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Limit Theorems for Inverse Process Tn of Hawkes Process

Limit Theorems for Inverse Process T_n of Hawkes Process
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摘要 We consider linear Hawkes process Nt and its inverse process Tn. The limit theorems for Nt are well known and studied by many authors. In this paper, we study the limit theorems for Tn. In particular, we investigate the law of large numbers, the central limit theorem and the large deviation principle for Tn. The main tool of the proof is based on immigration-birth representation and the observations on the relation between N+ and Tn We consider linear Hawkes process Nt and its inverse process Tn. The limit theorems for Nt are well known and studied by many authors. In this paper, we study the limit theorems for Tn. In particular, we investigate the law of large numbers, the central limit theorem and the large deviation principle for Tn. The main tool of the proof is based on immigration-birth representation and the observations on the relation between N+ and Tn
作者 Youngsoo SEOL
出处 《Acta Mathematica Sinica,English Series》 SCIE CSCD 2017年第1期51-60,共10页 数学学报(英文版)
关键词 Hawkes processes self-exciting processes central limit theorems law of large numbers large deviations Hawkes processes, self-exciting processes, central limit theorems, law of large numbers,large deviations
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