Graphical model construction for discrete data

• Main Author: Xu, Shiyan.
• Other Authors: School of Electrical and Electronic Engineering
• Format: Final Year Project
• Language: English
• Published: 2012
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: http://hdl.handle.net/10356/50086
• Institution: Nanyang Technological University

Copula Gaussian graphical models are powerful tools to describe dependencies between a large scale of variables of different continuous distributions. However, it highly depends on the continuity of observed variables.