Clark-Ocone formula for the maximum of processes with the stochastic intensity and its application

Pricing of the lookback options using the Clark-Ocone formula for the underlying assets driven by stochastic Lévy processes requires computing the Malliavin derivatives of their maximum or minimum on the Wiener-Poisson space and their distributions. In this work, we will find a generalization of the explicit representation of the Clark-Ocone formula on the maximum of two types of Lévy processes with stochastic intensity: Cox processes with CIR-modeled intensities, and the Hawkes processes.

Publication Details

Journal
ArXiv.org
Published
2025-05-23
Primary Topic
Stochastic processes and financial applications
Type
article
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article

Clark-Ocone formula for the maximum of processes with the stochastic intensity and its application

ArXiv.org
Stochastic processes and financial applications
article

Clark-Ocone formula for the maximum of processes with the stochastic intensity and its application

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Abstract

Pricing of the lookback options using the Clark-Ocone formula for the underlying assets driven by stochastic Lévy processes requires computing the Malliavin derivatives of their maximum or minimum on the Wiener-Poisson space and their distributions. In this work, we will find a generalization of the explicit representation of the Clark-Ocone formula on the maximum of two types of Lévy processes with stochastic intensity: Cox processes with CIR-modeled intensities, and the Hawkes processes.

ArXiv.org
Openalex Percentile: Top 42%
Stochastic processes and financial applications
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Clark-Ocone formula for the maximum of processes with the stochastic intensity and its application · ArXiv.org (2025) | TGRS Research Map | TGRS