The quasi-stationary distribution of the closed endemic SIS model

被引:139
作者
Nasell, I
机构
关键词
stochastic logistic model; closed stochastic SIS model; time to extinction; threshold of stochastic model; uniform asymptotic approximation;
D O I
10.2307/1428186
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 quasi-stationary distribution of the closed stochastic SIS model changes drastically as the basic reproduction ratio R(0) passes the deterministic threshold value 1. Approximations are derived that describe these changes. The quasi-stationary distribution is approximated by a geometric distribution (discrete!) for R(0) distinctly below 1 and by a normal distribution (continuous!) for R(0) distinctly above 1. Uniformity of the approximation with respect to R(0) allows one to study the transition between these two extreme distributions. We also study the time to extinction and the invasion and persistence thresholds of the model.
引用
收藏
页码:895 / 932
页数:38
相关论文
共 21 条
[1]  
ANDERSON R M, 1991
[2]   CONTINUOUS TIME DIFFUSION MODELS WITH RANDOM DURATION OF INTEREST [J].
BARTHOLOMEW, DJ .
JOURNAL OF MATHEMATICAL SOCIOLOGY, 1976, 4 (02) :187-199
[3]   QUASI-STATIONARY DISTRIBUTIONS OF BIRTH-AND-DEATH PROCESSES [J].
CAVENDER, JA .
ADVANCES IN APPLIED PROBABILITY, 1978, 10 (03) :570-586
[4]   ON QUASI-STATIONARY DISTRIBUTIONS IN ABSORBING CONTINUOUS-TIME FINITE MARKOV CHAINS [J].
DARROCH, JN ;
SENETA, E .
JOURNAL OF APPLIED PROBABILITY, 1967, 4 (01) :192-&
[5]   ON RAMANUJANS Q-FUNCTION [J].
FLAJOLET, P ;
GRABNER, PJ ;
KIRSCHENHOFER, P ;
PRODINGER, H .
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 1995, 58 (01) :103-116
[6]   THE STOCHASTIC SI MODEL WITH RECRUITMENT AND DEATHS .1. COMPARISON WITH THE CLOSED SIS MODEL [J].
JACQUEZ, JA ;
SIMON, CP .
MATHEMATICAL BIOSCIENCES, 1993, 117 (1-2) :77-125
[7]  
Karlin S, 1975, A First Course in Stochastic Process
[8]  
Knuth Donald E., 1973, ART COMPUTER PROGRAM, V1
[9]   ON THE EXTINCTION OF THE S-I-S STOCHASTIC LOGISTIC EPIDEMIC [J].
KRYSCIO, RJ ;
LEFEVRE, C .
JOURNAL OF APPLIED PROBABILITY, 1989, 26 (04) :685-694
[10]   ON THE QUASI-STATIONARY DISTRIBUTION OF THE ROSS MALARIA MODEL [J].
NASELL, I .
MATHEMATICAL BIOSCIENCES, 1991, 107 (02) :187-207