Extinction times for a general birth, death and catastrophe process

被引:17
作者
Cairns, B [1 ]
Pollett, PK [1 ]
机构
[1] Univ Queensland, Dept Math, Brisbane, Qld 4072, Australia
关键词
catastrophe process; persistence time; hitting time;
D O I
10.1239/jap/1101840567
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
The birth, death and catastrophe process is an extension of the birth-death process that incorporates the possibility of reductions in population of arbitrary size. We will consider a general form of this model in which the transition rates are allowed to depend on the current population size in an arbitrary manner. The linear case, where the transition rates are proportional to current population size, has been studied extensively. In particular, extinction probabilities, the expected time to extinction, and the distribution of the population size conditional on nonextinction (the quasi-stationary distribution) have all been evaluated explicitly. However, whilst these characteristics are of interest in the modelling and management of populations, processes with linear rate coefficients represent only a very limited class of models. We address this limitation by allowing for a wider range of catastrophic events. Despite this generalisation, explicit expressions can still be found for the expected extinction times.
引用
收藏
页码:1211 / 1218
页数:8
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