Journal of the
Korean Mathematical Society
JKMS

ISSN(Print) 0304-9914 ISSN(Online) 2234-3008

Article

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J. Korean Math. Soc. 2019; 56(4): 935-946

Online first article February 1, 2019      Printed July 1, 2019

https://doi.org/10.4134/JKMS.j180483

Copyright © The Korean Mathematical Society.

Limit theorems for Hawkes processes with uniform immigrants

Youngsoo Seol

Dong-A University

Abstract

Hawkes process is a self-exciting simple point process with clustering effect whose jump rate depends on its entire past history. We consider Hawkes processes with uniform immigrants which is a special case of the Hawkes processes with renewal immigrants. We study the limit theorems for Hawkes processes with uniform immigrants. In particular, we obtain a law of large number, a central limit theorem, and a large deviation principle.

Keywords: Hawkes process, uniform immigrants, self-exciting point processes, law of large numbers, central limit theorems, large deviations principle

MSC numbers: Primary 60G55; Secondary 60F05, 60F10

Supported by: This research is supported by the Dong-A University research grant.