Biography
Carlo Cavicchia, an Assistant Professor of Statistics at the Econometric Institute of ÌÇÐÄÖ±²¥, 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.
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Work
- Mariaelena Bottazzi Schenone, Carlo Cavicchia, Maurizio Vichi & Giorgia Zaccaria (2025) - - Psychometrika - doi:
- Rick Willemsen, Carlo Cavicchia, Wilco van den Heuvel & Michel van de Velden (2025) - -
- Rick Willemsen, Carlo Cavicchia, Wilco van den Heuvel & Michel van de Velden (2025) - - INFORMS Journal on Computing - doi:
- Alfonso Iodice D’Enza, Angelos Markos, Michel van de Velden & Carlo Cavicchia (2025) - -
- Michel van de Velden, Alfonso Iodice D’Enza, Angelos Markos & Carlo Cavicchia (2024) - -
- Carlo Cavicchia, Maurizio Vichi & Giorgia Zaccaria (2024) - - Statistics and Computing, 34 (3) - doi: -
- Michel van de Velden, Alfonso Iodice D’Enza, Angelos Markos & Carlo Cavicchia (2024) - - Pattern Recognition, 153 - doi: -
- Carlo Cavicchia & Pasquale Sarnacchiaro (2024) - - Quality and Quantity, 58 (5), 4033-4051 - doi: -
- Carlo Cavicchia, Pasquale Sarnacchiaro, Maurizio Vichi & Giorgia Zaccaria (2024) - - Computational Statistics, 39 (1), 21-50 - doi: -
- Carlo Cavicchia & Maurizio Vichi (2024) - - doi: -
- Carlo Cavicchia (2025) - CLADAG-VOC 2025 (Member of programme committee)
Activiteit: Organising and contributing to an event › Academic - Carlo Cavicchia (2025) - IES 2025: Innovation & Society: Statistics and Data Science for Evaluation and Quality (Member of programme committee)
Activiteit: Organising and contributing to an event › Academic - Carlo Cavicchia (2025) - Statistics and Computing (Journal) (Reviewer)
Activiteit: Publication Peer-review › Academic - Carlo Cavicchia (2024) - University of Naples Federico II (Visiting researcher)
Activiteit: Visiting an external academic institution › Academic - Carlo Cavicchia (2024) - 18th conference of the International Federation of Classification Societies (Invited speaker)
Activiteit: Invited talk › Academic - Carlo Cavicchia (2024) - SIS 2024: 52nd Scientific Meeting of the Italian Statistical Society (Invited speaker)
Activiteit: Invited talk › Academic - Carlo Cavicchia (2024) - Convex Clustering of Mixed Numerical and Categorical Data (Invited speaker)
Activiteit: Invited talk › Academic - Carlo Cavicchia (2024) - Journal of Computational Social Science (Journal) (Reviewer)
Activiteit: Editorial work › Academic - Carlo Cavicchia (2024) - Journal of Infrastructure, Policy and Development (Journal) (Reviewer)
Activiteit: Editorial work › Academic - Carlo Cavicchia (2024) - Journal of the Royal Statistical Society. Series B: Statistical Methodology (Journal) (Reviewer)
Activiteit: Editorial work › Academic
- Carlo Cavicchia (2025) - ISI Elected Membership
- 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)
