284 citations · 806 across the 87 of their papers we have counts for
5 papers · 1 filter
Incorporating geostrophic wind information for improved space-time short-term wind speed forecasting
Xinxin Zhu, Kenneth P. Bowman, Marc G. Genton
Accurate short-term wind speed forecasting is needed for the rapid development and efficient operation of wind energy resources. This is, however, a very challenging problem. Altho…
Likelihood estimators for multivariate extremes
Raphaël Huser, Anthony C. Davison, Marc G. Genton
The main approach to inference for multivariate extremes consists in approximating the joint upper tail of the observations by a parametric family arising in the limit for extreme…
Non-Stationary Dependence Structures for Spatial Extremes
Raphael Huser, Marc G. Genton
Max-stable processes are natural models for spatial extremes because they provide suitable asymptotic approximations to the distribution of maxima of random fields. In the recent p…
High-order Composite Likelihood Inference for Max-Stable Distributions and Processes
Stefano Castruccio, Raphaël Huser, Marc Genton
In multivariate or spatial extremes, inference for max-stable processes observed at a large collection of locations is among the most challenging problems in computational statisti…
On nomenclature for, and the relative merits of, two formulations of skew distributions
Adelchi Azzalini, Ryan P. Browne, Marc G. Genton +1
We examine some distributions used extensively within the model-based clustering literature in recent years, paying special attention to} claims that have been made about their rel…