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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.
Homepage: https://www.kaust.edu.sa/en/study/faculty/marc-genton
External Links: MGP · ORCID · Wikidata · Google Scholar · ResearchGate · dblp · GND
all top 5

Co-Authors

11 single-authored
17 Arellano-Valle, Reinaldo Boris
11 Castruccio, Stefano
10 Ma, Yanyuan
9 Keyes, David Elliot
9 Sun, Ying
7 Huser, Raphaël
6 Azzalini, Adelchi
6 Cao, Jian
6 Turkiyyah, George M.
5 Dai, Wenlin
5 Huang, Huang
5 Jeong, Jaehong
5 Krupskii, Pavel
5 Tong, Tiejun
4 Dutta, Subhajit
4 Li, Bo
4 Ronchetti, Elvezio M.
4 Yan, 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 Lenzi, Amanda
3 Martínez-Hernández, Israel
3 Sang, Huiyan
3 Vettori, Sabrina
2 Abdulah, Sameh
2 Apanasovich, Tatiyana V.
2 Baker, Allison H.
2 Bowman, Kenneth P.
2 Boyer, Joseph
2 Cantoni, Eva
2 Chen, Wanfang
2 Das, Soumya
2 de Luna, Xavier
2 El Ghouch, Anouar
2 Fang, Fuhui
2 Ghosh, Sujit Kumar
2 Gorsich, David J.
2 Gu, Yingzhong
2 Hall, Peter Gavin
2 Hering, Amanda S.
2 Hu, Zongliang
2 Huang, Jingfang
2 Irincheeva, Irina
2 Loperfido, Nicola M. R.
2 Ltaief, Hatem
2 Lucas, André
2 Mallick, Bani K.
2 Park, Jung Wook
2 Parzen, Emanuel
2 Perrin, Olivier
2 Rousseeuw, Peter J.
2 Salvaña, Mary Lai O.
2 Stefanski, Leonard A.
2 Wang, Jiuzhou
2 Wang, Yuedong
2 Xie, Le
2 Xu, Ganggang
2 Zhelonkin, Mikhail
1 Aldrich, Eric Mark
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 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 Ferreira, Clécio S.
1 Furrer, Reinhard
1 Gather, Ursula
1 Ghosh, Sugata
1 Goddard, Scott D.
1 Gómez, Héctor Wladimir
1 González-Farías, Graciela M.
1 Gumpertz, Marcia L.
1 Guttorp, Peter
1 Hampel, Frank R.
1 He, Xuming
1 Huang, Hsin-Cheng
1 Joe, Harry
1 Karling, Maicon J.
1 Kim, Mijeong
...and 50 more Co-Authors
all top 5

Serials

18 Journal of Multivariate Analysis
13 Journal of the American Statistical Association
11 Statistica Sinica
10 Statistics & Probability Letters
9 Journal of Agricultural, Biological, and Environmental Statistics
8 Scandinavian Journal of Statistics
7 Biometrika
7 Computational Statistics and Data Analysis
7 Journal of Computational and Graphical Statistics
6 Biometrics
5 Journal of the Royal Statistical Society. Series B. Statistical Methodology
5 Statistics and Computing
4 International Statistical Review
4 Test
4 Mathematical Geology
4 The Annals of Applied Statistics
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 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
1 Environmetrics

Publications by Year

Citations contained in zbMATH Open

146 Publications have been cited 2,476 times in 1,463 Documents Cited by Year
Skew-elliptical distributions and their applications: a journey beyond normality. Zbl 1069.62045
227
2004
On fundamental skew distributions. Zbl 1073.62049
Arellano-Valle, Reinaldo B.; Genton, Marc G.
149
2005
A unified view on skewed distributions arising from selections. Zbl 1121.60009
Arellano-Valle, Reinaldo B.; Branco, Márcia D.; Genton, Marc G.
117
2006
The multivariate skew-slash distribution. Zbl 1081.60013
Wang, Jing; Genton, Marc G.
91
2006
Robust likelihood methods based on the skew-\(t\) and related distributions. Zbl 1206.62102
Azzalini, Adelchi; Genton, Marc G.
91
2008
Flexible class of skew-symmetric distributions. Zbl 1063.62079
Ma, Yanyuan; Genton, Mark G.
83
2004
Generalized skew-elliptical distributions and their quadratic forms. Zbl 1083.62043
Genton, Marc G.; Loperfido, Nicola M. R.
74
2005
Moments of skew-normal random vectors and their quadratic forms. Zbl 0972.62031
Genton, Marc G.; He, Li; Liu, Xiangwei
73
2001
Cross-covariance functions for multivariate geostatistics. Zbl 1332.86010
Genton, Marc G.; Kleiber, William
63
2015
Geostatistical space-time models, stationarity, separability, and full symmetry. Zbl 1282.86019
Gneiting, Tilmann; Genton, Marc G.; Guttorp, Peter
53
2007
A skew-symmetric representation of multivariate distributions. Zbl 1060.62059
Wang, Jiuzhou; Boyer, Joseph; Genton, Marc G.
50
2004
Classes of kernels for machine learning: A statistics perspective. Zbl 1037.68113
Genton, Marc G.
47
2002
Cross-covariance functions for multivariate random fields based on latent dimensions. Zbl 1183.62164
Apanasovich, Tatiyana V.; Genton, Marc G.
45
2010
Breakdown and groups. (With discussions and rejoinder). Zbl 1077.62041
Davies, P. Laurie; Gather, Ursula
44
2005
Multivariate extended skew-\(t\) distributions and related families. Zbl 1301.62016
Arellano-Valle, Reinaldo B.; Genton, Marc G.
39
2010
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 unified skew-elliptical distributions. Zbl 1213.62087
Arellano-Valle, Reinaldo B.; Genton, Marc G.
36
2010
A likelihood ratio test for separability of covariances. Zbl 1089.62063
Mitchell, Matthew W.; Genton, Marc G.; Gumpertz, Marcia L.
33
2006
Highly robust estimation of the autocovariance function. Zbl 0970.62056
Ma, Yanyuan; Genton, Marc G.
33
2000
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
32
2006
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
On the likelihood function of Gaussian max-stable processes. Zbl 1215.62089
Genton, Marc G.; Ma, Yanyuan; Sang, Huiyan
32
2011
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
32
2012
A Heckman selection-\(t\) model. Zbl 1328.62429
Marchenko, Yulia V.; Genton, Marc G.
28
2012
Comprehensive definitions of breakdown points for independent and dependent observations. Zbl 1063.62038
Genton, Marc G.; Lucas, André
26
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.
25
2008
Shape mixtures of multivariate skew-normal distributions. Zbl 1151.62042
Arellano-Valle, Reinaldo B.; Genton, Marc G.; Loschi, Rosangela H.
25
2009
Locally efficient semiparametric estimators for generalized skew-elliptical distributions. Zbl 1117.62394
Ma, Yanyuan; Genton, Marc G.; Tsiatis, Anastasios A.
24
2005
Testing the covariance structure of multivariate random fields. Zbl 1437.62528
Li, Bo; Genton, Marc G.; Sherman, Michael
24
2008
Powering up with space-time wind forecasting. Zbl 1397.62484
Hering, Amanda S.; Genton, Marc G.
23
2010
Likelihood estimators for multivariate extremes. Zbl 1381.62067
Huser, Raphaël; Davison, Anthony C.; Genton, Marc G.
23
2016
Factor copula models for replicated spatial data. Zbl 1398.62256
Krupskii, Pavel; Huser, Raphaël; Genton, Marc G.
21
2018
Scale and shape mixtures of multivariate skew-normal distributions. Zbl 1499.62161
Arellano-Valle, Reinaldo B.; Ferreira, Clécio S.; Genton, Marc G.
21
2018
Characteristic functions of scale mixtures of multivariate skew-normal distributions. Zbl 1221.60020
Kim, Hyoung-Moon; Genton, Marc G.
21
2011
A nonparametric assessment of properties of space-time covariance functions. Zbl 1172.62311
Li, Bo; Genton, Marc G.; Sherman, Michael
20
2007
Variogram fitting by generalized least squares using an explicit formula for the covariance structure. Zbl 0970.86004
Genton, Marc G.
20
1998
Highly robust variogram estimation. Zbl 0970.86002
Genton, Marc G.
19
1998
Non-stationary dependence structures for spatial extremes. Zbl 1347.62246
Huser, Raphaël; Genton, Marc G.
18
2016
Simplicial band depth for multivariate functional data. Zbl 1414.62066
López-Pintado, Sara; Sun, Ying; Lin, Juan K.; Genton, Marc G.
18
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.
18
2013
Robust indirect inference. Zbl 1047.62025
Genton, Marc G.; Ronchetti, Elvezio
18
2003
Asymptotic properties of sample quantiles of discrete distributions. Zbl 1432.62035
Ma, Yanyuan; Genton, Marc G.; Parzen, Emanuel
17
2011
Self-similarity and Lamperti transformation for random fields. Zbl 1125.60046
Genton, Marc G.; Perrin, Olivier; Taqqu, Murad S.
17
2007
Spherical process models for global spatial statistics. Zbl 1381.62091
Jeong, Jaehong; Jun, Mikyoung; Genton, Marc G.
16
2017
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.
14
2016
Directional outlyingness for multivariate functional data. Zbl 1471.62049
Dai, Wenlin; Genton, Marc G.
14
2019
Stationary covariances associated with exponentially convex functions. Zbl 1045.60032
Ehm, Werner; Genton, Marc G.; Gneiting, Tilmann
14
2004
Extreme value distributions for the skew-symmetric family of distributions. Zbl 1124.62034
Chang, Sheng-Mao; Genton, Marc G.
13
2007
A skewed Kalman filter. Zbl 1066.62091
Naveau, Philippe; Genton, Marc G.; Shen, Xilin
12
2005
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.
12
2010
On a time deformation reducing nonstationary stochastic processes to local stationarity. Zbl 1049.62098
Genton, Marc G.; Perrin, Olivier
12
2004
Identifiability problems in some non-Gaussian spatial random fields. Zbl 1449.62203
Genton, Marc G.; Zhang, Hao
12
2012
Multivariate max-stable spatial processes. Zbl 1345.62051
Genton, Marc G.; Padoan, Simone A.; Sang, Huiyan
11
2015
On Gauss’s characterization of the normal distribution. Zbl 1111.62012
Azzalini, Adelchi; Genton, Marc G.
11
2007
Nonparametric identification of copula structures. Zbl 06195969
Li, Bo; Genton, Marc G.
11
2013
Hierarchical decompositions for the computation of high-dimensional multivariate normal probabilities. Zbl 07498945
Genton, Marc G.; Keyes, David E.; Turkiyyah, George
11
2018
Nonparametric variogram and covariogram estimation with Fourier-Bessel matrices. Zbl 1011.62032
Genton, Marc G.; Gorsich, David J.
10
2002
Principles for statistical inference on big spatio-temporal data from climate models. Zbl 1463.62340
Castruccio, Stefano; Genton, Marc G.
10
2018
Reducing storage of global wind ensembles with stochastic generators. Zbl 1393.62123
Jeong, Jaehong; Castruccio, Stefano; Crippa, Paola; Genton, Marc G.
10
2018
Likelihood approximation with hierarchical matrices for large spatial datasets. Zbl 1507.62110
Litvinenko, Alexander; Sun, Ying; Genton, Marc G.; Keyes, David E.
10
2019
A test for stationarity of spatio-temporal random fields on planar and spherical domains. Zbl 1253.62070
Jun, Mikyoung; Genton, Marc G.
10
2012
Objective Bayesian analysis of skew-\(t\) distributions. Zbl 1259.62008
Branco, Marcia D’Elia; Genton, Marc G.; Liseo, Brunero
10
2013
A multivariate skew-GARCH model. Zbl 1190.91167
de Luca, Giovanni; Genton, Marc G.; Loperfido, Nicola
10
2006
Invariance-based estimating equations for skew-symmetric distributions. Zbl 1301.62032
Azzalini, Adelchi; Genton, Marc G.; Scarpa, Bruno
9
2010
A multivariate two-sample mean test for small sample size and missing data. Zbl 1111.62052
Wu, Yujun; Genton, Marc G.; Stefanski, Leonard A.
9
2006
Censored time series analysis with autoregressive moving average models. Zbl 1124.62061
Park, Jung Wook; Genton, Marc G.; Ghosh, Sujit K.
9
2007
Optimal estimation of derivatives in nonparametric regression. Zbl 1392.62110
Dai, Wenlin; Tong, Tiejun; Genton, Marc G.
9
2016
Eigenstructures of spatial design matrices. Zbl 1003.62084
Gorsich, David J.; Genton, Marc G.; Strang, Gilbert
9
2002
Robust inference in sample selection models. Zbl 1414.62063
Zhelonkin, Mikhail; Genton, Marc G.; Ronchetti, Elvezio
9
2016
Aggregation-cokriging for highly multivariate spatial data. Zbl 1230.62127
Furrer, Reinhard; Genton, Marc G.
9
2011
Perturbation of numerical confidential data via skew-\(t\) distributions. Zbl 1232.65009
Lee, Seokho; Genton, Marc G.; Arellano-Valle, Reinaldo B.
9
2010
Space-time wind speed forecasting for improved power system dispatch. Zbl 1297.62160
Zhu, Xinxin; Genton, Marc G.; Gu, Yingzhong; Xie, Le
8
2014
Predictive spatio-temporal models for spatially sparse environmental data. Zbl 1070.62080
de Luna, Xavier; Genton, Marc G.
8
2005
A note on an equivalence between chi-square and generalized skew-normal distributions. Zbl 1075.62010
Wang, Jiuzhou; Boyer, Joseph; Genton, Marc G.
8
2004
Spatial breakdown point of variogram estimators. Zbl 0970.86009
Genton, Marc G.
8
1998
Highly robust estimation of dispersion matrices. Zbl 1013.62065
Ma, Yanyuan; Genton, Marc G.
8
2001
Bayesian modeling of air pollution extremes using nested multivariate max-stable processes. Zbl 1436.62678
Vettori, Sabrina; Huser, Raphaël; Genton, Marc G.
8
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.
8
2019
Recent developments in complex and spatially correlated functional data. Zbl 07232926
Martínez-Hernández, Israel; Genton, Marc G.
8
2020
A non-Gaussian multivariate distribution with all lower-dimensional Gaussians and related families. Zbl 1360.62251
Dutta, Subhajit; Genton, Marc G.
7
2014
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.
7
2018
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
Skewed factor models using selection mechanisms. Zbl 1331.62296
Kim, Hyoung-Moon; Maadooliat, Mehdi; Arellano-Valle, Reinaldo B.; Genton, Marc G.
6
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
Characteristic function-based semiparametric inference for skew-symmetric models. Zbl 1364.62080
Potgieter, Cornelis J.; Genton, Marc G.
6
2013
Short-term wind speed forecasting for power system operations. Zbl 1422.62339
Zhu, Xinxin; Genton, Marc G.
6
2012
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.
6
2019
Diagonal likelihood ratio test for equality of mean vectors in high-dimensional data. Zbl 1436.62573
Hu, Zongliang; Tong, Tiejun; Genton, Marc G.
6
2019
Local polynomial quantile regression with parametric features. Zbl 1205.62042
El Ghouch, Anouar; Genton, Marc G.
6
2009
Functional outlier detection and taxonomy by sequential transformations. Zbl 1510.62030
Dai, Wenlin; Mrkvička, Tomáš; Sun, Ying; Genton, Marc G.
6
2020
A Bayesian spatio-temporal geostatistical model with an auxiliary lattice for large datasets. Zbl 1480.86011
Xu, Ganggang; Liang, Faming; Genton, Marc G.
5
2015
Spatially varying cross-correlation coefficients in the presence of nugget effects. Zbl 1284.62591
Kleiber, William; Genton, Marc G.
5
2013
A comparison of dependence function estimators in multivariate extremes. Zbl 1384.62163
Vettori, Sabrina; Huser, Raphaël; Genton, Marc G.
5
2018
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
Nonseparable, space-time covariance functions with dynamical compact supports. Zbl 1439.62135
Porcu, Emilio; Bevilacqua, Moreno; Genton, Marc G.
5
2020
Multivariate functional data visualization and outlier detection. Zbl 07499002
Dai, Wenlin; Genton, Marc G.
5
2018
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.
5
2021
Robustness properties of dispersion estimators. Zbl 0940.62028
Genton, Marc G.; Ma, Yanyuan
4
1999
Minimum distance inference in unilateral autoregressive lattice processes. Zbl 1135.62068
Genton, Marc G.; Koul, Hira L.
4
2008
Scalable computation of predictive probabilities in probit models with Gaussian process priors. Zbl 07633202
Cao, Jian; Durante, Daniele; Genton, Marc G.
2
2022
Sparse functional boxplots for multivariate curves. Zbl 07633296
Qu, Zhuo; Genton, Marc G.
1
2022
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.
5
2021
Competition on spatial statistics for large datasets. Zbl 07603083
Huang, Huang; Abdulah, Sameh; Sun, Ying; Ltaief, Hatem; Keyes, David E.; Genton, Marc G.
4
2021
Lagrangian spatio-temporal nonstationary covariance functions. Zbl 07645413
Salvaña, Mary Lai O.; Genton, Marc G.
1
2021
Improving Bayesian local spatial models in large datasets. Zbl 07499865
Lenzi, Amanda; Castruccio, Stefano; Rue, Håvard; Genton, Marc G.
1
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 reliability of wind power operations under a changing climate with a non-Gaussian bias correction. Zbl 1498.62299
Zhang, Jiachen; Crippa, Paola; Genton, Marc G.; Castruccio, Stefano
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.
8
2020
Functional outlier detection and taxonomy by sequential transformations. Zbl 1510.62030
Dai, Wenlin; Mrkvička, Tomáš; Sun, Ying; Genton, Marc G.
6
2020
Nonseparable, space-time covariance functions with dynamical compact supports. Zbl 1439.62135
Porcu, Emilio; Bevilacqua, Moreno; Genton, Marc G.
5
2020
Spatial blind source separation. Zbl 1451.62052
Bachoc, François; Genton, Marc G.; Nordhausen, Klaus; Ruiz-Gazen, Anne; Virta, Joni
3
2020
Bayesian model averaging over tree-based dependence structures for multivariate extremes. Zbl 07499281
Vettori, Sabrina; Huser, Raphaël; Segers, Johan; Genton, Marc G.
2
2020
Multivariate transformed Gaussian processes. Zbl 1447.62054
Yan, Yuan; Jeong, Jaehong; Genton, Marc G.
2
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
Estimating the mean and variance from the five-number summary of a log-normal distribution. Zbl 07342260
Shi, Jiandong; Tong, Tiejun; Wang, Yuedong; Genton, Marc G.
1
2020
Directional outlyingness for multivariate functional data. Zbl 1471.62049
Dai, Wenlin; Genton, Marc G.
14
2019
Likelihood approximation with hierarchical matrices for large spatial datasets. Zbl 1507.62110
Litvinenko, Alexander; Sun, Ying; Genton, Marc G.; Keyes, David E.
10
2019
Bayesian modeling of air pollution extremes using nested multivariate max-stable processes. Zbl 1436.62678
Vettori, Sabrina; Huser, Raphaël; Genton, Marc G.
8
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.
8
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
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.
6
2019
Diagonal likelihood ratio test for equality of mean vectors in high-dimensional data. Zbl 1436.62573
Hu, Zongliang; Tong, Tiejun; Genton, Marc G.
6
2019
A copula model for non-Gaussian multivariate spatial data. Zbl 1418.62366
Krupskii, Pavel; Genton, Marc G.
3
2019
Robust depth-based estimation of the functional autoregressive model. Zbl 1471.62133
Martínez-Hernández, Israel; Genton, Marc G.; González-Farías, Graciela
3
2019
Factor copula models for replicated spatial data. Zbl 1398.62256
Krupskii, Pavel; Huser, Raphaël; Genton, Marc G.
21
2018
Scale and shape mixtures of multivariate skew-normal distributions. Zbl 1499.62161
Arellano-Valle, Reinaldo B.; Ferreira, Clécio S.; Genton, Marc G.
21
2018
Hierarchical decompositions for the computation of high-dimensional multivariate normal probabilities. Zbl 07498945
Genton, Marc G.; Keyes, David E.; Turkiyyah, George
11
2018
Principles for statistical inference on big spatio-temporal data from climate models. Zbl 1463.62340
Castruccio, Stefano; Genton, Marc G.
10
2018
Reducing storage of global wind ensembles with stochastic generators. Zbl 1393.62123
Jeong, Jaehong; Castruccio, Stefano; Crippa, Paola; Genton, Marc G.
10
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.
7
2018
A comparison of dependence function estimators in multivariate extremes. Zbl 1384.62163
Vettori, Sabrina; Huser, Raphaël; Genton, Marc G.
5
2018
Multivariate functional data visualization and outlier detection. Zbl 07499002
Dai, Wenlin; Genton, Marc G.
5
2018
Linear factor copula models and their properties. Zbl 1408.62099
Krupskii, Pavel; Genton, Marc G.
3
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
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.
16
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.
23
2016
Non-stationary dependence structures for spatial extremes. Zbl 1347.62246
Huser, Raphaël; Genton, Marc G.
18
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.
14
2016
Optimal estimation of derivatives in nonparametric regression. Zbl 1392.62110
Dai, Wenlin; Tong, Tiejun; Genton, Marc G.
9
2016
Robust inference in sample selection models. Zbl 1414.62063
Zhelonkin, Mikhail; Genton, Marc G.; Ronchetti, Elvezio
9
2016
Skewed factor models using selection mechanisms. Zbl 1331.62296
Kim, Hyoung-Moon; Maadooliat, Mehdi; Arellano-Valle, Reinaldo B.; Genton, Marc G.
6
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
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
63
2015
Multivariate max-stable spatial processes. Zbl 1345.62051
Genton, Marc G.; Padoan, Simone A.; Sang, Huiyan
11
2015
A Bayesian spatio-temporal geostatistical model with an auxiliary lattice for large datasets. Zbl 1480.86011
Xu, Ganggang; Liang, Faming; Genton, Marc G.
5
2015
Efficient maximum approximated likelihood inference for Tukey’s \(g\)-and-\(h\) distribution. Zbl 1468.62215
Xu, Ganggang; Genton, Marc G.
5
2015
Simplicial band depth for multivariate functional data. Zbl 1414.62066
López-Pintado, Sara; Sun, Ying; Lin, Juan K.; Genton, Marc G.
18
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.
7
2014
Mixtures of skewed Kalman filters. Zbl 1278.62154
Kim, Hyoung-Moon; Ryu, Duchwan; Mallick, Bani K.; Genton, Marc G.
3
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
Shannon entropy and mutual information for multivariate skew-elliptical distributions. Zbl 1259.62002
Arellano-Valle, Reinaldo B.; Contreras-Reyes, Javier E.; Genton, Marc G.
18
2013
Nonparametric identification of copula structures. Zbl 06195969
Li, Bo; Genton, Marc G.
11
2013
Objective Bayesian analysis of skew-\(t\) distributions. Zbl 1259.62008
Branco, Marcia D’Elia; Genton, Marc G.; Liseo, Brunero
10
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.
5
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.
2
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
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
32
2012
A Heckman selection-\(t\) model. Zbl 1328.62429
Marchenko, Yulia V.; Genton, Marc G.
28
2012
Identifiability problems in some non-Gaussian spatial random fields. Zbl 1449.62203
Genton, Marc G.; Zhang, Hao
12
2012
A test for stationarity of spatio-temporal random fields on planar and spherical domains. Zbl 1253.62070
Jun, Mikyoung; Genton, Marc G.
10
2012
Short-term wind speed forecasting for power system operations. Zbl 1422.62339
Zhu, Xinxin; Genton, Marc G.
6
2012
On the robustness of two-stage estimators. Zbl 1243.62046
Zhelonkin, Mikhail; Genton, Marc G.; Ronchetti, Elvezio
4
2012
Functional median polish. Zbl 1302.62281
Sun, Ying; Genton, Marc G.
3
2012
Generalized linear latent variable models with flexible distribution of latent variables. Zbl 1253.62051
Irincheeva, Irina; Cantoni, Eva; Genton, Marc G.
3
2012
Variogram estimation in the presence of trend. Zbl 1383.62165
Bliznyuk, Nikolay; Carroll, Raymond J.; Genton, Marc G.; Wang, Yuedong
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 likelihood function of Gaussian max-stable processes. Zbl 1215.62089
Genton, Marc G.; Ma, Yanyuan; Sang, Huiyan
32
2011
Characteristic functions of scale mixtures of multivariate skew-normal distributions. Zbl 1221.60020
Kim, Hyoung-Moon; Genton, Marc G.
21
2011
Asymptotic properties of sample quantiles of discrete distributions. Zbl 1432.62035
Ma, Yanyuan; Genton, Marc G.; Parzen, Emanuel
17
2011
Aggregation-cokriging for highly multivariate spatial data. Zbl 1230.62127
Furrer, Reinhard; Genton, Marc G.
9
2011
Cross-covariance functions for multivariate random fields based on latent dimensions. Zbl 1183.62164
Apanasovich, Tatiyana V.; Genton, Marc G.
45
2010
Multivariate extended skew-\(t\) distributions and related families. Zbl 1301.62016
Arellano-Valle, Reinaldo B.; Genton, Marc G.
39
2010
Multivariate unified skew-elliptical distributions. Zbl 1213.62087
Arellano-Valle, Reinaldo B.; Genton, Marc G.
36
2010
Powering up with space-time wind forecasting. Zbl 1397.62484
Hering, Amanda S.; Genton, Marc G.
23
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.
12
2010
Invariance-based estimating equations for skew-symmetric distributions. Zbl 1301.62032
Azzalini, Adelchi; Genton, Marc G.; Scarpa, Bruno
9
2010
Perturbation of numerical confidential data via skew-\(t\) distributions. Zbl 1232.65009
Lee, Seokho; Genton, Marc G.; Arellano-Valle, Reinaldo B.
9
2010
Explicit estimating equations for semiparametric generalized linear latent variable models. Zbl 1411.62219
Ma, Yanyuan; Genton, Marc G.
2
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.
91
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.
25
2008
Testing the covariance structure of multivariate random fields. Zbl 1437.62528
Li, Bo; Genton, Marc G.; Sherman, Michael
24
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.
4
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
53
2007
...and 46 more Documents
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Cited by 2,108 Authors

100 Genton, Marc G.
50 Arellano-Valle, Reinaldo Boris
46 Jamalizadeh, Ahad
44 Lachos Dávila, Víctor Hugo
33 Balakrishnan, Narayanaswamy
32 Porcu, Emilio
30 Kim, Hea-Jung
25 Lin, Tsung I.
24 Bolfarine, Heleno
21 Gómez, Héctor Wladimir
19 Gupta, Arjun Kumar
18 Azzalini, Adelchi
16 McLachlan, Geoffrey John
15 Huser, Raphaël
15 Loperfido, Nicola M. R.
14 Kim, Hyoung-Moon
14 Lee, Sharon X.
13 Nadarajah, Saralees
11 Amiri, Mehdi
11 Arslan, Olcay
11 Cabral, Celso Rômulo Barbosa
11 Sun, Ying
11 Wang, Wan-Lun
10 Bevilacqua, Moreno
10 Castruccio, Stefano
10 Emery, Xavier
10 Loschi, Rosangela Helena
10 Ma, Yanyuan
10 Mateu, Jorge
10 Reisen, Valdério Anselmo
10 Wang, Tonghui
9 Alegria, Alfredo
9 Castro, Luis Mauricio
9 Contreras-Reyes, Javier E.
9 Keyes, David Elliot
9 Ley, Christophe
9 Padoan, Simone A.
8 Ferreira, Clécio S.
8 Furrer, Reinhard
8 Krupskii, Pavel
8 Lévy-Leduc, Céline
8 Matos, Larissa A.
8 Naveau, Philippe
8 Richter, Wolf-Dieter
8 Roozegar, Roohollah
8 Wadsworth, Jennifer L.
8 Zhang, Jinting
7 Beranger, Boris
7 De Iaco, Sandra
7 Kazemi, Iraj
7 Khaledi, Majid Jafari
7 Maleki, Mohsen
7 McNicholas, Paul D.
7 Menegatto, Valdir Antonio
7 Scarpa, Bruno
7 Schlather, Martin
7 Shushi, Tomer
7 Sisson, Scott A.
7 Tian, Weizhong
7 Zeller, Camila Borelli
6 Arnold, Barry Charles
6 Baghfalaki, Taban
6 Čížek, Pavel
6 Dey, Dipak Kumar
6 Ganjali, Mojtaba
6 Jones, Michael Chris
6 Jun, Mikyoung
6 Li, Bo
6 Posa, Donato
6 Reyes, Jimmy
6 Segers, Johan
6 Stein, Michael L.
6 Taqqu, Murad S.
5 Abanto-Valle, Carlos Antonio
5 Allard, Denis
5 Banerjee, Sudipto
5 Browne, Ryan P.
5 Cao, Jian
5 Choi, Taeryon
5 Dai, Wenlin
5 Filipiak, Katarzyna
5 Genç, Ali İ.
5 Giannakis, Dimitrios
5 Gneiting, Tilmann
5 Huang, Wen-Jang
5 Huang, Yangxin
5 Joe, Harry
5 Kleiber, William
5 Klein, Daniel J.
5 Liseo, Brunero
5 Ning, Wei
5 Ogundimu, Emmanuel O.
5 Quintana, Fernando Andrés
5 Rubio, Francisco Javier
5 Towhidi, Mina
5 Turkiyyah, George M.
5 Xiao, Yimin
5 Yin, Chuancun
5 Yousefzadeh, Fatemeh
4 Adcock, C. J.
...and 2,008 more Authors
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Cited in 193 Serials

129 Journal of Multivariate Analysis
87 Communications in Statistics. Theory and Methods
84 Computational Statistics and Data Analysis
70 Statistics & Probability Letters
51 Journal of Statistical Planning and Inference
43 Journal of Applied Statistics
42 Test
37 Journal of the American Statistical Association
34 Communications in Statistics. Simulation and Computation
34 Journal of Statistical Computation and Simulation
33 The Annals of Applied Statistics
32 Statistics
31 Statistical Papers
27 Computational Statistics
26 Statistical Methods and Applications
25 Journal of Agricultural, Biological, and Environmental Statistics
23 Extremes
20 Journal of Computational and Graphical Statistics
20 Statistics and Computing
19 Brazilian Journal of Probability and Statistics
18 Biometrics
17 Scandinavian Journal of Statistics
16 Bernoulli
15 Journal of Econometrics
15 Journal of Time Series Analysis
15 Statistical Science
15 Journal of the Korean Statistical Society
14 Electronic Journal of Statistics
13 Advances in Data Analysis and Classification. ADAC
12 The Annals of Statistics
12 Journal of Statistical Theory and Practice
12 Chilean Journal of Statistics
11 International Statistical Review
11 European Journal of Operational Research
11 Mathematical Geosciences
10 Annals of the Institute of Statistical Mathematics
10 Metron
9 Journal of Nonparametric Statistics
8 Journal of Computational and Applied Mathematics
8 Statistical Methodology
7 Statistica
7 Statistica Sinica
7 Journal of the Royal Statistical Society. Series B. Statistical Methodology
7 Statistical Modelling
7 AStA. Advances in Statistical Analysis
6 Journal of Computational Physics
6 Sankhyā. Series A
5 Biometrical Journal
5 Journal of Applied Probability
5 Mathematics and Computers in Simulation
5 Statistica Neerlandica
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5 Machine Learning
5 Stochastic Processes and their Applications
5 Random Operators and Stochastic Equations
5 Dependence Modeling
5 Japanese Journal of Statistics and Data Science
4 Metrika
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4 Theory of Probability and Mathematical Statistics
4 Methodology and Computing in Applied Probability
4 Econometric Theory
4 Journal of Machine Learning Research (JMLR)
4 Sankhyā. Series B
3 The Canadian Journal of Statistics
3 Inverse Problems
3 Journal of Mathematical Analysis and Applications
3 Automatica
3 Journal of Classification
3 Physica D
3 International Journal of Approximate Reasoning
3 Linear Algebra and its Applications
3 SIAM Journal on Scientific Computing
3 Applied and Computational Harmonic Analysis
3 Journal of Mathematical Sciences (New York)
3 Computational and Applied Mathematics
3 Stochastic Environmental Research and Risk Assessment
3 Quantitative Finance
3 Stochastic Models
3 Statistical Analysis and Data Mining
3 SIAM/ASA Journal on Uncertainty Quantification
3 Journal of Statistical Distributions and Applications
3 SIAM Journal on Mathematics of Data Science
3 Environmetrics
2 Journal of Statistical Physics
2 Lithuanian Mathematical Journal
2 Physica A
2 Theory of Probability and its Applications
2 Applied Mathematics and Computation
2 Stochastic Analysis and Applications
2 Revista Colombiana de Estadística
2 Econometric Reviews
2 Annals of Operations Research
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2 Advances in Computational Mathematics
2 Electronic Journal of Probability
2 The Journal of Fourier Analysis and Applications
2 Mathematical Problems in Engineering
2 Positivity
...and 93 more Serials
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Cited in 38 Fields

1,334 Statistics (62-XX)
341 Probability theory and stochastic processes (60-XX)
130 Numerical analysis (65-XX)
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