The distribution of time to extinction in subcritical branching processes: Applications to outbreaks of infectious disease

被引:31
作者
Farrington, CP
Grant, AD
机构
[1] Open Univ, Dept Stat, Fac Math & Comp, Milton Keynes MK7 6AA, Bucks, England
[2] Publ Hlth Lab Serv, Stat Unit, London NW9 5EQ, England
关键词
Branching process; power series family; extinction; generation distribution; maximum likelihood estimation; epidemic model;
D O I
10.1239/jap/1032374633
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 consider the distribution of the number of generations to extinction in subcritical branching processes, with particular emphasis on applications to the spread of infectious diseases. We derive the generation distributions for processes with Bernoulli, geometric and Poisson offspring, and discuss some of their distributional and inferential properties. We present applications to the spread of infection in highly vaccinated populations, outbreaks of enteric fever, and person-to-person transmission of human monkeypox. AMS 1991 Subject Classification: Primary 60J80 Secondary 62M05.
引用
收藏
页码:771 / 779
页数:9
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