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Brownian Motion, Binomial Trees and Monte Carlo Simulation

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Computational Finance

Part of the book series: Atlantis Studies in Computational Finance and Financial Engineering ((ASCFFE,volume 1))

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Abstract

This chapter presents Brownian motion, also known as Wiener process. This is the most fundamental continuous-time model in finance.

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Notes

  1. 1.

    This is in fact a pseudo code of the actual program for the R function CRRBinomialTreeOption in the Rmetrics package due to Diethelm Wuertz.

  2. 2.

    Milstein, G. N. (1978). A method of second order accuracy integration of stochastic differential equations. Theory of Probability & its Applications 19 (3): 557-562.

  3. 3.

    see Hull (2009) for details on this important index.

  4. 4.

    Answer: 37 %. The method EuropeanOptionImpliedVolatility in the R package RQuantLib might be of help.

  5. 5.

    Uhlenbeck, G. E. and Ornstein, L. S. (1930) On the Theory of the Brownian Motion, Phys. Rev., 36, 823–841.

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Correspondence to Argimiro Arratia .

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Arratia, A. (2014). Brownian Motion, Binomial Trees and Monte Carlo Simulation. In: Computational Finance. Atlantis Studies in Computational Finance and Financial Engineering, vol 1. Atlantis Press, Paris. https://doi.org/10.2991/978-94-6239-070-6_5

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  • DOI: https://doi.org/10.2991/978-94-6239-070-6_5

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  • Publisher Name: Atlantis Press, Paris

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