Smile Asymptotics II: Models with Known Moment Generating Functions

Author:

Benaim Shalom,Friz Peter

Abstract

The tail of risk neutral returns can be related explicitly with the wing behaviour of the Black-Scholes implied volatility smile. In situations where precise tail asymptotics are unknown but a moment generating function is available we establish, under easy-to-check Tauberian conditions, tail asymptotics on logarithmic scales. Such asymptotics are enough to make the tail-wing formula (see Benaim and Friz (2008)) work and so we obtain, under generic conditions, a limiting slope when plotting the square of the implied volatility against the log strike, improving a lim sup statement obtained earlier by Lee (2004). We apply these results to time-changed exponential Lévy models and examine several popular models in more detail, both analytically and numerically.

Publisher

Cambridge University Press (CUP)

Subject

Statistics, Probability and Uncertainty,General Mathematics,Statistics and Probability

Reference12 articles.

1. Nakagawa K. (2006). Application of Tauberian theorem to the exponential decay of the tail probability of a random variable. Available at http//:arxiv.org/abs/math/0602569.

2. Benaim S. and Friz P. K. (2008). Regular variation and smile asymptotics. To appear in Math. Finance.

3. THE MOMENT FORMULA FOR IMPLIED VOLATILITY AT EXTREME STRIKES

4. Andersen L. B. G. and Piterbarg V. V. (2005). Moment explosions in stochastic volatility models. Preprint. Available at http://ssrn.com/abstract=559481.

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