A Quasi-analytical Pricing Formula for Arithmetic Asian Options

Jianqiang Sun, Langnan Chen, Jian-cheng Sun
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Abstract

A quasi-analytical pricing method for arithmetic Asian option is presented based on an approximate relation between the geometric and arithmetic average of the log-normal random variables. With a generalized mean function, we use a Taylor expansion in terms of the geometric average value of the underlying assets to approximate the arithmetic average value. Hence, in pricing the arithmetic average Asian option, the density of the geometric average is used rather than that of the arithmetic average. In this way, the quasi-analytical formula for pricing arithmetic Asian option is derived. The accuracy of the method depends on the number of dates at which the asset prices are averaged when the maturity of the option is given, i.e. on the length of the interval between each two time points. The accuracy is desirable when the number is sufficiently large or the length of interval is sufficiently short.
算术亚洲期权的拟解析定价公式
基于对数正态随机变量的几何平均值与算术平均值之间的近似关系,提出了算术亚式期权的拟解析定价方法。对于广义均值函数,我们使用基础资产的几何平均值的泰勒展开式来近似算术平均值。因此,在为算术平均亚洲期权定价时,使用几何平均的密度而不是算术平均的密度。由此,导出了亚洲期权定价算法的拟解析公式。该方法的准确性取决于给定期权到期日时资产价格平均的日期数,即每两个时间点之间的间隔长度。当数字足够大或间隔长度足够短时,精度是理想的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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