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Simulation and Analysis of a Power Law Fluctuation Generator

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Abstract

Recently, Sato, Takayasu and Sawada (2000) constructed an analog circuit able to generate a signal corresponding to a time series with fluctuations having a probability density function with a power law tail. The exponent of the power law can be arbitrarily fixed by tuning an appropriate resistance. In a sense it is the analog of a differential equation of the Langevin type including both multiplicative and additive noise. The authors claim that their circuit could be used in the near future as a simulator-generator of financial market fluctuations and consequently as a tool for risk estimations and forecasts.

After a discussion on the stability conditions for multiplicative noise, we present an analysis of the power law fluctuation generator in connection with the electronic components and their corresponding parameters. A circuit simulation completes our study.

Partially supported by CONICET-Argentina and CICBA-Argentina.

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References

  1. Horowitz P, Hill W(1980) The Art of Electronics. Cambridge University Press

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  2. National Semiconductor Co. Linear Databook (1982)

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  3. Sato A. Takayasu H, Sawada Y (2000) Power law fluctuation generator based on analog electrical circuit. Fractals 8:219–225

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  4. Schenzle A, Brand H (1979) Multiplicative stochastic processes in statistical physics Physical Review A20:1628

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© 2002 Springer Japan

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Fanchiotti, H., Canal, C.A.G., Martínez, N. (2002). Simulation and Analysis of a Power Law Fluctuation Generator. In: Takayasu, H. (eds) Empirical Science of Financial Fluctuations. Springer, Tokyo. https://doi.org/10.1007/978-4-431-66993-7_24

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  • DOI: https://doi.org/10.1007/978-4-431-66993-7_24

  • Publisher Name: Springer, Tokyo

  • Print ISBN: 978-4-431-66995-1

  • Online ISBN: 978-4-431-66993-7

  • eBook Packages: Springer Book Archive

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