Abstract
The second order BSDE, or say BSDE under nonlinear expectation, can be viewed as a Sobolev type of solutions to path dependent HJB equations. Unlike the pathwise approach for the viscosity theory in the previous chapter, in this chapter the main tool is the quasi-sure stochastic analysis. An application in an uncertain volatility model is also presented.
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References
Bichteler, K.: Stochastic integration and L p-theory of semimartingales. Ann. Probab. 9(1), 49–89 (1981)
Cheridito, P., Soner, H.M., Touzi, N., Victoir, N.: Second-order backward stochastic differential equations and fully nonlinear parabolic PDEs. Commun. Pure Appl. Math. 60(7), 1081–1110 (2007)
Cohen, S.N.: Quasi-sure analysis, aggregation and dual representations of sublinear expectations in general spaces. Electron. J. Probab. 17(62), 15 pp. (2012)
Cvitanic, J., Possamai, D., Touzi, N.: Moral hazard in dynamic risk management. Manage. Sci. (accepted). arXiv:1406.5852
Cvitanic, J., Possamai, D., Touzi, N.: Dynamic programming approach to principal-agent problems. Finance Stochastics (accepted). arXiv:1510.07111
Denis, L., Hu, M., Peng, S.: Function spaces and capacity related to a sublinear expectation: application to G-Brownian motion paths. Potential Anal. 34(2), 139–161 (2011)
Denis, L., Kervarec, M.: Optimal investment under model uncertainty in nondominated models. SIAM J. Control Optim. 51(3), 1803–1822 (2013)
Denis, L., Martini, C.: A theoretical framework for the pricing of contingent claims in the presence of model uncertainty. Ann. Appl. Probab. 16(2), 827–852 (2006)
Drapeau, S., Heyne, G., Kupper, M.: Minimal supersolutions of BSDEs under volatility uncertainty. Stochastic Process. Appl. 125(8), 2895–2909 (2015)
Epstein, L.G., Ji, S.: Ambiguous volatility and asset pricing in continuous time. Rev. Financ. Stud. 26, 1740–1786 (2013)
Epstein, L.G., Ji, S.: Ambiguous volatility, possibility and utility in continuous time. J. Math. Econ. 50, 269–282 (2014)
Follmer, H.: Calcul d’Itô sans probabilites (French). In: Seminar on Probability, XV (Univ. Strasbourg, Strasbourg, 1979/1980) (French). Lecture Notes in Mathematics, vol. 850, pp. 143–150. Springer, Berlin (1981)
Friz, P.K., Hairer, M.: A Course on Rough Paths. With an Introduction to Regularity Structures. Universitext, xiv + 251 pp. Springer, Cham (2014)
Hu, M., Ji, S., Peng, S., Song, Y.: Backward stochastic differential equations driven by G-Brownian motion. Stoch. Process. Appl. 124(1), 759–784 (2014)
Karatzas, I., Shreve, S.E.: Methods of Mathematical Finance. Applications of Mathematics (New York), vol. 39, xvi + 407 pp. Springer, New York (1998)
Karandikar, R.L.: On pathwise stochastic integration. Stoch. Process. Appl. 57(1), 11–18 (1995)
Kharroubi, I., Pham, H.: Feynman-Kac representation for Hamilton-Jacobi-Bellman IPDE. Ann. Probab. 43(4), 1823–1865 (2015)
Lin, Y.: A new existence result for second-order BSDEs with quadratic growth and their applications. Stochastics 88(1), 128–146 (2016)
Matoussi, A., Possamai, D., Zhou, C.: Second order reflected backward stochastic differential equations. Ann. Appl. Probab. 23(6), 2420–2457 (2013)
Matoussi, A., Possamai, D., Zhou, C.: Robust utility maximization in nondominated models with 2BSDE: the uncertain volatility model. Math. Financ. 25(2), 258–287 (2015)
Nutz, M.: Pathwise construction of stochastic integrals. Electron. Commun. Probab. 17(24), 7 pp. (2012)
Nutz, M.: A quasi-sure approach to the control of non-Markovian stochastic differential equations. Electron. J. Probab. 17(23), 23 pp. (2012)
Nutz, M., Soner, H.M.: Superhedging and dynamic risk measures under volatility uncertainty. SIAM J. Control Optim. 50(4), 2065–2089 (2012)
Nutz, M., van Handel, R.: Constructing sublinear expectations on path space. Stoch. Process. Appl. 123(8), 3100–3121 (2013)
Peng, S., Song, Y., Zhang, J.: A complete representation theorem for G-martingales. Stochastics 86(4), 609–631 (2014)
Possamai, D., Zhou, C.: Second order backward stochastic differential equations with quadratic growth. Stoch. Process. Appl. 123(10), 3770–3799 (2013)
Possamai, D., Tan, X.: Weak approximation of second-order BSDEs. Ann. Appl. Probab. 25(5), 2535–2562 (2015)
Possamai, D., Tan, X., Zhou, C.: Stochastic control for a class of nonlinear kernels and applications. Ann. Probab. (accepted). arXiv:1510.08439
Soner, H.M., Touzi, N., Zhang, J.: Martingale representation theorem for the G-expectation. Stoch. Process. Appl. 121(2), 265–287 (2011)
Soner, H.M., Touzi, N., Zhang, J.: Quasi-sure stochastic analysis through aggregation. Electron. J. Probab. 16(67), 1844–1879 (2011)
Soner, H.M., Touzi, N., Zhang, J.: Dual formulation of second order target problems. Ann. Appl. Probab. 23(1), 308–347 (2013)
Song, Y.: Some properties on G-evaluation and its applications to G-martingale decomposition. Sci. China Math. 54(2), 287–300 (2011)
Song, Y.: Uniqueness of the representation for G-martingales with finite variation. Electron. J. Probab. 17(24), 15 pp. (2012)
Stroock, D.W., Varadhan, S.R.S.: Multidimensional Diffusion Processes. Reprint of the 1997 edition. Classics in Mathematics, xii + 338 pp. Springer, Berlin (2006)
Sung, J.: Optimal contracting under mean-volatility ambiguity uncertainties: an alternative perspective on managerial compensation (2015). Preprint papers.ssrn.com
Tan, X.: Discrete-time probabilistic approximation of path-dependent stochastic control problems. Ann. Appl. Probab. 24(5), 1803–1834 (2014)
Touzi, N.: Second order backward SDEs, fully nonlinear PDEs, and applications in finance. Proceedings of the International Congress of Mathematicians, vol. IV, pp. 3132–3150. Hindustan Book Agency, New Delhi (2010)
Wang, L.: On the regularity theory of fully nonlinear parabolic equations. I. Commun. Pure Appl. Math. 45(1), 27–76 (1992)
Wang, L.: On the regularity theory of fully nonlinear parabolic equations. III. Commun. Pure Appl. Math. 45(3), 255–262 (1992)
Xu, J., Zhang, B.: Martingale characterization of G-Brownian motion. Stoch. Process. Appl. 119(1), 232–248 (2009)
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Zhang, J. (2017). Second Order BSDEs. In: Backward Stochastic Differential Equations. Probability Theory and Stochastic Modelling, vol 86. Springer, New York, NY. https://doi.org/10.1007/978-1-4939-7256-2_12
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DOI: https://doi.org/10.1007/978-1-4939-7256-2_12
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