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1

Space-Time Covariance Structures and Models

Chen, Wanfang, Genton, Marc G., Sun, Ying

Journal:

Annual Review of Statistics and Its Application

Year:

2021

File:

PDF, 552 KB

2021

2

On fundamental skew distributions

Reinaldo B. Arellano-Valle, Marc G. Genton

Journal:

Journal of Multivariate Analysis

Year:

2005

Language:

english

File:

PDF, 324 KB

english, 2005

3

Flexible Class of Skew-Symmetric Distributions

Yanyuan Ma, Marc G. Genton

Journal:

Scandinavian Journal of Statistics

Year:

2004

Language:

english

File:

PDF, 523 KB

english, 2004

4

Scale and shape mixtures of multivariate skew-normal distributions

Arellano-Valle, Reinaldo B., Ferreira, Clécio S., Genton, Marc G.

Journal:

Journal of Multivariate Analysis

Year:

2018

Language:

english

File:

PDF, 721 KB

english, 2018

5

Adjusted functional boxplots for spatio-temporal data visualization and outlier detection

Ying Sun, Marc G. Genton

Journal:

Year:

2012

Language:

english

File:

PDF, 1.42 MB

english, 2012

6

Generalized skew-elliptical distributions and their quadratic forms

Marc G. Genton, Nicola M. R. Loperfido

Journal:

Annals of the Institute of Statistical Mathematics

Year:

2005

Language:

english

File:

PDF, 783 KB

english, 2005

7

Robust Likelihood Methods Based on the Skew-t and Related Distributions

Adelchi Azzalini, Marc G. Genton

Journal:

International Statistical Review

Year:

2008

Language:

english

File:

PDF, 419 KB

english, 2008

8

Mixtures of skewed Kalman filters

Kim, Hyoung-Moon, Ryu, Duchwan, Mallick, Bani K., Genton, Marc G.

Journal:

Journal of Multivariate Analysis

Year:

2014

Language:

english

File:

PDF, 926 KB

english, 2014

9

Robust depth-based estimation of the functional autoregressive model

Martínez-Hernández, Israel, Genton, Marc G., González-Farías, Graciela

Journal:

Computational Statistics & Data Analysis

Year:

2018

Language:

english

File:

PDF, 775 KB

english, 2018

10

A unified view on skewed distributions arising from selections

Reinaldo B. Arellano-Valle, Máaarcia D. Branco, Marc G. Genton

Journal:

Canadian Journal of Statistics

Year:

2006

Language:

english

File:

PDF, 1.41 MB

english, 2006

11

A skewed Kalman filter

Philippe Naveau, Marc G. Genton, Xilin Shen

Journal:

Journal of Multivariate Analysis

Year:

2005

Language:

english

File:

PDF, 325 KB

english, 2005

12

Characteristic functions of scale mixtures of multivariate skew-normal distributions

Hyoung-Moon Kim, Marc G. Genton

Journal:

Journal of Multivariate Analysis

Year:

2011

Language:

english

File:

PDF, 291 KB

english, 2011

13

Blowing in the wind

Marc Genton, Amanda Hering

Journal:

Year:

2007

Language:

english

File:

PDF, 597 KB

english, 2007

14

Objective Bayesian Analysis of Skew-t Distributions

MARCIA D'ELIA BRANCO, MARC G. GENTON, BRUNERO LISEO

Journal:

Scandinavian Journal of Statistics

Year:

2012

Language:

english

File:

PDF, 448 KB

english, 2012

15

Robust Indirect Inference

Marc G. Genton and Elvezio Ronchetti

Journal:

Journal of the American Statistical Association

Year:

2003

Language:

english

File:

PDF, 1.71 MB

english, 2003

16

Likelihood estimators for multivariate extremes

Huser, Raphaël, Davison, Anthony C., Genton, Marc G.

Journal:

Year:

2016

Language:

english

File:

PDF, 726 KB

english, 2016

17

Cross-Covariance Functions for Multivariate Geostatistics

Genton, Marc G., Kleiber, William

Journal:

Statistical Science

Year:

2015

Language:

english

File:

PDF, 994 KB

english, 2015

18

Multivariate Functional Data Visualization and Outlier Detection

Dai, Wenlin, Genton, Marc G.

Journal:

Journal of Computational and Graphical Statistics

Year:

2018

Language:

english

File:

PDF, 7.70 MB

english, 2018

19

A copula model for non-Gaussian multivariate spatial data

Krupskii, Pavel, Genton, Marc G.

Journal:

Journal of Multivariate Analysis

Year:

2018

Language:

english

File:

PDF, 387 KB

english, 2018

20

Multivariate log-skew-elliptical distributions with applications to precipitation data

Yulia V. Marchenko, Marc G. Genton

Journal:

Year:

2010

Language:

english

File:

PDF, 637 KB

english, 2010

21

Testing for separability of space–time covariances

Matthew W. Mitchell, Marc G. Genton, Marcia L. Gumpertz

Journal:

Year:

2005

Language:

english

File:

PDF, 181 KB

english, 2005

22

Eigenstructures of Spatial Design Matrices

David J. Gorsich, Marc G. Genton, Gilbert Strang

Journal:

Journal of Multivariate Analysis

Year:

2002

Language:

english

File:

PDF, 241 KB

english, 2002

23

A likelihood ratio test for separability of covariances

Matthew W. Mitchell, Marc G. Genton, Marcia L. Gumpertz

Journal:

Journal of Multivariate Analysis

Year:

2006

Language:

english

File:

PDF, 204 KB

english, 2006

24

Moments of skew-normal random vectors and their quadratic forms

Marc G. Genton, Li He, Xiangwei Liu

Journal:

Statistics & Probability Letters

Year:

2001

Language:

english

File:

PDF, 93 KB

english, 2001

25

Shape mixtures of multivariate skew-normal distributions

Reinaldo B. Arellano-Valle, Marc G. Genton, Rosangela H. Loschi

Journal:

Journal of Multivariate Analysis

Year:

2009

Language:

english

File:

PDF, 914 KB

english, 2009

26

A note on an equivalence between chi-square and generalized skew-normal distributions

Jiuzhou Wang, Joseph Boyer, Marc G. Genton

Journal:

Statistics & Probability Letters

Year:

2004

Language:

english

File:

PDF, 178 KB

english, 2004

27

Discussion of ‘‘The Skew-normal’’

Journal:

Scandinavian Journal of Statistics

Year:

2005

Language:

english

File:

PDF, 793 KB

english, 2005

28

Variogram Model Selection via Nonparametric Derivative Estimation

David J. Gorsich, Marc G. Genton

Journal:

Mathematical Geosciences

Year:

2000

Language:

english

File:

PDF, 165 KB

english, 2000

29

Functional Median Polish

Ying Sun, Marc G. Genton

Journal:

Journal of Agricultural, Biological, and Environmental Statistics

Year:

2012

Language:

english

File:

PDF, 1.49 MB

english, 2012

30

Invariance-based estimating equations for skew-symmetric distributions

Azzalini, Adelchi, Genton, Marc G., Scarpa, Bruno

Journal:

Year:

2010

Language:

english

File:

PDF, 260 KB

english, 2010

31

Short-Term Spatio-Temporal Wind Power Forecast in Robust Look-ahead Power System Dispatch

Xie, Le, Gu, Yingzhong, Zhu, Xinxin, Genton, Marc G.

Journal:

IEEE Transactions on Smart Grid

Year:

2014

Language:

english

File:

PDF, 1.95 MB

english, 2014

32

Space-time wind speed forecasting for improved power system dispatch

Zhu, Xinxin, Genton, Marc G., Gu, Yingzhong, Xie, Le

Journal:

Year:

2014

Language:

english

File:

PDF, 1.69 MB

english, 2014

33

Robust Likelihood Methods Based on the Skew-t and Related Distributions

Adelchi Azzalini and Marc G. Genton

Journal:

International Statistical Review

Year:

2008

Language:

english

File:

PDF, 2.26 MB

english, 2008

34

Powering Up With Space-Time Wind Forecasting

Hering, Amanda S., Genton, Marc G.

Journal:

Journal of the American Statistical Association

Year:

2010

Language:

english

File:

PDF, 1.44 MB

english, 2010

35

A Statistical Investigation of the Sensitivity of Ensemble-Based Kalman Filters to Covariance Filtering

Jun, Mikyoung, Szunyogh, Istvan, Genton, Marc G., Zhang, Fuqing, Bishop, Craig H.

Journal:

Monthly Weather Review

Year:

2011

Language:

english

File:

PDF, 1.01 MB

english, 2011

36

Shrinkage-based diagonal Hotelling’s tests for high-dimensional small sample size data

Dong, Kai, Pang, Herbert, Tong, Tiejun, Genton, Marc G.

Journal:

Journal of Multivariate Analysis

Year:

2015

Language:

english

File:

PDF, 636 KB

english, 2015

37

Perturbation of Numerical Confidential Data via Skew- t Distributions

Lee, Seokho, Genton, Marc G., Arellano-Valle, Reinaldo B.

Journal:

Management Science

Year:

2010

Language:

english

File:

PDF, 2.12 MB

english, 2010

38

Stationary Covariances Associated with Exponentially Convex Functions

Werner Ehm, Marc G. Genton and Tilmann Gneiting

Journal:

Year:

2003

Language:

english

File:

PDF, 929 KB

english, 2003

39

Non-Stationary Dependence Structures for Spatial Extremes

Huser, Raphaël, Genton, Marc G.

Journal:

Journal of Agricultural, Biological, and Environmental Statistics

Year:

2016

Language:

english

File:

PDF, 4.12 MB

english, 2016

40

Robust inference in sample selection models

Zhelonkin, Mikhail, Genton, Marc G., Ronchetti, Elvezio

Journal:

Journal of the Royal Statistical Society Series B (Methodological)

Year:

2015

Language:

english

File:

PDF, 754 KB

english, 2015

41

Covariance Tapering for Interpolation of Large Spatial Datasets

Reinhard Furrer, Marc G. Genton and Douglas Nychka

Journal:

Journal of Computational and Graphical Statistics

Year:

2006

Language:

english

File:

PDF, 1.98 MB

english, 2006

42

A Multivariate Two-Sample Mean Test for Small Sample Size and Missing Data

Yujun Wu, Marc G. Genton and Leonard A. Stefanski

Journal:

Year:

2006

Language:

english

File:

PDF, 1.41 MB

english, 2006

43

Tukey max-stable processes for spatial extremes

Xu, Ganggang, Genton, Marc G.

Journal:

Spatial Statistics

Year:

2016

Language:

english

File:

PDF, 692 KB

english, 2016

44

Rejoinder

Genton, Marc G., Kleiber, William

Journal:

Statistical Science

Year:

2015

Language:

english

File:

PDF, 65 KB

english, 2015

45

Factor Copula Models for Replicated Spatial Data

Krupskii, Pavel, Huser, Raphaël, Genton, Marc G.

Journal:

Journal of the American Statistical Association

Year:

2016

Language:

english

File:

PDF, 507 KB

english, 2016

46

Stationary covariances associated with exponentially convex functions

Ehm, Werner, Genton, Marc G., Gneiting, Tilmann

Journal:

Year:

2003

Language:

english

File:

PDF, 103 KB

english, 2003

47

Extreme-value limit of the convolution of exponential and multivariate normal distributions: Link to the Hüsler–Reiß distribution

Krupskii, Pavel, Joe, Harry, Lee, David, Genton, Marc G.

Journal:

Journal of Multivariate Analysis

Year:

2017

Language:

english

File:

PDF, 1.58 MB

english, 2017

48

Spherical Process Models for Global Spatial Statistics

Jeong, Jaehong, Jun, Mikyoung, Genton, Marc G.

Journal:

Statistical Science

Year:

2017

Language:

english

File:

PDF, 2.86 MB

english, 2017

49

Principles for statistical inference on big spatio-temporal data from climate models

Castruccio, Stefano, Genton, Marc G.

Journal:

Statistics & Probability Letters

Year:

2018

Language:

english

File:

PDF, 468 KB

english, 2018

50

New era for European Respiratory Society clinical practice guidelines: joining efficiency and high methodological standards

Miravitlles, Marc, Tonia, Thomy, Rigau, David, Roche, Nicolas, Genton, Céline, Vaccaro, Valérie, Welte, Tobias, Gaga, Mina, Brusselle, Guy

Journal:

European Respiratory Journal

Year:

2018

Language:

english

File:

PDF, 319 KB

english, 2018

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