Research output per year
Research output per year
- 45 results
Search results
-
2024
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 -
The Matérn Model: A Journey Through Statistics, Numerical Analysis and Machine Learning
Porcu, E., Bevilacqua, M., Schaback, R. & Oates, C. J., 2024, In: Statistical Science. 39, 3, p. 469-492 24 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
2022
A class of random fields with two-piece marginal distributions for modeling point-referenced data with spatial outliers
Bevilacqua, M., Caamaño-Carrillo, C., Arellano-Valle, R. B. & Gómez, C., Sep 2022, In: Test. 31, 3, p. 644-674 31 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
A selective view of climatological data and likelihood estimation
Blasi, F., Caamaño-Carrillo, C., Bevilacqua, M. & Furrer, R., Aug 2022, In: Spatial Statistics. 50, 100596.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Asymptotically equivalent prediction in multivariate geostatistics
Bachoc, F., Porcu, E., Bevilacqua, M., Furrer, R. & Faouzi, T., Nov 2022, In: Bernoulli. 28, 4, p. 2518-2545 28 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
SPACE-TIME ESTIMATION AND PREDICTION UNDER FIXED-DOMAIN ASYMPTOTICS WITH COMPACTLY SUPPORTED COVARIANCE FUNCTIONS
Faouzi, T., Porcu, E. & Bevilacqua, M., Jul 2022, In: Statistica Sinica. 32, 3, p. 1187-1203 17 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Unifying compactly supported and Matérn covariance functions in spatial statistics
Bevilacqua, M., Caamaño-Carrillo, C. & Porcu, E., May 2022, In: Journal of Multivariate Analysis. 189, 104949.Research output: Contribution to journal › Article › peer-review
Open Access19 Scopus citations -
2021
Blockwise Euclidean likelihood for spatio-temporal covariance models
Morales-Oñate, V., Crudu, F. & Bevilacqua, M., Oct 2021, In: Econometrics and Statistics. 20, p. 176-201 26 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Non-Gaussian geostatistical modeling using (skew) t processes
Bevilacqua, M., Caamaño-Carrillo, C., Arellano-Valle, R. B. & Morales-Oñate, V., Mar 2021, In: Scandinavian Journal of Statistics. 48, 1, p. 212-245 34 p.Research output: Contribution to journal › Article › peer-review
Open Access14 Scopus citations -
2020
Families of covariance functions for bivariate random fields on spheres
Bevilacqua, M., Diggle, P. J. & Porcu, E., Dec 2020, In: Spatial Statistics. 40, 100448.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
Nonseparable, space-time covariance functions with dynamical compact supports
Porcu, E., Bevilacqua, M. & Genton, M. G., Apr 2020, In: Statistica Sinica. 30, 2, p. 719-739 21 p.Research output: Contribution to journal › Article › peer-review
16 Scopus citations -
On modeling positive continuous data with spatiotemporal dependence
Bevilacqua, M., Caamaño-Carrillo, C. & Gaetan, C., 1 Nov 2020, In: Environmetrics. 31, 7, e2632.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations -
Spatial relationships between two georeferenced variables: With applications in R
Vallejos, R., Osorio, F. & Bevilacqua, M., 22 Sep 2020, Springer International Publishing. 194 p.Research output: Book/Report › Book › peer-review
65 Scopus citations -
Stein hypothesis and screening effect for covariances with compact support
Porcu, E., Zastavnyi, V., Bevilacqua, M. & Emery, X., 2020, In: Electronic Journal of Statistics. 14, 2, p. 2510-2528 19 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Zastavnyi operators and positive definite radial functions
Faouzi, T., Porcu, E., Bevilacqua, M. & Kondrashuk, I., Feb 2020, In: Statistics and Probability Letters. 157, 108620.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
2019
Composite likelihood estimation for a Gaussian process under fixed domain asymptotics
Bachoc, F., Bevilacqua, M. & Velandia, D., Nov 2019, In: Journal of Multivariate Analysis. 174, 104534.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
Estimation and prediction of Gaussian processes using generalized Cauchy covariance model under fixed domain asymptotics
Bevilacqua, M. & Faouzi, T., 2019, In: Electronic Journal of Statistics. 13, 2, p. 3025-3048 24 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Estimation and prediction using generalized wendland covariance functions under fixed domain asymptotics
Bevilacqua, M., Furrer, R., Faouzi, T. & Porcu, E., Apr 2019, In: Annals of Statistics. 47, 2, p. 828-856 29 p.Research output: Contribution to journal › Article › peer-review
Open Access56 Scopus citations -
2018
Equivalence and orthogonality of Gaussian measures on spheres
Arafat, A., Porcu, E., Bevilacqua, M. & Mateu, J., Sep 2018, In: Journal of Multivariate Analysis. 167, p. 306-318 13 p.Research output: Contribution to journal › Article › peer-review
Open Access13 Scopus citations -
The Shkarofsky-Gneiting class of covariance models for bivariate Gaussian random fields
Porcu, E., Bevilacqua, M. & Hering, A. S., 2018, In: Stat. 7, 1, e207.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
2017
Buhmann covariance functions, their compact supports, and their smoothness
Porcu, E., Zastavnyi, V. P. & Bevilacqua, M., 2017, In: Dolomites Research Notes on Approximation. 10, p. 33-42 10 p.Research output: Contribution to journal › Article › peer-review
11 Scopus citations -
Contours and dimple for the Gneiting class of space-time correlation functions
Cuevas, F., Porcu, E. & Bevilacqua, M., 1 Dec 2017, In: Biometrika. 104, 4, p. 995-1001 7 p.Research output: Contribution to journal › Article › peer-review
7 Scopus citations -
Estimating covariance functions of multivariate skew-Gaussian random fields on the sphere
Alegría, A., Caro, S., Bevilacqua, M., Porcu, E. & Clarke, J., Nov 2017, In: Spatial Statistics. 22, p. 388-402 15 p.Research output: Contribution to journal › Article › peer-review
Open Access12 Scopus citations -
Maximum likelihood estimation for a bivariate Gaussian process under fixed domain asymptotics
Velandia, D., Bachoc, F., Bevilacqua, M., Gendre, X. & Loubes, J. M., 2017, In: Electronic Journal of Statistics. 11, 2, p. 2978-3007 30 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
2016
Composite Likelihood Inference for Multivariate Gaussian Random Fields
Bevilacqua, M., Alegria, A., Velandia, D. & Porcu, E., 1 Sep 2016, In: Journal of Agricultural, Biological, and Environmental Statistics. 21, 3, p. 448-469 22 p.Research output: Contribution to journal › Article › peer-review
12 Scopus citations -
Covariance tapering for multivariate Gaussian random fields estimation
Bevilacqua, M., Fassò, A., Gaetan, C., Porcu, E. & Velandia, D., 1 Mar 2016, In: Statistical Methods and Applications. 25, 1, p. 21-37 17 p.Research output: Contribution to journal › Article › peer-review
19 Scopus citations -
Likelihood-based inference for multivariate space-time wrapped-Gaussian fields
Alegría, A., Bevilacqua, M. & Porcu, E., 1 Sep 2016, In: Journal of Statistical Computation and Simulation. 86, 13, p. 2583-2597 15 p.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
Spatio-Temporal Covariance and Cross-Covariance Functions of the Great Circle Distance on a Sphere
Porcu, E., Bevilacqua, M. & Genton, M. G., 2 Apr 2016, In: Journal of the American Statistical Association. 111, 514, p. 888-898 11 p.Research output: Contribution to journal › Article › peer-review
110 Scopus citations -
2015
Analysis of random fields using compRandFld
Padoan, S. A. & Bevilacqua, M., 1 Jan 2015, In: Journal of Statistical Software. 63, 9, p. 1-27 27 p.Research output: Contribution to journal › Article › peer-review
Open Access29 Scopus citations -
Assessing the significance of the correlation between the components of a bivariate Gaussian random field
Bevilacqua, M., Vallejos, R. & Velandia, D., 1 Dec 2015, In: Environmetrics. 26, 8, p. 545-556 12 p.Research output: Contribution to journal › Article › peer-review
8 Scopus citations -
Classes of compactly supported covariance functions for multivariate random fields
Daley, D. J., Porcu, E. & Bevilacqua, M., 1 May 2015, In: Stochastic Environmental Research and Risk Assessment. 29, 4, p. 1249-1263 15 p.Research output: Contribution to journal › Article › peer-review
48 Scopus citations -
Comparing composite likelihood methods based on pairs for spatial Gaussian random fields
Bevilacqua, M. & Gaetan, C., 3 Sep 2015, In: Statistics and Computing. 25, 5, p. 877-892 16 p.Research output: Contribution to journal › Article › peer-review
42 Scopus citations -
On the flexibility of multivariate covariance models: Comment on the paper by Genton and Kleiber
Bevilacqua, M., Hering, A. S. & Porcu, E., 2015, In: Statistical Science. 30, 2, p. 167-169 3 p.Research output: Contribution to journal › Article › peer-review
Open Access20 Scopus citations -
2014
Combining Euclidean and composite likelihood for binary spatial data estimation
Bevilacqua, M., Crudu, F. & Porcu, E., Feb 2014, In: Stochastic Environmental Research and Risk Assessment. 29, 2, p. 335-346 12 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Validity of covariance models for the analysis of geographical variation
Guillot, G., Schilling, R. L., Porcu, E. & Bevilacqua, M., Apr 2014, In: Methods in Ecology and Evolution. 5, 4, p. 329-335 7 p.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
2013
Radial basis functions with compact support for multivariate geostatistics
Porcu, E., Daley, D. J., Buhmann, M. & Bevilacqua, M., May 2013, In: Stochastic Environmental Research and Risk Assessment. 27, 4, p. 909-922 14 p.Research output: Contribution to journal › Article › peer-review
34 Scopus citations -
2012
Estimating space and space-time covariance functions for large data sets: A weighted composite likelihood approach
Bevilacqua, M., Gaetan, C., Mateu, J. & Porcu, E., 2012, In: Journal of the American Statistical Association. 107, 497, p. 268-280 13 p.Research output: Contribution to journal › Article › peer-review
Open Access113 Scopus citations -
2010
Weighted composite likelihood-based tests for space-time separability of covariance functions
Bevilacqua, M., Mateu, J., Porcu, E., Zhang, H. & Zini, A., 2010, In: Statistics and Computing. 20, 3, p. 283-293 11 p.Research output: Contribution to journal › Article › peer-review
8 Scopus citations -
2008
Modelling residuals dependence in dynamic life tables: A geostatistical approach
Debón, A., Montes, F., Mateu, J., Porcu, E. & Bevilacqua, M., 20 Feb 2008, In: Computational Statistics and Data Analysis. 52, 6, p. 3128-3147 20 p.Research output: Contribution to journal › Article › peer-review
20 Scopus citations -
2007
Covariance functions that are stationary or nonstationary in space and stationary in time
Porcu, E., Mateu, J. & Bevilacqua, M., Aug 2007, In: Statistica Neerlandica. 61, 3, p. 358-382 25 p.Research output: Contribution to journal › Article › peer-review
24 Scopus citations -
Fitting negative spatial covariances to geothermal field temperatures in Nea Kessani (Greece)
Mateu, J., Porcu, E., Christakos, G. & Bevilacqua, M., Nov 2007, In: Environmetrics. 18, 7, p. 759-773 15 p.Research output: Contribution to journal › Article › peer-review
11 Scopus citations