Marc G. Genton

Q: What Schools Are Affiliated With Marc G. Genton

Marc G. Genton is affiliated with the following schools: North Carolina State University, École Polytechnique Fédérale de Lausanne, King Abdullah University of Science and Technology, Texas A&M University, University of Geneva

Marc G. Genton's AcademicInfluence.com Rankings

Marc G. Genton

Mathematics

#3907

World Rank

#5651

Historical Rank

Statistics

#358

World Rank

#425

Historical Rank

mathematics Degrees

Download Badge

Mathematics

Marc G. Genton's Degrees

PhD Mathematics University of Geneva
Masters Mathematics University of Geneva

Why Is Marc G. Genton Influential?

(Suggest an Edit or Addition)

According to Wikipedia, Marc G. Genton, is currently a Distinguished Professor of Statistics with the King Abdullah University of Science and Technology, , Thuwal, Saudi Arabia. He is known as a specialist in Spatio-Temporal Statistics, Data Science and their applications in geophysics, climate science, and marine science. The International Association for Mathematical Geosciences awarded him the Georges Matheron Lectureship in 2020. He is a Fellow of the American Statistical Association , Elected member to the International Statistical Institute , Fellow member of the Royal Statistical Society , Fellow of the Institute of Mathematical Statistics , and Fellow of the American Association for the Advancement of Science .

(See a Problem?)

Marc G. Genton's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Covariance Tapering for Interpolation of Large Spatial Datasets (2006) (681)
Classes of Kernels for Machine Learning: A Statistics Perspective (2002) (665)
Functional Boxplots (2011) (401)
On fundamental skew distributions (2005) (354)
Skew-elliptical distributions and their applications : a journey beyond normality (2004) (328)
Geostatistical Space-Time Models, Stationarity, Separability, and Full Symmetry (2007) (314)
Calibrated Probabilistic Forecasting at the Stateline Wind Energy Center (2006) (248)
Robust Likelihood Methods Based on the Skew‐t and Related Distributions (2008) (237)
Cross-Covariance Functions for Multivariate Geostatistics (2015) (231)
A unified view on skewed distributions arising from selections (2006) (205)
Highly Robust Variogram Estimation (1998) (192)
Powering Up With Space-Time Wind Forecasting (2010) (182)
Short-Term Spatio-Temporal Wind Power Forecast in Robust Look-ahead Power System Dispatch (2014) (178)
Flexible Class of Skew‐Symmetric Distributions (2004) (176)
Generalized skew-elliptical distributions and their quadratic forms (2005) (174)
Separable approximations of space‐time covariance matrices (2007) (170)
The multivariate skew-slash distribution (2006) (165)
Geostatistics for Large Datasets (2012) (154)
Cross-covariance functions for multivariate random fields based on latent dimensions (2010) (149)
Moments of skew-normal random vectors and their quadratic forms (2001) (148)
A SKEW-SYMMETRIC REPRESENTATION OF MULTIVARIATE DISTRIBUTIONS (2002) (146)
Short‐Term Wind Speed Forecasting for Power System Operations (2012) (146)
Spatio-Temporal Covariance and Cross-Covariance Functions of the Great Circle Distance on a Sphere (2016) (144)
Forecasting Uncertainty in Electricity Smart Meter Data by Boosting Additive Quantile Regression (2016) (141)
A Valid Matérn Class of Cross-Covariance Functions for Multivariate Random Fields With Any Number of Components (2012) (124)
On the likelihood function of Gaussian max-stable processes (2011) (119)
Highly Robust Estimation of the Autocovariance Function (2000) (116)
A likelihood ratio test for separability of covariances (2006) (109)
High-Order Composite Likelihood Inference for Max-Stable Distributions and Processes (2014) (99)
Adjusted functional boxplots for spatio‐temporal data visualization and outlier detection (2012) (96)
Spatio-temporal analysis of wildfire ignitions in the St Johns River Water Management District, Florida (2006) (96)
Multivariate extended skew-t distributions and related families (2010) (95)
Variogram Fitting by Generalized Least Squares Using an Explicit Formula for the Covariance Structure (1998) (94)
Comprehensive definitions of breakdown points for independent and dependent observations (2003) (92)
Testing for separability of space–time covariances (2005) (88)
On the exact distribution of the maximum of absolutely continuous dependent random variables (2008) (85)
A Heckman Selection-t Model (2012) (85)
Tukey g-and-h Random Fields (2017) (83)
A Nonparametric Assessment of Properties of Space–Time Covariance Functions (2007) (83)
Diagnostic and treatment characteristics of polycystic ovary syndrome: descriptive measurements of patient perception and awareness from 657 confidential self-reports (2001) (82)
Robust Indirect Inference (2003) (80)
Shannon Entropy and Mutual Information for Multivariate Skew‐Elliptical Distributions (2013) (77)
Simplicial band depth for multivariate functional data (2014) (76)
Correlation Models for Temperature Fields (2011) (75)
Power Curve Estimation With Multivariate Environmental Factors for Inland and Offshore Wind Farms (2015) (74)
Predictive spatio-temporal models for spatially sparse environmental data (2005) (74)
Testing the covariance structure of multivariate random fields (2008) (72)
Non-Stationary Dependence Structures for Spatial Extremes (2014) (70)
The Multivariate g-and-h Distribution (2006) (69)
Factor Copula Models for Replicated Spatial Data (2015) (69)
Modeling spatio-temporal wildfire ignition point patterns (2009) (65)
Likelihood estimators for multivariate extremes (2014) (63)
Asymptotic properties of sample quantiles of discrete distributions (2011) (63)
Multivariate log‐skew‐elliptical distributions with applications to precipitation data (2009) (60)
Full likelihood inference for max‐stable data (2017) (58)
Exact fast computation of band depth for large functional datasets: How quickly can one million curves be ranked? (2012) (58)
A kernel plus method for quantifying wind turbine performance upgrades (2015) (58)
On the exact distribution of linear combinations of order statistics from dependent random variables (2007) (57)
Plasma Homocysteine, Fasting Insulin, and Androgen Patterns among Women with Polycystic Ovaries and Infertility (2001) (56)
Directional outlyingness for multivariate functional data (2016) (53)
Surface boxplots (2014) (51)
Probabilistic and Inferential Aspects of Skew-Symmetric Models Special Issue: "IV International Workshop in honour of Adelchi Azzalini's 60th Birthday" Identifiability problems in some non-Gaussian spatial random fields (2012) (51)
Variogram Model Selection via Nonparametric Derivative Estimation (2000) (51)
Multivariate unified skew-elliptical distributions (2010) (51)
Comparing Spatial Predictions (2011) (50)
Bayesian inference for shape mixtures of skewed distributions, with application to regression analysis (2008) (49)
Stationary covariances associated with exponentially convex functions (2003) (47)
A skewed Kalman filter (2005) (47)
Locally Efficient Semiparametric Estimators for Generalized Skew-Elliptical Distributions (2005) (47)
Multivariate Functional Data Visualization and Outlier Detection (2017) (46)
Spherical Process Models for Global Spatial Statistics. (2017) (45)
Shape mixtures of multivariate skew-normal distributions (2009) (45)
ExaGeoStat: A High Performance Unified Software for Geostatistics on Manycore Systems (2017) (44)
Censored time series analysis with autoregressive moving average models (2007) (44)
On nomenclature for, and the relative merits of, two formulations of skew distributions (2014) (43)
Compressing an Ensemble With Statistical Models: An Algorithm for Global 3D Spatio-Temporal Temperature (2016) (43)
Space-time wind speed forecasting for improved power system dispatch (2014) (41)
Highly Robust Estimation of Dispersion Matrices (2001) (39)
Likelihood approximation with hierarchical matrices for large spatial datasets (2017) (39)
Hierarchical Decompositions for the Computation of High-Dimensional Multivariate Normal Probabilities (2018) (38)
Tapered composite likelihood for spatial max-stable models (2014) (38)
Scale and shape mixtures of multivariate skew-normal distributions (2018) (38)
Characteristic functions of scale mixtures of multivariate skew-normal distributions (2011) (38)
Nonparametric variogram and covariogram estimation with Fourier-Bessel matrices (2002) (37)
A multivariate skew-garch model (2006) (37)
Robust Simulation-Based Estimation of ARMA Models (2001) (37)
Beyond axial symmetry: An improved class of models for global data (2014) (34)
Technical Note: Correcting for signal attenuation from noisy proxy data in climate reconstructions (2010) (33)
A Multivariate Two‐Sample Mean Test for Small Sample Size and Missing Data (2006) (32)
Short-term spatio-temporal wind power forecast in robust look-ahead power system dispatch (2016) (32)
Current and Future Estimates of Wind Energy Potential Over Saudi Arabia (2018) (32)
Discussion of ‘‘The Skew‐normal’’ (2005) (31)
Optimal Estimation of Derivatives in Nonparametric Regression (2016) (31)
Robust Prediction of Beta (2008) (30)
Spatial Breakdown Point of Variogram Estimators (1998) (30)
Self-Similarity and Lamperti Transformation for Random Fields (2007) (29)
Ovarian hyperstimulation syndrome and prophylactic human embryo cryopreservation: analysis of reproductive outcome following thawed embryo transfer (2008) (29)
Robustness properties of dispersion estimators (1999) (29)
A test for stationarity of spatio-temporal random fields on planar and spherical domains (2012) (29)
Reducing Storage of Global Wind Ensembles with Stochastic Generators (2017) (29)
Statistical inference for evolving periodic functions (2007) (28)
Power system economic dispatch with spatio-temporal wind forecasts (2011) (27)
A note on an equivalence between chi"square and generalized skew"normal distributions (2004) (27)
Visuanimation in statistics (2015) (27)
Nonparametric Identification of Copula Structures (2013) (27)
Bayesian modeling of air pollution extremes using nested multivariate max‐stable processes (2018) (27)
Shrinkage-based diagonal Hotelling's tests for high-dimensional small sample size data (2016) (26)
Aggregation-cokriging for highly multivariate spatial data (2011) (26)
Robust inference in sample selection models (2016) (26)
Population structure of a whale shark Rhincodon typus aggregation in the Red Sea. (2016) (26)
Objective Bayesian Analysis of Skew‐t Distributions (2013) (26)
Extreme Value Distributions for the Skew-Symmetric Family of Distributions (2007) (25)
Functional outlier detection and taxonomy by sequential transformations (2018) (24)
Characterization of variable stars by robust wave variograms: An application to Hipparcos mission (1999) (24)
On the asymptotic joint distribution of sample space--time covariance estimators (2008) (24)
Global effects of moon phase on nocturnal acoustic scattering layers (2016) (24)
Perturbation of Numerical Confidential Data via Skew-t Distributions (2010) (24)
A scalable multi‐resolution spatio‐temporal model for brain activation and connectivity in fMRI data (2018) (23)
Efficient maximum approximated likelihood inference for Tukey's g-and-h distribution (2015) (23)
Local Polynomial Quantile Regression With Parametric Features (2009) (22)
Multi-level restricted maximum likelihood covariance estimation and kriging for large non-gridded spatial datasets (2015) (22)
Observation Quality Control with a Robust Ensemble Kalman Filter (2013) (22)
On a time deformation reducing nonstationary stochastic processes to local stationarity (2004) (22)
A Monte Carlo-Adjusted Goodness-of-Fit Test for Parametric Models Describing Spatial Point Patterns (2014) (22)
Space-Time Covariance Structures and Models (2021) (21)
On Gauss’s characterization of the normal distribution (2007) (21)
Spatially varying cross-correlation coefficients in the presence of nugget effects (2013) (21)
Parallel Approximation of the Maximum Likelihood Estimation for the Prediction of Large-Scale Geostatistics Simulations (2018) (21)
Robust simulation-based estimation (2000) (21)
A Non‐Gaussian Spatio‐Temporal Model for Daily Wind Speeds Based on a Multi‐Variate Skew‐t Distribution (2017) (21)
Factor copula models for data with spatio-temporal dependence (2017) (20)
A Suite of Commands for Fitting the Skew-normal and Skew-t models (2010) (20)
Bayesian linear regression with skew‐symmetric error distributions with applications to survival analysis (2016) (20)
Statistical Tests of Taylor's Hypothesis: An Application to Precipitation Fields (2009) (20)
Asymptotic variance of M-estimators for dependent Gaussian random variables (1998) (20)
Non‐Gaussian autoregressive processes with Tukey g ‐and‐h transformations (2017) (20)
Principles for statistical inference on big spatio-temporal data from climate models (2018) (20)
Multivariate max-stable spatial processes (2015) (20)
Explicit estimating equations for semiparametric generalized linear latent variable models (2010) (20)
In vitro structure-toxicity relationship of chalcones in human hepatic stellate cells. (2015) (19)
A BAYESIAN SPATIO-TEMPORAL GEOSTATISTICAL MODEL WITH AN AUXILIARY LATTICE FOR LARGE DATASETS (2014) (19)
A Matérn model of the spatial covariance structure of point rain rates (2015) (19)
Compactly Supported Radial Basis Function Kernels (2004) (19)
Hierarchical-block conditioning approximations for high-dimensional multivariate normal probabilities (2018) (19)
A non-Gaussian multivariate distribution with all lower-dimensional Gaussians and related families (2014) (19)
Quantifying variability in earthquake rupture models using multidimensional scaling: application to the 2011 Tohoku earthquake (2015) (19)
A Stochastic Generator of Global Monthly Wind Energy with Tukey g-and-h Autoregressive Processes (2017) (19)
An invariance property of quadratic forms in random vectors with a selection distribution, with application to sample variogram and covariogram estimators (2010) (19)
Skew-Symmetric and Generalized Skew-Elliptical Distributions (2004) (19)
Invariance-based estimating equations for skew-symmetric distributions (2010) (18)
Analysis of Rainfall Data by Simple Good Sense: is Spatial Statistics Worth the Trouble ? (1998) (18)
Closing the gap between wind energy targets and implementation for emerging countries (2020) (18)
A comparison of dependence function estimators in multivariate extremes (2018) (18)
A Statistical Investigation of the Sensitivity of Ensemble-Based Kalman Filters to Covariance Filtering (2011) (18)
The change-of-variance function of M-estimators of scale under general contamination (1995) (17)
Recent developments in complex and spatially correlated functional data (2020) (17)
Linear Mixed Eﬀects Models with Flexible Generalized Skew-Elliptical Random Eﬀects (2004) (17)
Incorporating geostrophic wind information for improved space-time short-term wind speed forecasting (2014) (17)
Single‐Index Additive Vector Autoregressive Time Series Models (2009) (16)
Functional Median Polish (2012) (16)
Discussion of 'Breakdown and Groups' (2005) (16)
An exploratory data analysis of electroencephalograms using the functional boxplots approach (2015) (16)
Blowing in the wind (2007) (15)
Analysing earthquake slip models with the spatial prediction comparison test (2015) (15)
Robust independent component analysis (2005) (15)
A copula model for non-Gaussian multivariate spatial data (2016) (15)
Interpolation of daily rainfall using spatiotemporal models and clustering (2015) (15)
MINIMUM DISTANCE INFERENCE IN UNILATERAL AUTOREGRESSIVE LATTICE PROCESSES (2008) (15)
Bayesian Model Averaging Over Tree-based Dependence Structures for Multivariate Extremes (2017) (15)
Eigenstructures of Spatial Design Matrices (2002) (15)
A temporal model for vertical extrapolation of wind speed and wind energy assessment (2021) (15)
The Correlation Structure of Matheron's Classical Variogram Estimator Under Elliptically Contoured Distributions (2000) (15)
On the robustness of two-stage estimators (2012) (15)
The Production of Large and Small Wildfires (2008) (14)
HLIBCov: Parallel hierarchical matrix approximation of large covariance matrices and likelihoods with applications in parameter identification (2017) (14)
Tukey max-stable processes for spatial extremes (2016) (14)
Geostatistical Modeling and Prediction Using Mixed Precision Tile Cholesky Factorization (2019) (14)
The Production of Large and Small Wildfires (2008) (14)
Spatial blind source separation (2018) (14)
Variogram estimation in the presence of trend. (2012) (14)
Probabilistic time series forecasting with boosted additive models: an application to smart meter data (2015) (14)
Nonparametric Inference for Periodic Sequences (2012) (13)
Functional boxplots for multivariate curves (2018) (13)
Gaussian likelihood inference on data from trans‐Gaussian random fields with Matérn covariance function (2018) (13)
Nonstationary cross-covariance functions for multivariate spatio-temporal random fields (2020) (13)
Competition on Spatial Statistics for Large Datasets (2021) (13)
Diagonal likelihood ratio test for equality of mean vectors in high‐dimensional data (2017) (13)
Comparing two formulations of skew distributions with special reference to model-based clustering (2014) (13)
Nonseparable, Space-Time Covariance Functions with Dynamical Compact Supports (2020) (13)
Statistical significance of trends in monthly heavy precipitation over the US (2011) (12)
Robustness Problems in the Analysis of Spatial Data (2001) (12)
A high‐resolution bilevel skew‐t stochastic generator for assessing Saudi Arabia's wind energy resources (2020) (12)
Robust depth-based estimation of the functional autoregressive model (2019) (12)
Visualizing Influential Observations in Dependent Data (2010) (12)
Skewed factor models using selection mechanisms (2016) (12)
Characteristic Function‐based Semiparametric Inference for Skew‐symmetric Models (2013) (12)
ExaGeoStat: A High Performance Unified Framework for Geostatistics on Manycore Systems (2017) (12)
Generalized Linear Latent Variable Models with Flexible Distribution of Latent Variables (2012) (11)
Analysis of Rainfall Data by Robust Spatial Statistics using S+SpatialStats (1998) (11)
Mixtures of skewed Kalman filters (2014) (11)
Interpolation of the Mean Anomalies for Cloud Filling in Land Surface Temperature and Normalized Difference Vegetation Index (2019) (11)
On the discretization of nonparametric isotropic covariogram estimators (2004) (10)
Special Issue \In Memory of Pilar Loreto Iglesias Zuazola" Research Paper Multivariate unied skew-elliptical distributions (2010) (10)
Breakdown-point for Spatially and Temporally Correlated Observations (2003) (10)
Skew-elliptical Time Series with Application to Flooding Risk (2004) (10)
Exploiting low-rank covariance structures for computing high-dimensional normal and Student-t probabilities (2020) (10)
Clinical features and reproductive outcomes for embryos undergoing dual freeze-thaw sequences followed by blastocyst transfer: critique of 14 consecutive cases in IVF. (2009) (9)
A Multi-Resolution Spatio-Temporal Model for Brain Activation and Connectivity in fMRI Data (2016) (9)
Efficiency assessment of approximated spatial predictions for large datasets (2019) (9)
Assessment of the global two-stage method to EC50 determination. (1998) (9)
Scalable Computation of Predictive Probabilities in Probit Models with Gaussian Process Priors (2020) (9)
Evaluating the impacts of climate change on diurnal wind power cycles using multiple regional climate models (2015) (9)
The Tukey g‐and‐h distribution (2019) (8)
Robust Spatial Data Analysis of Lake Geneva Sediments with S+SpatialStats (1999) (8)
Simulation-based inference for simultaneous processes on regular lattices (2002) (8)
Assessing Potential Wind Energy Resources in Saudi Arabia with a Skew-t Distribution (2017) (8)
A tilting approach to ranking influence (2016) (8)
Accelerating Geostatistical Modeling and Prediction With Mixed-Precision Computations: A High-Productivity Approach With PaRSEC (2022) (8)
Semiparametric Efficient and Robust Estimation of an Unknown Symmetric Population Under Arbitrary Sample Selection Bias (2013) (8)
A hierarchical bi-resolution spatial skew-t model (2020) (8)
Assessing the risk of disruption of wind turbine operations in Saudi Arabia using Bayesian spatial extremes (2020) (7)
Semiparametric location estimation under non‐random sampling (2012) (7)
Testing Self-Similarity Through Lamperti Transformations (2016) (7)
Robust functional multivariate analysis of variance with environmental applications (2020) (7)
Forecasting high‐frequency spatio‐temporal wind power with dimensionally reduced echo state networks (2021) (7)
High Performance Multivariate Geospatial Statistics on Manycore Systems (2021) (7)
Spatio-temporal autoregressive models for US unemployment rate (2004) (7)
ROBUST TIME SERIES ANALYSIS VIA MEASUREMENT ERROR MODELING (2009) (7)
The correlation structure of the sample autocovariance function for a particular class of time series with elliptically contoured distribution (1999) (7)
Improving Bayesian Local Spatial Models in Large Datasets (2019) (6)
Parametric variogram matrices incorporating both bounded and unbounded functions (2019) (6)
Visualizing spatiotemporal models with virtual reality: from fully immersive environments to applications in stereoscopic view (2019) (6)
A Non-Gaussian Spatial Generalized Linear Latent Variable Model (2012) (6)
Rejoinder on: Space-time wind speed forecasting for improved power system dispatch (2014) (6)
Multivariate localization methods for ensemble Kalman filtering (2015) (6)
Estimating the mean and variance from the five-number summary of a log-normal distribution (2020) (5)
Spatio-Temporal Cross-Covariance Functions under the Lagrangian Framework with Multiple Advections (2022) (5)
ExaGeoStatR: A Package for Large-Scale Geostatistics in R (2019) (5)
Target versus background characterization: second-generation wavelets and support vector machines (1999) (4)
Comments on: Spatiotemporal models for skewed processes (2017) (4)
Technical Note: Correcting for signal attenuation from noise: sharpening the focus on past climate (2009) (4)
A Multi-Resolution Spatial Model for Large Datasets Based on the Skew-t Distribution (2017) (4)
Depth‐weighted robust multivariate regression with application to sparse data (2017) (4)
Spatiotemporal probabilistic wind vector forecasting over Saudi Arabia (2020) (4)
Extreme-value limit of the convolution of exponential and multivariate normal distributions: Link to the Hüsler-Reiß distribution (2018) (4)
Discussion of : “ On Families of Distributions With Shape Parameters ” by (2014) (4)
Vector Autoregressive Models with Spatially Structured Coefficients for Time Series on a Spatial Grid (2020) (4)
Statistics-Based Compression of Global Wind Fields (2017) (4)
Parallel space-time likelihood optimization for air pollution prediction on large-scale systems (2022) (4)
Lagrangian Spatio-Temporal Nonstationary Covariance Functions (2021) (4)
Are You All Normal? It Depends! (2020) (4)
tlrmvnmvt: Computing High-Dimensional Multivariate Normal and Student- t Probabilities with Low-Rank Methods in R (2022) (4)
O867 Do patients under‐report postoperative pain scores to nurses (or over‐report to surgeons) following surgery of the female reproductive tract? (2009) (4)
Linear factor copula models and their properties (2018) (4)
Nonparametric trend estimation in functional time series with application to annual mortality rates (2020) (4)
Multi-self-similar Random Fields and Multivariate Lamperti Transformation (2005) (4)
Validation of CMIP5 multimodel ensembles through the smoothness of climate variables (2015) (4)
Who’s asking? Patients may under-report postoperative pain scores to nurses (or over-report to surgeons) following surgery of the female reproductive tract (2009) (4)
Two Statistical Methods for Improving the Analysis of Large Climatic Data Sets: General Skewed Kalman Filters and Distributions of Distributions (2004) (3)
On Kolmogorov asymptotics of estimators of the misclassification error rate in linear discriminant analysis (2013) (3)
The change-of-variance function: a tool to explore the effects of dependencies in spatial statistics (2001) (3)
Cyclostationary Processes With Evolving Periods and Amplitudes (2021) (3)
Assessing the reliability of wind power operations under a changing climate with a non-Gaussian bias correction (2021) (3)
Tractable bayes of skew-elliptical link models for correlated binary data. (2021) (3)
Corrigendum to “On the exact distribution of linear combinations of order statistics from dependent random variables”: [J. Multivariate Anal. 98 (2007) 1876–1894] (2008) (3)
Multivariate transformed Gaussian processes (2020) (3)
A Copula-Based Linear Model of Coregionalization for Non-Gaussian Multivariate Spatial Data (2016) (3)
A semiparametric class of generalized skew-elliptical distributions (2003) (3)
Bayesian Clustering and Dimension Reduction in Multivariate Extremes (2017) (2)
A Generalized Heckman Model With Varying Sample Selection Bias and Dispersion Parameters (2020) (2)
Supplementary materials for “ Tukey gand-h Random Fields ” (2016) (2)
Large‐scale environmental data science with ExaGeoStatR (2019) (2)
The Second Competition on Spatial Statistics for Large Datasets (2022) (2)
Nonparametric autocovariance estimation from censored time series by Gaussian imputation (2009) (2)
Nonseparable Space-Time Stationary Covariance Functions on Networks cross Time (2022) (2)
Erratum and Addendum to: “Covariance Tapering for Interpolation of Large Spatial Datasets” published in the Journal of Computational and Graphical Statistics, 15, 502–523 (2012) (2)
Sparse Functional Boxplots for Multivariate Curves (2021) (2)
An embedding method to quantify rupture model variation (2014) (2)
Discussion on the meeting on ‘Data visualization’ (2019) (2)
A cyclostationary model for temporal forecasting and simulation of solar global horizontal irradiance (2021) (2)
An O(N) algorithm for computing expectation of N-dimensional truncated multi-variate normal distribution I: fundamentals (2021) (1)
Reshaping Geostatistical Modeling and Prediction for Extreme-Scale Environmental Applications (2022) (1)
Factor Copula Models for Spatial Data (2015) (1)
An Astronomical Distance Determination Method Using Regression with Skew-Normal Errors (2004) (1)
An Outlyingness Matrix for Multivariate Functional Data Classification (2017) (1)
Robustness in Variogram Estimation (1995) (1)
On the Stationary Marginal Distributions of Subclasses of Multivariate Setar Processes of Order One (2020) (1)
Assessing the Reliability of Wind Power Operations under a Changing Climate with a Non-Gaussian Distributional Adjustment (2020) (1)
For Review Only Robust Inference in Sample Selection Models (2015) (1)
Conditional normal extreme-value copulas (2020) (1)
On the Asymptotic Joint Distribution of Multivariate Sample Moments (2020) (1)
Plasminogen Activator Inhibitor-1 Levels, Prothrombin G20210A and Methyltetrahydrofolate Reductase C677T Gene Polymorphism Frequencies, and Reproductive History: Correlations with Ultrasonographic Ovarian Morphology (2000) (1)
A Pairwise Hotelling Method for Testing High-Dimensional Mean Vectors (2020) (1)
Measuring the Discrepancy of a Parametric Model via Local Polynomial Smoothing (2013) (1)
Sum of Kronecker products representation and its Cholesky factorization for spatial covariance matrices from large grids (2021) (1)
Simplicial band depth for multivariate functional data (2014) (1)
A point process analysis of cloud‐to‐ground lightning strikes in urban and rural Oklahoma areas (2018) (1)
Patient Perception and Awareness Regarding Diagnosis and Treatment of Polycystic Ovary Syndrome (PCOS) as Measured by Confidential Self-Reports (2000) (1)
Scalable Gaussian-process regression and variable selection using Vecchia approximations (2022) (1)
Functional Data Visualization (2020) (1)
Test and Visualization of Covariance Properties for Multivariate Spatio-Temporal Random Fields (2020) (1)
PLASMA HOMOCYSTEINE, FASTING INSULIN AND ANDROGEN PATTERNS AMONG WOMEN WITH PCOS AND INFERTILITY (2001) (1)
An adaptive spatial model for precipitation data from multiple satellites over large regions (2015) (1)
Robust Two-Layer Partition Clustering of Sparse Multivariate Functional Data (2022) (1)
Parallel Approximations of the Tukey g-and-h Likelihoods and Predictions for Non-Gaussian Geostatistics (2022) (1)
Surface time series models for large spatio-temporal datasets (2022) (1)
ℋ‐matrix techniques for approximating large covariance matrices and estimating its parameters (2016) (1)
Indirect inference for spatio-temporal autoregression models (2007) (0)
High Performance Multivariate Spatial Modeling for Geostatistical Data on Manycore Systems (2020) (0)
Mixed Numerical/Monte-Carlo Integration (1993) (0)
Rejoinder to the discussion on A high‐resolution bilevel skew‐t stochastic generator for assessing Saudi Arabia's wind energy resources (2020) (0)
Space-time wind speed forecasting for improved power system dispatch (2014) (0)
A Non-Gaussian Spatial Generalized Linear Latent Variable Model (2012) (0)
Responsibly Reckless Matrix Algorithms for HPC Scientific Applications (2022) (0)
ExaGeoStatR: Harnessing HPC Capabilities for Large Scale Geospatial Modeling Using R (0)
Discussion of “Multivariate functional outlier detection” by Mia Hubert, Peter Rousseeuw and Pieter Segaert (2015) (0)
Statistical Compression of Wind Speed Data (2017) (0)
Semiparametric efficiency bounds for generalized skew-elliptical distributions (2003) (0)
Supplementary material for 'Multivariate max-stable spatial processes' (2015) (0)
Skew-Elliptical Cluster Processes (2020) (0)
Rejoinder (2016) (0)
O(N) Hierarchical algorithm for computing the expectations of truncated multi-variate normal distributions in N dimensions. (2018) (0)
Likelihood estimators for multivariate extremes (2015) (0)
Statistics Workshop on High-Dimensional and Spatial Data Analysis (2017) (0)
Sub-dimensional Mardia measures of multivariate skewness and kurtosis (2021) (0)
Modeling the convective boundary layer in the Terra Incognita: Evaluation of different strategies with real-case simulations (2022) (0)
Functional Time Series Analysis Based on Records (2019) (0)
Functional Median Polish (2012) (0)
Discussion of “Multivariate functional outlier detection” by Mia Hubert, Peter Rousseeuw and Pieter Segaert (2015) (0)
Rejoinder of ``Cross-Covariance Functions for Multivariate Geostatistics'' (2015) (0)
Likelihood Approximation With Parallel Hierarchical Matrices For Large Spatial Datasets (2017) (0)
Testing Self-Similarity Through Lamperti Transformations (2016) (0)
Space-Time covariances for Planet Earth (2015) (0)
Comments on: Data science, big data and statistics (2019) (0)
Hierarchical-block conditioning approximations for high-dimensional multivariate normal probabilities (2018) (0)
Modeling real convective boundary layers in the terra incognita: evaluation of different approaches (2021) (0)
Global Depths for Irregularly Observed Multivariate Functional Data (2022) (0)
A note on inconsistent families of discrete multivariate distributions (2017) (0)
Geological Effects on Lightning Strike Distributions Thesis (2016) (0)
A comparison of dependence function estimators in multivariate extremes (2017) (0)
Model Selection via Nonparametric Derivative Estimation 1 (2000) (0)
A note on inconsistent families of discrete multivariate distributions (2017) (0)
A P ] 7 D ec 2 01 6 Factor Copula Models for Replicated Spatial Data (2018) (0)
Shape Representation with Flexible Skew-Symmetric Distributions (2004) (0)
Rejoinder on: Space-time wind speed forecasting for improved power system dispatch (2014) (0)
Multivariate Functional Outlier Detection using the FastMUOD Indices (2022) (0)
Multivariate Spatial Extremes (2013) (0)
Comment (2018) (0)
Goodness-of-fit tests for multivariate skewed distributions based on the characteristic function (2023) (0)
An adaptive spatial model for precipitation data from multiple satellites over large regions (2013) (0)
Improved evaluation of predictive probabilities in probit models with Gaussian process priors (2020) (0)
A Comparison of Node-Splitting Rules in Recursive Partitioning Analysis of Multivariate Quantitative Structure Activity Data (2009) (0)
Editorial: Large-Scale Spatial Data Science (2022) (0)
Bayesian inference for measurement error models with flexible skew-symmetric distributions (2006) (0)
Exploiting low-rank covariance structures for computing high-dimensional normal and Student-t probabilities (2021) (0)
On the non-identifiability of unified skew-normal distributions (2023) (0)
A Skew-in-Mean GAR C H Model (2004) (0)
Non-Stationary Dependence Structures for Spatial Extremes (2016) (0)
Comments on: Comparing and selecting spatial predictors using local criteria (2014) (0)
Chapter 3 Geostatistics for Large Datasets (2011) (0)
Comments on: Data science, big data and statistics (2019) (0)
Generalized Records for Functional Time Series with Application to Unit Root Tests. (2019) (0)
Sensitivity Analysis of Wind Energy Resources with Bayesian non-Gaussian and nonstationary Functional ANOVA (2021) (0)
Front Cover Image, Volume 34, Number 1, February 2023 (2023) (0)
INFLUENCE RANKING BASED ON TILTING WITH APPLICATION TO CLIMATE DATA (2015) (0)
Large-Scale Low-Rank Gaussian Process Prediction with Support Points (2022) (0)
Multivariate transformed Gaussian processes (2019) (0)
Generalized Skew-Normal Distributions (2004) (0)
Non-Gaussian Multivariate Statistical Models and their Applications May 19-24 , 2013 MEALS * Breakfast ( Buffet ) : 7 : 00 – 9 : 30 am (2013) (0)
Discussion (2015) (0)
Estimation of uncertain parameters of large Matern covariance functions with using hierarchical matrix technique (2016) (0)
A multivariate modified skew-normal distribution (2023) (0)
Improved nonparametric inference for multiple correlated periodic sequences (2013) (0)
Supplementary Material: Comparing Spatial Predictions (2011) (0)
Cross-Covariance Functions for Multivariate Geostatistics 1 (2015) (0)
Alternative Spatio-temporal models for daily rainfall prediction in Navarre (2014) (0)
Spatial Breakdown Point of Variogram Estimators 1 (2002) (0)
Comments on: Comparing and selecting spatial predictors using local criteria (2015) (0)
Tile Low-Rank Approximation of Large-Scale Maximum Likelihood Estimation on Manycore Architectures (2018) (0)
Visualization of Covariance Structures for Multivariate Spatio-Temporal Random Fields. (2020) (0)
Capital Asset Pricing for UK Stocks under the Multivariate Skew-Normal Distribution (2004) (0)
Corrigendum: Corrigendum to “On the exact distribution of linear combinations of order statistics from dependent random variables” (2008) (0)
Analysis with Autoregressive Moving Average Models (2005) (0)

This paper list is powered by the following services:

Other Resources About Marc G. Genton

What Schools Are Affiliated With Marc G. Genton?

Marc G. Genton is affiliated with the following schools:

Marc G. Genton's Academic­Influence.com Rankings