Skip to main content
Log in

Jump-Filtration Consistent Nonlinear Expectations with \({\mathbb {L}^{p}}\) Domains

  • Published:
Applied Mathematics & Optimization Submit manuscript

Abstract

Given \(p \in (1,2]\), the wellposedness of backward stochastic differential equations with jumps (BSDEJs) in \(\mathbb {L}^p\) sense gives rise to a so-called g-expectation with \(\mathbb {L}^p\) domain under the jump filtration (the one generated by a Brownian motion and a Poisson random measure). In this paper, we extend such a g-expectation to a nonlinear expectation \(\mathcal{E}\) with \(\mathbb {L}^p\) domain that is consistent with the jump filtration. We study the basic (martingale) properties of the jump-filtration consistent nonlinear expectation \(\mathcal{E}\) and show that under certain domination condition, the nonlinear expectation \(\mathcal{E}\) can be represented by some g-expectation.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Artzner, P., Delbaen, F., Eber, J., Heath, D.: Coherent measures of risk. Math. Financ. 9, 203–228 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  2. Bao, X., Tang, S.: Axiomatic Characteristics for Solutions of Reflected Backward Stochastic Differential Equations, in Control Theory and Related Topics. World Scientific, Hackensack (2007)

    MATH  Google Scholar 

  3. Bayraktar, E., Karatzas, I., Yao, S.: Optimal stopping for dynamic convex risk measures. Ill. J. Math. 54, 1025–1067 (2010)

    MathSciNet  MATH  Google Scholar 

  4. Bismut, J.-M.: Conjugate convex functions in optimal stochastic control. J. Math. Anal. Appl. 44, 384–404 (1973)

    Article  MathSciNet  MATH  Google Scholar 

  5. Briand, P., Coquet, F., Hu, Y., Mémin, J., Peng, S.: A converse comparison theorem for BSDEs and related properties of g-expectation. Electr. Commun. Probab. 5, 101–117 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  6. Chen, Z., Peng, S.: Continuous properties of \(g\)-martingales. Chin. Ann. Math. Ser. B 22, 115–128 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  7. Cohen, S.N.: Representing filtration consistent nonlinear expectations as \(g\)-expectations in general probability spaces. Stoch. Process. Appl. 122, 1601–1626 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  8. Cohen, S.N., Elliott, R.J.: A general theory of finite state backward stochastic difference equations. Stoch. Process. Appl. 120, 442–466 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  9. Cohen, S.N., Elliott, R.J.: Backward stochastic difference equations and nearly time-consistent nonlinear expectations. SIAM J. Control Optim. 49, 125–139 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  10. Coquet, F., Hu, Y., Mémin, J., Peng, S.: Filtration-consistent nonlinear expectations and related \(g\)-expectations. Probab. Theory Relat. Fields 123, 1–27 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  11. Cvitanić, J., Karatzas, I., Soner, H.M.: Backward stochastic differential equations with constraints on the gains-process. Ann. Probab. 26, 1522–1551 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  12. Delbaen, F., Peng, S., Gianin, E.R.: Representation of the penalty term of dynamic concave utilities. Financ. Stoch. 14, 449–472 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  13. Dellacherie, C., Meyer, P.A., Probabilités et potentiel, Hermann, Paris, : Chapitres I à IV, Édition entièrement refondue, Publications de l’Institut de Mathématique de l’Université de Strasbourg, p. 1372. No, XV, Actualités Scientifiques et Industrielles, No (1975)

  14. Dellacherie, C., Meyer, P.A.: Probabilities and Potential. Theory of Martingales B, of North-Holland Mathematics Studies, vol. 72 . North-Holland Publishing Co., Amsterdam. Translated from the French by J. P, Wilson (1982)

  15. Denk, R., Kuppery, M., Nendelz, M.: Kolmogorov type and general extension results for nonlinear expectations, (2015). https://arxiv.org/abs/1511.08726

  16. El Karoui, N., Peng, S., Quenez, M.C.: Backward stochastic differential equations in finance. Math. Financ. 7, 1–71 (1997)

    Article  MathSciNet  MATH  Google Scholar 

  17. Föllmer, H., Schied, A.: Convex measures of risk and trading constraints. Financ. Stoch. 6, 429–447 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  18. Hu, Y., Ma, J., Peng, S., Yao, S.: Representation theorems for quadratic \({\cal{F}}\)-consistent nonlinear expectations. Stoch. Process. Appl. 118, 1518–1551 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  19. Ikeda, N., Watanabe, S.: Stochastic Differential Equations and Diffusion Processes. North-Holland Mathematical Library, North-Holland Publishing Co., Amsterdam (1981)

    MATH  Google Scholar 

  20. Jacod, J., Shiryaev, A.N.: Limit Theorems for Stochastic Processes, 2nd edn. Springer, New York (2003)

    Book  MATH  Google Scholar 

  21. Karatzas, I., Shreve, S.E.: Brownian Motion and Stochastic Calculus. Graduate Texts in Mathematics, vol. 113, 2nd edn. Springer, New York (1991)

    MATH  Google Scholar 

  22. Kazi-Tani, N., Possamaï, D., Zhou, C.: Quadratic BSDEs with jumps: related nonlinear expectations. Stoch. Dyn. 16, 1650012 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  23. Kruse, T., Popier, A.: BSDEs with monotone generator driven by Brownian and Poisson noises in a general filtration. Stochastics 88, 491–539 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  24. T. Kruse and A. Popier, \({L}^p\) -solution for BSDEs with jumps in the case \(p < 2\): Corrections to the paper BSDEs with monotone generator driven by Brownian and Poisson noises in a general filtration, Stochastics, (2017), pp. 1–29

  25. Ma, J., Yao, S.: On quadratic \(g\)-evaluations/expectations and related analysis. Stoch. Anal. Appl. 28, 711–734 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  26. Papapantoleon, A., Possamaï, D., Saplaouras, A.: Existence and uniqueness results for BSDEs with jumps: the whole nine yards. (2016). http://www.arxiv.org/abs/1607.04214

  27. Pardoux, É., Peng, S.G.: Adapted solution of a backward stochastic differential equation. Syst. Control Lett. 14, 55–61 (1990)

    Article  MathSciNet  MATH  Google Scholar 

  28. Peng, S.: Backward SDE and Related \(g\)-Expectation. Pitman Research Notes in Mathematics Series. Longman, Harlow (1997)

    Google Scholar 

  29. Peng, S.: Dynamical evaluations. C. R. Math. Acad. Sci. Paris 339, 585–589 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  30. Peng, S.: Filtration consistent nonlinear expectations and evaluations of contingent claims. Acta Math. Appl. Sin. Engl. Ser. 20, 191–214 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  31. Peng, S.: Nonlinear Expectations, Nonlinear Evaluations and Risk Measures. Lecture Notes in Mathematics. Springer, Berlin (2004)

    Google Scholar 

  32. Peng, S.: Nonlinear expectations and nonlinear Markov chains. Chin. Ann. Math. Ser. B 26, 159–184 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  33. Peng, S.: The pricing mechanism of contingent claims and its generating function, (2012). https://www.arxiv.org/abs/1211.6525

  34. Protter, P.: Stochastic integration and differential equations. Applications of Mathematics (New York). Springer, Berlin (1990). A new approach

    Google Scholar 

  35. Quenez, M.-C., Sulem, A.: BSDEs with jumps, optimization and applications to dynamic risk measures. Stoch. Process. Appl. 123, 3328–3357 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  36. Rosazza, E.: Gianin, risk measures via \(g\)-expectations. Insur. Math. Econ. 39, 19–34 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  37. Royer, M.: Backward stochastic differential equations with jumps and related non-linear expectations. Stoch. Process. Appl. 116, 1358–1376 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  38. Tang, S., Wei, W.: Representation of dynamic time-consistent convex risk measures with jumps. Risk Decis. Anal. 3, 167–190 (2012)

    Google Scholar 

  39. Tang, S.J., Li, X.J.: Necessary conditions for optimal control of stochastic systems with random jumps. SIAM J. Control Optim. 32, 1447–1475 (1994)

    Article  MathSciNet  MATH  Google Scholar 

  40. Yao, S.: On \(g-\)expectations with \({{\mathbb{L}}^p} \) domains under jump filtration, (2016). http://www.papers.ssrn.com/sol3/papers.cfm?abstract_id=2806676

  41. Yao, S.: \(L^p\) solutions of backward stochastic differential equations with jumps. In: Stochastic Processes and their Applications, (2017). http://arxiv.org/abs/1007.2226

  42. Zheng, S., Li, S.: On the representation for dynamically consistent nonlinear evaluations: uniformly continuous case. J. Theor. Probab. 5, 1–40 (2015)

    Google Scholar 

  43. Zheng, S., Li, S.: Representation for filtration-consistent nonlinear expectations under a general domination condition. arXiv preprint arXiv:1502.01620 (2015)

  44. Zong, Z., Hu, F.: BSDEs under filtration-consistent nonlinear expectations and the corresponding decomposition theorem for \({\cal{E}}\)-supermartingales in \(L^p\). Rocky MT. J. Math. 43, 677–695 (2013)

    Article  MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Song Yao.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Liu, J., Yao, S. Jump-Filtration Consistent Nonlinear Expectations with \({\mathbb {L}^{p}}\) Domains. Appl Math Optim 79, 87–129 (2019). https://doi.org/10.1007/s00245-017-9422-4

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00245-017-9422-4

Keywords

Mathematics Subject Classification

Navigation