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Max-stable processes

Authors: PADOAN, SIMONE;

Max-stable processes

Abstract

Environmental problems such as floods require statistical analysis that takes into account the complex nature of the data, namely observations are sampled at different spatial points in a given region for a certain time. Thus the spatial dependence structure cannot be ignored. Extreme statistics for the design of structures for flood protection, for the study of the structural failures such as bridges, dams, etc., for the prediction of heat waves and others should be based on a solid theoretical framework. Max-stable processes provide a such theory and in the last decade have emerged as fertile ground for research and a common tool for the statistical modeling of spatial extremes. This entry provides a summary of max-stable processes.

Country
Italy
Related Organizations
Keywords

BROWN-RESNICK PROCESSES, COEFFICIENT OF TAIL DEPENDENCE, ERGODICITY, MIXING, STATIONARY MAX-STABLE PROCESSES, POISSON POINT PROCESSES

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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