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

Author

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  • Ehsan Azmoodeh

    (University of Luxembourg)

  • Lauri Viitasaari

    (Aalto University School of Science)

Abstract

In this article, a uniform discretization of stochastic integrals $$\int _{0}^{1} f^{\prime }_-(B_t)\mathrm d B_t$$ ∫ 0 1 f − ′ ( B t ) d B t , where $$B$$ B denotes the fractional Brownian motion with Hurst parameter $$H \in (\frac{1}{2},1)$$ H ∈ ( 1 2 , 1 ) , is considered for a large class of convex functions $$f$$ f . In Azmoodeh et al. (Stat Decis 27:129–143, 2010), for any convex function $$f$$ f , the almost sure convergence of uniform discretization to such stochastic integral is proved. Here, we prove $$L^r$$ L r -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 $$H - \frac{1}{2}$$ H − 1 2 .

Suggested Citation

  • Ehsan Azmoodeh & Lauri Viitasaari, 2015. "Rate of Convergence for Discretization of Integrals with Respect to Fractional Brownian Motion," Journal of Theoretical Probability, Springer, vol. 28(1), pages 396-422, March.
  • Handle: RePEc:spr:jotpro:v:28:y:2015:i:1:d:10.1007_s10959-013-0495-y
    DOI: 10.1007/s10959-013-0495-y
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    References listed on IDEAS

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    1. Coutin, Laure & Nualart, David & Tudor, Ciprian A., 2001. "Tanaka formula for the fractional Brownian motion," Stochastic Processes and their Applications, Elsevier, vol. 94(2), pages 301-315, August.
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