Comparison results for stochastic volatility models via coupling

13 years 2 months ago
Comparison results for stochastic volatility models via coupling
The aim of this paper is to investigate the properties of stochastic volatility models, and to discuss to what extent, and with regard to which models, properties of the classical exponential Brownian motion model carry over to a stochastic volatility setting. The properties of the classical model of interest include the fact that the discounted stock price is positive for all t but converges to zero almost surely, the fact that it is a martingale but not a uniformly integrable martingale, and the fact that European option prices (with convex payoff functions) are convex in the initial stock price and increasing in volatility. We give examples of stochastic volatility models where these properties continue to hold, and other examples where they fail. The main tool is a construction of a time-homogeneous autonomous volatility model via a time change.
David Hobson
Added 25 Jan 2011
Updated 25 Jan 2011
Type Journal
Year 2010
Where FS
Authors David Hobson
Comments (0)