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 ...
Fitzmaurice GM, Laird NM, Ware JH (2004). 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: Mar ginal models: Gener alized ...
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...
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 e…
Sample Size Estimation: Generalized Estimating Equations (GEE) Method Purpose: This study aims to describe a 12-month medication adherence with oral anticancer medications (OAMs) in a routine care medication adherence program... SH Jung 被引量: 0发表: 2018年 Application of generalized estimating e...
Generalized Estimating Equations (GEE) Method: Sample Size Estimation Often, in controlled clinical trials, subjects are randomized to two treatment groups and evaluated at a baseline and at intervals across a treatment perio... SH Jung - Generalized Estimating Equations (GEE) Method: Sample Size Es...
generalized estimating equations 广义估计方程 例句The longitudinal association between migraine and cognitive changes was assessed by generalized estimating equations. 在偏头痛和非偏头痛患者之间的纵向关联由普通估计方程来评估.Objective:Based on the longitudinal data,to probe how to model the generalized estima...
1.For the semiparametric regression model with longitudinal data, the estimators of paranetric component and nonparametric component are obtained by using generalized estimating equations and usual nonparametric weight function method.对于纵向数据下半参数回归模型,基于广义估计方程和一般权函数方法构造了模型中参...
KEY WORDS: Computer software for statistical analysis; Generalized estimating equations; Missing data. 1. INTRODUCTION Generalized linear models (GLMs) (McCullagh and Nelder 1989) are a standard method used to fit regression models for univariate data that are presumed to follow an exponential family...
Sidak. This method provides tighter bounds than the Bonferroni approach. Sequential Sidak. This is a sequentially step-down rejective Sidak procedure that is much less conservative in terms of rejecting individual hypotheses but maintains the same overall significance level.How To Specify EM Means for...