Beyond Gaussian : copula graphical models for non-Gaussian data

Graphical models, which can be viewed as a marriage of graph theory and probability theory, provide a powerful formalism for multivariate statistical modeling of complex systems. Graphical models harness the complexity of large-scale systems by representing the statistical relations among a large nu...

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Bibliographic Details
Main Author: Yu, Hang
Other Authors: Justin Dauwels
Format: Theses and Dissertations
Language:English
Published: 2015
Subjects:
Online Access:https://hdl.handle.net/10356/65404
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Institution: Nanyang Technological University
Language: English
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