Projects per year
Personal profile
Research Interests
My main research interests concern theory, methodology and applications in multivariate spatio-temporal statistics.
Specifically my research topics are the study of flexible covariance models, the study of likelihood approximation for the estimation of large spatio-temporal data and the study of flexible non Gaussian models for spatio-temporal data analysis.
Key Words
Spatial Data, Covariance Models, Likelihood Approximations, Non-Gaussian random fields.
Profession
Degree in Statistics, University of Padova 2001
Education/Academic qualification
PhD, Universitá Degli Studi di Padova
Award Date: 11 Apr 2008
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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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On some new spatial models
Bevilacqua, M. (Principal Investigator)
Agencia Nacional de Investigacion y Desarrollo
1/04/24 → 1/04/28
Project: Research
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ACT210096: Machine Learning for Mental Health: New Developments and Applications using Multimodal Data
De la Cruz, R. (Director), Duran-Aniotz, C. (Alternate Director), Ruz, G. (Researcher), Ibáñez, A. (Researcher) & Bevilacqua, M. (Researcher)
Agencia Nacional de Investigación y Desarrollo
1/11/21 → 1/11/24
Project: Research
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ID21I10102: Sistema de Alerta y Monitoreo Satelital de Áreas de Relevancia Ambiental: casos de estudio en humedales urbanos, turberas y bosque esclerófilo
Eyheramendy, S. (Researcher), Bevilacqua, M. (Researcher), Lopatin, J. (Researcher), Jordán, A. (Researcher) & Galleguillos, M. (Director)
Agencia Nacional de Investigación y Desarrollo
26/11/21 → 26/11/23
Project: Research
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Modeling and estimation of some non-Gaussian spatio temporal data
Bevilacqua, M. (Principal Investigator)
Agencia Nacional de Investigación y Desarrollo
1/04/20 → 1/04/24
Project: Research
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A flexible Clayton-like spatial copula with application to bounded support data
Bevilacqua, M., Alvarado, E. & Caamaño-Carrillo, C., May 2024, In: Journal of Multivariate Analysis. 201, 105277.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Convergence arguments to bridge cauchy and matérn covariance functions
Faouzi, T., Porcu, E., Kondrashuk, I. & Bevilacqua, M., Apr 2024, In: Statistical Papers. 65, 2, p. 645-660 16 p.Research output: Contribution to journal › Article › peer-review
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Extending the generalized Wendland covariance model
Bevilacqua, M., Emery, X. & Faouzi, T., 2024, In: Electronic Journal of Statistics. 18, 2, p. 2771-2797 27 p.Research output: Contribution to journal › Article › peer-review
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Modeling Point Referenced Spatial Count Data: A Poisson Process Approach
Morales-Navarrete, D., Bevilacqua, M., Caamaño-Carrillo, C. & Castro, L. M., 2024, In: Journal of the American Statistical Association. 119, 545, p. 664-677 14 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Nearest neighbors weighted composite likelihood based on pairs for (non-)Gaussian massive spatial data with an application to Tukey-hh random fields estimation
Caamaño-Carrillo, C., Bevilacqua, M., López, C. & Morales-Oñate, V., Mar 2024, In: Computational Statistics and Data Analysis. 191, 107887.Research output: Contribution to journal › Article › peer-review
3 Scopus citations