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Author ID: genton.marc-g Recent zbMATH articles by "Genton, Marc G."
Published as: Genton, Marc G.; Genton, Mark G.; Genton, M. G.
External Links: MGP · ORCID · dblp
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Co-Authors

11 single-authored
15 Arellano-Valle, Reinaldo Boris
10 Ma, Yanyuan
9 Castruccio, Stefano
8 Keyes, David Elliot
8 Sun, Ying
6 Huser, Raphaël
5 Cao, Jian
5 Dai, Wenlin
5 Jeong, Jaehong
5 Krupskii, Pavel
5 Turkiyyah, George M.
4 Azzalini, Adelchi
4 Dutta, Subhajit
4 Li, Bo
4 Ronchetti, Elvezio M.
4 Tong, Tiejun
4 Yuan, Yuan
4 Zhu, Xinxin
3 Branco, Márcia D’Elia
3 Crippa, Paola
3 Gneiting, Tilmann
3 Jun, Mikyoung
3 Kim, Hyoung-Moon
3 Kleiber, William
3 Sang, Huiyan
3 Vettori, Sabrina
2 Abdulah, Sameh
2 Apanasovich, Tatiyana V.
2 Bowman, Kenneth P.
2 Boyer, Joseph
2 Cantoni, Eva
2 Das, Soumya
2 de Luna, Xavier
2 El Ghouch, Anouar
2 Ghosh, Sujit Kumar
2 Gorsich, David J.
2 Gu, Yingzhong
2 Hall, Peter Gavin
2 Huang, Huang
2 Irincheeva, Irina
2 Lenzi, Amanda
2 Loperfido, Nicola M. R.
2 Ltaief, Hatem
2 Lucas, André
2 Mallick, Bani K.
2 Martínez-Hernández, Israel
2 Park, Jung Wook
2 Parzen, Emanuel
2 Perrin, Olivier
2 Rousseeuw, Peter J.
2 Stefanski, Leonard A.
2 Wang, Jiuzhou
2 Wang, Yuedong
2 Xie, Le
2 Xu, Ganggang
2 Zhelonkin, Mikhail
1 Aldrich, Eric M.
1 Bachoc, François
1 Barreto-Souza, Wagner
1 Bastos, Fernando de Souza
1 Bevilacqua, Moreno
1 Bliznyuk, Nikolay
1 Boos, Dennis D.
1 Bouezmarni, Taoufik
1 Browne, Ryan P.
1 Carroll, Raymond James
1 Castro, Luis Mauricio
1 Chakraborty, Avishek
1 Chang, Sheng-Mao
1 Chen, Wanfang
1 Chowdhury, Joydeep
1 Contreras-Reyes, Javier E.
1 Davies, Patrick Laurie
1 Davison, Anthony C.
1 De Luca, Giovanni
1 De, Swarup
1 Dong, Kai
1 Durante, Daniele
1 Ehm, Werner
1 Fang, Fuhui
1 Ferreira, Clécio S.
1 Furrer, Reinhard
1 Gather, Ursula
1 Ghosh, Sugata
1 Gómez, Héctor Wladimir
1 González-Farías, Graciela M.
1 Gumpertz, Marcia L.
1 Guttorp, Peter
1 Hampel, Frank R.
1 He, Li
1 He, Xuming
1 Hering, Amanda S.
1 Hu, Zongliang
1 Huang, Hsin-Cheng
1 Huang, Jingfang
1 Joe, Harry
1 Kim, Mijeong
1 Koul, Hira Lal
1 Larson, Kristin
1 Lee, Myoungji
...and 45 more Co-Authors
all top 5

Serials

17 Journal of Multivariate Analysis
12 Journal of the American Statistical Association
10 Statistics & Probability Letters
10 Statistica Sinica
8 Scandinavian Journal of Statistics
7 Biometrika
7 Computational Statistics and Data Analysis
7 Journal of Agricultural, Biological, and Environmental Statistics
6 Journal of Computational and Graphical Statistics
5 Journal of the Royal Statistical Society. Series B. Statistical Methodology
4 Biometrics
4 Test
4 Mathematical Geology
4 The Annals of Applied Statistics
4 Statistics and Computing
3 The Canadian Journal of Statistics
3 Annals of the Institute of Statistical Mathematics
3 Journal of Time Series Analysis
3 Statistical Science
3 Bernoulli
3 Extremes
3 Chilean Journal of Statistics
2 International Statistical Review
2 Journal of Statistical Planning and Inference
2 Metron
2 Journal of Machine Learning Research (JMLR)
2 Statistics and Its Interface
1 The Annals of Statistics
1 Journal of Applied Probability
1 Journal of Computational and Applied Mathematics
1 Management Science
1 IEEE Transactions on Signal Processing
1 Communications in Statistics. Theory and Methods
1 Advances in Computational Mathematics
1 Journal of Nonparametric Statistics
1 Brazilian Journal of Probability and Statistics
1 Stochastic Models
1 Statistical Methods and Applications
1 Advances in Data Analysis and Classification. ADAC
1 Sankhyā. Series A
1 Bayesian Analysis
1 Journal of Statistical Distributions and Applications
1 Journal de la Société Française de Statistique
1 Japanese Journal of Statistics and Data Science

Publications by Year

Citations contained in zbMATH Open

134 Publications have been cited 2,170 times in 1,290 Documents Cited by Year
Skew-elliptical distributions and their applications: a journey beyond normality. Zbl 1069.62045
209
2004
On fundamental skew distributions. Zbl 1073.62049
Arellano-Valle, Reinaldo B.; Genton, Marc G.
141
2005
A unified view on skewed distributions arising from selections. Zbl 1121.60009
Arellano-Valle, Reinaldo B.; Branco, Márcia D.; Genton, Marc G.
113
2006
The multivariate skew-slash distribution. Zbl 1081.60013
Wang, Jing; Genton, Marc G.
86
2006
Robust likelihood methods based on the skew-\(t\) and related distributions. Zbl 1206.62102
Azzalini, Adelchi; Genton, Marc G.
84
2008
Flexible class of skew-symmetric distributions. Zbl 1063.62079
Ma, Yanyuan; Genton, Mark G.
79
2004
Moments of skew-normal random vectors and their quadratic forms. Zbl 0972.62031
Genton, Marc G.; He, Li; Liu, Xiangwei
69
2001
Generalized skew-elliptical distributions and their quadratic forms. Zbl 1083.62043
Genton, Marc G.; Loperfido, Nicola M. R.
67
2005
A skew-symmetric representation of multivariate distributions. Zbl 1060.62059
Wang, Jiuzhou; Boyer, Joseph; Genton, Marc G.
46
2004
Geostatistical space-time models, stationarity, separability, and full symmetry. Zbl 1282.86019
Gneiting, Tilmann; Genton, Marc G.; Guttorp, Peter
45
2007
Cross-covariance functions for multivariate geostatistics. Zbl 1332.86010
Genton, Marc G.; Kleiber, William
44
2015
Breakdown and groups. (With discussions and rejoinder). Zbl 1077.62041
Davies, P. Laurie; Gather, Ursula
42
2005
Classes of kernels for machine learning: A statistics perspective. Zbl 1037.68113
Genton, Marc G.
38
2002
On the exact distribution of the maximum of absolutely continuous dependent random variables. Zbl 1134.60033
Arellano-Valle, Reinaldo B.; Genton, Marc G.
38
2008
Multivariate extended skew-\(t\) distributions and related families. Zbl 1301.62016
Arellano-Valle, Reinaldo B.; Genton, Marc G.
35
2010
Cross-covariance functions for multivariate random fields based on latent dimensions. Zbl 1183.62164
Apanasovich, Tatiyana V.; Genton, Marc G.
34
2010
On the exact distribution of linear combinations of order statistics from dependent random variables. Zbl 1139.62028
Arellano-Valle, Reinaldo B.; Genton, Marc G.
32
2007
Calibrated probabilistic forecasting at the stateline wind energy center: The regime-switching space-time method. Zbl 1120.62341
Gneiting, Tilmann; Larson, Kristin; Westrick, Kenneth; Genton, Marc G.; Aldrich, Eric
31
2006
Highly robust estimation of the autocovariance function. Zbl 0970.62056
Ma, Yanyuan; Genton, Marc G.
30
2000
On the likelihood function of Gaussian max-stable processes. Zbl 1215.62089
Genton, Marc G.; Ma, Yanyuan; Sang, Huiyan
30
2011
A likelihood ratio test for separability of covariances. Zbl 1089.62063
Mitchell, Matthew W.; Genton, Marc G.; Gumpertz, Marcia L.
29
2006
Multivariate unified skew-elliptical distributions. Zbl 1213.62087
Arellano-Valle, Reinaldo B.; Genton, Marc G.
27
2010
A Heckman selection-\(t\) model. Zbl 1328.62429
Marchenko, Yulia V.; Genton, Marc G.
26
2012
Shape mixtures of multivariate skew-normal distributions. Zbl 1151.62042
Arellano-Valle, Reinaldo B.; Genton, Marc G.; Loschi, Rosangela H.
25
2009
A valid Matérn class of cross-covariance functions for multivariate random fields with any number of components. Zbl 1261.62087
Apanasovich, Tatiyana V.; Genton, Marc G.; Sun, Ying
25
2012
Comprehensive definitions of breakdown points for independent and dependent observations. Zbl 1063.62038
Genton, Marc G.; Lucas, André
24
2003
Bayesian inference for shape mixtures of skewed distributions, with application to regression analysis. Zbl 1330.62242
Arellano-Valle, Reinaldo B.; Castro, Luis M.; Genton, Marc G.; Gómez, Héctor W.
23
2008
Locally efficient semiparametric estimators for generalized skew-elliptical distributions. Zbl 1117.62394
Ma, Yanyuan; Genton, Marc G.; Tsiatis, Anastasios A.
22
2005
Likelihood estimators for multivariate extremes. Zbl 1381.62067
Huser, Raphaël; Davison, Anthony C.; Genton, Marc G.
21
2016
Powering up with space-time wind forecasting. Zbl 1397.62484
Hering, Amanda S.; Genton, Marc G.
21
2010
Highly robust variogram estimation. Zbl 0970.86002
Genton, Marc G.
19
1998
Variogram fitting by generalized least squares using an explicit formula for the covariance structure. Zbl 0970.86004
Genton, Marc G.
19
1998
Scale and shape mixtures of multivariate skew-normal distributions. Zbl 1499.62161
Arellano-Valle, Reinaldo B.; Ferreira, Clécio S.; Genton, Marc G.
19
2018
Testing the covariance structure of multivariate random fields. Zbl 1437.62528
Li, Bo; Genton, Marc G.; Sherman, Michael
19
2008
Robust indirect inference. Zbl 1047.62025
Genton, Marc G.; Ronchetti, Elvezio
17
2003
Non-stationary dependence structures for spatial extremes. Zbl 1347.62246
Huser, Raphaël; Genton, Marc G.
17
2016
A nonparametric assessment of properties of space-time covariance functions. Zbl 1172.62311
Li, Bo; Genton, Marc G.; Sherman, Michael
17
2007
Factor copula models for replicated spatial data. Zbl 1398.62256
Krupskii, Pavel; Huser, Raphaël; Genton, Marc G.
16
2018
Self-similarity and Lamperti transformation for random fields. Zbl 1125.60046
Genton, Marc G.; Perrin, Olivier; Taqqu, Murad S.
16
2007
Asymptotic properties of sample quantiles of discrete distributions. Zbl 1432.62035
Ma, Yanyuan; Genton, Marc G.; Parzen, Emanuel
16
2011
Characteristic functions of scale mixtures of multivariate skew-normal distributions. Zbl 1221.60020
Kim, Hyoung-Moon; Genton, Marc G.
16
2011
Shannon entropy and mutual information for multivariate skew-elliptical distributions. Zbl 1259.62002
Arellano-Valle, Reinaldo B.; Contreras-Reyes, Javier E.; Genton, Marc G.
15
2013
Spherical process models for global spatial statistics. Zbl 1381.62091
Jeong, Jaehong; Jun, Mikyoung; Genton, Marc G.
14
2017
Stationary covariances associated with exponentially convex functions. Zbl 1045.60032
Ehm, Werner; Genton, Marc G.; Gneiting, Tilmann
13
2004
Extreme value distributions for the skew-symmetric family of distributions. Zbl 1124.62034
Chang, Sheng-Mao; Genton, Marc G.
13
2007
Shrinkage-based diagonal Hotelling’s tests for high-dimensional small sample size data. Zbl 1328.62351
Dong, Kai; Pang, Herbert; Tong, Tiejun; Genton, Marc G.
12
2016
On a time deformation reducing nonstationary stochastic processes to local stationarity. Zbl 1049.62098
Genton, Marc G.; Perrin, Olivier
11
2004
An invariance property of quadratic forms in random vectors with a selection distribution, with application to sample variogram and covariogram estimators. Zbl 1440.62178
Arellano-Valle, Reinaldo B.; Genton, Marc G.
11
2010
Identifiability problems in some non-Gaussian spatial random fields. Zbl 1449.62203
Genton, Marc G.; Zhang, Hao
10
2012
A skewed Kalman filter. Zbl 1066.62091
Naveau, Philippe; Genton, Marc G.; Shen, Xilin
10
2005
Directional outlyingness for multivariate functional data. Zbl 1471.62049
Dai, Wenlin; Genton, Marc G.
10
2019
On Gauss’s characterization of the normal distribution. Zbl 1111.62012
Azzalini, Adelchi; Genton, Marc G.
10
2007
Objective Bayesian analysis of skew-\(t\) distributions. Zbl 1259.62008
Branco, Marcia D’Elia; Genton, Marc G.; Liseo, Brunero
10
2013
Perturbation of numerical confidential data via skew-\(t\) distributions. Zbl 1232.65009
Lee, Seokho; Genton, Marc G.; Arellano-Valle, Reinaldo B.
9
2010
Nonparametric variogram and covariogram estimation with Fourier-Bessel matrices. Zbl 1011.62032
Genton, Marc G.; Gorsich, David J.
9
2002
Reducing storage of global wind ensembles with stochastic generators. Zbl 1393.62123
Jeong, Jaehong; Castruccio, Stefano; Crippa, Paola; Genton, Marc G.
9
2018
Principles for statistical inference on big spatio-temporal data from climate models. Zbl 1463.62340
Castruccio, Stefano; Genton, Marc G.
9
2018
Nonparametric identification of copula structures. Zbl 06195969
Li, Bo; Genton, Marc G.
9
2013
Censored time series analysis with autoregressive moving average models. Zbl 1124.62061
Park, Jung Wook; Genton, Marc G.; Ghosh, Sujit K.
9
2007
Eigenstructures of spatial design matrices. Zbl 1003.62084
Gorsich, David J.; Genton, Marc G.; Strang, Gilbert
9
2002
Multivariate max-stable spatial processes. Zbl 1345.62051
Genton, Marc G.; Padoan, Simone A.; Sang, Huiyan
9
2015
Simplicial band depth for multivariate functional data. Zbl 1414.62066
López-Pintado, Sara; Sun, Ying; Lin, Juan K.; Genton, Marc G.
9
2014
Space-time wind speed forecasting for improved power system dispatch. Zbl 1297.62160
Zhu, Xinxin; Genton, Marc G.; Gu, Yingzhong; Xie, Le
8
2014
Highly robust estimation of dispersion matrices. Zbl 1013.62065
Ma, Yanyuan; Genton, Marc G.
8
2001
A multivariate skew-GARCH model. Zbl 1190.91167
de Luca, Giovanni; Genton, Marc G.; Loperfido, Nicola
8
2006
A multivariate two-sample mean test for small sample size and missing data. Zbl 1111.62052
Wu, Yujun; Genton, Marc G.; Stefanski, Leonard A.
8
2006
Invariance-based estimating equations for skew-symmetric distributions. Zbl 1301.62032
Azzalini, Adelchi; Genton, Marc G.; Scarpa, Bruno
7
2010
Bayesian modeling of air pollution extremes using nested multivariate max-stable processes. Zbl 1436.62678
Vettori, Sabrina; Huser, Raphaël; Genton, Marc G.
7
2019
Spatial breakdown point of variogram estimators. Zbl 0970.86009
Genton, Marc G.
7
1998
A note on an equivalence between chi-square and generalized skew-normal distributions. Zbl 1075.62010
Wang, Jiuzhou; Boyer, Joseph; Genton, Marc G.
7
2004
A non-Gaussian spatio-temporal model for daily wind speeds based on a multi-variate skew-\(T\) distribution. Zbl 1418.62400
Tagle, Felipe; Castruccio, Stefano; Crippa, Paola; Genton, Marc G.
7
2019
Robust inference in sample selection models. Zbl 1414.62063
Zhelonkin, Mikhail; Genton, Marc G.; Ronchetti, Elvezio
7
2016
Aggregation-cokriging for highly multivariate spatial data. Zbl 1230.62127
Furrer, Reinhard; Genton, Marc G.
7
2011
A non-Gaussian multivariate distribution with all lower-dimensional Gaussians and related families. Zbl 1360.62251
Dutta, Subhajit; Genton, Marc G.
6
2014
Local polynomial quantile regression with parametric features. Zbl 1205.62042
El Ghouch, Anouar; Genton, Marc G.
6
2009
Predictive spatio-temporal models for spatially sparse environmental data. Zbl 1070.62080
de Luna, Xavier; Genton, Marc G.
6
2005
On nomenclature for, and the relative merits of, two formulations of skew distributions. Zbl 1376.60024
Azzalini, Adelchi; Browne, Ryan P.; Genton, Marc G.; McNicholas, Paul D.
6
2016
A test for stationarity of spatio-temporal random fields on planar and spherical domains. Zbl 1253.62070
Jun, Mikyoung; Genton, Marc G.
6
2012
Characteristic function-based semiparametric inference for skew-symmetric models. Zbl 1364.62080
Potgieter, Cornelis J.; Genton, Marc G.
6
2013
A scalable multi-resolution spatio-temporal model for brain activation and connectivity in fMRI data. Zbl 1414.62435
Castruccio, Stefano; Ombao, Hernando; Genton, Marc G.
6
2018
Skewed factor models using selection mechanisms. Zbl 1331.62296
Kim, Hyoung-Moon; Maadooliat, Mehdi; Arellano-Valle, Reinaldo B.; Genton, Marc G.
6
2016
Short-term wind speed forecasting for power system operations. Zbl 1422.62339
Zhu, Xinxin; Genton, Marc G.
6
2012
Diagonal likelihood ratio test for equality of mean vectors in high-dimensional data. Zbl 1436.62573
Hu, Zongliang; Tong, Tiejun; Genton, Marc G.
5
2019
Recent developments in complex and spatially correlated functional data. Zbl 07232926
Martínez-Hernández, Israel; Genton, Marc G.
5
2020
Efficient maximum approximated likelihood inference for Tukey’s \(g\)-and-\(h\) distribution. Zbl 1468.62215
Xu, Ganggang; Genton, Marc G.
5
2015
On the asymptotic joint distribution of sample space-time covariance estimators. Zbl 1155.62010
Li, Bo; Genton, Marc G.; Sherman, Michael
5
2008
Likelihood approximation with hierarchical matrices for large spatial datasets. Zbl 07058810
Litvinenko, Alexander; Sun, Ying; Genton, Marc G.; Keyes, David E.
5
2019
Optimal estimation of derivatives in nonparametric regression. Zbl 1392.62110
Dai, Wenlin; Tong, Tiejun; Genton, Marc G.
5
2016
Functional outlier detection and taxonomy by sequential transformations. Zbl 07212316
Dai, Wenlin; Mrkvička, Tomáš; Sun, Ying; Genton, Marc G.
4
2020
The correlation structure of Matheron’s classical variogram estimator under elliptically contoured distributions. Zbl 0971.86004
Genton, Marc G.
4
2000
The correlation structure of the sample autocovariance function for a particular class of time series with elliptically contoured distribution. Zbl 0909.62080
Genton, Marc G.
4
1999
Hierarchical-block conditioning approximations for high-dimensional multivariate normal probabilities. Zbl 1430.62094
Cao, Jian; Genton, Marc G.; Keyes, David E.; Turkiyyah, George M.
4
2019
A Bayesian spatio-temporal geostatistical model with an auxiliary lattice for large datasets. Zbl 1480.86011
Xu, Ganggang; Liang, Faming; Genton, Marc G.
4
2015
A stochastic generator of global monthly wind energy with Tukey \(g\)-and-\(h\) autoregressive processes. Zbl 1421.62158
Jeong, Jaehong; Yan, Yuan; Castruccio, Stefano; Genton, Marc G.
4
2019
Spatially varying cross-correlation coefficients in the presence of nugget effects. Zbl 1284.62591
Kleiber, William; Genton, Marc G.
4
2013
Robustness properties of dispersion estimators. Zbl 0940.62028
Genton, Marc G.; Ma, Yanyuan
3
1999
Nonseparable, space-time covariance functions with dynamical compact supports. Zbl 1439.62135
Porcu, Emilio; Bevilacqua, Moreno; Genton, Marc G.
3
2020
Spatial blind source separation. Zbl 1451.62052
Bachoc, François; Genton, Marc G.; Nordhausen, Klaus; Ruiz-Gazen, Anne; Virta, Joni
3
2020
The change-of-variance function of \(M\)-estimators of scale under general contamination. Zbl 0851.62023
Genton, Marc G.; Rousseeuw, Peter J.
3
1995
Asymptotic variance of \(M\)-estimators for dependent Gaussian random variables. Zbl 0908.62020
Genton, Marc G.
3
1998
A generalized Heckman model with varying sample selection bias and dispersion parameters. Zbl 07601222
Bastos, Fernando de Souza; Barreto-Souza, Wagner; Genton, Marc G.
1
2022
Exploiting low-rank covariance structures for computing high-dimensional normal and Student-\(t\) probabilities. Zbl 1461.62014
Cao, Jian; Genton, Marc G.; Keyes, David E.; Turkiyyah, George M.
2
2021
An \(O(N)\) algorithm for computing expectation of \(N\)-dimensional truncated multi-variate normal distribution. I: Fundamentals. Zbl 07400547
Huang, Jingfang; Cao, Jian; Fang, Fuhui; Genton, Marc G.; Keyes, David E.; Turkiyyah, George
1
2021
Assessing the risk of disruption of wind turbine operations in Saudi Arabia using Bayesian spatial extremes. Zbl 1466.62448
Chen, Wanfang; Castruccio, Stefano; Genton, Marc G.
1
2021
Recent developments in complex and spatially correlated functional data. Zbl 07232926
Martínez-Hernández, Israel; Genton, Marc G.
5
2020
Functional outlier detection and taxonomy by sequential transformations. Zbl 07212316
Dai, Wenlin; Mrkvička, Tomáš; Sun, Ying; Genton, Marc G.
4
2020
Nonseparable, space-time covariance functions with dynamical compact supports. Zbl 1439.62135
Porcu, Emilio; Bevilacqua, Moreno; Genton, Marc G.
3
2020
Spatial blind source separation. Zbl 1451.62052
Bachoc, François; Genton, Marc G.; Nordhausen, Klaus; Ruiz-Gazen, Anne; Virta, Joni
3
2020
On the stationary marginal distributions of subclasses of multivariate setar processes of order one. Zbl 1446.62241
Das, Soumya; Genton, Marc G.
1
2020
Directional outlyingness for multivariate functional data. Zbl 1471.62049
Dai, Wenlin; Genton, Marc G.
10
2019
Bayesian modeling of air pollution extremes using nested multivariate max-stable processes. Zbl 1436.62678
Vettori, Sabrina; Huser, Raphaël; Genton, Marc G.
7
2019
A non-Gaussian spatio-temporal model for daily wind speeds based on a multi-variate skew-\(T\) distribution. Zbl 1418.62400
Tagle, Felipe; Castruccio, Stefano; Crippa, Paola; Genton, Marc G.
7
2019
Diagonal likelihood ratio test for equality of mean vectors in high-dimensional data. Zbl 1436.62573
Hu, Zongliang; Tong, Tiejun; Genton, Marc G.
5
2019
Likelihood approximation with hierarchical matrices for large spatial datasets. Zbl 07058810
Litvinenko, Alexander; Sun, Ying; Genton, Marc G.; Keyes, David E.
5
2019
Hierarchical-block conditioning approximations for high-dimensional multivariate normal probabilities. Zbl 1430.62094
Cao, Jian; Genton, Marc G.; Keyes, David E.; Turkiyyah, George M.
4
2019
A stochastic generator of global monthly wind energy with Tukey \(g\)-and-\(h\) autoregressive processes. Zbl 1421.62158
Jeong, Jaehong; Yan, Yuan; Castruccio, Stefano; Genton, Marc G.
4
2019
Robust depth-based estimation of the functional autoregressive model. Zbl 1471.62133
Martínez-Hernández, Israel; Genton, Marc G.; González-Farías, Graciela
2
2019
A copula model for non-Gaussian multivariate spatial data. Zbl 1418.62366
Krupskii, Pavel; Genton, Marc G.
2
2019
Scale and shape mixtures of multivariate skew-normal distributions. Zbl 1499.62161
Arellano-Valle, Reinaldo B.; Ferreira, Clécio S.; Genton, Marc G.
19
2018
Factor copula models for replicated spatial data. Zbl 1398.62256
Krupskii, Pavel; Huser, Raphaël; Genton, Marc G.
16
2018
Reducing storage of global wind ensembles with stochastic generators. Zbl 1393.62123
Jeong, Jaehong; Castruccio, Stefano; Crippa, Paola; Genton, Marc G.
9
2018
Principles for statistical inference on big spatio-temporal data from climate models. Zbl 1463.62340
Castruccio, Stefano; Genton, Marc G.
9
2018
A scalable multi-resolution spatio-temporal model for brain activation and connectivity in fMRI data. Zbl 1414.62435
Castruccio, Stefano; Ombao, Hernando; Genton, Marc G.
6
2018
A comparison of dependence function estimators in multivariate extremes. Zbl 1384.62163
Vettori, Sabrina; Huser, Raphaël; Genton, Marc G.
3
2018
Hierarchical decompositions for the computation of high-dimensional multivariate normal probabilities. Zbl 07498945
Genton, Marc G.; Keyes, David E.; Turkiyyah, George
2
2018
Multivariate functional data visualization and outlier detection. Zbl 07499002
Dai, Wenlin; Genton, Marc G.
2
2018
Extreme-value limit of the convolution of exponential and multivariate normal distributions: link to the Hüsler-Reiß distribution. Zbl 1499.62164
Krupskii, Pavel; Joe, Harry; Lee, David; Genton, Marc G.
2
2018
Linear factor copula models and their properties. Zbl 1408.62099
Krupskii, Pavel; Genton, Marc G.
2
2018
An outlyingness matrix for multivariate functional data classification. Zbl 1406.62068
Dai, Wenlin; Genton, Marc G.
1
2018
Spherical process models for global spatial statistics. Zbl 1381.62091
Jeong, Jaehong; Jun, Mikyoung; Genton, Marc G.
14
2017
Depth-weighted robust multivariate regression with application to sparse data. Zbl 1474.62274
Dutta, Subhajit; Genton, Marc G.
1
2017
Likelihood estimators for multivariate extremes. Zbl 1381.62067
Huser, Raphaël; Davison, Anthony C.; Genton, Marc G.
21
2016
Non-stationary dependence structures for spatial extremes. Zbl 1347.62246
Huser, Raphaël; Genton, Marc G.
17
2016
Shrinkage-based diagonal Hotelling’s tests for high-dimensional small sample size data. Zbl 1328.62351
Dong, Kai; Pang, Herbert; Tong, Tiejun; Genton, Marc G.
12
2016
Robust inference in sample selection models. Zbl 1414.62063
Zhelonkin, Mikhail; Genton, Marc G.; Ronchetti, Elvezio
7
2016
On nomenclature for, and the relative merits of, two formulations of skew distributions. Zbl 1376.60024
Azzalini, Adelchi; Browne, Ryan P.; Genton, Marc G.; McNicholas, Paul D.
6
2016
Skewed factor models using selection mechanisms. Zbl 1331.62296
Kim, Hyoung-Moon; Maadooliat, Mehdi; Arellano-Valle, Reinaldo B.; Genton, Marc G.
6
2016
Optimal estimation of derivatives in nonparametric regression. Zbl 1392.62110
Dai, Wenlin; Tong, Tiejun; Genton, Marc G.
5
2016
Testing self-similarity through Lamperti transformations. Zbl 1347.62248
Lee, Myoungji; Genton, Marc G.; Jun, Mikyoung
3
2016
A tilting approach to ranking influence. Zbl 1411.62132
Genton, Marc G.; Hall, Peter
1
2016
Cross-covariance functions for multivariate geostatistics. Zbl 1332.86010
Genton, Marc G.; Kleiber, William
44
2015
Multivariate max-stable spatial processes. Zbl 1345.62051
Genton, Marc G.; Padoan, Simone A.; Sang, Huiyan
9
2015
Efficient maximum approximated likelihood inference for Tukey’s \(g\)-and-\(h\) distribution. Zbl 1468.62215
Xu, Ganggang; Genton, Marc G.
5
2015
A Bayesian spatio-temporal geostatistical model with an auxiliary lattice for large datasets. Zbl 1480.86011
Xu, Ganggang; Liang, Faming; Genton, Marc G.
4
2015
Simplicial band depth for multivariate functional data. Zbl 1414.62066
López-Pintado, Sara; Sun, Ying; Lin, Juan K.; Genton, Marc G.
9
2014
Space-time wind speed forecasting for improved power system dispatch. Zbl 1297.62160
Zhu, Xinxin; Genton, Marc G.; Gu, Yingzhong; Xie, Le
8
2014
A non-Gaussian multivariate distribution with all lower-dimensional Gaussians and related families. Zbl 1360.62251
Dutta, Subhajit; Genton, Marc G.
6
2014
Incorporating geostrophic wind information for improved space-time short-term wind speed forecasting. Zbl 1304.62142
Zhu, Xinxin; Bowman, Kenneth P.; Genton, Marc G.
2
2014
Mixtures of skewed Kalman filters. Zbl 1278.62154
Kim, Hyoung-Moon; Ryu, Duchwan; Mallick, Bani K.; Genton, Marc G.
2
2014
Shannon entropy and mutual information for multivariate skew-elliptical distributions. Zbl 1259.62002
Arellano-Valle, Reinaldo B.; Contreras-Reyes, Javier E.; Genton, Marc G.
15
2013
Objective Bayesian analysis of skew-\(t\) distributions. Zbl 1259.62008
Branco, Marcia D’Elia; Genton, Marc G.; Liseo, Brunero
10
2013
Nonparametric identification of copula structures. Zbl 06195969
Li, Bo; Genton, Marc G.
9
2013
Characteristic function-based semiparametric inference for skew-symmetric models. Zbl 1364.62080
Potgieter, Cornelis J.; Genton, Marc G.
6
2013
Spatially varying cross-correlation coefficients in the presence of nugget effects. Zbl 1284.62591
Kleiber, William; Genton, Marc G.
4
2013
Measuring the discrepancy of a parametric model via local polynomial smoothing. Zbl 1364.62126
El Ghouch, Anouar; Genton, Marc G.; Bouezmarni, Taoufik
1
2013
Semiparametric efficient and robust estimation of an unknown symmetric population under arbitrary sample selection bias. Zbl 06224989
Ma, Yanyuan; Kim, Mijeong; Genton, Marc G.
1
2013
A Heckman selection-\(t\) model. Zbl 1328.62429
Marchenko, Yulia V.; Genton, Marc G.
26
2012
A valid Matérn class of cross-covariance functions for multivariate random fields with any number of components. Zbl 1261.62087
Apanasovich, Tatiyana V.; Genton, Marc G.; Sun, Ying
25
2012
Identifiability problems in some non-Gaussian spatial random fields. Zbl 1449.62203
Genton, Marc G.; Zhang, Hao
10
2012
A test for stationarity of spatio-temporal random fields on planar and spherical domains. Zbl 1253.62070
Jun, Mikyoung; Genton, Marc G.
6
2012
Short-term wind speed forecasting for power system operations. Zbl 1422.62339
Zhu, Xinxin; Genton, Marc G.
6
2012
Functional median polish. Zbl 1302.62281
Sun, Ying; Genton, Marc G.
2
2012
Variogram estimation in the presence of trend. Zbl 1383.62165
Bliznyuk, Nikolay; Carroll, Raymond J.; Genton, Marc G.; Wang, Yuedong
2
2012
Generalized linear latent variable models with flexible distribution of latent variables. Zbl 1253.62051
Irincheeva, Irina; Cantoni, Eva; Genton, Marc G.
2
2012
A non-Gaussian spatial generalized linear latent variable model. Zbl 1302.62264
Irincheeva, Irina; Cantoni, Eva; Genton, Marc G.
1
2012
On the robustness of two-stage estimators. Zbl 1243.62046
Zhelonkin, Mikhail; Genton, Marc G.; Ronchetti, Elvezio
1
2012
On the likelihood function of Gaussian max-stable processes. Zbl 1215.62089
Genton, Marc G.; Ma, Yanyuan; Sang, Huiyan
30
2011
Asymptotic properties of sample quantiles of discrete distributions. Zbl 1432.62035
Ma, Yanyuan; Genton, Marc G.; Parzen, Emanuel
16
2011
Characteristic functions of scale mixtures of multivariate skew-normal distributions. Zbl 1221.60020
Kim, Hyoung-Moon; Genton, Marc G.
16
2011
Aggregation-cokriging for highly multivariate spatial data. Zbl 1230.62127
Furrer, Reinhard; Genton, Marc G.
7
2011
Multivariate extended skew-\(t\) distributions and related families. Zbl 1301.62016
Arellano-Valle, Reinaldo B.; Genton, Marc G.
35
2010
Cross-covariance functions for multivariate random fields based on latent dimensions. Zbl 1183.62164
Apanasovich, Tatiyana V.; Genton, Marc G.
34
2010
Multivariate unified skew-elliptical distributions. Zbl 1213.62087
Arellano-Valle, Reinaldo B.; Genton, Marc G.
27
2010
Powering up with space-time wind forecasting. Zbl 1397.62484
Hering, Amanda S.; Genton, Marc G.
21
2010
An invariance property of quadratic forms in random vectors with a selection distribution, with application to sample variogram and covariogram estimators. Zbl 1440.62178
Arellano-Valle, Reinaldo B.; Genton, Marc G.
11
2010
Perturbation of numerical confidential data via skew-\(t\) distributions. Zbl 1232.65009
Lee, Seokho; Genton, Marc G.; Arellano-Valle, Reinaldo B.
9
2010
Invariance-based estimating equations for skew-symmetric distributions. Zbl 1301.62032
Azzalini, Adelchi; Genton, Marc G.; Scarpa, Bruno
7
2010
Shape mixtures of multivariate skew-normal distributions. Zbl 1151.62042
Arellano-Valle, Reinaldo B.; Genton, Marc G.; Loschi, Rosangela H.
25
2009
Local polynomial quantile regression with parametric features. Zbl 1205.62042
El Ghouch, Anouar; Genton, Marc G.
6
2009
Single-index additive vector autoregressive time series models. Zbl 1198.62102
Li, Yehua; Genton, Mark G.
3
2009
Robust time series analysis via measurement error modeling. Zbl 1166.62070
Wang, Qiong; Stefanski, Leonard A.; Genton, Marc G.; Boos, Dennis D.
1
2009
Robust likelihood methods based on the skew-\(t\) and related distributions. Zbl 1206.62102
Azzalini, Adelchi; Genton, Marc G.
84
2008
On the exact distribution of the maximum of absolutely continuous dependent random variables. Zbl 1134.60033
Arellano-Valle, Reinaldo B.; Genton, Marc G.
38
2008
Bayesian inference for shape mixtures of skewed distributions, with application to regression analysis. Zbl 1330.62242
Arellano-Valle, Reinaldo B.; Castro, Luis M.; Genton, Marc G.; Gómez, Héctor W.
23
2008
Testing the covariance structure of multivariate random fields. Zbl 1437.62528
Li, Bo; Genton, Marc G.; Sherman, Michael
19
2008
On the asymptotic joint distribution of sample space-time covariance estimators. Zbl 1155.62010
Li, Bo; Genton, Marc G.; Sherman, Michael
5
2008
Minimum distance inference in unilateral autoregressive lattice processes. Zbl 1135.62068
Genton, Marc G.; Koul, Hira L.
3
2008
Robust prediction of beta. Zbl 1142.91582
Genton, Marc G.; Ronchetti, Elvezio
2
2008
Corrigendum to “On the exact distribution of linear combinations of order statistics from dependent random variables”. Zbl 1282.62135
Arellano-Valle, Reinaldo B.; Genton, Marc G.
1
2008
Geostatistical space-time models, stationarity, separability, and full symmetry. Zbl 1282.86019
Gneiting, Tilmann; Genton, Marc G.; Guttorp, Peter
45
2007
On the exact distribution of linear combinations of order statistics from dependent random variables. Zbl 1139.62028
Arellano-Valle, Reinaldo B.; Genton, Marc G.
32
2007
A nonparametric assessment of properties of space-time covariance functions. Zbl 1172.62311
Li, Bo; Genton, Marc G.; Sherman, Michael
17
2007
Self-similarity and Lamperti transformation for random fields. Zbl 1125.60046
Genton, Marc G.; Perrin, Olivier; Taqqu, Murad S.
16
2007
Extreme value distributions for the skew-symmetric family of distributions. Zbl 1124.62034
Chang, Sheng-Mao; Genton, Marc G.
13
2007
On Gauss’s characterization of the normal distribution. Zbl 1111.62012
Azzalini, Adelchi; Genton, Marc G.
10
2007
Censored time series analysis with autoregressive moving average models. Zbl 1124.62061
Park, Jung Wook; Genton, Marc G.; Ghosh, Sujit K.
9
2007
A unified view on skewed distributions arising from selections. Zbl 1121.60009
Arellano-Valle, Reinaldo B.; Branco, Márcia D.; Genton, Marc G.
113
2006
The multivariate skew-slash distribution. Zbl 1081.60013
Wang, Jing; Genton, Marc G.
86
2006
Calibrated probabilistic forecasting at the stateline wind energy center: The regime-switching space-time method. Zbl 1120.62341
Gneiting, Tilmann; Larson, Kristin; Westrick, Kenneth; Genton, Marc G.; Aldrich, Eric
31
2006
A likelihood ratio test for separability of covariances. Zbl 1089.62063
Mitchell, Matthew W.; Genton, Marc G.; Gumpertz, Marcia L.
29
2006
...and 34 more Documents
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Cited by 1,839 Authors

85 Genton, Marc G.
47 Arellano-Valle, Reinaldo Boris
45 Jamalizadeh, Ahad
43 Lachos Dávila, Víctor Hugo
30 Kim, Hea-Jung
29 Balakrishnan, Narayanaswamy
27 Porcu, Emilio
25 Bolfarine, Heleno
24 Lin, Tsung I.
21 Gómez, Héctor Wladimir
18 Gupta, Arjun Kumar
16 Azzalini, Adelchi
16 McLachlan, Geoffrey John
14 Kim, Hyoung-Moon
14 Lee, Sharon X.
14 Loperfido, Nicola M. R.
13 Huser, Raphaël
12 Nadarajah, Saralees
11 Amiri, Mehdi
11 Cabral, Celso Rômulo Barbosa
10 Arslan, Olcay
10 Bevilacqua, Moreno
10 Loschi, Rosangela Helena
10 Reisen, Valdério Anselmo
10 Wang, Tonghui
9 Castro, Luis Mauricio
9 Ley, Christophe
9 Ma, Yanyuan
9 Mateu, Jorge
9 Padoan, Simone A.
9 Wang, Wan-Lun
8 Castruccio, Stefano
8 Contreras-Reyes, Javier E.
8 Lévy-Leduc, Céline
8 Richter, Wolf-Dieter
8 Roozegar, Roohollah
7 Alegria, Alfredo
7 Beranger, Boris
7 Čížek, Pavel
7 Ferreira, Clécio S.
7 Kazemi, Iraj
7 Keyes, David Elliot
7 Khaledi, Majid Jafari
7 Krupskii, Pavel
7 Matos, Larissa A.
7 McNicholas, Paul D.
7 Menegatto, Valdir Antonio
7 Naveau, Philippe
7 Shushi, Tomer
7 Sisson, Scott A.
7 Sun, Ying
7 Tian, Weizhong
7 Zhang, Jinting
6 Arnold, Barry Charles
6 Baghfalaki, Taban
6 De Iaco, Sandra
6 Dey, Dipak Kumar
6 Emery, Xavier
6 Furrer, Reinhard
6 Ganjali, Mojtaba
6 Jones, Michael Chris
6 Jun, Mikyoung
6 Kahrari, Fereshte
6 Li, Bo
6 Maleki, Mohsen
6 Reyes, Jimmy
6 Scarpa, Bruno
6 Taqqu, Murad S.
6 Wadsworth, Jennifer L.
6 Zeller, Camila Borelli
5 Abanto-Valle, Carlos Antonio
5 Browne, Ryan P.
5 Cao, Jian
5 Choi, Taeryon
5 Dai, Wenlin
5 Filipiak, Katarzyna
5 Genç, Ali İ.
5 Gneiting, Tilmann
5 González-Farías, Graciela M.
5 Huang, Wen-Jang
5 Huang, Yangxin
5 Joe, Harry
5 Klein, Daniel J.
5 Liseo, Brunero
5 Ogundimu, Emmanuel O.
5 Posa, Donato
5 Quintana, Fernando Andrés
5 Rubio, Francisco Javier
5 Schlather, Martin
5 Segers, Johan
5 Towhidi, Mina
5 Turkiyyah, George M.
5 Xiao, Yimin
5 Yousefzadeh, Fatemeh
4 Adcock, C. J.
4 Aoki, Reiko
4 Bondon, Pascal
4 Branco, Márcia D’Elia
4 Cancho, Vicente Garibay
4 Dutta, Subhajit
...and 1,739 more Authors
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Cited in 184 Serials

116 Journal of Multivariate Analysis
82 Communications in Statistics. Theory and Methods
77 Computational Statistics and Data Analysis
68 Statistics & Probability Letters
51 Journal of Statistical Planning and Inference
41 Journal of Applied Statistics
39 Test
32 The Annals of Applied Statistics
31 Statistics
31 Communications in Statistics. Simulation and Computation
31 Journal of Statistical Computation and Simulation
31 Statistical Papers
25 Computational Statistics
24 Journal of the American Statistical Association
21 Extremes
21 Statistical Methods and Applications
19 Brazilian Journal of Probability and Statistics
19 Journal of Agricultural, Biological, and Environmental Statistics
16 Scandinavian Journal of Statistics
16 Bernoulli
16 Statistics and Computing
15 Statistical Science
14 Journal of Econometrics
14 Journal of the Korean Statistical Society
14 Journal of Computational and Graphical Statistics
12 Journal of Time Series Analysis
12 Advances in Data Analysis and Classification. ADAC
11 European Journal of Operational Research
11 Mathematical Geosciences
10 The Annals of Statistics
10 Metron
10 Journal of Statistical Theory and Practice
9 Annals of the Institute of Statistical Mathematics
9 Electronic Journal of Statistics
9 Chilean Journal of Statistics
8 Statistical Methodology
7 Journal of Computational and Applied Mathematics
7 Journal of Nonparametric Statistics
7 Journal of the Royal Statistical Society. Series B. Statistical Methodology
7 Statistical Modelling
6 Statistica Sinica
6 AStA. Advances in Statistical Analysis
6 Sankhyā. Series A
5 Biometrical Journal
5 Biometrics
5 Mathematics and Computers in Simulation
5 Insurance Mathematics & Economics
5 Stochastic Processes and their Applications
5 Dependence Modeling
5 Japanese Journal of Statistics and Data Science
4 Journal of Computational Physics
4 Metrika
4 Information Sciences
4 Statistica
4 Random Operators and Stochastic Equations
4 Methodology and Computing in Applied Probability
4 Sankhyā. Series B
3 The Canadian Journal of Statistics
3 Automatica
3 Journal of Applied Probability
3 Journal of Classification
3 International Journal of Approximate Reasoning
3 Machine Learning
3 Linear Algebra and its Applications
3 Journal of Mathematical Sciences (New York)
3 Stochastic Environmental Research and Risk Assessment
3 Econometric Theory
3 Stochastic Models
3 Statistical Analysis and Data Mining
3 Journal of Statistical Distributions and Applications
3 SIAM Journal on Mathematics of Data Science
2 Inverse Problems
2 Journal of Mathematical Analysis and Applications
2 Journal of Statistical Physics
2 Lithuanian Mathematical Journal
2 Physica A
2 Theory of Probability and its Applications
2 Statistica Neerlandica
2 Stochastic Analysis and Applications
2 Revista Colombiana de Estadística
2 Econometric Reviews
2 Annals of Operations Research
2 Neural Computation
2 Pattern Recognition
2 SIAM Journal on Scientific Computing
2 Applied and Computational Harmonic Analysis
2 Advances in Computational Mathematics
2 The Journal of Fourier Analysis and Applications
2 Mathematical Problems in Engineering
2 Positivity
2 Journal of Inequalities and Applications
2 The Econometrics Journal
2 Applied Stochastic Models in Business and Industry
2 Quantitative Finance
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2 REVSTAT
2 Stochastics
2 Science China. Mathematics
2 Journal of Probability and Statistics
2 European Actuarial Journal
...and 84 more Serials
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Cited in 36 Fields

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141 Numerical analysis (65-XX)
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13 Operations research, mathematical programming (90-XX)
13 Information and communication theory, circuits (94-XX)
7 Dynamical systems and ergodic theory (37-XX)
7 Abstract harmonic analysis (43-XX)
6 Systems theory; control (93-XX)
4 General and overarching topics; collections (00-XX)
4 Real functions (26-XX)
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4 Approximations and expansions (41-XX)
3 Measure and integration (28-XX)
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