Markovian Projection Onto a Heston Model
In this article, we develop a systematic approach to the reduction of dimensionality of smile-enabled models by projecting them onto a displaced version of the two-dimensional Heston process. The projection is the key for deriving efficient, analytical approximations to European option prices in such models. This is a further development of the method of Markovian projection previously used for projecting on the displaced-diffusion process (with skew but without smile). The method is derived in a generic form and has a wide range of suitable applications. Examples for spread and basket options are given.
Authors: A. Antonov, T. Misirpashaev, and V. Piterbarg
In this article, we develop a systematic approach to the reduction of dimensionality of smile-enabled models by projecting them onto a displaced version of the two-dimensional Heston process. The projection is the key for deriving efficient, analytical approximations to European option prices in such models. This is a further development of the method of Markovian projection previously used for projecting on the displaced-diffusion process (with skew but without smile). The method is derived in a generic form and has a wide range of suitable applications. Examples for spread and basket options are given.
Authors: A. Antonov, T. Misirpashaev, and V. Piterbarg
Authors
Dr. Vladimir Piterbarg
Dr. Piterbarg is a Managing Director and the Head of Quantitative Analytics at Barclays Capital. Before joining Barclays Capital in March 2005, he was a co-head of quantitative research for Bank of America, where he had worked for 8 years. Vladimir Piterbarg’s main areas of expertise are the modelling of exotic interest rate and hybrid derivatives.
Among his many published papers, Dr. Piterbarg authored "Stochastic volatility model with time-dependent skew," (Applied Mathematical Finance, 12(2): 147-185, June 2005), which introduced stochastic volatility to the LIBOR market model. He was named Quant of the Year 2006 by Risk Magazine, was the Associate Editor of the Journal of Computational Finance, and was Co-Editor (along with Leif B.G. Andersen) of the Interest Rate Modeling section for the Encyclopedia of Quantitative Finance.
Dr. Piterbarg holds a Ph.D. in Mathematics (Stochastic Calculus) from University of Southern California.
Dr. Alexandre Antonov
Dr. Antonov received his PhD degree from the Landau Institute for Theoretical Physics in 1997 and joined Numerix in 1998, where he currently works as a Senior Vice President of Quantitative Research. His activity is concentrated on modeling and numerical methods for interest rates, cross currency, hybrid, credit and CVA. Dr. Antonov is a published author for multiple publications in mathematical finance, including RISK magazine and a frequent speaker at financial conferences.
