Modeling extreme events in spatial domain by copula graphical models

• المؤلفون الرئيسيون: Yu, Hang, Choo, Zheng, Uy, Wayne Isaac T., Dauwels, Justin, Jonathan, Philip
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2014
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/101954; http://hdl.handle.net/10220/19836; http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6290516&url=http%3A%2F%2Fieeexplore.ieee.org%2Fiel5%2F6269381%2F6289713%2F06290516.pdf%3Farnumber%3D6290516

We propose a new statistical model that captures the conditional dependence among extreme events in a spatial domain. This model may for instance be used to describe catastrophic events such as earthquakes, floods, or hurricanes in certain regions, and in particular to predict extreme values at unmo...