Canonical spectral representation for exchangeable max-stable sequences

被引:8
|
作者
Mai, Jan-Frederik [1 ]
机构
[1] Tech Univ Munich, Pk Ring 11, D-85478 Garching, Germany
关键词
Exchangeable sequence; Max-stable sequence; Stable tail dependence function; Extreme-value copula; Strong IDT process; Pickands representation; DISTRIBUTIONS;
D O I
10.1007/s10687-019-00361-3
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The set L of infinite-dimensional, symmetric stable tail dependence functions associated with exchangeable max-stable sequences of random variables with unit Fr ' echet margins is shown to be a simplex. Except for a single element, the extremal boundary of L is in one-to-one correspondence with the set F1 of distribution functions of non-negative random variables with unit mean. Consequently, each . L is uniquely represented by a pair (b, mu) of a constant b and a probability measure mu on F1. A canonical stochastic construction for arbitrary exchangeable max-stable sequences and a stochastic representation for the Pickands dependence measure of finite-dimensional margins of are immediate corollaries. As by-products, a canonical analytical description and an associated canonical Le Page series representation for non-decreasing stochastic processes that are strongly infinitely divisible with respect to time are obtained.
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页码:151 / 169
页数:19
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