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Error Analysis for Fourier Methods for Option Pricing

机译:期权定价傅里叶方法的误差分析

摘要

We provide a bound for the error committed when using a Fourier method to price European options when the underlying follows an exponential Levy dynamic. The price of the option is described by a partial integro-differential equation (PIDE). Applying a Fourier transformation to the PIDE yields an ordinary differential equation that can be solved analytically in terms of the characteristic exponent of the Levy process. Then, a numerical inverse Fourier transform allows us to obtain the option price. We present a novel bound for the error and use this bound to set the parameters for the numerical method. We analyze the properties of the bound for a dissipative and pure-jump example. The bound presented is independent of the asymptotic behaviour of option prices at extreme asset prices. The error bound can be decomposed into a product of terms resulting from the dynamics and the option payoff, respectively. The analysis is supplemented by numerical examples that demonstrate results comparable to and superior to the existing literature.
机译:当底层证券遵循指数征费动态时,我们提供了使用傅里叶方法对欧式期权定价时所犯错误的界限。期权的价格由偏微分方程(PIDE)描述。将傅立叶变换应用于PIDE将产生一个常微分方程,该方程可以根据Levy过程的特征指数进行解析求解。然后,数值傅里叶逆变换使我们能够获得期权价格。我们为误差提供了一个新颖的界限,并使用该界限为数值方法设置参数。我们分析了一个耗散的纯跳跃示例的边界属性。所呈现的界限与极端资产价格下的期权价格的渐近行为无关。误差界限可以分解为分别由动力和期权收益产生的项的乘积。数值示例对分析进行了补充,这些示例证明了与现有文献相当并优于现有文献的结果。

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    Häppölä Juho;

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  • 年度 2016
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