Non-homogeneous Polya-Aeppli process

被引:6
作者
Chukova, Stefanka [1 ]
Minkova, Leda D. [2 ]
机构
[1] Victoria Univ Wellington, Sch Math & Stat, Wellington, New Zealand
[2] Sofia Univ St Kliment Ohridski, Fac Math & Informat, 5,J Bourchier Blvd, Sofia 1164, Bulgaria
关键词
Compound distribution; Polya-Aeppli distribution; pure birth process; ruin probability;
D O I
10.1080/03610918.2018.1469763
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
In this paper we suppose that the intensity parameter of the Polya-Aeppli process is a function of time t and call the resulting process a non-homogeneous Polya-Aeppli process (NHPAP). The NHPAP can be represented as a compound non-homogeneous Poisson process with geometric compounding distribution as well as a pure birth process. For this process we give two definitions and show their equivalence. Also, we derive some interesting properties of NHPAP and use simulation the illustrate the process for particular intensity functions. In addition, we introduce the standard risk model based on NHPAP, analyze the ruin probability for this model and include an example of the process under exponentially distributed claims.
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页码:2955 / 2967
页数:13
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