On the use of graphical models to model extreme events with multiple covariates

Gaussian graphical models are widely used for modelling the covariates dependence of extreme events. Most extreme events are physical process that has underlying mechanism, which depends on certain covariate factors. Hence, modelling covariate dependence would significantly enhance the accuracy of e...

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Bibliographic Details
Main Author: Cheng, Jingjing.
Other Authors: Justin Dauwels
Format: Final Year Project
Language:English
Published: 2013
Subjects:
Online Access:http://hdl.handle.net/10356/54322
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Institution: Nanyang Technological University
Language: English