Statistics of extremes for natural hazards: landslides and earthquakes
Abstract
In this chapter, we illustrate the use of split bulk-tail models and subasymptotic models motivated by extreme-value theory in the context of hazard assessment for earthquake-induced landslides. A spatial joint areal model is presented for modeling both landslides counts and landslide sizes, paying particular attention to extreme landslides, which are the most devastating ones.
- Publication:
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arXiv e-prints
- Pub Date:
- April 2024
- DOI:
- 10.48550/arXiv.2404.09156
- arXiv:
- arXiv:2404.09156
- Bibcode:
- 2024arXiv240409156Y
- Keywords:
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- Statistics - Applications;
- Statistics - Methodology