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Canonical spectral representation for exchangeable max-stable sequences
Extremes ( IF 1.3 ) Pub Date : 2019-08-14 , DOI: 10.1007/s10687-019-00361-3
Jan-Frederik Mai

The set \(\mathfrak {L}\) of infinite-dimensional, symmetric stable tail dependence functions associated with exchangeable max-stable sequences of random variables with unit Fréchet margins is shown to be a simplex. Except for a single element, the extremal boundary of \(\mathfrak {L}\) is in one-to-one correspondence with the set \(\mathfrak {F}_{1}\) of distribution functions of non-negative random variables with unit mean. Consequently, each \(\ell \in \mathfrak {L}\) is uniquely represented by a pair (b, µ) of a constant b and a probability measure µ on \(\mathfrak {F}_{1}\). A canonical stochastic construction for arbitrary exchangeable max-stable sequences and a stochastic representation for the Pickands dependence measure of finite-dimensional margins of l 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.

中文翻译:

可交换的最大稳定序列的规范光谱表示

无限维,对称稳定尾部依赖函数的集合\(\ mathfrak {L} \)与具有单位Fréchet边距的随机变量的可交换最大稳定序列相关联,显示为单形。除单个元素外,\(\ mathfrak {L} \)的极值边界与非负分布函数的集合\(\ mathfrak {F} _ {1} \)一一对应具有单位均值的随机变量。因此,每个\(\ ell \ in \ mathfrak {L} \)由一对(bµ)的常数b\(\ mathfrak {F} _ {1} \)上的概率度量µ唯一表示。。任意可交换的最大稳定序列的规范随机构造和l的有限维边距的Pickands依赖度量的随机表示是直接推论。作为副产品,获得了关于非递减随机过程的规范分析说明和相关的规范Le Page系列表示,该随机过程相对于时间可以无限地整除。
更新日期:2019-08-14
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