Modeling Spatio-Temporal Extreme Events Using Graphical Models
We propose a novel statistical model to describe spatio-temporal extreme events. The model can be used, for instance, to estimate extreme-value temporal pattern such as seasonality and trend, and further to predict the distribution of extreme events in the future. Such model usually involves thousan...
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Main Authors: | Yu, Hang, Dauwels, Justin |
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Other Authors: | School of Electrical and Electronic Engineering |
Format: | Article |
Language: | English |
Published: |
2018
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Subjects: | |
Online Access: | https://hdl.handle.net/10356/89365 http://hdl.handle.net/10220/44847 |
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Institution: | Nanyang Technological University |
Language: | English |
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