A process very similar to multifractional Brownian motion

preprint2009arXivOpen access

Abstract

In Ayache and Taqqu (2005), the multifractional Brownian (mBm) motion is obtained by replacing the constant parameter HH of the fractional Brownian motion (fBm) by a smooth enough functional parameter H(.)H(.) depending on the time tt. Here, we consider the process ZZ obtained by replacing in the wavelet expansion of the fBm the index HH by a function H(.)H(.) depending on the dyadic point k/2jk/2^j. 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 Hölder condition of order $β>\sup_{t\in \rit} H(t)$ and ones shows that, in this case, the process ZZ is very similar to the mBm in the following senses: i) the difference between ZZ and a mBm satisfies an uniform Hölder condition of order d>sup⁡t∈RH(t)d>\sup_{t\in \R} H(t); ii) as a by product, one deduces that at each point t∈Rt\in \R the pointwise Hölder exponent of ZZ is H(t)H(t) and that ZZ is tangent to a fBm with Hurst parameter H(t)H(t).

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