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Procesos de Hurts y movimientos brownianos fraccionales en mercados fractales

Author

Listed:
  • Guillermo Sierra Juárez

    (Tecnológico de Monterrey)

Abstract

The independence assumption of the Brownian motion used in the Black-Scholes equation and the valuation of diverse derivatives is revised in this paper. The results of (R/S) method from Fractals Theory, which are used for getting the Hurst’ coefficient, show the existence of long memory in some variables from Mexico and the United States. Fractional Brownian motion (FBM) is a stochastic process more general than the traditional Brownian motion. FBM includes independent and no independent processes. Financial ideas and concepts, like martingales, conditional expected values and the Itô´s Lemma, which are used in traditional Brownian motion, are reproduced with FMB and new and more general mathematical tools built in a Hilbert space are developed as a support to these processes. The paper shows their use in a Black-Scholes fractional equation, the valuation of derivatives, a general equation for bonds and the term structure of a Vasicek´s model for persistent financial series. The generalization includes the deduction of the Black-Scholes equation with the use of the H-J-B method in the problem of a stochastic consumer, in which the variable is modeled as FBM process and its volatility is modeled as a second FBM

Suggested Citation

  • Guillermo Sierra Juárez, 2007. "Procesos de Hurts y movimientos brownianos fraccionales en mercados fractales," Revista de Administración, Finanzas y Economía (Journal of Management, Finance and Economics), Tecnológico de Monterrey, Campus Ciudad de México, vol. 1(1), pages 1-21.
  • Handle: RePEc:ega:rafega:200701
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    File URL: http://alejandria.ccm.itesm.mx/egap/documentos/2007V1A1Sierra.pdf
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    Cited by:

    1. Leonardo Hernán Talero Sarmiento & uan Benjamín Duarte-Duarte & Laura Daniela Garcés-Carreño, 2017. "La complejidad del mercado bursátil latinoamericano a partir de un modelo autómata celular conductual," Apuntes del Cenes, Universidad Pedagógica y Tecnológica de Colombia, vol. 36(64), pages 199-223, October.

    More about this item

    Keywords

    Browniano Fraccional; procesos estocásticos; ecuación de Black-Scholes;
    All these keywords.

    JEL classification:

    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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