具有双边Gamma过程的稳健且几乎精确的期权定价

SSRN Pub Date : 2022-06-20 DOI:10.2139/ssrn.4074124
Jean-Philippe Aguilar, J. Kirkby
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引用次数: 2

摘要

双边伽玛过程概括了方差伽玛过程,使人们能够更准确地捕捉财务回报的上行和下行之间的差异,特别是在跳跃速度、频率和大小方面。与大多数其他纯跳跃模型一样,双边伽玛过程下的期权定价在很大程度上依赖于傅立叶积分的数值评估。在本文中,我们将Mellin变换和残差演算相结合,建立了几种香草和奇异欧式期权的闭式定价公式。这些公式采用级数的形式,其项在实践中易于评估,并实现任意精度,而不需要复杂的数字工具;此外,对于短期期权,级数的收敛速度尤其加快,对于竞争对手的傅立叶方法来说,短期期权是最具挑战性的定价方法。通过与最先进的傅立叶方法进行多次比较,评估了公式的准确性,并为未来的研究提供了参考价格。
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Robust and Nearly Exact Option Pricing with Bilateral Gamma Processes
Bilateral gamma processes generalize the variance gamma process and allow one to capture, more precisely, the differences between upward and downward moves of financial returns, notably in terms of jump speed, frequency, and size. Like in most other pure jump models, option pricing under bilateral gamma processes relies heavily on numerical evaluation of Fourier integrals. In this article, we combine the Mellin transform and residue calculus to establish closed-form pricing formulas for several vanilla and exotic European options. These formulas take the form of series whose terms are straightforward to evaluate in practice and achieve an arbitrary degree of precision, without requiring sophisticated numerical tools; moreover, the convergence of the series is particularly accelerated for short maturity options, which are the most challenging to price for competing Fourier methods. Accuracy of the formulas is assessed thanks to several comparisons with state-of-the-art Fourier methods, with reference prices provided for future research.
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