- ET-18
- Location
- Burg. Oudlaan 50, Rotterdam
More information
Work
- Carlo Cavicchia, Maurizio Vichi & Giorgia Zaccaria (2024) - Parsimonious ultrametric Gaussian mixture models - Statistics and Computing, 34 (3) - doi: 10.1007/s11222-024-10405-9 - [link]
- Michel van de Velden, Alfonso Iodice D’Enza, Angelos Markos & Carlo Cavicchia (2024) - A general framework for implementing distances for categorical variables - Pattern Recognition, 153 - doi: 10.1016/j.patcog.2024.110547 - [link]
- Carlo Cavicchia & Pasquale Sarnacchiaro (2024) - A new hierarchical composite indicator model for ranking the top 20 European football teams - Quality and Quantity - doi: 10.1007/s11135-024-01842-9 - [link]
- Carlo Cavicchia, Pasquale Sarnacchiaro, Maurizio Vichi & Giorgia Zaccaria (2024) - A model-based ultrametric composite indicator for studying waste management in Italian municipalities - Computational Statistics, 39 (1), 21-50 - doi: 10.1007/s00180-023-01333-9 - [link]
- Giorgia Zaccaria, Carlo Cavicchia & Lorenzo Balzotti (2024) - PUGMM: Parsimonious Ultrametric Gaussian Mixture Models - [link]
- Pier Francesco Perri, Gennaro Punzo & Carlo Cavicchia (2023) - Editorial to the special issue on "Advances in statistical modelling, methods and applications" - Metron, 81 (3), 257-258 - doi: 10.1007/s40300-023-00260-5 - [link]
- Carlo Cavicchia, Pasquale Sarnacchiaro & Paolo Montuori (2023) - How Much Do Knowledge About and Attitude Toward Mobile Phone Use Affect Behavior While Driving?: An Empirical Study Using a Structural Equation Model - doi: 10.1007/978-3-031-16609-9_17 - [link]
- Carlo Cavicchia, Maurizio Vichi & Giorgia Zaccaria (2023) - Hierarchical disjoint principal component analysis - AStA Advances in Statistical Analysis, 107 (3), 537-574 - doi: 10.1007/s10182-022-00458-4 - [link]
- Maurizio Vichi, Carlo Cavicchia & Patrick Groenen (2022) - Hierarchical Means Clustering - Journal of Classification, 39 (3), 553–577 - doi: 10.1007/s00357-022-09419-7 - [link]
- Elvira Rosa, Paolo Montuori, Pasquale Sarnacchiaro, Fabiana Di Luca, Maria Cristina Giovanetti, Donatella Paola Provvisiero, Carlo Cavicchia & Maria Triassi (2022) - Spatiotemporal estimation of heavy metals pollution in the Mediterranean Sea from Volturno River, southern Italy: distribution, risk assessment and loads - Chemistry and Ecology, 38 (4), 327-355 - doi: 10.1080/02757540.2022.2047950 - [link]
- Carlo Cavicchia (2025) - CLADAG-VOC 2025
- Carlo Cavicchia (2025) - IES 2025: Innovation & Society: Statistics and Data Science for Evaluation and Quality
- Carlo Cavicchia (2024) - 18th conference of the International Federation of Classification Societies
- Carlo Cavicchia (2024) - SIS 2024: 52nd Scientific Meeting of the Italian Statistical Society
- Carlo Cavicchia (2024) - Convex Clustering of Mixed Numerical and Categorical Data
- Carlo Cavicchia (2024) - Journal of Computational Social Science (Journal)
- Carlo Cavicchia (2024) - Journal of Infrastructure, Policy and Development (Journal)
- Carlo Cavicchia (2024) - Journal of the Royal Statistical Society. Series B: Statistical Methodology (Journal)
- Carlo Cavicchia (2024) - Operational Research (Journal)
- Carlo Cavicchia (2024) - SAGE Open (Journal)
- Carlo Cavicchia (2024) - SoftwareX (Journal)
- Carlo Cavicchia (2023) - Statistical Computing and Robust Inference for High Dimensional Data
- Carlo Cavicchia (2023) - ISI 2023 - 64th International Statistical Institute World Statistics Congress
- Carlo Cavicchia (2023) - SIS 2023: Statistical Learning, Sustainability and Impact Evaluation
- Carlo Cavicchia (2023) - Convex Clustering of Mixed Numerical and Categorical Data
- Carlo Cavicchia (2023) - CLADAG 2023: 14th Scientific Meeting Classification and Data Analysis Group
- Carlo Cavicchia (2023) - Computational Statistics and Data Analysis (Journal)
- Carlo Cavicchia (2023) - DSSV-ECDA 2023 - Joint conference of Data Science, Statistics & Visualisation and the European Conference on Data Analysis
- Carlo Cavicchia (2023) - IES 2023: Statistical methods for evaluation and quality: techniques, technologies and trends
- Carlo Cavicchia (2024) - IFCS Chikio Hayashi Award
- Carlo Cavicchia (2023) - ESE Starter grant
- Carlo Cavicchia (2023) - National Qualification for Associate Professor (Italy, ASN II Fascia) in Statistics (SC 13/D1)
- Carlo Cavicchia (2017) - Research Grant for Junior Researcher "Avvio alla ricerca"
- Carlo Cavicchia (2017) - Award in Stats under the Starts
- Carlo Cavicchia (2016) - PhD scholarship (3 years)
Seminar Case Studies in QMarketing
- Year
- 2024
- Course Code
- FEM21001
Applied Statistics 2
- Year
- 2024
- Course Code
- FEB12005X
Applied Statistics 2
- Year
- 2024
- Course Code
- FEB12005
