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指数型Lévy过程时间积分的矩及其在亚式期权定价中的应用

Moments of integrated exponential Lévy processes and applications to Asian options pricing

Quantitative Finance · 2022
被引 5
人大 BABS 3

中文导读

推导了指数型Lévy过程时间积分的无条件矩和条件矩的显式公式,并基于此提出了密度重建和高效模拟方法,用于亚式期权定价。

Abstract

We find explicit formulas for the moments of the time integral of an exponential Lévy process. We consider both the cases of unconditional moments and conditional on the Lévy process level at the endpoints of the time interval. We propose a new methodology for reconstructing the unknown density of the time integral based on unconditional moments and an efficient simulation scheme based on conditional moments. These methodologies are applied for Asian option pricing, an important problem in financial literature.

金融经济学计量经济学精算科学应用数学