Marc G Genton
King Abdullah University of Science and Technology
H-index: 65
Asia-Saudi Arabia
Top articles of Marc G Genton
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Sensitivity analysis of wind energy resources with Bayesian non-Gaussian and nonstationary functional ANOVA | The Annals of Applied Statistics | Jiachen Zhang Paola Crippa Marc G Genton Stefano Castruccio | 2024/3 |
Multivariate unified skew-t distributions and their properties | arXiv preprint arXiv:2311.18294 | Kesen Wang Maicon J Karling Reinaldo B Arellano-Valle Marc G Genton | 2023/11/30 |
Conjugacy properties of multivariate unified skew-elliptical distributions | arXiv preprint arXiv:2402.09837 | Maicon J Karling Daniele Durante Marc G Genton | 2024/2/15 |
A multivariate modified skew-normal distribution | Statistical Papers | Sagnik Mondal Reinaldo B Arellano-Valle Marc G Genton | 2024/4 |
On the Impact of Spatial Covariance Matrix Ordering on Tile Low-Rank Estimation of Mat\'ern Parameters | arXiv preprint arXiv:2402.09356 | Sihan Chen Sameh Abdulah Ying Sun Marc G Genton | 2024/2/14 |
Uniform-over-dimension convergence with application to location tests for high-dimensional data | arXiv preprint arXiv:2403.16328 | Joydeep Chowdhury Subhajit Dutta Marc G Genton | 2024/3/24 |
Corrigendum to “Shannon Entropy and Mutual Information for Multivariate Skew‐Elliptical Distributions” published in Scandinavian Journal of Statistics (2013), vol. 40, pp. 42–62 | Scandinavian Journal of Statistics | Reinaldo B Arellano‐Valle Javier E Contreras‐Reyes Marc G Genton | 2024 |
GPU-Accelerated Vecchia Approximations of Gaussian Processes for Geospatial Data using Batched Matrix Computations | arXiv preprint arXiv:2403.07412 | Qilong Pan Sameh Abdulah Marc G Genton David E Keyes Hatem Ltaief | 2024/3/12 |
A multivariate skew-normal-Tukey-h distribution | Journal of Multivariate Analysis | Sagnik Mondal Marc G Genton | 2024/3/1 |
Data for" The Third Competition on Spatial Statistics for Large Datasets" | Yiping Hong Yan Song Sameh Abdulah Ying Sun Hatem Ltaief | 2023/9/28 | |
A Neural Network-Based Approach to Normality Testing for Dependent Data | arXiv preprint arXiv:2310.10422 | Minwoo Kim Marc G Genton Raphael Huser Stefano Castruccio | 2023/10/16 |
GPU-Accelerated Dense Covariance Matrix Generation for Spatial Statistics Applications | Zipei Geng Sameh Abdulah Hatem Ltaief YING SUN MARC G GENTON | 2023 | |
Portability and Scalability Evaluation of Large-Scale Statistical Modeling and Prediction Software through HPC-Ready Containers | arXiv preprint arXiv:2312.07748 | Sameh Abdulah Jorge Ejarque Omar Marzouk Hatem Ltaief Ying Sun | 2023/12/4 |
Are you all normal? It depends! | International Statistical Review | Wanfang Chen Marc G Genton | 2023/4 |
Test and visualization of covariance properties for multivariate spatio-temporal random fields | Journal of Computational and Graphical Statistics | Huang Huang Ying Sun Marc G Genton | 2023/10/2 |
Tractable Bayes of skew‐elliptical link models for correlated binary data | Biometrics | Zhongwei Zhang Reinaldo B Arellano‐Valle Marc G Genton Raphaël Huser | 2023/9 |
A space‐time model with temporal cyclostationarity for probabilistic forecasting and simulation of solar irradiance data | Stat | Soumya Das Yasser M Alshehri Georgiy L Stenchikov Marc G Genton | 2023/1 |
The third competition on spatial statistics for large datasets | Journal of Agricultural, Biological and Environmental Statistics | Yiping Hong Yan Song Sameh Abdulah Ying Sun Hatem Ltaief | 2023/12 |
Robust two-layer partition clustering of sparse multivariate functional data | Econometrics and Statistics | Zhuo Qu Wenlin Dai Marc G Genton | 2023/3/28 |
Efficient Large-scale Nonstationary Spatial Covariance Function Estimation Using Convolutional Neural Networks | arXiv preprint arXiv:2306.11487 | Pratik Nag Yiping Hong Sameh Abdulah Ghulam A Qadir Marc G Genton | 2023/6/20 |
Co-Authors
