The asymptotic final size distribution of multitype chain-binomial epidemic processes

被引:4
作者
Andersson, M [1 ]
机构
[1] Chalmers Univ Technol, Smittskyddsinst, SE-17182 Solna, Sweden
关键词
multitype chain-binomial epidemic process; counting process; weak convergence; branching process;
D O I
10.1017/S0001867800009034
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
A multitype chain-binomial epidemic process is defined for a closed finite population by sampling a simple multidimensional counting process at certain points. The final size of the epidemic is then characterized, given the counting process, as the smallest root of a non-linear system of equations. By letting the population grow, this characterization is used, in combination with a branching process approximation and a weak convergence result for the counting process, to derive the asymptotic distribution of the final size. This is done for processes with an irreducible contact structure bath when the initial infection increases at the same rate as the population and when it stays fixed. AMS 1991 Subject Classification: Primary 60J99 Secondary 60K40; 60J80; 92D30.
引用
收藏
页码:220 / 234
页数:15
相关论文
共 15 条
[1]   A THRESHOLD LIMIT-THEOREM FOR A MULTITYPE EPIDEMIC MODEL [J].
ANDERSSON, H .
MATHEMATICAL BIOSCIENCES, 1993, 117 (1-2) :3-18
[2]  
BAILEY NTJ, 1975, MATH THOEYR INFECT D
[3]   STRONG APPROXIMATIONS FOR EPIDEMIC MODELS [J].
BALL, F ;
DONNELLY, P .
STOCHASTIC PROCESSES AND THEIR APPLICATIONS, 1995, 55 (01) :1-21
[4]   THE FINAL SIZE AND SEVERITY OF A GENERALIZED STOCHASTIC MULTITYPE EPIDEMIC MODEL [J].
BALL, F ;
CLANCY, D .
ADVANCES IN APPLIED PROBABILITY, 1993, 25 (04) :721-736
[5]  
BILLINGSLEY P, 1968, CONVERGENE PROBABILI
[6]   A NONSTANDARD FAMILY OF POLYNOMIALS AND THE FINAL SIZE DISTRIBUTION OF REED-FROST EPIDEMIC PROCESSES [J].
LEFEVRE, C ;
PICARD, P .
ADVANCES IN APPLIED PROBABILITY, 1990, 22 (01) :25-48
[7]  
LUDWIG D, 1975, Mathematical Biosciences, V23, P33, DOI 10.1016/0025-5564(75)90119-4
[9]  
Scalia-Tomba G., 1990, Stochastic Processes in Epidemic Theory, P189, DOI [10.1007/978-3-662-10067-7_18, 10.1007/978-3-662-10067-7, DOI 10.1007/978-3-662-10067-7]
[10]   ASYMPTOTIC FINAL SIZE DISTRIBUTION OF THE MULTITYPE REED-FROST PROCESS [J].
SCALIATOMBA, G .
JOURNAL OF APPLIED PROBABILITY, 1986, 23 (03) :563-584