Epidemics in heterogeneous communities:: estimation of Ro and secure vaccination coverage

被引:15
作者
Britton, T [1 ]
机构
[1] Uppsala Univ, Dept Math, SE-75106 Uppsala, Sweden
关键词
basic reproduction number; consistency; final size data; multitype epidemic; vaccination coverage; vaccine efficacy;
D O I
10.1111/1467-9868.00307
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 stochastic multitype model for the spread of an infectious disease in a community of heterogeneous individuals is analysed. In particular, estimates of R-0 (the basic reproduction number) and the critical vaccination coverage are derived, where estimation is based on final size data of an outbreak in the community. It is shown that these key parameters cannot be estimated consistently from data; only upper and lower bounds can be estimated. Confidence regions for the upper bounds are derived, thus giving conservative estimates of R-0 and the fractions necessary to vaccinate.
引用
收藏
页码:705 / 715
页数:11
相关论文
共 15 条
[1]   A GENERALIZED STOCHASTIC-MODEL FOR THE ANALYSIS OF INFECTIOUS-DISEASE FINAL SIZE DATA [J].
ADDY, CL ;
LONGINI, IM ;
HABER, M .
BIOMETRICS, 1991, 47 (03) :961-974
[2]  
Anderson R M, 1984, IMA J Math Appl Med Biol, V1, P233
[3]   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
[4]  
Ball F, 1997, ANN APPL PROBAB, V7, P46
[5]  
Becker N, 1990, Stochastic processes in epidemic theory, P90, DOI DOI 10.1007/978-3-662-10067-7_9
[6]   Estimation in multitype epidemics [J].
Britton, T .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1998, 60 :663-679
[7]  
Britton T, 2000, Biostatistics, V1, P389, DOI 10.1093/biostatistics/1.4.389
[8]   SOME BOUNDS ON ESTIMATES FOR REPRODUCTIVE RATIOS DERIVED FROM THE AGE-SPECIFIC FORCE OF INFECTION [J].
GREENHALGH, D ;
DIETZ, K .
MATHEMATICAL BIOSCIENCES, 1994, 124 (01) :9-57
[9]   THE ESTIMATION OF AGE-RELATED RATES OF INFECTION FROM CASE NOTIFICATIONS AND SEROLOGICAL DATA [J].
GRENFELL, BT ;
ANDERSON, RM .
JOURNAL OF HYGIENE, 1985, 95 (02) :419-436
[10]   INTERPRETATION AND ESTIMATION OF VACCINE EFFICACY UNDER HETEROGENEITY [J].
HALLORAN, ME ;
HABER, M ;
LONGINI, IM .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 1992, 136 (03) :328-343