一个具有细峰特征、波动微笑和分析可追溯性的期权定价跳跃扩散模型

S. Kou
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引用次数: 73

摘要

布朗运动和正态分布被广泛应用于期权定价和资产收益的研究。尽管基于布朗运动和正态分布的Black-Scholes-Merton模型取得了成功,但最近在许多实证研究中出现了两个难题,引起了人们的广泛关注:1)细峰和不对称特征;2)波动微笑。人们对修正布莱克-斯科尔斯模型来解释这两个难题进行了大量的研究。为了结合细峰和不对称特征,提出了各种模型。本文提出了一个新的模型,该模型具有以下三个性质:1)它具有细峰和不对称特征,在此模型下,资产收益分布比正态分布具有更高的峰值和两条更重的尾部,特别是左尾部;2)对许多期权定价问题,包括:看涨期权、看跌期权和期货期权,给出了分析解决方案;利率衍生品,如附注、上限和债券期权;另类期权,如永久美式期权、障碍期权和回溯期权;3)再现“波动微笑”。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A jump diffusion model for option pricing with three properties: leptokurtic feature, volatility smile, and analytical tractability
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".
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