A computer program for regression analysis of repeated measures using generalized estimating equations.
A computer program for regression analysis of repeated measures using generalized estimating equations.
复制标题
使用广义估计方程对重复测量进行回归分析的计算机程序。
DOI：
10.1016/0169-2607(93)90046-n
复制
发表时间：
1993
影响因子：
6.1
通讯作者：
Davis,CS
中科院分区：
文献类型：
--
作者：
Davis,CS
RMGEE是一个易于使用的FORTRAN程序，用于分析重复的二元、计数和正态分布的响应变量，使用梁和Zeger的广义估计方程方法[1]。当在多个时间点从每个受试者或实验单元获得测量时，以及当基本采样单元是受试者组或群时，并且从群内的每个受试者获得感兴趣的响应变量时，可以使用该程序。对于每个实验单元，重复测量的次数不必相同，并且很容易容纳丢失的数据。时间无关(特定于集群)和时间相关(特定场合或特定主题)协变量都是允许的。该程序可以在微型计算机、工作站和大型计算机上运行。提供了三个例子来说明RMGEE的用法和功能。
RMGEE is an easy-to-use FORTRAN program for the analysis of repeated binary, count, and normally-distributed response variables using the generalized estimating equations approach of Liang and Zeger [1]. The program can be used when measurements are obtained at multiple time points from each subject or experimental unit, and also when the basic sampling unit is a group or cluster of subjects, and the response variable of interest is obtained from each subject within the cluster. It is not necessary for the number of repeated measurements to be the same for every experimental unit and missing data are easily accommodated. Both time-independent (cluster-specific) and time-dependent (occasion- or subject-specific) covariates are permitted. The program can be run on microcomputers, workstations, and mainframe computers. Three examples illustrating the usage and features of RMGEE are provided.