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 CastruccioAssociate Professor, University of Notre DameVerified email at nd.edu
Reinaldo Boris Arellano VallePontificia Universidad Católica de ChileVerified email at mat.uc.cl
Raphaël HuserAssistant Professor, King Abdullah University of Science and Technology (KAUST)Verified email at kaust.edu.sa
David E. KeyesProfessor, King Abdullah University of Science and TechnologyVerified email at kaust.edu.sa
Bo LiUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Reinhard FurrerProfessor of Applied Statistics, University of ZurichVerified email at math.uzh.ch
Paola CrippaUniversity of Notre DameVerified email at nd.edu
Sameh AbdulahResearch ScientistVerified email at kaust.edu.sa
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
Hatem LtaiefPrincipal Research Scientist, KAUSTVerified email at kaust.edu.sa
Amanda S. HeringAssociate Professor, Baylor UniversityVerified email at baylor.edu
Le XieSegers Family Dean’s Excellence Professor in Engineering, Texas A&M UniversityVerified email at tamu.edu
Tilmann GneitingHeidelberg Institute for Theoretical Studies (HITS), Karlsruhe Institute of Technology (KIT)Verified email at h-its.org
Wenlin DaiAssistant Professor, Renmin University of ChinaVerified email at ruc.edu.cn
Douglas NychkaProfessor, Applied Mathematics and Statistics, Colorado School of MinesVerified email at mines.edu
Marcia GumpertzProfessor of Statistics, North Carolina State UniversityVerified email at ncsu.edu
Huiyan SangTexas A&M UniversityVerified email at stat.tamu.edu
Pavel KrupskiyUniversity of MelbourneVerified email at unimelb.edu.au

Marc G Genton

Distinguished Professor of Statistics, King Abdullah University of Science and Technology (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	776	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	744	2006
Skew-elliptical distributions and their applications: a journey beyond normality MG Genton CRC Press, 2004	714	2004
Functional boxplots Y Sun, MG Genton Journal of Computational and Graphical Statistics 20 (2), 316-334, 2011	485	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	392	2006
On fundamental skew distributions RB Arellano-Valle, MG Genton Journal of Multivariate Analysis 96 (1), 93-116, 2005	363	2005
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	283	2006
Highly robust variogram estimation MG Genton Mathematical Geology 30 (2), 213-221, 1998	264	1998
Cross-covariance functions for multivariate geostatistics MG Genton, W Kleiber Statistical Science 30 (2), 147-163, 2015	243	2015
Robust Likelihood Methods Based on the Skew‐t and Related Distributions A Azzalini, MG Genton International Statistical Review 76 (1), 106-129, 2008	243	2008
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	223	2006
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	208	2013
Powering up with space-time wind forecasting AS Hering, MG Genton Journal of the American Statistical Association 105 (489), 92-104, 2010	207	2010
Moments of skew-normal random vectors and their quadratic forms MG Genton, L He, X Liu Statistics & probability letters 51 (4), 319-325, 2001	206	2001
Flexible class of skew‐symmetric distributions Y Ma, MG Genton Scandinavian Journal of Statistics 31 (3), 459-468, 2004	194	2004
Separable approximations of space‐time covariance matrices MG Genton Environmetrics: The official journal of the International Environmetrics …, 2007	187	2007
The multivariate skew-slash distribution J Wang, MG Genton Journal of Statistical Planning and Inference 136 (1), 209-220, 2006	187	2006
Generalized skew-elliptical distributions and their quadratic forms MG Genton, NMR Loperfido Annals of the Institute of Statistical Mathematics 57 (2), 389-401, 2005	184	2005
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	175	2016
Short‐term wind speed forecasting for power system operations X Zhu, MG Genton International Statistical Review 80 (1), 2-23, 2012	171	2012

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