Research output per year
Research output per year
Personal profile
Research interests
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.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Parsimonious ultrametric Gaussian mixture models
Cavicchia, C., Vichi, M. & Zaccaria, G., Jun 2024, In: Statistics and Computing. 34, 3, 108.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile26 Downloads (Pure) -
A general framework for implementing distances for categorical variables
van de Velden, M., D’Enza, A. I., Markos, A. & Cavicchia, C., May 2024, In: Pattern Recognition. 153, 110547.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile10 Downloads (Pure) -
A new hierarchical composite indicator model for ranking the top 20 European football teams
Cavicchia, C. & Sarnacchiaro, P., 28 Feb 2024, In: Quality and Quantity. 58, 5, p. 4033-4051 19 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile10 Downloads (Pure) -
A model-based ultrametric composite indicator for studying waste management in Italian municipalities
Cavicchia, C., Sarnacchiaro, P., Vichi, M. & Zaccaria, G., Feb 2024, In: Computational Statistics. 39, 1, p. 21-50 30 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
PUGMM: Parsimonious Ultrametric Gaussian Mixture Models
Zaccaria, G., Cavicchia, C. & Balzotti, L., 2024Research output: Non-textual form › Software › Academic
Datasets
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Spatiotemporal estimation of heavy metals pollution in the Mediterranean Sea from Volturno River, southern Italy: distribution, risk assessment and loads
De Rosa, E. (Creator), Montuori, P. (Creator), Sarnacchiaro, P. (Creator), Di Duca, F. (Creator), Cristina Giovinetti, M. (Contributor), Paola Provvisiero, D. (Contributor), Cavicchia, C. (Creator), Triassi, M. (Creator), Giovinetti, M. C. (Creator) & Provvisiero, D. P. (Creator), 2022
DOI: 10.6084/m9.figshare.19355062.v1, https://tandf.figshare.com/articles/dataset/Spatiotemporal_estimation_of_heavy_metals_pollution_in_the_Mediterranean_Sea_from_Volturno_River_southern_Italy_distribution_risk_assessment_and_loads/19355062/1 and one more link, https://tandf.figshare.com/articles/dataset/Spatiotemporal_estimation_of_heavy_metals_pollution_in_the_Mediterranean_Sea_from_Volturno_River_southern_Italy_distribution_risk_assessment_and_loads/19355062 (show fewer)
Dataset
Prizes
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National Qualification for Associate Professor (Italy, ASN II Fascia) in Statistics (SC 13/D1)
Cavicchia, C. (Recipient), Jun 2023
Prize: Other distinction › Academic
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Research Grant for Junior Researcher "Avvio alla ricerca"
Cavicchia, C. (Recipient), 2017
Prize › Academic
Activities
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CLADAG-VOC 2025
Cavicchia, C. (Member of programme committee)
2025Activity: Participating in or organising an event › Organising and contributing to an event › Academic
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IES 2025: Innovation & Society: Statistics and Data Science for Evaluation and Quality
Cavicchia, C. (Member of programme committee)
2025Activity: Participating in or organising an event › Organising and contributing to an event › Academic
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University of Naples Federico II
Cavicchia, C. (Visiting researcher)
4 Nov 2024 → 17 Nov 2024Activity: Visiting an external institution › Visiting an external academic institution › Academic
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18th conference of the International Federation of Classification Societies
Cavicchia, C. (Invited speaker)
15 Jul 2024 → 19 Jul 2024Activity: Talk or presentation › Invited talk › Academic
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SIS 2024: 52nd Scientific Meeting of the Italian Statistical Society
Cavicchia, C. (Invited speaker)
17 Jun 2024 → 20 Jun 2024Activity: Talk or presentation › Invited talk › Academic