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1

Likelihood estimators for multivariate extremes

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

Journal:

Year:

2016

Language:

english

File:

PDF, 726 KB

english, 2016

2

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

3

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

4

Point process-based modeling of multiple debris flow landslides using INLA: an application to the 2009 Messina disaster

Lombardo, Luigi, Opitz, Thomas, Huser, Raphaël

Journal:

Stochastic Environmental Research and Risk Assessment

Year:

2018

Language:

english

File:

PDF, 6.61 MB

english, 2018

5

Nonstationary Positive Definite Tapering On The Plane

Anderes, Ethan, Huser, Raphaël, Nychka, Douglas, Coram, Marc

Journal:

Journal of Computational and Graphical Statistics

Year:

2013

Language:

english

File:

PDF, 3.31 MB

english, 2013

6

Visuanimation in statistics

Genton, Marc G., Castruccio, Stefano, Crippa, Paola, Dutta, Subhajit, Huser, Raphaël, Sun, Ying, Vettori, Sabrina

Journal:

Year:

2015

Language:

english

File:

PDF, 3.70 MB

english, 2015

7

High-order Composite Likelihood Inference for Max-Stable Distributions and Processes

Castruccio, Stefano, Huser, Raphaël, Genton, Marc G.

Journal:

Journal of Computational and Graphical Statistics

Year:

2015

Language:

english

File:

PDF, 3.78 MB

english, 2015

8

Forecasting Uncertainty in Electricity Smart Meter Data by Boosting Additive Quantile Regression

Taieb, Souhaib Ben, Huser, Raphael, Hyndman, Rob J., Genton, Marc G.

Journal:

IEEE Transactions on Smart Grid

Year:

2016

Language:

english

File:

PDF, 1.15 MB

english, 2016

9

Modeling jointly low, moderate, and heavy rainfall intensities without a threshold selection

Naveau, Philippe, Huser, Raphael, Ribereau, Pierre, Hannart, Alexis

Journal:

Water Resources Research

Year:

2016

Language:

english

File:

PDF, 1.35 MB

english, 2016

10

Bridging asymptotic independence and dependence in spatial exbtremes using Gaussian scale mixtures

Huser, Raphaël, Opitz, Thomas, Thibaud, Emeric

Journal:

Spatial Statistics

Year:

2017

Language:

english

File:

PDF, 8.57 MB

english, 2017

11

Handling high predictor dimensionality in slope-unit-based landslide susceptibility models through LASSO-penalized Generalized Linear Model

Camilo, Daniela Castro, Lombardo, Luigi, Mai, P. Martin, Dou, Jie, Huser, Raphaël

Journal:

Environmental Modelling & Software

Year:

2017

Language:

english

File:

PDF, 4.35 MB

english, 2017

12

Modeling soil organic carbon with Quantile Regression: Dissecting predictors' effects on carbon stocks

Lombardo, Luigi, Saia, Sergio, Schillaci, Calogero, Mai, P. Martin, Huser, Raphaël

Journal:

Year:

2018

Language:

english

File:

PDF, 2.55 MB

english, 2018

13

Modeling spatial processes with unknown extremal dependence class

Huser, Raphaël G., Wadsworth, Jennifer L.

Journal:

Journal of the American Statistical Association

Year:

2018

Language:

english

File:

PDF, 1.39 MB

english, 2018

14

INLA goes extreme: Bayesian tail regression for the estimation of high spatio-temporal quantiles

Opitz, Thomas, Huser, Raphaël, Bakka, Haakon, Rue, Håvard

Journal:

Year:

2018

Language:

english

File:

PDF, 1.57 MB

english, 2018

15

Hierarchical Archimax copulas

Hofert, Marius, Huser, Raphaël, Prasad, Avinash

Journal:

Journal of Multivariate Analysis

Year:

2018

Language:

english

File:

PDF, 2.37 MB

english, 2018

16

Geostatistical modeling to capture seismic‐shaking patterns from earthquake‐induced landslides

Lombardo, Luigi, Bakka, Haakon, Tanyas, Hakan, Westen, Cees, Mai, P. Martin, Huser, Raphaël

Journal:

Journal of Geophysical Research: Earth Surface

Year:

2019

Language:

english

File:

PDF, 50.15 MB

english, 2019

17

Bayesian Modeling of Air Pollution Extremes Using Nested Multivariate Max‐Stable Processes

Vettori, Sabrina, Huser, Raphael, Genton, Marc G.

Journal:

Year:

2019

Language:

english

File:

PDF, 2.87 MB

english, 2019

18

A Spliced Gamma-Generalized Pareto Model for Short-Term Extreme Wind Speed Probabilistic Forecasting

Castro-Camilo, Daniela, Huser, Raphaël, Rue, Håvard

Journal:

Journal of Agricultural, Biological, and Environmental Statistics

Year:

2019

Language:

english

File:

PDF, 825 KB

english, 2019

19

Bayesian model averaging over tree-based dependence structures for multivariate extremes

Vettori, Sabrina, Huser, Raphaël, Segers, Johan, Genton, Marc G.

Journal:

Journal of Computational and Graphical Statistics

Year:

2019

Language:

english

File:

PDF, 1.52 MB

english, 2019

20

Local Likelihood Estimation of Complex Tail Dependence Structures, Applied to U.S. Precipitation Extremes

Castro-Camilo, Daniela, Huser, Raphaël

Journal:

Journal of the American Statistical Association

Year:

2019

Language:

english

File:

PDF, 8.80 MB

english, 2019

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