Copula Gaussian multiscale graphical models with application to geophysical modeling

• المؤلفون الرئيسيون: Yu, Hang, Dauwels, Justin, Zhang, Xu, Xu, Shiyan, Uy, Wayne Isaac T.
• 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/10356/101423; http://hdl.handle.net/10220/19742; http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6290513&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6290513

Gaussian Multiscale graphical models are powerful tools to describe high-dimensional spatial data; they capture longrange statistical dependencies among distant sites by introducing coarser scales. However, such models are only applicable to Gaussian data. In this paper, a new class of copula Gaussi...