Copula Gaussian multiscale graphical models with application to geophysical modeling

• Main Authors: Yu, Hang, Dauwels, Justin, Zhang, Xu, Xu, Shiyan, Uy, Wayne Isaac T.
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2014
• 主題: DRNTU::Engineering::Electrical and electronic engineering
• 在線閱讀: 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
• 機構: Nanyang Technological University

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...