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On the Use of Geometric Brownian Motion in Financial Analysis

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Operations Research ’92

Abstract

Though geometric Brownian motion (GBM) is an essential tool in finance, a closed form solution for its transition density function has yet to be obtained. In option pricing, though Black and Scholes assumed GBM stock price dynamics, they transformed the problem to allow an option to be evaluated without the stock price’s transition density. This paper presents a closed form solution of Kolmogorov’s backward equation for GBM. As an application, the option price equation is derived directly.

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References

  • Black, F. & M. Scholes (1973). The Pricing of Options and Corporate Liabilities, J. Pol. Econ., 81, 637–654.

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  • Kozin, F. (1972). Stability of the Linear Stochastic System, in R. Curtain ed., Stability of Stochastic Dynamical Systems, New York: Springer Verlag.

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  • Samuelson, P. A. (1965). Rational Theory of Warrant Pricing, Industrial Management Rev., 6, 13–31.

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© 1993 Springer-Verlag Berlin Heidelberg

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Cheung, M.T., Yeung, D., Lai, A. (1993). On the Use of Geometric Brownian Motion in Financial Analysis. In: Karmann, A., Mosler, K., Schader, M., Uebe, G. (eds) Operations Research ’92. Physica, Heidelberg. https://doi.org/10.1007/978-3-662-12629-5_149

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  • DOI: https://doi.org/10.1007/978-3-662-12629-5_149

  • Publisher Name: Physica, Heidelberg

  • Print ISBN: 978-3-7908-0679-3

  • Online ISBN: 978-3-662-12629-5

  • eBook Packages: Springer Book Archive

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