广义估计方程
数学
统计
序数数据
结构方程建模
逻辑回归
标准误差
有序逻辑
相关性
混淆
计量经济学
几何学
作者
Xiang Liu,Juying Zhang
出处
期刊:PubMed
日期:2006-09-01
卷期号:37 (5): 798-800
被引量:6
摘要
To explore the application of the generalized estimating equation in the ordinal repeated measures data and hence provide methodology reference for the analysis of repeated measures data in the clinical trials.An example was illustrated by modeling generalized estimating equation using the GENMOD command in comparison with the independent logistic regression.All parameters and their standard error were estimated, so every factor could be dealt with intuitive estimation of parameter. The standard errors of coefficients in generalized estimating equation are generally greater than that in independent logistic regression.Generalized estimating equation can solve the correlation between the dependent data by using working correlation matrix, and it can control strata correlation, repeated measures factor and other confounding factors effectively, so generalized estimating equation provides an effective method for the ordinal repeated measures data.
科研通智能强力驱动
Strongly Powered by AbleSci AI