2013Unpublished venueRequires access

The Heston Stochastic-Local Volatility Model: Ecient

ANTHONIE W. VAN DER STOEP, Lech A. Grzelak, Cornelis W. Oosterlee

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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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What this paper is about

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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Available 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.

Key concepts: Heston model, Local volatility, Stochastic volatility, Skew, Implied volatility, Econometrics, Volatility (finance), SABR volatility model

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