MAPPING THE DENSITIES OF MALARIA VECTORS WITHIN A SINGLE VILLAGE

被引:109
作者
SMITH, T
CHARLWOOD, JD
TAKKEN, W
TANNER, M
SPIEGELHALTER, DJ
机构
[1] IFAKARA CTR, IFAKARA, TANZANIA
[2] AGR UNIV WAGENINGEN, DEPT ENTOMOL, WAGENINGEN, NETHERLANDS
[3] MRC, INST PUBL HLTH, BIOSTAT UNIT, LONDON W1N 4AL, ENGLAND
关键词
BAYESIAN MODEL; GIBBS SAMPLING; CONDITIONAL AUTOREGRESSIVE MODEL; SPATIAL ANALYSIS; ANOPHELES GAMBIAE; ANOPHELES FUNESTUS; INOCULATION RATE; TANZANIA;
D O I
10.1016/0001-706X(94)00082-C
中图分类号
R38 [医学寄生虫学]; Q [生物科学];
学科分类号
07 ; 0710 ; 09 ; 100103 ;
摘要
Small scale spatial variation and temporal heterogeneity in mosquito densities can have important consequences for disease transmission, but the extreme variation which is observed in populations of malaria vectors makes it difficult to obtain good predictions of densities for short time periods over limited areas. We have applied Bayesian techniques derived for use in cancer epidemiology in order to map densities of Anopheles gambiae al. and A. funestus in a Tanzanian village where there is intense transmission of Plasmodium falciparum malaria. Estimates derived in this way should prove useful in vector population biology and in improving estimates of exposure-response relationships of the human host to malaria. The same methods can be applied in other fields of animal ecology.
引用
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页码:1 / 18
页数:18
相关论文
共 31 条
[1]   EMPIRICAL BAYES VERSUS FULLY BAYESIAN-ANALYSIS OF GEOGRAPHICAL VARIATION IN DISEASE RISK [J].
BERNARDINELLI, L ;
MONTOMOLI, C .
STATISTICS IN MEDICINE, 1992, 11 (08) :983-1007
[2]   BAYESIAN IMAGE-RESTORATION, WITH 2 APPLICATIONS IN SPATIAL STATISTICS [J].
BESAG, J ;
YORK, J ;
MOLLIE, A .
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 1991, 43 (01) :1-20
[3]   APPROXIMATE INFERENCE IN GENERALIZED LINEAR MIXED MODELS [J].
BRESLOW, NE ;
CLAYTON, DG .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1993, 88 (421) :9-25
[4]  
BURKOT TR, 1987, B WORLD HEALTH ORGAN, V65, P375
[5]  
CHARLWOOD JD, 1995, IN PRESS B ENTOMOL R
[6]  
CHARLWOOD JD, IN PRESS B ENTOMOL R
[7]   EMPIRICAL BAYES ESTIMATES OF AGE-STANDARDIZED RELATIVE RISKS FOR USE IN DISEASE MAPPING [J].
CLAYTON, D ;
KALDOR, J .
BIOMETRICS, 1987, 43 (03) :671-681
[8]  
DELGIUDICE G, 1990, B WORLD HEALTH ORGAN, V68, P191
[9]  
Dietz K., 1988, P1091
[10]   SAMPLING-BASED APPROACHES TO CALCULATING MARGINAL DENSITIES [J].
GELFAND, AE ;
SMITH, AFM .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1990, 85 (410) :398-409