Pricing window barrier options with a hybrid stochastic-local volatility model

In this paper, we present our research on pricing window barrier options under a hybrid stochastic-local volatility (SLV) model in the foreign exchange (FX) market. Due to the hybrid effect of the local volatility and stochastic volatility components of the model, the SLV model can reproduce the market implied volatility surface, and can improve the pricing accuracy for exotic options at the same time. In this paper, numerical techniques such as Monte Carlo and finite difference methods for standard exotic barrier options under the SLV model are extended to pricing window barrier options and numerical results produced by the SLV model are used to examine the performance and accuracy of the model for pricing window barrier options.

[1]  Emmanuel Gobet,et al.  Advanced Monte Carlo Methods for Barrier and Related Exotic Options , 2008 .

[2]  Fima C. Klebaner Option Price When the Stock is a Semimartingale , 2002 .

[3]  K. Hamza,et al.  Calibrating and Pricing with a Stochastic-Local Volatility Model , 2015, The Journal of Derivatives.

[4]  Frédéric Abergel,et al.  Non-parametric model calibration in finance , 2011 .

[5]  D. Dijk,et al.  A comparison of biased simulation schemes for stochastic volatility models , 2008 .

[6]  Frédéric Abergel,et al.  A nonlinear partial integro-differential equation from mathematical finance , 2010 .

[7]  Shinzo Watanabe,et al.  On the uniqueness of solutions of stochastic difierential equations , 1971 .

[8]  Jacques-Louis Lions,et al.  Handbook of numerical analysis (volume VIII) , 2002 .

[9]  Luca Faust Foreign Exchange Option Pricing A Practitioners Guide , 2016 .

[10]  P. Feehan,et al.  Stochastic representation of solutions to degenerate elliptic and parabolic boundary value and obstacle problems with Dirichlet boundary conditions , 2012, 1204.1317.

[11]  Carol Alexander,et al.  Stochastic Local Volatility , 2008 .

[12]  Mark Broadie,et al.  Exact Simulation of Stochastic Volatility and Other Affine Jump Diffusion Processes , 2006, Oper. Res..

[13]  Peter Carr Derivatives Pricing: The Classic Collection , 2004 .

[14]  P. G. Zhang Exotic Options: A Guide To Second Generation Options , 1996 .

[15]  Uwe Wystup,et al.  Foreign Exchange Risk: Models, Instruments and Strategies , 2002 .

[16]  D. Tavella Quantitative Methods in Derivatives Pricing: An Introduction to Computational Finance , 2002 .

[17]  Zili Zhu,et al.  A Fully Coupled Solution Algorithm for Pricing Options with Complex Barrier Structures , 2010, The Journal of Derivatives.

[18]  Antonio Castagna FX Options and Smile Risk , 2010 .

[19]  Guofu Zhou,et al.  On the Rate of Convergence of Discrete‐Time Contingent Claims , 2000 .

[20]  Bruno Dupire Pricing with a Smile , 1994 .

[21]  K. I. '. Hout,et al.  ADI finite difference schemes for option pricing in the Heston model with correlation , 2008, 0811.3427.

[22]  Paul Glasserman,et al.  Monte Carlo Methods in Financial Engineering , 2003 .

[23]  Curt Randall,et al.  Pricing Financial Instruments: The Finite Difference Method , 2000 .

[24]  Peter A. Forsyth,et al.  Convergence remedies for non-smooth payoffs in option pricing , 2003 .

[25]  Iain J. Clark Foreign Exchange Option Pricing: A Practitioner's Guide , 2011 .

[26]  David F. DeRosa Options on Foreign Exchange: DeRosa/Options , 2011 .

[27]  Yu Tian The Hybrid Stochastic-Local Volatility Model with Applications in Pricing FX Options , 2013 .

[28]  David F. DeRosa Options on Foreign Exchange , 1992 .

[29]  I. Gyöngy Mimicking the one-dimensional marginal distributions of processes having an ito differential , 1986 .

[30]  T. Kluge Pricing derivatives in stochastic volatility models using the finite difference method , 2002 .

[31]  Toshio Yamada On the uniqueness of solutions of stochastic differential equations with reflecting barrier conditions , 1976 .

[32]  Thomas Mazzoni A functional approach to pricing complex barrier options , 2014 .

[33]  Anja Walter,et al.  Introduction To Stochastic Calculus With Applications , 2016 .

[34]  Grant F. Armstrong Valuation formulae for window barrier options , 2001 .

[35]  Alan L. Lewis Option Valuation Under Stochastic Volatility: With Mathematica Code , 2000 .

[36]  D. Duffy Finite Difference Methods in Financial Engineering: A Partial Differential Equation Approach , 2006 .