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匹配病例对照研究的多变量分析。

Multivariate analysis for matched case-control studies.

作者信息

Holford T R, White C, Kelsey J L

出版信息

Am J Epidemiol. 1978 Mar;107(3):245-56. doi: 10.1093/oxfordjournals.aje.a112531.

Abstract

A multivariate method based on the linear logistic model is presented for the analysis of case-control studies with pairwise matching. This technique enables one to investigate the effect of several variables simultaneously in the analysis while allowing for the matched design. The odds ratio is used as the basic measure of risk. One is able to control for variables which are not matching variables while investigating the odds ratio for a particular factor, and to estimate the change in the odds ratio as the level of one or more interval variables changes. The computing methods used for obtaining maximum conditional likelihood estimates of the parameters of interest are modifications of standard programs for logit regression.

摘要

提出了一种基于线性逻辑模型的多变量方法,用于分析配对匹配的病例对照研究。该技术能够在分析中同时研究多个变量的影响,同时考虑匹配设计。优势比用作风险的基本度量。在研究特定因素的优势比时,能够控制非匹配变量,并且能够估计随着一个或多个区间变量水平的变化,优势比的变化情况。用于获得感兴趣参数的最大条件似然估计的计算方法是对逻辑回归标准程序的修改。

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