Perturbative Expansion of FBSDE in an Incomplete Market with Stochastic Volatility

In this work, we apply our newly proposed perturbative expansion technique to a quadratic growth FBSDE appearing in an incomplete market with stochastic volatility that is not perfectly hedgeable. By combining standard asymptotic expansion technique for the underlying volatility process, we derive explicit expression for the solution of the FBSDE up to the third order of volatility-of-volatility for its level, and the fourth order for its diffusion part that can be directly translated into the optimal investment strategy. We compare our approximation with the exact solution, which is known to be derived by the Cole-Hopf transformation in this popular setup. The result is very encouraging and shows good accuracy of the approximation up to quite long maturities. Since our new methodology can be extended straightforwardly to multi-dimensional setups, we expect it will open real possibilities to obtain explicit optimal portfolios or hedging strategies under realistic assumptions.

[1]  P. Imkeller,et al.  Utility maximization in incomplete markets , 2005, math/0508448.

[2]  A BSDE Approach to Counterparty Risk under Funding Constraints , 2011 .

[3]  Akihiko Takahashi An Asymptotic Expansion Approach to Pricing Financial Contingent Claims , 1999 .

[4]  R. Carmona Indifference Pricing: Theory and Applications , 2008 .

[5]  D. Duffie,et al.  Swap Rates and Credit Quality , 1996 .

[6]  Pricing barrier and average options in a stochastic volatility environment. , 2011 .

[7]  Akihiko Takahashi,et al.  Perturbative Expansion Technique for Non-Linear FBSDEs With Interacting Particle Method , 2012, 1204.2638.

[8]  Akihiko Takahashi,et al.  A General Computation Scheme for a High-Order Asymptotic Expansion Method , 2012 .

[9]  Hai-ping Shi Backward stochastic differential equations in finance , 2010 .

[10]  Akihiko Takahashi,et al.  On validity of the asymptotic expansion approach in contingent claim analysis , 2003 .

[11]  Thaleia Zariphopoulou,et al.  A solution approach to valuation with unhedgeable risks , 2001, Finance Stochastics.

[12]  J. Ma,et al.  Forward-Backward Stochastic Differential Equations and their Applications , 2007 .

[13]  S. Peng,et al.  Adapted solution of a backward stochastic differential equation , 1990 .

[14]  Derivative Pricing under Asymmetric and Imperfect Collateralization and CVA , 2011, 1101.5849.

[15]  N. Yoshida,et al.  An Asymptotic Expansion Scheme for Optimal Investment Problems , 2004 .

[16]  Costis Skiadas,et al.  Dynamic Portfolio Choice and Risk Aversion , 2007 .

[17]  J. Bismut Conjugate convex functions in optimal stochastic control , 1973 .

[18]  Christian Kahl,et al.  Fast strong approximation Monte Carlo schemes for stochastic volatility models , 2006 .

[19]  Akihiko Takahashi,et al.  ANALYTICAL APPROXIMATION FOR NON-LINEAR FBSDEs WITH PERTURBATION SCHEME , 2011, 1106.0123.

[20]  Akihiko Takahashi,et al.  Pricing Barrier and Average Options Under Stochastic Volatility Environment , 2009 .

[21]  P. Imkeller,et al.  Forward-backward systems for expected utility maximization , 2011, 1110.2713.