Advances in extreme value analysis and application to natural hazards
نویسندگان
چکیده
منابع مشابه
Mining Extreme Values: Climate and Natural Hazards
The analysis and modeling of extreme values have traditionally relied on extreme value theory (EVT), which in turn has tended to focus on limiting or asymptotic cases and assumptions of independence. However, disciplines from climate science and digital mapping to infrastructure security and transportation, have been generating massive volumes of data with multidimensional and multivariable dep...
متن کاملhigh volatility, thick tails and extreme value theory in value at risk estimation: the case of liability insurance in iran insurance company
در این بررسی ابتدا به بررسی ماهیت توزیع خسارات پرداخته میشود و از روش نظریه مقادیر نهایی برای بدست آوردن برآورد ارزش در معرض خطر برای خسارات روزانه بیمه مسئولیت شرکت بیمه ایران استفاده میشود. سپس کارایی نظریه مقدار نهایی در برآورد ارزش در معرض خطر با کارایی سایر روشهای واریانس ، کواریانس و روش شبیه سازی تاریخی مورد مقایسه قرار میگیرد. نتایج این بررسی نشان میدهند که توزیع ،garch شناخته شده مدل...
15 صفحه اولApplication of Extreme Value Analysis to Corrosion Mapping Data
Extreme Value Analysis can be used to extrapolate sample inspection data into uninspected regions of a component. These methods can be used in conjunction with structural reliability software to predict the probability of future failure of the component. This information can help both operators and regulators make risk-based decisions on the future operation of the plant. This paper illustrates...
متن کاملApplication of Extreme Value Statistics to Corrosion
Department of Materials Science and Processing, -Faculty of Engineering, Osaka University, 2-1 Yamadaoka, Suita 565 JAPAN Application of extreme value stati'iiics to corrosion is rcvieweJ. It is cmpha sized that the concept of corroiiion probability is important for a quanlitalivc evaluatioti Of corrosion failure and its prediction, especially for localized corrosion. Extreme value statistics i...
متن کاملThe application of Extreme value analysis method in heat wave hazard climatology; case study in Mid-Southern Iran
The application of Extreme value analysis method in heat wave hazard climatology; case study in Mid-Southern Iran Abstract Greenhouse warming poses the main cause of atmospheric hazards’ exacerbation and emergence in recent years. Earth planet has been witnessing frequent and severe natural hazards from the distant past; however, global warming has strongly influenced the occurrence of some a...
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ژورنال
عنوان ژورنال: Natural Hazards
سال: 2019
ISSN: 0921-030X,1573-0840
DOI: 10.1007/s11069-019-03628-x