Stochastic Spot/Volatility Correlation in Stochastic Volatility Models and Barrier Option Pricing

Mark Higgins

Papers from arXiv.org

Abstract: Most models for barrier pricing are designed to let a market maker tune the model-implied covariance between moves in the asset spot price and moves in the implied volatility skew. This is often implemented with a local volatility/stochastic volatility mixture model, where the mixture parameter tunes that covariance. This paper defines an alternate model where the spot/volatility correlation is a separate mean-reverting stochastic variable which is itself correlated with spot. We also develop an efficient approximation for barrier option and one touch pricing in the model based on semi-static vega replication and compare it with Monte Carlo pricing. The approximation works well in markets where the risk neutral drift is modest.

Date: 2014-04
New Economics Papers: this item is included in nep-fmk
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