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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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書目詳細資料
Main Authors: Yu, Hang, Uy, Wayne Isaac T., Dauwels, Justin
其他作者: School of Electrical and Electronic Engineering
格式: Article
語言:English
出版: 2017
主題:
在線閱讀:https://hdl.handle.net/10356/84387
http://hdl.handle.net/10220/43582
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機構: Nanyang Technological University
語言: English