ON EXPECTED DURATIONS OF BIRTH-DEATH PROCESSES, WITH APPLICATIONS TO BRANCHING PROCESSES AND SIS EPIDEMICS

被引:11
作者
Ball, Frank [1 ]
Britton, Tom [2 ]
Neal, Peter [3 ]
机构
[1] Univ Nottingham, Sch Math Sci, Univ Pk, Nottingham NG7 2RD, England
[2] Stockholm Univ, Dept Math, SE-10691 Stockholm, Sweden
[3] Univ Lancaster, Fylde Coll, Dept Math & Stat, Lancaster LA1 4YF, England
基金
瑞典研究理事会;
关键词
Birth-death process; branching processes; SIS epidemics; insensitivity results; STOCHASTIC LOGISTIC EPIDEMIC; INSENSITIVITY; EXTINCTION; MODELS;
D O I
10.1017/jpr.2015.19
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
We study continuous-time birth-death type processes, where individuals have independent and identically distributed lifetimes, according to a random variable Q, with E[Q] = 1, and where the birth rate if the population is currently in state (has size) n is alpha(n). We focus on two important examples, namely alpha(n) = lambda n being a branching process, and alpha(n) = lambda n(N-n)/N which corresponds to an SIS (susceptible -> infective -> susceptible) epidemic model in a homogeneously mixing community of fixed size N. The processes are assumed to start with a single individual, i. e. in state 1. Let T, A(n), C, and S denote the (random) time to extinction, the total time spent in state n, the total number of individuals ever alive, and the sum of the lifetimes of all individuals in the birth-death process, respectively. We give expressions for the expectation of all these quantities and show that these expectations are insensitive to the distribution of Q. We also derive an asymptotic expression for the expected time to extinction of the SIS epidemic, but now starting at the endemic state, which is not independent of the distribution of Q. The results are also applied to the household SIS epidemic, showing that, in contrast to the household SIR (susceptible -> infective -> recovered) epidemic, its threshold parameter R-* is insensitive to the distribution of Q.
引用
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页码:203 / 215
页数:13
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