Stochastic Process with Ultraslow Convergence to a Gaussian: The Truncated Lévy Flight

Rosario N. Mantegna and H. Eugene Stanley
Phys. Rev. Lett. 73, 2946 – Published 28 November 1994
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Abstract

We introduce a class of stochastic process, the truncated Lévy flight (TLF), in which the arbitrarily large steps of a Lévy flight are eliminated. We find that the convergence of the sum of n independent TLFs to a Gaussian process can require a remarkably large value of n—typically n104 in contrast to n10 for common distributions. We find a well-defined crossover between a Lévy and a Gaussian regime, and that the crossover carries information about the relevant parameters of the underlying stochastic process.

  • Received 18 May 1994

DOI:https://doi.org/10.1103/PhysRevLett.73.2946

©1994 American Physical Society

Authors & Affiliations

Rosario N. Mantegna and H. Eugene Stanley

  • Center for Polymer Studies and Department of Physics, Boston University, Boston, Massachusetts 02215

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Issue

Vol. 73, Iss. 22 — 28 November 1994

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