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Numerical method for means of linear Hawkes processes.

Authors :
Li, Zhongping
Cui, Lirong
Source :
Communications in Statistics: Theory & Methods. Aug2020, Vol. 49 Issue 15, p3681-3697. 17p.
Publication Year :
2020

Abstract

Linear Hawkes processes are widely used in many fields and means are the basic and critical information of them. However, there is little research on linear Hawkes processes' means. In this paper, we present a numerical method based on the Laplace transform and inverse Laplace transform for means of linear Hawkes processes. The advantage of this method is that whatever the kernel function is, we can always obtain the numerical solutions of means for a linear Hawkes process. In addition, this numerical method provides the basic information of linear Hawkes processes by means. As an application, the numerical method is applied in a WeChat network model. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610926
Volume :
49
Issue :
15
Database :
Academic Search Index
Journal :
Communications in Statistics: Theory & Methods
Publication Type :
Academic Journal
Accession number :
144474938
Full Text :
https://doi.org/10.1080/03610926.2020.1713374