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A jump diffusion model for option pricing with three properties: leptokurtic feature, volatility smile, and analytical tractability | IEEE Conference Publication | IEEE Xplore

A jump diffusion model for option pricing with three properties: leptokurtic feature, volatility smile, and analytical tractability


Abstract:

Brownian motion and normal distribution have been widely used to study option pricing and the return of assets. Despite the successes of the Black-Scholes-Merton model ba...Show More

Abstract:

Brownian motion and normal distribution have been widely used to study option pricing and the return of assets. Despite the successes of the Black-Scholes-Merton model based on Brownian motion and normal distribution, two puzzles which emerged from many empirical investigations, have had much attention recently: 1) the leptokurtic and asymmetric features; 2) the volatility smile. Much research has been conducted on modifying the Black-Scholes models to explain the two puzzles. To incorporate the leptokurtic and asymmetric features, a variety of models have been proposed. The article proposes a novel model which has three properties: 1) it has leptokurtic and asymmetric features, under which the return distribution of the assets has a higher peak and two heavier tails than the normal distribution, especially the left tail; 2) it leads to analytical solutions to many option pricing problems, including: call and put options, and options on futures; interest rate derivatives such as caplets, caps, and bond options; exotic options, such as perpetual American options, barrier and lookback options; 3) it can reproduce the "volatility smile".
Date of Conference: 28-28 March 2000
Date Added to IEEE Xplore: 06 August 2002
Print ISBN:0-7803-6429-5
Conference Location: New York, NY, USA

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