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Genton, Marc G.

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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
Documents Indexed: 149 Publications since 1995, including 1 Book
all top 5

Co-Authors

11 single-authored
14 Arellano-Valle, Reinaldo Boris
10 Ma, Yanyuan
7 Castruccio, Stefano
6 Sun, Ying
5 Huser, Raphaël
5 Jeong, Jaehong
5 Keyes, David Elliot
5 Krupskii, Pavel
4 Azzalini, Adelchi
4 Cao, Jian
4 Dai, Wenlin
4 Li, Bo
4 Ronchetti, Elvezio M.
4 Tong, Tiejun
4 Turkiyyah, George M.
4 Zhu, Xinxin
3 Branco, Márcia D’Elia
3 Dutta, Subhajit
3 Gneiting, Tilmann
3 Jun, Mikyoung
3 Kim, Hyoung-Moon
3 Kleiber, William
3 Sang, Huiyan
3 Yuan, Yuan
2 Apanasovich, Tatiyana V.
2 Bowman, Kenneth P.
2 Boyer, Joseph
2 Cantoni, Eva
2 Crippa, Paola
2 de Luna, Xavier
2 El Ghouch, Anouar
2 Ghosh, Sujit Kumar
2 Gorsich, David J.
2 Gu, Yingzhong
2 Irincheeva, Irina
2 Loperfido, Nicola M. R.
2 Mallick, Bani K.
2 Martínez-Hernández, Israel
2 Park, Jung Wook
2 Parzen, Emanuel
2 Perrin, Olivier
2 Stefanski, Leonard A.
2 Vettori, Sabrina
2 Wang, Jiuzhou
2 Wang, Yuedong
2 Xie, Le
2 Xu, Ganggang
2 Zhelonkin, Mikhail
1 Aldrich, Eric M.
1 Bachoc, François
1 Bevilacqua, Moreno
1 Bliznyuk, Nikolay
1 Boos, Dennis D.
1 Bouezmarni, Taoufik
1 Browne, Ryan P.
1 Carroll, Raymond James
1 Chakraborty, Avishek
1 Chang, Sheng-Mao
1 Chen, Wanfang
1 Contreras-Reyes, Javier E.
1 Das, Soumya
1 Davison, Anthony C.
1 De Luca, Giovanni
1 De, Swarup
1 Dong, Kai
1 Ehm, Werner
1 Fang, Fuhui
1 Ferreira, Clécio S.
1 Furrer, Reinhard
1 Ghosh, Sugata
1 Gómez, Héctor W.
1 González-Farías, Graciela M.
1 Gumpertz, Marcia L.
1 Guttorp, Peter
1 He, Li
1 Hering, Amanda S.
1 Hu, Zongliang
1 Huang, Jingfang
1 Joe, Harry
1 Kim, Mijeong
1 Koul, Hira Lal
1 Larson, Kristin
1 Lee, Myoungji
1 Lee, Seokho
1 Lenzi, Amanda
1 Li, Yehua
1 Liang, Faming
1 Lin, Juan K.
1 Liseo, Brunero
1 Litvinenko, Alexander
1 Liu, Xiangwei
1 López-Pintado, Sara
1 Loschi, Rosangela Helena
1 Lucas, André
1 Maadooliat, Mehdi
1 Marchenko, Yulia V.
1 McNicholas, Paul D.
1 Mitchell, Matthew W.
1 Mrkvička, Tomáš
1 Naveau, Philippe
...and 22 more Co-Authors

Publications by Year

Citations contained in zbMATH Open

123 Publications have been cited 1,814 times in 1,071 Documents Cited by Year
Skew-elliptical distributions and their applications: a journey beyond normality. Zbl 1069.62045
Genton, Marc G. (ed.)
183
2004
On fundamental skew distributions. Zbl 1073.62049
Arellano-Valle, Reinaldo B.; Genton, Marc G.
120
2005
A unified view on skewed distributions arising from selections. Zbl 1121.60009
Arellano-Valle, Reinaldo B.; Branco, Márcia D.; Genton, Marc G.
105
2006
Robust likelihood methods based on the skew-\(t\) and related distributions. Zbl 1206.62102
Azzalini, Adelchi; Genton, Marc G.
76
2008
The multivariate skew-slash distribution. Zbl 1081.60013
Wang, Jing; Genton, Marc G.
74
2006
Flexible class of skew-symmetric distributions. Zbl 1063.62079
Ma, Yanyuan; Genton, Mark G.
67
2004
Moments of skew-normal random vectors and their quadratic forms. Zbl 0972.62031
Genton, Marc G.; He, Li; Liu, Xiangwei
62
2001
Generalized skew-elliptical distributions and their quadratic forms. Zbl 1083.62043
Genton, Marc G.; Loperfido, Nicola M. R.
58
2005
A skew-symmetric representation of multivariate distributions. Zbl 1060.62059
Wang, Jiuzhou; Boyer, Joseph; Genton, Marc G.
40
2004
Geostatistical space-time models, stationarity, separability, and full symmetry. Zbl 1282.86019
Gneiting, Tilmann; Genton, Marc G.; Guttorp, Peter
36
2007
On the exact distribution of the maximum of absolutely continuous dependent random variables. Zbl 1134.60033
Arellano-Valle, Reinaldo B.; Genton, Marc G.
35
2008
Cross-covariance functions for multivariate geostatistics. Zbl 1332.86010
Genton, Marc G.; Kleiber, William
33
2015
Classes of kernels for machine learning: A statistics perspective. Zbl 1037.68113
Genton, Marc G.
32
2002
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
Cross-covariance functions for multivariate random fields based on latent dimensions. Zbl 1183.62164
Apanasovich, Tatiyana V.; Genton, Marc G.
31
2010
On the likelihood function of Gaussian max-stable processes. Zbl 1215.62089
Genton, Marc G.; Ma, Yanyuan; Sang, Huiyan
28
2011
On the exact distribution of linear combinations of order statistics from dependent random variables. Zbl 1139.62028
Arellano-Valle, Reinaldo B.; Genton, Marc G.
28
2007
Highly robust estimation of the autocovariance function. Zbl 0970.62056
Ma, Yanyuan; Genton, Marc G.
27
2000
A likelihood ratio test for separability of covariances. Zbl 1089.62063
Mitchell, Matthew W.; Genton, Marc G.; Gumpertz, Marcia L.
25
2006
Multivariate extended skew-\(t\) distributions and related families. Zbl 1301.62016
Arellano-Valle, Reinaldo B.; Genton, Marc G.
25
2010
Multivariate unified skew-elliptical distributions. Zbl 1213.62087
Arellano-Valle, Reinaldo B.; Genton, Marc G.
23
2010
Powering up with space-time wind forecasting. Zbl 1397.62484
Hering, Amanda S.; Genton, Marc G.
21
2010
Locally efficient semiparametric estimators for generalized skew-elliptical distributions. Zbl 1117.62394
Ma, Yanyuan; Genton, Marc G.; Tsiatis, Anastasios A.
20
2005
Comprehensive definitions of breakdown points for independent and dependent observations. Zbl 1063.62038
Genton, Marc G.; Lucas, André
20
2003
Shape mixtures of multivariate skew-normal distributions. Zbl 1151.62042
Arellano-Valle, Reinaldo B.; Genton, Marc G.; Loschi, Rosangela H.
20
2009
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.
20
2008
A Heckman selection-\(t\) model. Zbl 1328.62429
Marchenko, Yulia V.; Genton, Marc G.
19
2012
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
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
17
2012
Testing the covariance structure of multivariate random fields. Zbl 1437.62528
Li, Bo; Genton, Marc G.; Sherman, Michael
17
2008
A nonparametric assessment of properties of space-time covariance functions. Zbl 1172.62311
Li, Bo; Genton, Marc G.; Sherman, Michael
15
2007
Robust indirect inference. Zbl 1047.62025
Genton, Marc G.; Ronchetti, Elvezio
15
2003
Self-similarity and Lamperti transformation for random fields. Zbl 1125.60046
Genton, Marc G.; Perrin, Olivier; Taqqu, Murad S.
14
2007
Likelihood estimators for multivariate extremes. Zbl 1381.62067
Huser, Raphaël; Davison, Anthony C.; Genton, Marc G.
14
2016
Extreme value distributions for the skew-symmetric family of distributions. Zbl 1124.62034
Chang, Sheng-Mao; Genton, Marc G.
12
2007
Characteristic functions of scale mixtures of multivariate skew-normal distributions. Zbl 1221.60020
Kim, Hyoung-Moon; Genton, Marc G.
12
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.
12
2013
Stationary covariances associated with exponentially convex functions. Zbl 1045.60032
Ehm, Werner; Genton, Marc G.; Gneiting, Tilmann
12
2004
Non-stationary dependence structures for spatial extremes. Zbl 1347.62246
Huser, Raphaël; Genton, Marc G.
12
2016
Asymptotic properties of sample quantiles of discrete distributions. Zbl 1432.62035
Ma, Yanyuan; Genton, Marc G.; Parzen, Emanuel
12
2011
Factor copula models for replicated spatial data. Zbl 1398.62256
Krupskii, Pavel; Huser, Raphaël; Genton, Marc G.
11
2018
Spherical process models for global spatial statistics. Zbl 1381.62091
Jeong, Jaehong; Jun, Mikyoung; Genton, Marc G.
11
2017
On a time deformation reducing nonstationary stochastic processes to local stationarity. Zbl 1049.62098
Genton, Marc G.; Perrin, Olivier
10
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.
10
2010
Censored time series analysis with autoregressive moving average models. Zbl 1124.62061
Park, Jung Wook; Genton, Marc G.; Ghosh, Sujit K.
9
2007
Nonparametric identification of copula structures. Zbl 06195969
Li, Bo; Genton, Marc G.
9
2013
On Gauss’s characterization of the normal distribution. Zbl 1111.62012
Azzalini, Adelchi; Genton, Marc G.
9
2007
Nonparametric variogram and covariogram estimation with Fourier-Bessel matrices. Zbl 1011.62032
Genton, Marc G.; Gorsich, David J.
9
2002
A skewed Kalman filter. Zbl 1066.62091
Naveau, Philippe; Genton, Marc G.; Shen, Xilin
9
2005
Principles for statistical inference on big spatio-temporal data from climate models. Zbl 1463.62340
Castruccio, Stefano; Genton, Marc G.
9
2018
A multivariate skew-GARCH model. Zbl 1190.91167
de Luca, Giovanni; Genton, Marc G.; Loperfido, Nicola
8
2006
Eigenstructures of spatial design matrices. Zbl 1003.62084
Gorsich, David J.; Genton, Marc G.; Strang, Gilbert
8
2002
Space-time wind speed forecasting for improved power system dispatch. Zbl 1297.62160
Zhu, Xinxin; Genton, Marc G.; Gu, Yingzhong; Xie, Le
8
2014
Aggregation-cokriging for highly multivariate spatial data. Zbl 1230.62127
Furrer, Reinhard; Genton, Marc G.
7
2011
Objective Bayesian analysis of skew-\(t\) distributions. Zbl 1259.62008
Branco, Marcia D’Elia; Genton, Marc G.; Liseo, Brunero
7
2013
Spatial breakdown point of variogram estimators. Zbl 0970.86009
Genton, Marc G.
7
1998
Highly robust estimation of dispersion matrices. Zbl 1013.62065
Ma, Yanyuan; Genton, Marc G.
7
2001
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
Scale and shape mixtures of multivariate skew-normal distributions. Zbl 06869753
Arellano-Valle, Reinaldo B.; Ferreira, Clécio S.; Genton, Marc G.
7
2018
Reducing storage of global wind ensembles with stochastic generators. Zbl 1393.62123
Jeong, Jaehong; Castruccio, Stefano; Crippa, Paola; Genton, Marc G.
7
2018
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.
7
2016
Multivariate max-stable spatial processes. Zbl 1345.62051
Genton, Marc G.; Padoan, Simone A.; Sang, Huiyan
7
2015
A multivariate two-sample mean test for small sample size and missing data. Zbl 1111.62052
Wu, Yujun; Genton, Marc G.; Stefanski, Leonard A.
6
2006
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
On the asymptotic joint distribution of sample space-time covariance estimators. Zbl 1155.62010
Li, Bo; Genton, Marc G.; Sherman, Michael
5
2008
Local polynomial quantile regression with parametric features. Zbl 1205.62042
El Ghouch, Anouar; Genton, Marc G.
5
2009
Perturbation of numerical confidential data via skew-\(t\) distributions. Zbl 1232.65009
Lee, Seokho; Genton, Marc G.; Arellano-Valle, Reinaldo B.
5
2010
Characteristic function-based semiparametric inference for skew-symmetric models. Zbl 1364.62080
Potgieter, Cornelis J.; Genton, Marc G.
5
2013
Predictive spatio-temporal models for spatially sparse environmental data. Zbl 1070.62080
de Luna, Xavier; Genton, Marc G.
5
2005
Simplicial band depth for multivariate functional data. Zbl 1414.62066
López-Pintado, Sara; Sun, Ying; Lin, Juan K.; Genton, Marc G.
5
2014
Directional outlyingness for multivariate functional data. Zbl 1471.62049
Dai, Wenlin; Genton, Marc G.
5
2019
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.
5
2018
Invariance-based estimating equations for skew-symmetric distributions. Zbl 1301.62032
Azzalini, Adelchi; Genton, Marc G.; Scarpa, Bruno
5
2010
Identifiability problems in some non-Gaussian spatial random fields. Zbl 1449.62203
Genton, Marc G.; Zhang, Hao
5
2012
Skewed factor models using selection mechanisms. Zbl 1331.62296
Kim, Hyoung-Moon; Maadooliat, Mehdi; Arellano-Valle, Reinaldo B.; Genton, Marc G.
5
2016
A test for stationarity of spatio-temporal random fields on planar and spherical domains. Zbl 1253.62070
Jun, Mikyoung; Genton, Marc G.
4
2012
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
Efficient maximum approximated likelihood inference for Tukey’s \(g\)-and-\(h\) distribution. Zbl 1468.62215
Xu, Ganggang; Genton, Marc G.
4
2015
Spatially varying cross-correlation coefficients in the presence of nugget effects. Zbl 1284.62591
Kleiber, William; Genton, Marc G.
4
2013
Bayesian modeling of air pollution extremes using nested multivariate max-stable processes. Zbl 1436.62678
Vettori, Sabrina; Huser, Raphaël; Genton, Marc G.
4
2019
Single-index additive vector autoregressive time series models. Zbl 1198.62102
Li, Yehua; Genton, Mark G.
3
2009
Asymptotic variance of \(M\)-estimators for dependent Gaussian random variables. Zbl 0908.62020
Genton, Marc G.
3
1998
The change-of-variance function of \(M\)-estimators of scale under general contamination. Zbl 0851.62023
Genton, Marc G.; Rousseeuw, Peter J.
3
1995
Robustness properties of dispersion estimators. Zbl 0940.62028
Genton, Marc G.; Ma, Yanyuan
3
1999
Minimum distance inference in unilateral autoregressive lattice processes. Zbl 1135.62068
Genton, Marc G.; Koul, Hira L.
3
2008
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.
3
2019
Robust inference in sample selection models. Zbl 1414.62063
Zhelonkin, Mikhail; Genton, Marc G.; Ronchetti, Elvezio
3
2016
Short-term wind speed forecasting for power system operations. Zbl 1422.62339
Zhu, Xinxin; Genton, Marc G.
3
2012
Testing self-similarity through Lamperti transformations. Zbl 1347.62248
Lee, Myoungji; Genton, Marc G.; Jun, Mikyoung
3
2016
Optimal estimation of derivatives in nonparametric regression. Zbl 1392.62110
Dai, Wenlin; Tong, Tiejun; Genton, Marc G.
3
2016
A non-Gaussian multivariate distribution with all lower-dimensional Gaussians and related families. Zbl 1360.62251
Dutta, Subhajit; Genton, Marc G.
3
2014
A Bayesian spatio-temporal geostatistical model with an auxiliary lattice for large datasets. Zbl 06497334
Xu, Ganggang; Liang, Faming; Genton, Marc G.
3
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.
3
2019
Generalized linear latent variable models with flexible distribution of latent variables. Zbl 1253.62051
Irincheeva, Irina; Cantoni, Eva; Genton, Marc G.
2
2012
Robust simulation-based estimation. Zbl 1122.62308
Genton, Marc G.; de Luna, Xavier
2
2000
Robustness problems in the analysis of spatial data. Zbl 1021.62079
Genton, Marc G.
2
2001
Robust prediction of beta. Zbl 1142.91582
Genton, Marc G.; Ronchetti, Elvezio
2
2008
Extreme-value limit of the convolution of exponential and multivariate normal distributions: link to the Hüsler-Reiß distribution. Zbl 06820695
Krupskii, Pavel; Joe, Harry; Lee, David; Genton, Marc G.
2
2018
Functional outlier detection and taxonomy by sequential transformations. Zbl 07212316
Dai, Wenlin; Mrkvička, Tomáš; Sun, Ying; Genton, Marc G.
1
2020
Recent developments in complex and spatially correlated functional data. Zbl 07232926
Martínez-Hernández, Israel; Genton, Marc G.
1
2020
Spatial blind source separation. Zbl 1451.62052
Bachoc, François; Genton, Marc G.; Nordhausen, Klaus; Ruiz-Gazen, Anne; Virta, Joni
1
2020
Directional outlyingness for multivariate functional data. Zbl 1471.62049
Dai, Wenlin; Genton, Marc G.
5
2019
Bayesian modeling of air pollution extremes using nested multivariate max-stable processes. Zbl 1436.62678
Vettori, Sabrina; Huser, Raphaël; Genton, Marc G.
4
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.
3
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.
3
2019
Likelihood approximation with hierarchical matrices for large spatial datasets. Zbl 07058810
Litvinenko, Alexander; Sun, Ying; Genton, Marc G.; Keyes, David E.
2
2019
Robust depth-based estimation of the functional autoregressive model. Zbl 1471.62133
Martínez-Hernández, Israel; Genton, Marc G.; González-Farías, Graciela
2
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.
2
2019
A copula model for non-Gaussian multivariate spatial data. Zbl 1418.62366
Krupskii, Pavel; Genton, Marc G.
1
2019
Factor copula models for replicated spatial data. Zbl 1398.62256
Krupskii, Pavel; Huser, Raphaël; Genton, Marc G.
11
2018
Principles for statistical inference on big spatio-temporal data from climate models. Zbl 1463.62340
Castruccio, Stefano; Genton, Marc G.
9
2018
Scale and shape mixtures of multivariate skew-normal distributions. Zbl 06869753
Arellano-Valle, Reinaldo B.; Ferreira, Clécio S.; Genton, Marc G.
7
2018
Reducing storage of global wind ensembles with stochastic generators. Zbl 1393.62123
Jeong, Jaehong; Castruccio, Stefano; Crippa, Paola; Genton, Marc G.
7
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.
5
2018
Extreme-value limit of the convolution of exponential and multivariate normal distributions: link to the Hüsler-Reiß distribution. Zbl 06820695
Krupskii, Pavel; Joe, Harry; Lee, David; Genton, Marc G.
2
2018
A comparison of dependence function estimators in multivariate extremes. Zbl 1384.62163
Vettori, Sabrina; Huser, Raphaël; Genton, Marc G.
2
2018
An outlyingness matrix for multivariate functional data classification. Zbl 1406.62068
Dai, Wenlin; Genton, Marc G.
1
2018
Linear factor copula models and their properties. Zbl 1408.62099
Krupskii, Pavel; Genton, Marc G.
1
2018
Spherical process models for global spatial statistics. Zbl 1381.62091
Jeong, Jaehong; Jun, Mikyoung; Genton, Marc G.
11
2017
Depth-weighted robust multivariate regression with application to sparse data. Zbl 07192916
Dutta, Subhajit; Genton, Marc G.
1
2017
Likelihood estimators for multivariate extremes. Zbl 1381.62067
Huser, Raphaël; Davison, Anthony C.; Genton, Marc G.
14
2016
Non-stationary dependence structures for spatial extremes. Zbl 1347.62246
Huser, Raphaël; Genton, Marc G.
12
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.
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.
5
2016
Robust inference in sample selection models. Zbl 1414.62063
Zhelonkin, Mikhail; Genton, Marc G.; Ronchetti, Elvezio
3
2016
Testing self-similarity through Lamperti transformations. Zbl 1347.62248
Lee, Myoungji; Genton, Marc G.; Jun, Mikyoung
3
2016
Optimal estimation of derivatives in nonparametric regression. Zbl 1392.62110
Dai, Wenlin; Tong, Tiejun; Genton, Marc G.
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
33
2015
Multivariate max-stable spatial processes. Zbl 1345.62051
Genton, Marc G.; Padoan, Simone A.; Sang, Huiyan
7
2015
Efficient maximum approximated likelihood inference for Tukey’s \(g\)-and-\(h\) distribution. Zbl 1468.62215
Xu, Ganggang; Genton, Marc G.
4
2015
A Bayesian spatio-temporal geostatistical model with an auxiliary lattice for large datasets. Zbl 06497334
Xu, Ganggang; Liang, Faming; Genton, Marc G.
3
2015
Space-time wind speed forecasting for improved power system dispatch. Zbl 1297.62160
Zhu, Xinxin; Genton, Marc G.; Gu, Yingzhong; Xie, Le
8
2014
Simplicial band depth for multivariate functional data. Zbl 1414.62066
López-Pintado, Sara; Sun, Ying; Lin, Juan K.; Genton, Marc G.
5
2014
A non-Gaussian multivariate distribution with all lower-dimensional Gaussians and related families. Zbl 1360.62251
Dutta, Subhajit; 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
Mixtures of skewed Kalman filters. Zbl 1278.62154
Kim, Hyoung-Moon; Ryu, Duchwan; Mallick, Bani K.; Genton, Marc G.
1
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.
12
2013
Nonparametric identification of copula structures. Zbl 06195969
Li, Bo; Genton, Marc G.
9
2013
Objective Bayesian analysis of skew-\(t\) distributions. Zbl 1259.62008
Branco, Marcia D’Elia; Genton, Marc G.; Liseo, Brunero
7
2013
Characteristic function-based semiparametric inference for skew-symmetric models. Zbl 1364.62080
Potgieter, Cornelis J.; Genton, Marc G.
5
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
A Heckman selection-\(t\) model. Zbl 1328.62429
Marchenko, Yulia V.; Genton, Marc G.
19
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
17
2012
Identifiability problems in some non-Gaussian spatial random fields. Zbl 1449.62203
Genton, Marc G.; Zhang, Hao
5
2012
A test for stationarity of spatio-temporal random fields on planar and spherical domains. Zbl 1253.62070
Jun, Mikyoung; Genton, Marc G.
4
2012
Short-term wind speed forecasting for power system operations. Zbl 1422.62339
Zhu, Xinxin; 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.
2
2012
Variogram estimation in the presence of trend. Zbl 1383.62165
Bliznyuk, Nikolay; Carroll, Raymond J.; Genton, Marc G.; Wang, Yuedong
2
2012
Functional median polish. Zbl 1302.62281
Sun, Ying; Genton, Marc G.
2
2012
On the robustness of two-stage estimators. Zbl 1243.62046
Zhelonkin, Mikhail; Genton, Marc G.; Ronchetti, Elvezio
1
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
28
2011
Characteristic functions of scale mixtures of multivariate skew-normal distributions. Zbl 1221.60020
Kim, Hyoung-Moon; Genton, Marc G.
12
2011
Asymptotic properties of sample quantiles of discrete distributions. Zbl 1432.62035
Ma, Yanyuan; Genton, Marc G.; Parzen, Emanuel
12
2011
Aggregation-cokriging for highly multivariate spatial data. Zbl 1230.62127
Furrer, Reinhard; Genton, Marc G.
7
2011
Cross-covariance functions for multivariate random fields based on latent dimensions. Zbl 1183.62164
Apanasovich, Tatiyana V.; Genton, Marc G.
31
2010
Multivariate extended skew-\(t\) distributions and related families. Zbl 1301.62016
Arellano-Valle, Reinaldo B.; Genton, Marc G.
25
2010
Multivariate unified skew-elliptical distributions. Zbl 1213.62087
Arellano-Valle, Reinaldo B.; Genton, Marc G.
23
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.
10
2010
Perturbation of numerical confidential data via skew-\(t\) distributions. Zbl 1232.65009
Lee, Seokho; Genton, Marc G.; Arellano-Valle, Reinaldo B.
5
2010
Invariance-based estimating equations for skew-symmetric distributions. Zbl 1301.62032
Azzalini, Adelchi; Genton, Marc G.; Scarpa, Bruno
5
2010
Shape mixtures of multivariate skew-normal distributions. Zbl 1151.62042
Arellano-Valle, Reinaldo B.; Genton, Marc G.; Loschi, Rosangela H.
20
2009
Local polynomial quantile regression with parametric features. Zbl 1205.62042
El Ghouch, Anouar; Genton, Marc G.
5
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.
76
2008
On the exact distribution of the maximum of absolutely continuous dependent random variables. Zbl 1134.60033
Arellano-Valle, Reinaldo B.; Genton, Marc G.
35
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.
20
2008
Testing the covariance structure of multivariate random fields. Zbl 1437.62528
Li, Bo; Genton, Marc G.; Sherman, Michael
17
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
36
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.
28
2007
A nonparametric assessment of properties of space-time covariance functions. Zbl 1172.62311
Li, Bo; Genton, Marc G.; Sherman, Michael
15
2007
Self-similarity and Lamperti transformation for random fields. Zbl 1125.60046
Genton, Marc G.; Perrin, Olivier; Taqqu, Murad S.
14
2007
Extreme value distributions for the skew-symmetric family of distributions. Zbl 1124.62034
Chang, Sheng-Mao; Genton, Marc G.
12
2007
Censored time series analysis with autoregressive moving average models. Zbl 1124.62061
Park, Jung Wook; Genton, Marc G.; Ghosh, Sujit K.
9
2007
On Gauss’s characterization of the normal distribution. Zbl 1111.62012
Azzalini, Adelchi; Genton, Marc G.
9
2007
A unified view on skewed distributions arising from selections. Zbl 1121.60009
Arellano-Valle, Reinaldo B.; Branco, Márcia D.; Genton, Marc G.
105
2006
The multivariate skew-slash distribution. Zbl 1081.60013
Wang, Jing; Genton, Marc G.
74
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.
25
2006
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.
6
2006
Discussion of “Sur une limitation très générale de la dispersion de la médiane” by M. Fréchet. Zbl 1409.60008
Genton, Marc G.; Ma, Yanyuan; Parzen, Emanuel
1
2006
On fundamental skew distributions. Zbl 1073.62049
Arellano-Valle, Reinaldo B.; Genton, Marc G.
120
2005
Generalized skew-elliptical distributions and their quadratic forms. Zbl 1083.62043
Genton, Marc G.; Loperfido, Nicola M. R.
58
2005
Locally efficient semiparametric estimators for generalized skew-elliptical distributions. Zbl 1117.62394
Ma, Yanyuan; Genton, Marc G.; Tsiatis, Anastasios A.
20
2005
A skewed Kalman filter. Zbl 1066.62091
Naveau, Philippe; Genton, Marc G.; Shen, Xilin
9
2005
Predictive spatio-temporal models for spatially sparse environmental data. Zbl 1070.62080
de Luna, Xavier; Genton, Marc G.
5
2005
Skew-elliptical distributions and their applications: a journey beyond normality. Zbl 1069.62045
Genton, Marc G.
183
2004
Flexible class of skew-symmetric distributions. Zbl 1063.62079
Ma, Yanyuan; Genton, Mark G.
67
2004
...and 23 more Documents
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Cited by 1,521 Authors

73 Genton, Marc G.
42 Arellano-Valle, Reinaldo Boris
38 Jamalizadeh, Ahad
38 Lachos Dávila, Víctor Hugo
30 Kim, Hea-Jung
26 Balakrishnan, Narayanaswamy
22 Bolfarine, Heleno
22 Porcu, Emilio
20 Lin, Tsung I.
16 Gómez, Héctor W.
15 Gupta, Arjun Kumar
14 Loperfido, Nicola M. R.
13 Azzalini, Adelchi
13 Kim, Hyoung-Moon
12 Lee, Sharon X.
12 McLachlan, Geoffrey John
10 Cabral, Celso Rômulo Barbosa
9 Arslan, Olcay
9 Ley, Christophe
9 Loschi, Rosangela Helena
9 Ma, Yanyuan
9 Mateu, Jorge
9 Padoan, Simone A.
8 Huser, Raphaël
8 Nadarajah, Saralees
8 Reisen, Valdério Anselmo
8 Richter, Wolf-Dieter
7 Alegria, Alfredo
7 Beranger, Boris
7 Čížek, Pavel
7 Lévy-Leduc, Céline
7 McNicholas, Paul D.
7 Naveau, Philippe
7 Sisson, Scott A.
6 Amiri, Mehdi
6 Arnold, Barry Charles
6 Bevilacqua, Moreno
6 Castruccio, Stefano
6 Contreras-Reyes, Javier E.
6 Fang, Biqi
6 Ganjali, Mojtaba
6 Jones, Michael Chris
6 Jun, Mikyoung
6 Krupskii, Pavel
6 Maleki, Mohsen
6 Scarpa, Bruno
6 Taqqu, Murad S.
6 Wang, Tonghui
6 Wang, Wan-Lun
5 Baghfalaki, Taban
5 Browne, Ryan P.
5 Castro, Luis Mauricio
5 Choi, Taeryon
5 De Iaco, Sandra
5 Dey, Dipak Kumar
5 Ferreira, Clécio S.
5 Filipiak, Katarzyna
5 Furrer, Reinhard
5 Genç, Ali İ.
5 Gneiting, Tilmann
5 González-Farías, Graciela M.
5 Kazemi, Iraj
5 Keyes, David Elliot
5 Klein, Daniel J.
5 Li, Bo
5 Liseo, Brunero
5 Menegatto, Valdir Antonio
5 Posa, Donato
5 Quintana, Fernando Andrés
5 Roozegar, Roohollah
5 Rubio, Francisco Javier
5 Shushi, Tomer
5 Sun, Ying
5 Towhidi, Mina
5 Wadsworth, Jennifer L.
5 Zeller, Camila Borelli
4 Abanto-Valle, Carlos Antonio
4 Adcock, C. J.
4 Aoki, Reiko
4 Branco, Márcia D’Elia
4 Cancho, Vicente Garibay
4 Cao, Jian
4 Dai, Wenlin
4 Emery, Xavier
4 Fried, Roland
4 Ghosh, Pulak
4 Giannakis, Dimitrios
4 Huang, Wen-Jang
4 Huang, Yangxin
4 Hutton, Jane L.
4 Jeong, Jaehong
4 Joe, Harry
4 Khaledi, Majid Jafari
4 Kleiber, William
4 Mahmoodian, Hamed
4 Mallick, Bani K.
4 Marra, Giampiero
4 Meintanis, Simos G.
4 Montenegro, Lourdes Coral C.
4 Murray, Paula M.
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Cited in 161 Serials

98 Journal of Multivariate Analysis
70 Computational Statistics and Data Analysis
66 Statistics & Probability Letters
53 Communications in Statistics. Theory and Methods
49 Journal of Statistical Planning and Inference
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27 Journal of Applied Statistics
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24 Journal of Statistical Computation and Simulation
23 Statistical Papers
22 Computational Statistics
22 The Annals of Applied Statistics
20 Extremes
18 Statistical Methods and Applications
17 Brazilian Journal of Probability and Statistics
16 Scandinavian Journal of Statistics
15 Journal of Agricultural, Biological, and Environmental Statistics
15 Statistics and Computing
13 Journal of Econometrics
13 Statistical Science
13 Journal of the Korean Statistical Society
12 Journal of Time Series Analysis
12 Bernoulli
11 Communications in Statistics. Simulation and Computation
10 The Annals of Statistics
10 European Journal of Operational Research
9 Annals of the Institute of Statistical Mathematics
9 Metron
9 Advances in Data Analysis and Classification. ADAC
9 Mathematical Geosciences
9 Chilean Journal of Statistics
8 Statistical Methodology
8 Electronic Journal of Statistics
7 Journal of Computational and Applied Mathematics
7 Journal of Nonparametric Statistics
7 Journal of the Royal Statistical Society. Series B. Statistical Methodology
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6 AStA. Advances in Statistical Analysis
5 Biometrical Journal
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2 Applied Stochastic Models in Business and Industry
2 Entropy
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2 ISRN Probability and Statistics
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