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Stability Problem for One-Dimensional Stochastic Differential Equations with Discontinuous Drift

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Séminaire de Probabilités XLVIII

Part of the book series: Lecture Notes in Mathematics ((SEMPROBAB,volume 2168))

Abstract

We consider one-dimensional stochastic differential equations (SDEs) with irregular coefficients. The goal of this paper is to estimate the L p(Ω)-difference between two SDEs using a norm associated to the difference of coefficients. In our setting, the (possibly) discontinuous drift coefficient satisfies a one-sided Lipschitz condition and the diffusion coefficient is bounded, uniformly elliptic and Hölder continuous. As an application of this result, we consider the stability problem for this class of SDEs.

2010 Mathematics Subject Classification: 58K25, 41A25, 65C30

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References

  1. J. Akahori, Y. Imamura, On a symmetrization of diffusion processes. Quant. Finan. 14 (7), 1211–1216 (2014). doi:10.1080/14697688.2013.825923

    Article  MathSciNet  MATH  Google Scholar 

  2. D.G. Aronson, Bounds for the fundamental solution of a parabolic equation. Bull. Am. Math. Soc. 73, 890–896 (1967)

    Article  MathSciNet  MATH  Google Scholar 

  3. R. Avikainen, On irregular functionals of SDEs and the Euler scheme. Finance Stochast. 13, 381–401 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  4. V.E. Beneš, L.A. Shepp, H.S. Witsenhausen, Some Solvable stochastic control problems. Stochastics 4, 39–83 (1980)

    Article  MathSciNet  MATH  Google Scholar 

  5. K.S. Chan, O. Stramer, Weak consistency of the Euler method for numerically solving stochastic differential equations with discontinuous coefficient. Stochast. Process. Appl. 76, 33–44 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  6. A. Friedman, Partial Differential Equations of Parabolic Type (Dover, New York, 1964)

    MATH  Google Scholar 

  7. I. Gyöngy, M. Rásonyi, A note on Euler approximations for SDEs with Hölder continuous diffusion coefficients. Stochast. Process. Appl. 121, 2189–2200 (2011)

    Article  MATH  Google Scholar 

  8. H. Hashimoto, T. Tsuchiya, Convergence rate of stability problems of SDEs with (Dis-) continuous coefficients. Preprint arXiv:1401.4542v1 (2014)

    Google Scholar 

  9. Y. Imamura, Y. Ishigaki, T. Kawagoe, T. Okumura, A numerical scheme based on semi-static hedging strategy. Monte Carlo Methods Appl. 20 (4), 223–235 (2014) doi:10.1515/mcma-2014-0002

    Article  MathSciNet  MATH  Google Scholar 

  10. H. Kaneko, S. Nakao, A note on approximation for stochastic differential equations. Séminaire de Probabiliteés de Strasbourg 22, 155–162 (1988)

    MathSciNet  MATH  Google Scholar 

  11. S. Kawabata, T. Yamada, On some limit theorems for solutions of stochastic differential equations, in Seminaire de Probabilities XVI, University of Strasbourg 1980/81. Lecture Notes in Mathematics, vol. 920 (Springer, New York, 1982), pp. 412–441

    Google Scholar 

  12. A. Kohatsu-Higa, A. Lejay, K. Yasuda, Weak approximation errors for stochastic differential equations with non-regular drift. Preprint (2013)

    Google Scholar 

  13. N.V. Krylov, M. Röckner, Strong solutions of stochastic equations with singular time dependent drift. Probab. Theory Relat. Fields 131, 154–196 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  14. V. Lemaire, S. Menozzi, On some non asymptotic bounds for the Euler scheme. Electron. J. Probab. 15, 1645–1681 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  15. H.-L. Ngo, D. Taguchi, Strong rate of convergence for the Euler-Maruyama approximation of stochastic differential equations with irregular coefficients. Math. Comput. 85 (300), 1793–1819 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  16. D.W. Stroock, Diffusion semigroups corresponding to uniformly elliptic divergence form operators, in Séminaire de Probabilités, XXII (Springer, Berlin, 1988), pp. 316–347

    Google Scholar 

  17. D.W. Stroock, R.S. Varadhan, in Multidimensional Diffusion Processes. Die Grundlehren der Mathematischen Wissenschaften (Springer, Berlin/Heidelberg/New York, 1979)

    Google Scholar 

  18. B.L. Yan, The Euler scheme with irregular coefficients. Ann. Probab. 30 (3), 1172–1194 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  19. T. Yamada, S. Watanabe, On the uniqueness of solutions of stochastic differential equations. J. Math. Kyoto Univ. 11, 155–167 (1971)

    MathSciNet  MATH  Google Scholar 

  20. A.K. Zvonkin, A transformation of the phase space of a diffusion process that removes the drift. Math. USSR Sb. 22, 129–148 (1974)

    Article  MathSciNet  MATH  Google Scholar 

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Acknowledgements

The author is very grateful to Professor Arturo Kohatsu-Higa for his supports and fruitful discussions. The author would also like to thank Hideyuki Tanaka and Takahiro Tsuchiya for their useful advices. The author would like to express my thanks to Professor Toshio Yamada for his encouragement and comments. The author also thanks the referees for their comments which helped to improve the paper.

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Correspondence to Dai Taguchi .

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Taguchi, D. (2016). Stability Problem for One-Dimensional Stochastic Differential Equations with Discontinuous Drift. In: Donati-Martin, C., Lejay, A., Rouault, A. (eds) Séminaire de Probabilités XLVIII. Lecture Notes in Mathematics(), vol 2168. Springer, Cham. https://doi.org/10.1007/978-3-319-44465-9_4

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