The analysis of prospective studies of disease aetiology
The analysis of prospective studies of disease aetiology
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疾病病因学前瞻性研究分析
DOI：
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发表时间：
1982
期刊：
影响因子：
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通讯作者：
D. Clayton
中科院分区：
文献类型：
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作者：
D. Clayton
本文回顾了使用一般线性模型描述疾病发病率的前瞻性流行病学研究的分析，结果表明，除了大多数此类研究规模较大而产生的问题外，这些模型可以通过假定泊松似然的最大似然（例如使用 GLIM）进行拟合。讨论了处理大规模数据的替代方法，并概述了处理常见问题的一些简单程序。指出了该方法与多重 Logistic 分析的关系。
This paper reviews the analysis of prospective epidemiological studies using general linear models to describe disease Incidence, It is shown that, apart from problems arising from the large size of most studies of this type, these models may be fitted by maximum likelihood (using GLIM, for example) assuming a Poisson likelihood.Alternative methods for dealing with large-scale data are discussed, and some simple procedures for dealing with common problems are outlined.The relationship of the approach to multiple logistic analyses is indicated.