Article ID Journal Published Year Pages File Type
1156151 Stochastic Processes and their Applications 2010 32 Pages PDF
Abstract

In this article, we give sharp bounds for the Euler discretization of the Lévy area associated to a dd-dimensional fractional Brownian motion. We show that there are three different regimes for the exact root mean square convergence rate of the Euler scheme, depending on the Hurst parameter H∈(1/4,1)H∈(1/4,1). For H<3/4H<3/4 the exact convergence rate is n−2H+1/2n−2H+1/2, where nn denotes the number of the discretization subintervals, while for H=3/4H=3/4 it is n−1log(n) and for H>3/4H>3/4 the exact rate is n−1n−1. Moreover, we also show that a trapezoidal scheme converges (at least) with the rate n−2H+1/2n−2H+1/2. Finally, we derive the asymptotic error distribution of the Euler scheme. For H≤3/4H≤3/4 one obtains a Gaussian limit, while for H>3/4H>3/4 the limit distribution is of Rosenblatt type.

Related Topics
Physical Sciences and Engineering Mathematics Mathematics (General)
Authors
, , ,