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英格兰和威尔士婴儿猝死综合征的多层次模型。

A multilevel model of sudden infant death syndrome in England and Wales.

作者信息

Langford I H, Bentham G

出版信息

Environ Plan A. 1997 Apr;29(4):629-40. doi: 10.1068/a290629.

Abstract

The relationship between migration and sudden infant death syndrome (SIDS) in England and Wales is analyzed using official data for the period 1979-1983. "In this paper, multilevel modelling is used to examine the variability in SIDS deaths at different geographical scales, namely district, county, and regional levels. Given the population-mixing hypothesis, it is possible that high levels of population mixing in one district will have an effect on the spread of infections in an adjacent district, and the rates for individual districts will not be spatially independent of each other. Factors such as climate varying at regional scale may also be important. A log-linear multilevel model is developed to examine these issues, and the discussion focuses on the methodological issues raised by the analysis such as appropriate multilevel structure, methods of estimation, dispersion of residuals, and significance of parameter estimates."

摘要

利用1979 - 1983年期间的官方数据,分析了英格兰和威尔士地区移民与婴儿猝死综合征(SIDS)之间的关系。“在本文中,采用多层次建模方法来研究不同地理尺度(即区、郡和地区层面)上SIDS死亡情况的变异性。基于人口混合假说,一个地区的高人口混合水平可能会对相邻地区的感染传播产生影响,并且各个地区的发生率在空间上并非相互独立。区域尺度上气候等因素也可能很重要。开发了一个对数线性多层次模型来研究这些问题,讨论集中在分析中提出的方法学问题,如适当的多层次结构、估计方法、残差离散度以及参数估计的显著性等。”

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