Marc Georges Genton
37 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0001-6467-2998
King Abdullah University of Science and Technology
Publications
- Large-Scale Low-Rank Gaussian Process Prediction with Support Points — Journal of the American Statistical Association 2025
- Sensitivity analysis of wind energy resources with Bayesian non-Gaussian and nonstationary functional ANOVA — The Annals of Applied Statistics 2024
- Efficient Stochastic Generators with Spherical Harmonic Transformation for High-Resolution Global Climate Simulations from CESM2-LENS2 — Journal of the American Statistical Association 2024
- Stationary nonseparable space-time covariance functions on networks — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2023
- Spatio-Temporal Cross-Covariance Functions under the Lagrangian Framework with Multiple Advections — Journal of the American Statistical Association 2023
- Assessing the reliability of wind power operations under a changing climate with a non-Gaussian bias correction — The Annals of Applied Statistics 2021
- Spatial blind source separation — Biometrika 2020
- Spatiotemporal probabilistic wind vector forecasting over Saudi Arabia — The Annals of Applied Statistics 2020
- Reducing storage of global wind ensembles with stochastic generators — The Annals of Applied Statistics 2018
- Comment — Journal of the American Statistical Association 2018
- Factor Copula Models for Replicated Spatial Data — Journal of the American Statistical Association 2018
- Tukeyg-and-hRandom Fields — Journal of the American Statistical Association 2017
- Robust inference in sample selection models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2016
- Spatio-Temporal Covariance and Cross-Covariance Functions of the Great Circle Distance on a Sphere — Journal of the American Statistical Association 2016
- A tilting approach to ranking influence — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2016
- Multivariate max-stable spatial processes — Biometrika 2015
- Power Curve Estimation With Multivariate Environmental Factors for Inland and Offshore Wind Farms — Journal of the American Statistical Association 2015
- Incorporating geostrophic wind information for improved space–time short-term wind speed forecasting — The Annals of Applied Statistics 2014
- Spatially varying cross-correlation coefficients in the presence of nugget effects — Biometrika 2013
- Semiparametric Efficient and Robust Estimation of an Unknown Symmetric Population Under Arbitrary Sample Selection Bias — Journal of the American Statistical Association 2013
- Nonparametric Identification of Copula Structures — Journal of the American Statistical Association 2013
- A Valid Matérn Class of Cross-Covariance Functions for Multivariate Random Fields With Any Number of Components — Journal of the American Statistical Association 2012
- A Heckman Selection-tModel — Journal of the American Statistical Association 2012
- Aggregation-cokriging for highly multivariate spatial data — Biometrika 2011
- Explicit estimating equations for semiparametric generalized linear latent variable models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2010
- Cross-covariance functions for multivariate random fields based on latent dimensions — Biometrika 2010
- Powering Up With Space-Time Wind Forecasting — Journal of the American Statistical Association 2010
- Perturbation of Numerical Confidential Data via Skew-tDistributions — Management Science 2010
- Local Polynomial Quantile Regression With Parametric Features — Journal of the American Statistical Association 2009
- Testing the covariance structure of multivariate random fields — Biometrika 2008
- Statistical inference for evolving periodic functions — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2007
- A Nonparametric Assessment of Properties of Space–Time Covariance Functions — Journal of the American Statistical Association 2007
- Calibrated Probabilistic Forecasting at the Stateline Wind Energy Center — Journal of the American Statistical Association 2006
- Locally Efficient Semiparametric Estimators for Generalized Skew-Elliptical Distributions — Journal of the American Statistical Association 2005
- Comprehensive definitions of breakdown points for independent and dependent observations — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2003
- Robust Indirect Inference — Journal of the American Statistical Association 2003
- Fully decentralized inference for spatial data using low-rank models — Journal of the Royal Statistical Society: Series B (Statistical Methodology)