Series representation and simulation of multifractional Levy motions

被引:9
|
作者
Lacaux, C [1 ]
机构
[1] Univ Toulouse 3, UFR MIG, Lab Stat & Probalit, F-31062 Toulouse, France
关键词
functional central limit theorem; generalized shot-noise series; infinitelyb divisible distribution; multifractional brownian motion; simulation;
D O I
10.1239/aap/1077134469
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This paper introduces a method of generating real harmonizable multifractional Levy motions (RHMLMs). The simulation of these fields is closely related to that of infinitely divisible laws or Levy processes. In the case where the control measure of the RHMLM is finite, generalized shot-noise series are used. An estimation of the error is also given. Otherwise, the RHMLM X-h is split into two independent RHMLMs, X-epsilon,X-1 and X-epsilon,X-2. More precisely, X-epsilon,X-2 is an RHMLM whose control measure is finite. It can then be rewritten as a generalized shot-noise series. The asymptotic behaviour of X-epsilon,X-1 as epsilon --> 0(+) is further elaborated. Sufficient conditions to approximate X-epsilon,X-1 by a multifractional Brownian motion are given. The error rate in terms of Berry-Esseen bounds is then discussed. Finally, some examples of simulation are given.
引用
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页码:171 / 197
页数:27
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