Multifractal random walk - art. no. 026103

Citation
E. Bacry et al., Multifractal random walk - art. no. 026103, PHYS REV E, 6402(2), 2001, pp. 6103
Citations number
17
Categorie Soggetti
Physics
Journal title
PHYSICAL REVIEW E
ISSN journal
1063651X → ACNP
Volume
6402
Issue
2
Year of publication
2001
Part
2
Database
ISI
SICI code
1063-651X(200108)6402:2<6103:MRW-AN>2.0.ZU;2-A
Abstract
We introduce a class of multifractal processes, referred to as multifractal random walks (MRWs). To our knowledge, it is the first multifractal proces s with continuous dilation invariance properties and stationary increments. MRWs are very attractive alternative processes to classical cascadelike mu ltifractal models since they do not involve any particular scale ratio. The MRWs are indexed by four parameters that are shown to control in a very di rect way the multifractal spectrum and the correlation structure of the inc rements. We briefly explain how, in the same way, one can build stationary multifractal processes or positive random measures.