Rate of Convergence for Discretization of Integrals with Respect to Fractional Brownian Motion

被引:7
|
作者
Azmoodeh, Ehsan [1 ]
Viitasaari, Lauri [2 ]
机构
[1] Univ Luxembourg, Fac Sci, Technol & Commun, Luxembourg, Luxembourg
[2] Aalto Univ, Sch Sci, Dept Math & Syst Anal, Espoo, Finland
关键词
Fractional Brownian motion; Stochastic integral; Discretization; Rate of convergence;
D O I
10.1007/s10959-013-0495-y
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
In this article, a uniform discretization of stochastic integrals integral(1)(0)integral'-(B-t)dB(t), where denotes the fractional Brownian motion with Hurst parameter , is considered for a large class of convex functions . In Azmoodeh et al. (Stat Decis 27:129-143, 2010), for any convex function , the almost sure convergence of uniform discretization to such stochastic integral is proved. Here, we prove -convergence of uniform discretization to stochastic integral. In addition, we obtain a rate of convergence. It turns out that the rate of convergence can be brought arbitrarily close to H = 1/2.
引用
收藏
页码:396 / 422
页数:27
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