Modeling Spatial Extremes via Ensemble-of-Trees of Pairwise Copulas
Assessing the risk of extreme events in a spatial domain, such as hurricanes, floods, and droughts, presents a unique significance in practice. Unfortunately, the existing extreme-value statistical models are typically not feasible for practical large-scale problems. Graphical models, on the other h...
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Main Authors: | Yu, Hang, Uy, Wayne Isaac T., Dauwels, Justin |
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Other Authors: | School of Electrical and Electronic Engineering |
Format: | Article |
Language: | English |
Published: |
2017
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Subjects: | |
Online Access: | https://hdl.handle.net/10356/84387 http://hdl.handle.net/10220/43582 |
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Institution: | Nanyang Technological University |
Language: | English |
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