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Rate of convergence of some self-attracting diffusions

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  • Herrmann, Samuel
  • Scheutzow, Michael

Abstract

We consider the rate of convergence of the paths of some self-attracting diffusions. We prove that these diffusions are attracted by their mean-process. Moreover, under some assumptions on the interaction function f, this attraction becomes strong enough to imply the almost sure convergence of the paths. In this case, we provide an estimate of the rate of convergence which depends on the growth of f near the origin.

Suggested Citation

  • Herrmann, Samuel & Scheutzow, Michael, 2004. "Rate of convergence of some self-attracting diffusions," Stochastic Processes and their Applications, Elsevier, vol. 111(1), pages 41-55, May.
  • Handle: RePEc:eee:spapps:v:111:y:2004:i:1:p:41-55
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    Cited by:

    1. Shen, Leyi & Xia, Xiaoyu & Yan, Litan, 2022. "Least squares estimation for the linear self-repelling diffusion driven by α-stable motions," Statistics & Probability Letters, Elsevier, vol. 181(C).
    2. Xichao Sun & Litan Yan & Yong Ge, 2022. "The Laws of Large Numbers Associated with the Linear Self-attracting Diffusion Driven by Fractional Brownian Motion and Applications," Journal of Theoretical Probability, Springer, vol. 35(3), pages 1423-1478, September.
    3. Litan Yan & Yu Sun & Yunsheng Lu, 2008. "On the Linear Fractional Self-attracting Diffusion," Journal of Theoretical Probability, Springer, vol. 21(2), pages 502-516, June.

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