dr. C. (Carlo) Cavicchia
Publications
Article (14)
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Academic (14)
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Cavicchia, C., Vichi, M., & Zaccaria, G. (2024). Parsimonious ultrametric Gaussian mixture models. Statistics and Computing, 34(3), Article 108. https://doi.org/10.1007/s11222-024-10405-9
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Cavicchia, C., & Sarnacchiaro, P. (2024). A new hierarchical composite indicator model for ranking the top 20 European football teams. Quality and Quantity. https://doi.org/10.1007/s11135-024-01842-9
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Cavicchia, C., Sarnacchiaro, P., Vichi, M., & Zaccaria, G. (2024). A model-based ultrametric composite indicator for studying waste management in Italian municipalities. Computational Statistics, 39(1), 21-50. https://doi.org/10.1007/s00180-023-01333-9
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Cavicchia, C., Vichi, M., & Zaccaria, G. (2023). Hierarchical disjoint principal component analysis. AStA Advances in Statistical Analysis, 107(3), 537-574. https://doi.org/10.1007/s10182-022-00458-4
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Vichi, M., Cavicchia, C., & Groenen, P. (2022). Hierarchical Means Clustering. Journal of Classification, 39(3), 553–577. https://doi.org/10.1007/s00357-022-09419-7
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Rosa, E., Montuori, P., Sarnacchiaro, P., Di Luca, F., Giovanetti, M. C., Provvisiero, D. P., Cavicchia, C., & Triassi, M. (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. https://doi.org/10.1080/02757540.2022.2047950
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Cavicchia, C., Vichi, M., & Zaccaria, G. (2022). Gaussian mixture model with an extended ultrametric covariance structure. Advances in Data Analysis and Classification, 16(2), 399-427. https://doi.org/10.1007/s11634-021-00488-x
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Cavicchia, C., & Vichi, M. (2021). Second-Order Disjoint Factor Analysis. Psychometrika, 87(1), 289-309. https://doi.org/https://doi-org.eur.idm.oclc.org/10.1007/s11336-021-09799-6, https://doi.org/10.1007/s11336-021-09799-6
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Cavicchia, C., & Vichi, M. (2021). Statistical Model-Based Composite Indicators for Tracking Coherent Policy Conclusions. Social Indicators Research, 156(2), 449-479. https://doi.org/10.1007/s11205-020-02318-7
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Cavicchia, C., & Sarnacchiaro, P. (2021). The effects of a new e-tivity on students' performance and satisfaction in an online course. Statistica Applicata, 33(2), 163-175. https://doi.org/10.26398/IJAS.0033-009
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Cavicchia, C., & Sarnacchiaro, P. (2021). Correction to: A multi-group higher-order factor analysis for studying the gender-effect in Teacher Job Satisfaction (METRON, (2022), 80, 1, (23-38), 10.1007/s40300-021-00204-x). Metron, 80(1), 39. https://doi.org/10.1007/s40300-021-00209-6
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Cavicchia, C., & Sarnacchiaro, P. (2021). A multi-group higher-order factor analysis for studying the gender-effect in Teacher Job Satisfaction. Metron, 80(1), 23-38. https://doi.org/10.1007/s40300-021-00204-x
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Cavicchia, C., Sarnacchiaro, P., & Vichi, M. (2021). A composite indicator for the waste management in the EU via Hierarchical Disjoint Non-Negative Factor Analysis. Socio-Economic Planning Sciences, 73, Article 100832. https://doi.org/10.1016/j.seps.2020.100832
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Cavicchia, C., Vichi, M., & Zaccaria, G. (2020). The ultrametric correlation matrix for modelling hierarchical latent concepts. Advances in Data Analysis and Classification, 14(4), 837-853. https://doi.org/10.1007/s11634-020-00400-z
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Chapter (2)
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Academic (2)
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Cavicchia, C., Sarnacchiaro, P., & Montuori, P. (2023). How Much Do Knowledge About and Attitude Toward Mobile Phone Use Affect Behavior While Driving? An Empirical Study Using a Structural Equation Model. In N. Salvati, C. Perna, S. Marchetti, & R. Chambers (Eds.), Studies in Theoretical and Applied Statistics: SIS 2021 (pp. 263-280). Springer. https://doi.org/10.1007/978-3-031-16609-9_17
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Cavicchia, C., Vichi, M., & Zaccaria, G. (2020). Exploring Hierarchical Concepts: Theoretical and Application Comparisons. In Imaizumi, T. and Nakayama, A. and Yokoyama, S. (Ed.), Advanced Studies in Behaviormetrics and Data Science: Essays in Honor of Akinori Okada (pp. 315-328). Springer Singapore. https://doi.org/10.1007/978-981-15-2700-5_19
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Conference proceeding (11)
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Academic (11)
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Cavicchia, C., Sarnacchiaro, P., Vichi, M., & Zaccaria, G. (2022). An ultrametric model to build a Composite Indicators system. In R. Lombardo, I. Camminatiello, & V. Simonacci (Eds.), Book of Short papers 10th International Conference IES 2022 Innovation and Society 5.0: Statistical and Economic Methodologies for Quality Assessment (pp. 208-211). PKE - Professional Knowledge Empowerment s.r.l..
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Cavicchia, C., Sarnacchiaro, P., & Vichi, M. (2022). Cost and performance: a composite indicator for separated waste collection in Italy. In Proceedings 63rd ISI World Statistics Congress, 11 - 16 July 2021, Virtual Article 000819 https://www.isi-web.org/files/docs/papers-and-abstracts/214-day5-ips011-cost-and-performance-a-composi.pdf
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Cavicchia, C., & Sarnacchiaro, P. (2021). Mobile phone use while driving: a Structural Equation Model to analyze the Behavior behind the wheel. In Book of Short Papers SIS2021 (pp. 835-840)
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Cavicchia, C., Vichi, M., & Zaccaria, G. (2021). The ultrametric covariance model for modelling teachers' job satisfaction. In Book of Short Papers SIS 2021 (pp. 1319-1324)
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Cavicchia, C., Vichi, M., & Zaccaria, G. (2021). Model-based clustering with parsimonious covariance structure. In G. Porzio, C. Rampichini, & C. Bocci (Eds.), CLADAG 2021 BOOK OF ABSTRACTS AND SHORT PAPERS: 13th Scientific Meeting of the Classification and Data Analysis Group Firenze, September 9-11, 2021 (pp. 296-299). Fupress.
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Cavicchia, C., Vichi, M., & Zaccaria, G. (2021). A parsimonious parameterization of a nonnegative correlation matrix. In S. Ingrassia, A. Punzo, & R. Rocci (Eds.), Book of Short Papers of the 5th international workshop on Models and Learning for Clustering and Classification MBC2 2020, Catania, Italy (pp. 21-26). Ledizioni.
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Cavicchia, C., Vichi, M., & Zaccaria, G. (2019). Hierarchical clustering and dimensionality reduction for big data. In Smart statistics for smart applications. Book of short paper SIS2019 (pp. 173-180)
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Cavicchia, C., Vichi, M., & Zaccaria, G. (2019). A new hierarchical model-based composite indicator on climate change. In Statistical methods for service quality for service quality evaluation evaluation. Book of short papers of IES 2019, Rome, Italy, July 4-5 (pp. 346-349)
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Cavicchia, C., Sarnacchiaro, P., & Vichi, M. (2019). Hierarchical Disjoint Non-Negative Factor Analysis: environment and waste management in the EU. In Statistical methods for service quality for service quality evaluation evaluation. Book of short papers of IES 2019, Rome, Italy, July 4-5 (pp. 154-157)
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Cavicchia, C., Sarnacchiaro, P., & Vichi, M. (2019). A composite indicator via hierarchical disjoint factor analysis for measuring the Italian football teams’ performance. In ASA CONFERENCE 2019 Statistics for Health and Well-being BOOK OF SHORT PAPERS (pp. 65-68)
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Cavicchia, C., Vichi, M., & Zaccaria, G. (2019). Dimensionality reduction via hierarchical factorial structure. In CLADAG 2019 Book of Short Papers (pp. 116-119)
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Editorial (1)
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Academic (1)
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Perri, P. F., Punzo, G., & Cavicchia, C. (2023). Editorial to the special issue on "Advances in statistical modelling, methods and applications". Metron, 81(3), 257-258. https://doi.org/10.1007/s40300-023-00260-5
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Additional activities (25)
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Journal of Computational Social Science (Journal)
Editorial work (Academic)
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Journal of Infrastructure, Policy and Development (Journal)
Editorial work (Academic)
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Journal of the Royal Statistical Society. Series B: Statistical Methodology (Journal)
Editorial work (Academic)
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Operational Research (Journal)
Editorial work (Academic)
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SoftwareX (Journal)
Editorial work (Academic)
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Computational Statistics and Data Analysis (Journal)
Editorial work (Academic)
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Journal of Classification (Journal)
Editorial work (Academic)
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Socio-Economic Planning Sciences (Journal)
Editorial work (Academic)
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Statistica (Journal)
Editorial work (Academic)
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Innovation and Society 5.0: Statistical and Economic Models and Techniques for Quality Assessment 2022
Organising and contributing to an event (Academic)
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SIS 2022
Organising and contributing to an event (Academic)
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Metron (Journal)
Editorial work (Academic)
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SAGE Open (Journal)
Editorial work (Academic)
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BMC psychology (Journal)
Editorial work (Academic)
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SIS 2022 (Event)
Editorial work (Academic)
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Behaviormetrika (Journal)
Editorial work (Academic)
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Statistical Methods and Applications (Journal)
Editorial work (Academic)
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Computational Statistics (Journal)
Editorial work (Academic)
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Data Science Statistics and Visualisation and European Conference on Data Analysis 2021
Organising and contributing to an event (Academic)
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PLoS ONE (Journal)
Editorial work (Academic)
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Metron (Journal)
Editorial work (Academic)
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SN Business and Economics (Journal)
Editorial work (Academic)
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Data Science, Statistics and Visualisation 2020
Organising and contributing to an event (Academic)
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Journal of Statistical Computation and Simulation (Journal)
Editorial work (Academic)
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Advances in Data Analysis and Classification (Journal)
Editorial work (Academic)
Address
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