EXPLORATORY TOOLS FOR DISEASE MAPPING IN GEOGRAPHICAL EPIDEMIOLOGY

被引:10
作者
CISLAGHI, C
BIGGERI, A
BRAGA, M
LAGAZIO, C
MARCHI, M
机构
[1] UNIV FLORENCE,DEPT STAT,I-50134 FLORENCE,ITALY
[2] OSPED MAGGIORE,EPIDEMIOL UNIT,I-50134 MILAN,ITALY
关键词
D O I
10.1002/sim.4780142108
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
In the present paper a new shrinkage estimator of relative risk, useful in disease mapping, is compared with the empirical and full Bayes estimators, using death certificate data for lung cancer (males and females) and breast cancer (females) 1982-1988 in the Emilia-Romagna region (Italy). The estimates are obtained averaging the relative risks obtained from recursive partitioning of the set of observed values. The number of partitions is fixed in advance and behaves as a smoothing parameter, the lower the number the higher the degree of shrinkage toward the overall mean of the observed values.
引用
收藏
页码:2363 / 2381
页数:19
相关论文
共 22 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]  
CISLAGHI C, 1992, 16TH P INT BIOM C, P137
[4]  
CLAYTON D, 1987, BIOMETRICS, V443, P671
[5]  
CLAYTON D, 1994, BEAM BAYESIAN ECOLOG
[6]   SPATIAL CORRELATION IN ECOLOGICAL ANALYSIS [J].
CLAYTON, DG ;
BERNARDINELLI, L ;
MONTOMOLI, C .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 1993, 22 (06) :1193-1202
[7]  
CLAYTON DG, 1989, 14TH P INT BIOM C, P201
[8]   CANCERS AND THE ENVIRONMENT - EFFECT OF SCALE [J].
CLEEK, RK .
SOCIAL SCIENCE & MEDICINE PART D-MEDICAL GEOGRAPHY, 1979, 13 (4D) :241-247
[9]  
Cliff A. D., 1981, SPATIAL PROCESSES MO
[10]   MAXIMUM LIKELIHOOD FROM INCOMPLETE DATA VIA EM ALGORITHM [J].
DEMPSTER, AP ;
LAIRD, NM ;
RUBIN, DB .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, 1977, 39 (01) :1-38