Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
5119048 | Spatial Statistics | 2016 | 13 Pages |
Abstract
We propose a new type of max-stable process that we call the Tukey max-stable process for spatial extremes. It brings additional flexibility to modeling dependence structures among spatial extremes. The statistical properties of the Tukey max-stable process are demonstrated theoretically and numerically. Simulation studies and an application to Swiss rainfall data indicate the effectiveness of the proposed process.
Related Topics
Physical Sciences and Engineering
Earth and Planetary Sciences
Earth and Planetary Sciences (General)
Authors
Ganggang Xu, Marc G. Genton,