Space-time models with time-dependent covariates for the analysis of the temporal lag between socioeconomic factors and lung cancer mortality

被引：21
|
作者：
Dreassi, E [1 ]
Biggeri, A [1 ]
Catelan, D [1 ]
机构：
[1] Univ Florence, Dept Stat G Parenti, I-50134 Florence, Italy
来源：
STATISTICS IN MEDICINE | 2005年 / 24卷 / 12期
关键词：
hierarchical Bayesian models; material deprivation; space-time models; time-dependent covariates; lung cancer; latency time;
D O I：
10.1002/sim.2063
中图分类号：
Q [生物科学];
学科分类号：
07 ; 0710 ; 09 ;
摘要：
The relationship between socioeconomic factors and mortality for lung cancer is investigated. To identify the proper lag time between socioeconomic factors and lung cancer mortality, a space-time hierarchical Bayesian model with time-dependent covariates is adopted. A real example on lung cancer mortality, males, in Tuscany (Italy) during the period 1971-1999, is provided. Results confirm the presence of an association between mortality for lung cancer and socioeconomic factors with a temporal lag (latency time) of at least 10 years. Copyright (c) 2005 John Wiley & Sons, Ltd.
引用
收藏
页码：1919 / 1932
页数：14
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