Title of article :
Extremal processes: Elliptical domain of attraction and a spectral representation
Author/Authors :
Opitz، نويسنده , , T.، نويسنده ,
Issue Information :
دوفصلنامه با شماره پیاپی سال 2013
Pages :
5
From page :
409
To page :
413
Abstract :
The extremal t process was proposed in the literature for modeling spatial extremes within a copula framework based on the extreme value limit of elliptical t distributions (Davison et al. (2012) [5]). A major drawback of this max-stable model was the lack of a spectral representation such that for instance direct simulation was infeasible. The main contribution of this note is to propose such a spectral construction for the extremal t process. Interestingly, the extremal Gaussian process introduced by Schlather (2002) [22] appears as a special case. We further highlight the role of the extremal t process as the maximum attractor for processes with finite-dimensional elliptical distributions. All results naturally also hold within the multivariate domain.
Keywords :
Spectral construction , Elliptical distribution , Extremal t process , Max-stable process
Journal title :
Journal of Multivariate Analysis
Serial Year :
2013
Journal title :
Journal of Multivariate Analysis
Record number :
1566495
Link To Document :
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