Modeling Spatio-Temporal Extreme Events Using Graphical Models

We propose a novel statistical model to describe spatio-temporal extreme events. The model can be used, for instance, to estimate extreme-value temporal pattern such as seasonality and trend, and further to predict the distribution of extreme events in the future. Such model usually involves thousan...

Full description

Bibliographic Details
Main Authors: Yu, Hang, Dauwels, Justin
Other Authors: School of Electrical and Electronic Engineering
Format: Journal Article
Language:English
Published: 2018
Subjects:
Online Access:https://hdl.handle.net/10356/89365
http://hdl.handle.net/10220/44847