Chapter 9 is devoted to the descriptions of generalized estimating equations (GEEs). First, I summarize the basic specifications and inferences of the original GEE model, including the construction of the working correlation matrix and the development of the quasi-likelihood information criteria. Some ...
Marginal Models: Generalized Estimating Equations (GEE). In: Fitzmaurice GM, Laird NM, Ware JH (eds). Applied Longitudinal Analysis. Wiley & Sons: Hoboken, NJ, pp 291-321.Fitzmaurice GM, Laird NM, Ware JH. Marginal models: generalized estimating equa- tions. Applied Longitudinal Analysis. 2nd...
generalized estimating equations 广义估计方程(GeneralizedEstimatingEquations,GEE)是一种用于分析长期或重复测量数据的统计方法。与传统的线性模型不同,GEE是一种非参数方法,它可以处理不同时间点或不同个体之间的相关性,并且可以处理非正态分布的数据。作为一种广泛应用的分析方法,GEE已经在许多领域得到了应用,例如医学...
Generalized estimating equations: xtgee Order <- See Stata's other features The use of panel-data models has exploded in the past ten years as analysts more often need to analyze richer data structures. Some examples of panel data are nested datasets that contain observations of smaller units ...
在第4 节中,我们提出了惩罚性高维 GEE 的理论。 在第5 节中,我们报告了蒙特卡洛模拟的数值结果。 第6节将新方法应用于酵母细胞周期基因表达数据集。 第7节提供了一些讨论。 Generalized estimating equations Notation and preliminaries 对于第 i 个被试的第 j 个观测值,我们观测到一个响应变量 Y_{i j} 和一...
最近在写论文,关于GEE方法的使用过程中需要参考一篇文献,Generalized Estimating Equations Second Edition,参考文献如下: Hardin, J.W., & Hilbe, J.M. (2013). Generalized Estimating Equations (2nd ed.). Chapman and Hall/CRC. doi.org/10.1201/b13880 最开始在谷歌学术上搜,结果如下 只有第一版,且无法...
to name a few. Nominal GLM, however, is inadequate when the data are longitudinal or are otherwise grouped so that observations within the same group are expected to be correlated. The method of generalized estimating equations (GEE) is a generalization of GLM that takes into account this withi...
1)Generalized estimating equations广义估计方程 英文短句/例句 1.A Genralzied Estimating Equations Approach to Categorical Data;分类重复测量资料广义估计方程应用 2.Application of Cumulative Sums of Residuals in GEE Model Checking累积残差在广义估计方程模型诊断中的应用 3.Estimates of High Moments of a Gener...
1) Generalized estimating equations 广义估计方程例句>> 2) GEE [英][dʒi:] [美][dʒi] 广义估计方程 1. The effects of air pollutants on taking of SARS GEE; 用广义估计方程研究大气污染对SARS发病的影响 2. Application of Cumulative Sums of Residuals in GEE Model Checking 累积残差在...
In this paper, we develop a flexible generalized estimating equations framework ("GEE2") for fitting twin ACE models that requires minimal distributional assumptions, rather only the first two moments need to be correctly specified. We prove that two commonly used methods for estimating heritability,...