Approximating the Reed-Frost epidemic process

被引:21
作者
Barbour, AD
Utev, S
机构
[1] Univ Zurich, Abt Angew Math, CH-8057 Zurich, Switzerland
[2] Univ Nottingham, Sch Math Sci, Nottingham NG7 2RD, England
关键词
Reed-Frost epidemic process; local limit approximation; asymptotic relative closeness; total variation; final size distribution; branching process approximation;
D O I
10.1016/j.spa.2004.03.013
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 [统计学]; 070103 [概率论与数理统计]; 0714 [统计学];
摘要
The paper is concerned with refining two well-known approximations to the Reed-Frost epidemic process. The first is the branching process approximation in the early stages of the epidemic; we extend its range of validity, and sharpen the estimates of the error incurred. The second is the normal approximation to the distribution of the final size of a large epidemic, which we complement with a detailed local limit approximation. The latter, in particular, is relevant if the approximations are to be used for statistical inference. (C) 2004 Elsevier B.V. All rights reserved.
引用
收藏
页码:173 / 197
页数:25
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