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: Applied longitudinal analysis New York, NY : Wiley , 2004 ; 291 – 323 .Fitzmaurice GM, Laird NM, Ware JH (2004). Marginal models: generalized estimating equations (GEE). In: Fitzmaurice GM et al. (ed). Applied Longitudinal ...
一、使用狀況: 廣義估計式(generalized estimating equations, GEE)是由陽明大學校長梁賡義 教授與Scott L. Zeger教授於1986年提出,並於Biometrika及Biometrics陸續發表理論與應用文章,屬於估計方法而非模式方法,用於評估迴歸係數跟標準誤(Standard error)。一般來說,GEE迴歸係數值會跟廣義線性模型(Generalized linear mod...
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...
Sample size calculations for controlled clinical trials using generalized estimating equations (GEE) Objectives:Clinical trials with correlated response data based on generalized estimating equations (GEE) have become increasingly popular as they require s... P Bröse - 《Methods of Information in ...
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...
Generalized estimating equations (GEE) are commonly used for the marginal analysis of correlated data, although the quadratic inference function (QIF) appr... Westgate,M Philip - 《Biometrical Journal》 被引量: 16发表: 2014年 Discussion of "Generalized Estimating Equations: Notes on the Choice of...
. xtgee union age not_smsa, family(gauss) link(identity) corr(indep)Iteration 1: tolerance = 1.845e-14 GEE population-averaged model Number of obs = 19,226 Group variable: idcode Number of groups = 4,150 Family: Gaussian Obs per group: Link: Identity min = 1 Correlation: independent ...
The prevalence of childhood overweight and obesity in China has been rapidly increasing in recent years. The purposes of this study were to investigate the prevalence of infant overweight in Beijing and to explore the influencing factors using a generalized estimating equation (GEE) model.#This is ...