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Deratives of Diffusions with Applications in Finance

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Abstrakty
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Using the Isobe-Sato formula we identify deratives of the random variable [formula], where [formula] is a diffusion given by some SDE. It appears that the derative is propagated by a system of linear ODE's driven by some functionals of the sample [formula]. This leads to a new integral representation of the kernels of chaos expansion which is used for hedging of a given contingent claim by a self-financing portfolio.
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  • Technical University of Lublin, Faculty of Management, Department of Operations Research, Nadbystrzycka 38, 20-618 Lublin, Poland (Politechnika Lubelska, Wydział Zarządzania i Podstaw Techniki, Katedra Badań Operacyjnych)
Bibliografia
  • [1] E. Isobe, S. Sato, Wiener-Hermite expansion of a process generated by an Ito stochastic differential equation, J. Appl. Prob., 20 (1983) 754-765.
  • [2] T. Banek, Chaos expansion for the solution of stochastic differential equations, Systems & Control Letters, 36 (1999) 351-358.
  • [3] R. J. Elliott, M. Kohlmann, Integration by parts, homogeneous chaos expansion and smooth densities, Ann. Probab., 1 (1989) 194-207.
  • [4] P. Malliavin, Stochastic Analysis, Springer 1997.
  • [5] A. S. Üstünel, An introduction to analysis on Wiener space, Lecture Notes in Mathematics 1610, Springer 1995.
  • [6] A. S. Üstünel, M. Zakai, Transformation of measure on Wiener space, Springer 2000.
  • [7] D. Nualart, The Malliavin calculus and related topics, Springer-Verlag 1995.
  • [8] R. F. Bass, Diffusions and elliptic operators, Springer 1998.
  • [9] N. Ikeda, S. Watanabe, Stochastic differential equations and diffusion processes, North-Holland 1981.
  • [10] D. W. Stroock, Homogeneous chaos revisited, Seminare de Probabilities XXI, pp. 1-8, Lectures Notes in Math., 1247 (Springer 1987).
  • [11] N. Wiener, Nonlinear problems in random theory, MIT Press, Cambridge, Wiley, New York 1958.
  • [12] Y. W. Lee, Contributions of Norbert Wiener to linear theory and nonlinear theory in engineering, in Selected Papers of Norbert Wiener, Published jointly by SIAM and the MIT Press, 1964.
  • [13] J. M. C. Clark, The representation of functionals of Brownian motion as stochastic integrals, Ann. of Math. Stat., 41 (1970) 1282-1295.
  • [14] U. G. Haussmann, On the integral representation of functionals of Ito processes, Stochastics, 3 (1979) 17-28.
  • [15] D. Ocone, Malliavin’s calculus and stochastic integral representation of functionals of diffusion processes, Stochastics, 12 (1984) 161-185.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BPG1-0010-0016
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