A strong uniform approximation of fractional Brownian motion by means of transport processes
We construct a sequence of processes that converges strongly to fractional Brownian motion uniformly on bounded intervals for any Hurst parameter H, and we derive a rate of convergence, which becomes better when H approaches 1/2. The construction is based on the Mandelbrot-van Ness stochastic integral representation of fractional Brownian motion and on a strong transport process approximation of Brownian motion. The objective of this method is to facilitate simulation.
Year of publication: |
2009
|
---|---|
Authors: | Garzón, J. ; Gorostiza, L.G. ; León, J.A. |
Published in: |
Stochastic Processes and their Applications. - Elsevier, ISSN 0304-4149. - Vol. 119.2009, 10, p. 3435-3452
|
Publisher: |
Elsevier |
Keywords: | Fractional Brownian motion Transport processes Almost sure convergence Rate of convergence |
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