THE ASYMPTOTIC EVOLUTION OF THE GENERAL STOCHASTIC EPIDEMIC

被引:8
|
作者
Reinert, Gesine [1 ]
机构
[1] Univ So Calif, Dept Math, Los Angeles, CA 90089 USA
来源
ANNALS OF APPLIED PROBABILITY | 1995年 / 5卷 / 04期
关键词
General stochastic epidemic; empirical measures; Stein's method;
D O I
10.1214/aoap/1177004606
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
Generalizing Sellke's construction, a general stochastic epidemic with non-Markovian transition behavior is considered. At time t = 0, the population of total size K consists of aK individuals that are infected by a certain disease (and infectious); the remaining bK individuals are susceptible with respect to that disease. An initially susceptible individual i, when infected (call A(i)(K) its time of infection), stays infectious for a period of length r(i), until it is removed. An initially infected individual i stays infected for a period of length Pi until it is removed. Removed individuals can no longer be affected by the disease. A deterministic approximation as (as K -> infinity) to the empirical measure xi(K) = 1/K Sigma(aK)(i=1) delta((0, fi)) + 1/K Sigma(bK)(i=1) delta((AiK,AiK+ri)), describing the average path behavior, is established using Stein's method.
引用
收藏
页码:1061 / 1086
页数:26
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