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November 28, 1994Physical Review Letters890 citations

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

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RMRosario N. MantegnaHSH. Eugene Stanley

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Abstract

We introduce a class of stochastic process, the truncated L\'evy flight (TLF), in which the arbitrarily large steps of a L\'evy 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 n10^4 in contrast to n10 for common distributions. We find a well-defined crossover between a L\'evy and a Gaussian regime, and that the crossover carries information about the relevant parameters of the underlying stochastic process.

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Mantegna et al. (1994) studied this question.

synapsesocial.com/papers/6a1fcf5441016a6166693818https://doi.org/10.1103/physrevlett.73.2946
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