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Moreno Bevilacqua

Profesor Asociado

Universidad Adolfo Ibánez

Viña del Mar, Chile

Spatial statistics, likelihood approximations, covariance models, distribution theory

Statistics, UNIVERSITA DEGLI STUDI DI PADOVA. Italia, 2008

Researcher Full Time

Universita di Venezia

Science

Venezia, Italia

2008 - 2012
Researcher Full Time

Universita di Bergamo

Science

Bergamo, Italia

2012 - 2013
Profesor adjunto Full Time

UNIVERSIDAD DE VALPARAISO

Science

Valparaiso, Chile

2012 - 2019

PhD Thesis Supervisor
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Daira Velandia
Dissertation title: Methods for estimating cross-covariance functions of Multivariate Gaussian Random Fields
Supervisor: Moreno Bevilacqua
Doctorado en Estadística, UV, CHILE, 2015.

Tarik Faouzi
Dissertation title: Estimation and prediction of Gaussian random with Generalized Wendland function field under fixed domain asymptotics
Supervisor: Moreno Bevilacqua
Doctorado en Estadística, UV, CHILE, 2017.

Christian Caamaño
Dissertation title: Modeling and estimation of some non Gaussian random fields
Supervisor: Moreno Bevilacqua
Doctorado en Estadística, UV, CHILE, 2018.

Victor Morales
Dissertation title: Euclidean likelihood method for space time covariance function using parallel computation
Supervisor: Moreno Bevilacqua
Doctorado en Estadística, UV, CHILE, 2018.

Diego Morales
Dissertation title: Spatiotemporal modeling of count data
Supervisor: Mauricio Castro
Co-Supervisor: Moreno Bevilacqua
Doctorado en Estadística, PUC, CHILE, 2021.

Eloy Alvarado Narváez
Dissertation title: A Clayton-like spatial copula model with application to bounded support data
Supervisor: Moreno Bevilacqua
Doctorado en Estadística, UV, CHILE, 2022.


Convergence arguments to bridge cauchy and matern covariance functions Faouzi, Tarik; Porcu, Emilio; Kondrashuk, Igor; Bevilacqua, Moreno Article ISI STATISTICAL PAPERS (2023)
A class of random fields with two-piece marginal distributions for modeling point-referenced data with spatial outliers Bevilacqua, Moreno; Caamano-Carrillo, Christian; Arellano-Valle, Reinaldo B.; Gomez, Camilo Article ISI TEST (2022)
A selective view of climatological data and likelihood estimation Blasi, Federico; Caamano-Carrillo, Christian; Bevilacqua, Moreno; Furrer, Reinhard Article ISI SPATIAL STATISTICS (2022)
Asymptotically equivalent prediction in multivariate geostatistics Bachoc, Francois; Porcu, Emilio; Bevilacqua, Moreno; Furrer, Reinhard; Faouzi, Tarik Article ISI BERNOULLI (2022)
Modeling Point Referenced Spatial Count Data: A Poisson Process Approach Morales-Navarrete, Diego; Bevilacqua, Moreno; Caamano-Carrillo, Christian; Castro, Luis M. Article ISI JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2022)
SPACE-TIME ESTIMATION AND PREDICTION UNDER FIXED-DOMAIN ASYMPTOTICS WITH COMPACTLY SUPPORTED COVARIANCE FUNCTIONS Faouzi, Tarik; Porcu, Emilio; Bevilacqua, Moreno Article ISI STATISTICA SINICA (2022)
Unifying compactly supported and Matern covariance functions in spatial statistics Bevilacqua, Moreno; Caamano-Carrillo, Christian; Porcu, Emilio Article ISI JOURNAL OF MULTIVARIATE ANALYSIS (2022)
Blockwise Euclidean likelihood for spatio-temporal covariance models Morales-Onate, Victor; Crudu, Federico; Bevilacqua, Moreno Article ISI ECONOMETRICS AND STATISTICS (2021)
Families of covariance functions for bivariate random fields on spheres Bevilacqua, Moreno; Diggle, Peter J.; Porcu, Emilio Article ISI SPATIAL STATISTICS (2020)
Non-Gaussian geostatistical modeling using (skew) t processes Bevilacqua M.; CaamaÃ±o-Carrillo C.; Arellano-Valle, R.B.; Morales-OÃ±ate V. Article ISI SCOPUS Scandinavian Journal of Statistics (2020)
NONSEPARABLE, SPACE-TIME COVARIANCE FUNCTIONS WITH DYNAMICAL COMPACT SUPPORTS Porcu, Emilio; Bevilacqua, Moreno; Genton, Marc G. Article ISI STATISTICA SINICA (2020)
On modeling positive continuous data with spatiotemporal dependence Bevilacqua, Moreno; Caamano-Carrillo, Christian; Gaetan, Carlo Article ISI ENVIRONMETRICS (2020)
Reduction problems and deformation approaches to nonstationary covariance functions over spheres Porcu, Emilio; Senoussi, Rachid; Mendoza, Enner; Bevilacqua, Moreno Article ISI ELECTRONIC JOURNAL OF STATISTICS (2020)
Stein hypothesis and screening effect for covariances with compact support Porcu, Emilio; Zastavnyi, Viktor; Bevilacqua, Moreno; Emery, Xavier Article ISI ELECTRONIC JOURNAL OF STATISTICS (2020)
Zastavnyi operators and positive definite radial functions Faouzi, Tarik; Porcu, Emilio; Bevilacqua, Moreno; Kondrashuk, Igor Article ISI SCOPUS STATISTICS & PROBABILITY LETTERS (2020)
Composite likelihood estimation for a Gaussian process under fixed domain asymptotics Bachoc, Francois; Bevilacqua, Moreno; Velandia, Daira Article ISI SCOPUS JOURNAL OF MULTIVARIATE ANALYSIS (2019)
Estimation and prediction of Gaussian processes using generalized Cauchy covariance model under fixed domain asymptotics Bevilacqua, Moreno; Faouzi, Tarik Article ISI SCOPUS ELECTRONIC JOURNAL OF STATISTICS (2019)
ESTIMATION AND PREDICTION USING GENERALIZED WENDLAND COVARIANCE FUNCTIONS UNDER FIXED DOMAIN ASYMPTOTICS Bevilacqua, M; Faouzi, T; Furrer, R; Porcu, E Article ISI SCOPUS ANNALS OF STATISTICS (2019)
Equivalence and orthogonality of Gaussian measures on spheres Arafat, A; Porcu, E; Bevilacqua, M; Mateu, J Article ISI SCOPUS JOURNAL OF MULTIVARIATE ANALYSIS (2018)
The Shkarofsky-Gneiting class of covariance models for bivariate Gaussian random fields Porcu, E; Bevilacqua, M; Hering, AS Article ISI Stat (2018)
Buhmann covariance functions, their compact supports, and their smoothness Porcu E.; Zastavnyi V.P.; Bevilacqua M. Article WOS-ESCI SCOPUS Dolomites Research Notes on Approximation (2017)
Contours and dimple for the Gneiting class of space-time correlation functions Cuevas, F; Porcu, E; Bevilacqua, M Article ISI SCOPUS Biometrika (2017)
Estimating covariance functions of multivariate skew-Gaussian random fields on the sphere Alegria, A; Caro, S; Bevilacqua, M; Porcu, E; Clarke, J Article ISI SCOPUS Spatial Statistics (2017)
Maximum likelihood estimation for a bivariate Gaussian process under fixed domain asymptotics Velandia D.; Bachoc F.; Bevilacqua M.; Gendre X.; Loubes J.-M. Article ISI SCOPUS Electronic Journal of Statistics (2017)
Composite Likelihood Inference for Multivariate Gaussian Random Fields Bevilacqua, Moreno; Alegria, Alfredo; Velandia, Daira; Porcu, Emilio Article ISI SCOPUS JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS (2016)
Covariance tapering for multivariate Gaussian random fields estimation Bevilacqua, M; Fassò A.; Gaetan, C; Porcu, E; Velandia, D Article ISI SCOPUS STATISTICAL METHODS AND APPLICATIONS (2016)
Likelihood-based inference for multivariate space-time wrapped-Gaussian fields Alegría A; Bevilacqua, M; Porcu, E Article ISI SCOPUS JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION (2016)
Spatio-Temporal Covariance and Cross-Covariance Functions of the Great Circle Distance on a Sphere Porcu, Emilio; Bevilacqua, Moreno; Genton, Marc G. Article ISI SCOPUS JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2016)
Analysis of Random Fields Using CompRandFld Padoan S.A.; Bevilacqua, M Article ISI SCOPUS JOURNAL OF STATISTICAL SOFTWARE (2015)
Assessing the significance of the correlation between the components of a bivariate Gaussian random field Bevilacqua, M; Vallejos, R; Velandia, D Article ISI SCOPUS Environmetrics (2015)
Classes of compactly supported covariance functions for multivariate random fields Daley, DJ; Porcu, E; Bevilacqua, M Article ISI SCOPUS Stochastic Environmental Research and Risk Assessment (2015)
Comparing composite likelihood methods based on pairs for spatial Gaussian random fields Bevilacqua, M; Gaetan, C Article ISI SCOPUS Statistics and Computing (2015)
On the Flexibility of Multivariate Covariance Models: Comment on the Paper by Genton and Kleiber Bevilacqua, M; Hering, AS; Porcu, E Article ISI SCOPUS Statistical Science (2015)
Combining Euclidean and composite likelihood for binary spatial data estimation Bevilacqua M.; Crudu F.; Porcu E. Article ISI SCOPUS Stochastic Environmental Research and Risk Assessment (2014)
Validity of covariance models for the analysis of geographical variation Guillot, Gilles; Schilling, René L.; Porcu, Emilio; Bevilacqua, Moreno; Dray, Stephane Article ISI SCOPUS (2014)
Radial basis functions with compact support for multivariate geostatistics Porcu, E; Daley, DJ; Buhmann, M.; Bevilacqua, M Article ISI SCOPUS Stochastic Environmental Research and Risk Assessment (2013)
Estimating Space and Space-Time Covariance Functions for Large Data Sets: A Weighted Composite Likelihood Approach Bevilacqua, Moreno; Gaetan, Carlo; Mateu, Jorge; Porcu, Emilio Article ISI Journal of the American Statistical Association (2012)
Weighted composite likelihood-based tests for space-time separability of covariance functions Bevilacqua, M.; Mateu, J.; Porcu, E.; Zhang, H.; Zini, A. Article ISI Statistics and Computing (2010)
Modelling residuals dependence in dynamic life tables: a geostatistical approach. Debon, A; Montes, F; Mateu, J; Porcu, E; Bevilacqua, M Article ISI COMPUTATIONAL STATISTICS AND DATA ANALYSIS (2008)
Covariance functions which are stationary or nonstationary in space and stationary in time. Porcu, Emilio, Bevilacqua, M. and Mateu, J. Article ISI STATISTICA NEERLANDICA (2007)
Fitting negative spatial covariances to geothermal field temperatures in Nea Kessani (Greece) Mateu, Jorge; Porcu, Emilio; Christakos, George; Bevilacqua, Moreno Article ISI Environmetrics (2007)


Spatial Relationships Between Two Georeferenced Variables: With Applications in R Vallejos, R., Osorio, F., Bevilacqua, M. Monograph (2020)


Millenium Center for the Discovery of Structures in Complex Data Iniciativa Científica Milenio from the Chilean Ministry of Economy (NUCLEO18-CN01) Proyecto 2018-2022 Investigador(a)
Modeling and estimation of multivariate spatio temporal random fields Bevilacqua M. Proyecto (2016)
MODELING AND ESTIMATION OF MULTIVARIATE SPATIO TEMPORAL RANDOM FIELDS FONDECYT (1160280) Proyecto 2016-2020 Inv. Responsable
Covariance tapering and composite likelihood methods for cross covariance model estimation of multivariate Gaussian random fields Bevilacqua, Moreno Proyecto (2013)
COVARIANCE TAPERING AND COMPOSITE LIKELIHOOD METHODS FOR CROSS COVARIANCE MODELS ESTIMATION OF MULTIVARIATE GAUSSIAN RANDOM FIELDS. FONDECYT (11121408) Proyecto 2012-2015 Inv. Responsable