Benoit Mandelbrot, the father of Fractal Geometry, developed a multifractal model for describing price changes. Despite the commonly used models such as the Brownian motion, the Mutifractal Model of Asset Return (MMAR) takes into account scale-consistency, long-range dependence and heavy tails, thus having a great exibility in depicting the real-market peculiarities. In section 2 a review of the mathematics involved into multifractals is presented; Section 3 shows how to extend multifractality to stochastic processes. Contributions in Section 4 are new in the literature and extend Mandelbrot's results to canonical multifractal measures. Proof of Theorem 5 is unpublished and highlights which are the drivers of heavy tails in the process, thus possibly creating a bridge between multifractal formalism and jump processes.
On the scaling function of multifractal processes / Federico Maglione. - In: MATHEMATICAL METHODS IN ECONOMICS AND FINANCE. - ISSN 1971-6419. - ELETTRONICO. - 9/10:(2015), pp. 23-40.
On the scaling function of multifractal processes
Federico Maglione
2015
Abstract
Benoit Mandelbrot, the father of Fractal Geometry, developed a multifractal model for describing price changes. Despite the commonly used models such as the Brownian motion, the Mutifractal Model of Asset Return (MMAR) takes into account scale-consistency, long-range dependence and heavy tails, thus having a great exibility in depicting the real-market peculiarities. In section 2 a review of the mathematics involved into multifractals is presented; Section 3 shows how to extend multifractality to stochastic processes. Contributions in Section 4 are new in the literature and extend Mandelbrot's results to canonical multifractal measures. Proof of Theorem 5 is unpublished and highlights which are the drivers of heavy tails in the process, thus possibly creating a bridge between multifractal formalism and jump processes.File | Dimensione | Formato | |
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