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arXiv:cond-mat/0501292cond-mat.other

The Dynamics of Financial Markets -- Mandelbrot's multifractal cascades, and beyond

Lisa Borland, Jean-Philippe Bouchaud, Jean-Francois Muzy, Gilles Zumbach

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Abstract

This is a short review in honor of B. Mandelbrot's 80st birthday, to appear in W ilmott magazine. We discuss how multiplicative cascades and related multifractal ideas might be relevant to model the main statistical features of financial time series, in particular the intermittent, long-memory nature of the volatility. We describe in details the Bacry-Muzy-Delour multifractal random walk. We point out some inadequacies of the current models, in particular concerning time reversal symmetry, and propose an alternative family of multi-timescale models, intermediate between GARCH models and multifractal models, that seem quite promising.

arXiv comments
24 pages, to appear in Wilmott Magazine special issue for Mandelbrot
Journal reference
DOI
Subjects
cond-mat.otherOther Condensed Matter cond-mat.stat-mechStatistical Mechanics q-fin.STStatistical Finance

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    • Indeed. For anyone that hasn't read it yet, Taleb's Edge essay on the nature of randomness in 'Fourth Quadrant' domains is a good read: http://www.edge.org/3rd_culture/taleb08/taleb08_index.html And a more technical discussion of Mandelbrotian market models from Wilmott…

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