Papers
Topics
Authors
Recent
Search
2000 character limit reached

Pricing and hedging short-maturity Asian options in local volatility models

Published 29 Nov 2019 in q-fin.MF | (1911.12944v2)

Abstract: This paper discusses the short-maturity behavior of Asian option prices and hedging portfolios. We consider the risk-neutral valuation and the delta value of the Asian option having a H\"older continuous payoff function in a local volatility model. The main idea of this analysis is that the local volatility model can be approximated by a Gaussian process at short maturity $T.$ By combining this approximation argument with Malliavin calculus, we conclude that the short-maturity behaviors of Asian option prices and the delta values are approximately expressed as those of their European counterparts with volatility $$\sigma_{A}(T):=\sqrt{\frac{1}{T3}\int_0T\sigma2(t,S_0)(T-t)2\,dt}\,,$$ where $\sigma(\cdot,\cdot)$ is the local volatility function and $S_0$ is the initial value of the stock. In addition, we show that the convergence rate of the approximation is determined by the H\"older exponent of the payoff function. Finally, the short-maturity asymptotics of Asian call and put options are discussed from the viewpoint of the large deviation principle.

Definition Search Book Streamline Icon: https://streamlinehq.com
References (19)
  1. Leif Andersen. Option pricing with quadratic volatility: a revisit. Finance and Stochastics, 15(2):191–219, 2011.
  2. Eric Benhamou. An application of Malliavin calculus to continuous time Asian options greeks. Technical report, London School of Economics, 2000.
  3. Prices and sensitivities of Asian options: A survey. Insurance Mathematics and Economics, 42(1):189–211, 2008.
  4. Connecting discrete and continuous path-dependent options. Finance and Stochastics, 3(1):55–82, 1999.
  5. Amir Dembo. Large Deviations Techniques and Applications. Springer, New York, 2nd edition, 1998.
  6. Pricing continuous Asian options: A comparison of Monte Carlo and Laplace transform inversion methods. Journal of Computational Finance, 2(2):49–74, 1999.
  7. Asymptotics of implied volatility in local volatility models. Mathematical Finance, 22(4):591–620, 2012.
  8. Bessel processes, Asian options and perpetuities. Mathematical Finance, 3(4):349–375, 1993.
  9. Achim Klenke. Probability theory: a comprehensive course. Springer Science & Business Media, 2013.
  10. Vadim Linetsky. Spectral expansions for Asian (Average price) options. Operations Research, 52(6):856–867, 2004.
  11. David Nualart. The Malliavin Calculus and Related Topics. Springer series in statistics. Probability and its applications. Springer-Verlag, New York, 1995.
  12. Short maturity Asian options in local volatility models. SIAM Journal on Financial Mathematics, 7(1):947–992, 2016.
  13. Sensitivities of Asian options in the Black–Scholes model. International Journal of Theoretical and Applied Finance, 21(1), 2018.
  14. Short maturity Asian options for the CEV model. Probability in the Engineering and Informational Sciences, 33(2):258–290, 2019.
  15. Short maturity forward start Asian options in local volatility models. Applied Mathematical Finance, 26(3):187–221, 2019.
  16. Reduced-order models for the implied variance under local volatility. International Journal of Theoretical and Applied Finance, 17(8):1450053, 2014.
  17. Jan Vecer. Unified Asian pricing. Risk, 15(6):113–116, 2002.
  18. Paul Wilmott. Paul Wilmott on Quantitative Finance. John Wiley Sons Inc., Hoboken, NJ, 2nd edition, 2006.
  19. Backward stochastic differential equations. Springer, 2017.
Citations (1)

Summary

Paper to Video (Beta)

Whiteboard

No one has generated a whiteboard explanation for this paper yet.

Open Problems

We haven't generated a list of open problems mentioned in this paper yet.

Continue Learning

We haven't generated follow-up questions for this paper yet.

Collections

Sign up for free to add this paper to one or more collections.

Tweets

Sign up for free to view the 1 tweet with 0 likes about this paper.