A process very similar to multifractional Brownian motion
Abstract
In Ayache and Taqqu (2005), the multifractional Brownian (mBm) motion is obtained by replacing the constant parameter of the fractional Brownian motion (fBm) by a smooth enough functional parameter depending on the time . Here, we consider the process obtained by replacing in the wavelet expansion of the fBm the index by a function depending on the dyadic point . This process was introduced in Benassi et al (2000) to model fBm with piece-wise constant Hurst index and continuous paths. In this work, we investigate the case where the functional parameter satisfies an uniform H\"older condition of order and ones shows that, in this case, the process is very similar to the mBm in the following senses: i) the difference between and a mBm satisfies an uniform H\"older condition of order ; ii) as a by product, one deduces that at each point the pointwise H\"older exponent of is and that is tangent to a fBm with Hurst parameter .
Cite
@article{arxiv.0901.2808,
title = {A process very similar to multifractional Brownian motion},
author = {Antoine Ayache and Pierre R. Bertrand},
journal= {arXiv preprint arXiv:0901.2808},
year = {2011}
}
Comments
18 pages