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Fractional Brownian motion and the Markov Property

概率论 2007-05-23 v1

摘要

Fractional Brownian motion belongs to a class of long memory Gaussian processes that can be represented as linear functionals of an infinite dimensional Markov process. This representation leads naturally to: - An efficient algorithm to approximate the process. - An infinite dimensional ergodic theorem which applies to functionals of the type integral0tphi(Vh(s))dsintegral_0^t phi(V_h(s)) ds where Vh(s)=integral0th(tu)dBuV_h(s)=integral_0^t h(t-u) dB_u and BB is a standard Brownian motion.

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引用

@article{arxiv.math/9809123,
  title  = {Fractional Brownian motion and the Markov Property},
  author = {Philippe Carmona and Laure Coutin},
  journal= {arXiv preprint arXiv:math/9809123},
  year   = {2007}
}

备注

9 pages