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Function Spaces and Capacity Related to a Sublinear Expectation: Application to G-Brownian Motion Paths

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In this paper we give some basic and important properties of several typical Banach spaces of functions of G-Brownian motion paths induced by a sublinear expectation—G-expectation. Many results can be also applied to more general situations. A generalized version of Kolmogorov’s criterion for continuous modification of a stochastic process is also obtained. The results can be applied in continuous time dynamic and coherent risk measures in finance, in particular for path-dependence risky positions under situations of volatility model uncertainty.

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References

  1. Artzner, P., Delbaen, F., Eber, J.-M., Heath, D.: Coherent measures of risk. Math. Financ. 9(3), 203–228 (1999)

    Article  MATH  MathSciNet  Google Scholar 

  2. Avellaneda, M., Levy, A., Paras, A.: Pricing and hedging derivative securities in markets with uncertain volatilities. Appl. Math. Financ. 2, 73–88 (1995)

    Article  Google Scholar 

  3. Bogachev, V.I.: Gaussian Measures. In: Mathematical Surveys and Monographs, vol. 62. AMS, Providence (1998)

    Google Scholar 

  4. Chen, Z., Epstein, L.: Ambiguity, risk and asset returns in continuous time. Econometrica 70(4), 1403–1443 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  5. Choquet, G.: Theory of capacities. Ann. Inst. Fourier 5, 131–295 (1955)

    MathSciNet  Google Scholar 

  6. Crandall, M., Ishii, H., Lions, P.-L.: User’s guide to viscosity solutions of second order partial differential equations. Bull. Am. Math. Soc. 27(1), 1–67 (1992)

    Article  MATH  MathSciNet  Google Scholar 

  7. Delbaen, F.: Representing martingale measures when asset prices are continuous and bounded. Math. Financ. 2(2), 107–130 (1992)

    Article  MATH  Google Scholar 

  8. Delbaen, F.: Coherent measures of risk on general probability space. In: Sandmann, K., Schonbucher, P.J. (eds.) Advances in Finance and Stochastics, Essays in Honor of Dieter Sondermann, pp. 1–37. Springer Verlag, Berlin (2002)

  9. Delbaen, F., Peng, S., Rosazza Gianin, E.: Representation of the penalty term of dynamic concave utilities. Finance Stoch. (2009). doi:10.1007/s00780-009-0119-7

    Google Scholar 

  10. Dellacherie, C.: Capacités et Processus Stochastiques. Springer Verlag, Berlin (1972)

    MATH  Google Scholar 

  11. Denis, L., Martini, C.: A theorical framework for the pricing of continent claims in the presence of model uncertainty. Ann. Appl. Probab. 16(2), 827–852 (2006)

    Article  MATH  MathSciNet  Google Scholar 

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

    Article  MATH  Google Scholar 

  13. Feyel, D., De La Pradelle, A.: Espaces de Sobolev Gaussiens. Ann. Inst. Fourier 39–4, 875–908 (1989)

    Google Scholar 

  14. Föllmer, H., Schied, A.: Convex measures of risk and trading constraints. Finance Stoch. 6(4), 429–447 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  15. Frittelli, M., Rosazza Gianin, E.: Putting order in risk measures. J. Bank. Financ. 26(7), 1473–1486 (2002)

    Article  Google Scholar 

  16. Huber, P., Strassen, V.: Minimax tests and the Neyman–Pearson Lemma for capacity. Ann. Stat. 1(2), 252–263 (1973)

    Article  MathSciNet  Google Scholar 

  17. Lyons, T.J.: Uncertain volatility and the risk-free synthesis of derivatives. J. Appl. Finance 2, 117–133 (1995)

    Article  Google Scholar 

  18. Peng, S.: Backward SDE and related g-expectations. Backward stochastic differential equations. In: El Karoui N., Mazliak, L. (eds.) Pitman Res. Notes Math. Ser., vol. 364, pp. 141–159. Longman Harlow (1997)

  19. Peng, S.: Filtration consistent nonlinear expectations and evaluations of contingent claims. Acta Math. Appl. Sin., English Series, vol. 20(2), pp. 1–24. Springer (2004)

  20. Peng, S.: Nonlinear expectations and nonlinear Markov chains. Chin. Ann. Math., Ser. B 26(2), 159–184 (2005)

    Article  MATH  Google Scholar 

  21. Peng, S.: G-Expectation, G-Brownian motion and related stochastic calculus of Itô’s type. In: Benth et al. (eds.) Stochastic Analysis and Applications, The Able Symposium 2005, Abel Symposia 2, pp. 541–567 (2007)

  22. Peng, S.: Multi-dimensional G-Brownian motion and related stochastic calculus under G-expectation. Stoch. Process. their Appl. 118, 2223–2253 (2008)

    Article  MATH  Google Scholar 

  23. Peng, S.: G-Brownian motion and dynamic risk measure under volatility uncertainty. Lecture Notes. (http://arxiv.org/PS_cache/arxiv/pdf/0711/0711.2834v1.pdf)(2007)

  24. Rosazza Gianin, E.: Some examples of risk measures via g–expectations. Insur. Math. Econ. 39, 19–34 (2006)

    Article  MATH  MathSciNet  Google Scholar 

  25. Revuz, D., Yor, M.: Continuous Martingale and Brownian Motion. Springer Verlag, Berlin-Heidelberg-New York (1994)

  26. Wang, L.: On the regularity of fully nonlinear parabolic equations: II. Commun. Pure Appl. Math. 45, 141–178 (1992)

    Article  MATH  Google Scholar 

  27. Yan, J.A.: On the commutability of essential infimum and conditional expectation operators. Chin. Sci. Bull. 30(8), 1013–1018 (1985)

    MATH  Google Scholar 

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Correspondence to Mingshang Hu.

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Denis, L., Hu, M. & Peng, S. Function Spaces and Capacity Related to a Sublinear Expectation: Application to G-Brownian Motion Paths. Potential Anal 34, 139–161 (2011). https://doi.org/10.1007/s11118-010-9185-x

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