Malliavin differentiability of the Heston volatility and applications to option pricing

Citation
Alòs, Elisa et Ewald, Christian-oliver, Malliavin differentiability of the Heston volatility and applications to option pricing, Advances in applied probability , 40(1), 2008, pp. 144-162
ISSN journal
00018678
Volume
40
Issue
1
Year of publication
2008
Pages
144 - 162
Database
ACNP
SICI code
Abstract
We prove that the Heston volatility is Malliavin differentiable under the classical Novikov condition and give an explicit expression for the derivative. This result guarantees the applicability of Malliavin calculus in the framework of the Heston stochastic volatility model. Furthermore, we derive conditions on the parameters which assure the existence of the second Malliavin derivative of the Heston volatility. This allows us to apply recent results of Alòs (2006) in order to derive approximate option pricing formulae in the context of the Heston model. Numerical results are given.