Marc G Genton
Marc G Genton
Distinguished Professor of Statistics, King Abdullah University of Science and Technology (KAUST)
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Skew-elliptical distributions and their applications: a journey beyond normality
MG Genton
CRC Press, 2004
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
Classes of kernels for machine learning: a statistics perspective
MG Genton
Journal of machine learning research 2 (Dec), 299-312, 2001
Functional boxplots
Y Sun, MG Genton
Journal of Computational and Graphical Statistics 20 (2), 316-334, 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
On fundamental skew distributions
RB Arellano-Valle, MG Genton
Journal of Multivariate Analysis 96 (1), 93-116, 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
Highly robust variogram estimation
MG Genton
Mathematical Geology 30 (2), 213-221, 1998
Robust Likelihood Methods Based on the Skew‐t and Related Distributions
A Azzalini, MG Genton
International Statistical Review 76 (1), 106-129, 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
Moments of skew-normal random vectors and their quadratic forms
MG Genton, L He, X Liu
Statistics & probability letters 51 (4), 319-325, 2001
Powering up with space-time wind forecasting
AS Hering, MG Genton
Journal of the American Statistical Association 105 (489), 92-104, 2010
Flexible class of skew‐symmetric distributions
Y Ma, MG Genton
Scandinavian Journal of Statistics 31 (3), 459-468, 2004
The multivariate skew-slash distribution
J Wang, MG Genton
Journal of Statistical Planning and Inference 136 (1), 209-220, 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
Generalized skew-elliptical distributions and their quadratic forms
MG Genton, NMR Loperfido
Annals of the Institute of Statistical Mathematics 57 (2), 389-401, 2005
Cross-covariance functions for multivariate geostatistics
MG Genton, W Kleiber
Statistical Science, 147-163, 2015
Separable approximations of space‐time covariance matrices
MG Genton
Environmetrics: The official journal of the International Environmetrics …, 2007
Short‐term wind speed forecasting for power system operations
X Zhu, MG Genton
International Statistical Review 80 (1), 2-23, 2012
A skew-symmetric representation of multivariate distributions
J Wang, J Boyer, MG Genton
Statistica Sinica, 1259-1270, 2004
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