Mortality and air pollution in Philadelphia: A dynamic generalized linear modelling approach

被引：0
|
作者：
Chiogna, M [1 ]
Gaetan, C [1 ]
机构：
[1] Univ Padua, Dipartimento Sci Stat, I-35121 Padua, Italy
来源：
ADVANCES IN MULTIVARIATE DATA ANALYSIS | 2004年
关键词：
D O I：
暂无
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
In this paper, we tackle the study of the relationship between daily non accidental deaths and air pollution in the city of Philadelphia in the years 1974-1988. For modelling the data, we propose to make use of dynamic generalized linear models. These models allow to deal with the serial dependence and time-varying effects of the covariates. Inference is performed by using extended Kalman filter and smoother.
引用
收藏
页码：233 / 243
页数：11
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