Approximations of Lévy processes by integrated fast oscillating Ornstein–Uhlenbeck processes

Author:

Feng Lingyu12ORCID,Gao Ting12ORCID,Li Ting1ORCID,Lin Zhongjie1,Liu Xianming1ORCID

Affiliation:

1. School of Mathematics and Statistics, Huazhong University of Science and Technology, Wuhan 430074, P. R. China

2. Center for Mathematical Science, Huazhong University of Science and Technology, Wuhan 430074, P. R. China

Abstract

In this paper, we study a smooth approximation of an arbitrary càdlàg Lévy process. Such approximation processes are known as integrated fast oscillating Ornstein–Uhlenbeck (OU) processes. We know that approximating processes are continuous, while the limit of processes may be discontinuous, so convergence in uniform topology or Skorokhod [Formula: see text]-topology will not hold in general. Therefore, we establish an approximation in Skorokhod [Formula: see text]-topology. Note that the convergence is almost surely, which is an extension result of Hintze and Pavlyukevich.

Funder

National Natural Science Foundation of China

Fundamental Research Funds for the Central Universities

Publisher

World Scientific Pub Co Pte Ltd

Subject

Modeling and Simulation

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