Man

Moreno Bevilacqua

Profesor Asociado

Universidad Adolfo Ibánez

Viña del Mar, Chile

Líneas de Investigación


Spatial statistics, likelihood approximations, covariance models, distribution theory

Educación

  •  Statistics, UNIVERSITA DEGLI STUDI DI PADOVA. Italia, 2008

Experiencia Académica

  •   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

Formación de Capital Humano


PhD Thesis Supervisor
------------------------------------------------------------------------------------------------------
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.



 

Article (41)

Convergence arguments to bridge cauchy and matern covariance functions
A class of random fields with two-piece marginal distributions for modeling point-referenced data with spatial outliers
A selective view of climatological data and likelihood estimation
Asymptotically equivalent prediction in multivariate geostatistics
Modeling Point Referenced Spatial Count Data: A Poisson Process Approach
SPACE-TIME ESTIMATION AND PREDICTION UNDER FIXED-DOMAIN ASYMPTOTICS WITH COMPACTLY SUPPORTED COVARIANCE FUNCTIONS
Unifying compactly supported and Matern covariance functions in spatial statistics
Blockwise Euclidean likelihood for spatio-temporal covariance models
Families of covariance functions for bivariate random fields on spheres
Non-Gaussian geostatistical modeling using (skew) t processes
NONSEPARABLE, SPACE-TIME COVARIANCE FUNCTIONS WITH DYNAMICAL COMPACT SUPPORTS
On modeling positive continuous data with spatiotemporal dependence
Reduction problems and deformation approaches to nonstationary covariance functions over spheres
Stein hypothesis and screening effect for covariances with compact support
Zastavnyi operators and positive definite radial functions
Composite likelihood estimation for a Gaussian process under fixed domain asymptotics
Estimation and prediction of Gaussian processes using generalized Cauchy covariance model under fixed domain asymptotics
ESTIMATION AND PREDICTION USING GENERALIZED WENDLAND COVARIANCE FUNCTIONS UNDER FIXED DOMAIN ASYMPTOTICS
Equivalence and orthogonality of Gaussian measures on spheres
The Shkarofsky-Gneiting class of covariance models for bivariate Gaussian random fields
Buhmann covariance functions, their compact supports, and their smoothness
Contours and dimple for the Gneiting class of space-time correlation functions
Estimating covariance functions of multivariate skew-Gaussian random fields on the sphere
Maximum likelihood estimation for a bivariate Gaussian process under fixed domain asymptotics
Composite Likelihood Inference for Multivariate Gaussian Random Fields
Covariance tapering for multivariate Gaussian random fields estimation
Likelihood-based inference for multivariate space-time wrapped-Gaussian fields
Spatio-Temporal Covariance and Cross-Covariance Functions of the Great Circle Distance on a Sphere
Analysis of Random Fields Using CompRandFld
Assessing the significance of the correlation between the components of a bivariate Gaussian random field
Classes of compactly supported covariance functions for multivariate random fields
Comparing composite likelihood methods based on pairs for spatial Gaussian random fields
On the Flexibility of Multivariate Covariance Models: Comment on the Paper by Genton and Kleiber
Combining Euclidean and composite likelihood for binary spatial data estimation
Validity of covariance models for the analysis of geographical variation
Radial basis functions with compact support for multivariate geostatistics
Estimating Space and Space-Time Covariance Functions for Large Data Sets: A Weighted Composite Likelihood Approach
Weighted composite likelihood-based tests for space-time separability of covariance functions
Modelling residuals dependence in dynamic life tables: a geostatistical approach.
Covariance functions which are stationary or nonstationary in space and stationary in time.
Fitting negative spatial covariances to geothermal field temperatures in Nea Kessani (Greece)

Monograph (1)

Spatial Relationships Between Two Georeferenced Variables: With Applications in R

Proyecto (5)

Millenium Center for the Discovery of Structures in Complex Data
Modeling and estimation of multivariate spatio temporal random fields
MODELING AND ESTIMATION OF MULTIVARIATE SPATIO TEMPORAL RANDOM FIELDS
Covariance tapering and composite likelihood methods for cross covariance model estimation of multivariate Gaussian random fields
COVARIANCE TAPERING AND COMPOSITE LIKELIHOOD METHODS FOR CROSS COVARIANCE MODELS ESTIMATION OF MULTIVARIATE GAUSSIAN RANDOM FIELDS.
44
Moreno Bevilacqua

Profesor Asociado

Universidad Adolfo Ibánez

Viña del Mar, Chile

4
Emilio Porcu

Professor

Mathematics

Universidad Técnica Federico Santa María

Valparaiso, Chile

3
Daira Velandia

Profesor Auxiliar

ESTADÍSTICA

Universidad de Valparaíso

Valparaíso, Chile

2
Alfredo Alegria

Professor

Matemática

Universidad Técnica Federico Santa María

Valparaíso, Chile

1
Igor Kondrachouk

Associate Professor

Departamento de Ciencias Basicas, Facultad de Ciencias

Universidad del Bio-Bio

Chillan, Chile

1
Reinaldo Arellano

Profesor Titular

Estadística

PONTIFICIA UNIVERSIDAD CATOLICA DE CHILE

Santiago, Chile

1
Ronny Vallejos

Associate professor and Head

Mathematics

Universidad Técnica Federico Santa María

Valparaíso, Chile

1
Federico Crudu

Assistant Professor

Pontificia Universidad Católica de Valparaíso

Valparaiso, Chile

1
Xavier Emery

Full professor

Mining Engineering

UNIVERSIDAD DE CHILE

Santiago, Chile

1
Diego Morales

Estudiante de Doctorado

Estadística

Pontificia Universidad Católica de Chile

Santiago, Chile