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
David E. KeyesProfessor of Applied Mathematics and Computational Science, KAUSTVerified email at columbia.edu
Stefano CastruccioNotre Dame Collegiate Associate Professor, University of Notre DameVerified email at nd.edu
Reinaldo Boris Arellano VallePontificia Universidad Católica de ChileVerified email at mat.uc.cl
Sameh AbdulahResearch 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 LiUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Reinhard FurrerProfessor of Applied Statistics, University of ZurichVerified email at math.uzh.ch
Wenlin DaiAssociate Professor, Renmin University of ChinaVerified email at ruc.edu.cn
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
Felipe TagleUniversity of Notre DameVerified email at nd.edu
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	1045	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	889	2006
Skew-elliptical distributions and their applications: a journey beyond normality MG Genton CRC Press, 2004	781	2004
Functional boxplots Y Sun, MG Genton Journal of Computational and Graphical Statistics 20 (2), 316-334, 2011	665	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	434	2006
On fundamental skew distributions RB Arellano-Valle, MG Genton Journal of Multivariate Analysis 96 (1), 93-116, 2005	402	2005
Cross-covariance functions for multivariate geostatistics MG Genton, W Kleiber	324	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	313	2006
Highly robust variogram estimation MG Genton Mathematical geology 30, 213-221, 1998	302	1998
Robust Likelihood Methods Based on the Skew‐t and Related Distributions A Azzalini, MG Genton International Statistical Review 76 (1), 106-129, 2008	273	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	259	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	249	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	239	2016
Flexible class of skew‐symmetric distributions Y Ma, MG Genton Scandinavian Journal of Statistics 31 (3), 459-468, 2004	227	2004
Powering up with space-time wind forecasting AS Hering, MG Genton Journal of the American Statistical Association 105 (489), 92-104, 2010	225	2010
Separable approximations of space‐time covariance matrices MG Genton Environmetrics: The Official Journal of the International Environmetrics …, 2007	222	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	213	2001
Generalized skew-elliptical distributions and their quadratic forms MG Genton, NMR Loperfido Annals of the Institute of Statistical Mathematics 57, 389-401, 2005	212	2005
Geostatistics for large datasets Y Sun, B Li, MG Genton Advances and challenges in space-time modelling of natural events, 55-77, 2012	201	2012

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