Marc G Genton

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Ying SunAssociate Professor of Statistics, King Abdullah University of Science and Technology (KAUST)Verified email at kaust.edu.sa
Stefano CastruccioNotre Dame Collegiate Associate Professor, University of Notre DameVerified email at nd.edu
David E. KeyesProfessor of Applied Mathematics and Computational Science, KAUSTVerified email at columbia.edu
Reinaldo Boris Arellano VallePontificia Universidad Católica de ChileVerified email at mat.uc.cl
Sameh AbdulahSenior Research ScientistVerified email at kaust.edu.sa
Raphaël HuserAssociate Professor, King Abdullah University of Science and Technology (KAUST)Verified email at kaust.edu.sa
Hatem LtaiefPrincipal Research Scientist, KAUSTVerified email at kaust.edu.sa
Paola CrippaUniversity of Notre DameVerified email at nd.edu
Bo LiWashington University in St. LouisVerified email at wustl.edu
Wenlin DaiAssociate Professor, Renmin University of ChinaVerified email at ruc.edu.cn
Reinhard FurrerProfessor of Applied Statistics, University of ZurichVerified email at math.uzh.ch
Amanda S. HeringProfessor, Baylor UniversityVerified email at baylor.edu
E Scott Sills, MD PhDCenter for Advanced Genetics (Carlsbad, CALIF)Verified email at CAGivf.com
Elvezio RonchettiResearch Center for Statistics and Geneva School of Economics and Management, University of GenevaVerified email at unige.ch
Jian CaoUniversity of HoustonVerified email at central.uh.edu
Tilmann GneitingHeidelberg Institute for Theoretical Studies (HITS), Karlsruhe Institute of Technology (KIT)Verified email at h-its.org
Pavel KrupskiyUniversity of MelbourneVerified email at unimelb.edu.au
Douglas NychkaProfessor, Applied Mathematics and Statistics, Colorado School of MinesVerified email at mines.edu
Wanfang ChenEast China Normal UniversityVerified email at fem.ecnu.edu.cn
Marcia GumpertzProfessor of Statistics, North Carolina State UniversityVerified email at ncsu.edu

Marc G Genton

Al-Khawarizmi Distinguished Professor of Statistics, KAUST

Verified email at kaust.edu.sa - Homepage

statistics


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Classes of kernels for machine learning: a statistics perspective MG Genton Journal of machine learning research 2 (Dec), 299-312, 2001	1053	2001
Covariance tapering for interpolation of large spatial datasets R Furrer, MG Genton, D Nychka Journal of Computational and Graphical Statistics 15 (3), 502-523, 2006	902	2006
Skew-elliptical distributions and their applications: a journey beyond normality MG Genton CRC Press, 2004	782	2004
Functional boxplots Y Sun, MG Genton Journal of computational and graphical statistics 20 (2), 316-334, 2011	671	2011
Geostatistical space-time models, stationarity, separability, and full symmetry T Gneiting, MG Genton, P Guttorp Monographs On Statistics and Applied Probability 107, 151, 2006	442	2006
On fundamental skew distributions RB Arellano-Valle, MG Genton Journal of Multivariate Analysis 96 (1), 93-116, 2005	406	2005
Cross-covariance functions for multivariate geostatistics MG Genton, W Kleiber	330	2015
Calibrated probabilistic forecasting at the stateline wind energy center: The regime-switching space–time method T Gneiting, K Larson, K Westrick, MG Genton, E Aldrich Journal of the American Statistical Association 101 (475), 968-979, 2006	319	2006
Highly robust variogram estimation MG Genton Mathematical geology 30, 213-221, 1998	300	1998
Robust Likelihood Methods Based on the Skew‐t and Related Distributions A Azzalini, MG Genton International Statistical Review 76 (1), 106-129, 2008	274	2008
Short-term spatio-temporal wind power forecast in robust look-ahead power system dispatch L Xie, Y Gu, X Zhu, MG Genton IEEE Transactions on Smart Grid 5 (1), 511-520, 2013	260	2013
A unified view on skewed distributions arising from selections RB Arellano‐Valle, MD Branco, MG Genton Canadian Journal of Statistics 34 (4), 581-601, 2006	255	2006
Forecasting uncertainty in electricity smart meter data by boosting additive quantile regression SB Taieb, R Huser, RJ Hyndman, MG Genton IEEE Transactions on Smart Grid 7 (5), 2448-2455, 2016	247	2016
Flexible class of skew‐symmetric distributions Y Ma, MG Genton Scandinavian Journal of Statistics 31 (3), 459-468, 2004	230	2004
Powering up with space-time wind forecasting AS Hering, MG Genton Journal of the American Statistical Association 105 (489), 92-104, 2010	229	2010
Separable approximations of space‐time covariance matrices MG Genton Environmetrics: The official journal of the International Environmetrics …, 2007	224	2007
The multivariate skew-slash distribution J Wang, MG Genton Journal of Statistical Planning and Inference 136 (1), 209-220, 2006	221	2006
Moments of skew-normal random vectors and their quadratic forms MG Genton, L He, X Liu Statistics & probability letters 51 (4), 319-325, 2001	214	2001
Generalized skew-elliptical distributions and their quadratic forms MG Genton, NMR Loperfido Annals of the Institute of Statistical Mathematics 57, 389-401, 2005	211	2005
Geostatistics for large datasets Y Sun, B Li, MG Genton Advances and challenges in space-time modelling of natural events, 55-77, 2012	204	2012

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