The Heston Stochastic-Local Volatility Model: Ecient
ANTHONIE W. VAN DER STOEP, Lech A. Grzelak, Cornelis W. Oosterlee
Abstract
ANTHONIE W. VAN DER STOEP, Lech A. Grzelak, Cornelis W. Oosterlee
Abstract
In this article we propose an ecient Monte Carlo scheme for simulating the stochastic volatility model of Heston [14] enhanced by a non-parametric local volatility component. This hybrid model combines the main advantages of the Heston model and the local volatility model introduced by Dupire [8] and Derman & Kani [7]. In particular, the additional local volatility component acts as a “compensator” that bridges the mismatch between the non-perfectly calibrated Heston model and the market quotes for European-type options. By means of numerical experiments we show that our scheme enables a consistent and fast pricing of products that are sensitive to the forward volatility skew. Detailed error analysis is also provided.
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In this article we propose an ecient Monte Carlo scheme for simulating the stochastic volatility model of Heston [14] enhanced by a non-parametric local volatility component. This hybrid model combines the main advantages of the Heston model and the local volatility model introduced by Dupire [8] and Derman & Kani [7]. In particular, the additional local volatility component acts as a “compensator” that bridges the mismatch between the non-perfectly calibrated Heston model and the market quotes for European-type options. By means of numerical experiments we show that our scheme enables a consistent and fast pricing of products that are sensitive to the forward volatility skew. Detailed error analysis is also provided.
Key concepts: Heston model, Local volatility, Stochastic volatility, Skew, Implied volatility, Econometrics, Volatility (finance), SABR volatility model