Modelling correlated data: Multilevel models and generalized estimating equations and their use with data from research in developmental disabilities

Vagenas Dimitrios; Totsika Vasiliki

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Modelling correlated data: Multilevel models and generalized estimating equations and their use with data from research in developmental disabilities

机译：建模相关数据：多级模型和广义估算方程及其与来自发展残疾的研究数据的用途

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Background: The use of Multilevel Models (MLM) and Generalized Estimating Equations (GEE) on for analysing clustered data in the field of intellectual and developmental disability (IDD) research is still limited.

机译：背景技术：使用多级模型（MLM）和广义估计方程（GEE）用于分析知识分子和发育残疾领域的集群数据（IDD）研究仍然有限。

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来源
《Research in developmental disabilities》 |2018年第2018期|共11页
作者
Vagenas Dimitrios; Totsika Vasiliki;
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作者单位

Queensland Univ Technol Inst Hlth &

Biomed Innovat Brisbane Qld Australia;

Univ Warwick CEDAR Coventry W Midlands England;

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原文格式 PDF
正文语种 eng
中图分类神经病学与精神病学;
关键词
Clustered; Longitudinal; Multilevel; Generalized Estimating Equations; Repeated; Developmental disability;

机译：聚集;纵向;多级;广义估计方程;重复;发展残疾;

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1. Modelling correlated data: Multilevel models and generalized estimating equations and their use with data from research in developmental disabilities [J] . Vagenas Dimitrios, Totsika Vasiliki Research in developmental disabilities . 2018,第期

机译：建模相关数据：多级模型和广义估算方程及其与来自发展残疾的研究数据的用途
2. Generalized estimating equation modeling on correlated microbiome sequencing data with longitudinal measures [J] . Bo Chen, Wei Xu PLoS Computational Biology . 2020,第9期

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3. Linking Roadway Geometries and Real-Time Traffic Characteristics to Model Daytime Freeway Crashes: Generalized Estimating Equations for Correlated Data [J] . Mohamed Abdel-Aty, M. Fathy Abdalla Transportation Research Record . 2004,第1897期

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4. Modelling Covariance Structures in Generalized Estimating Equations for Longitudinal Data [C] . Huajun Ye, Jianxin Pan International Workshop on Statistical Modelling; 20040704-08; Florence(IT) . 2004

机译：纵向数据的广义估计方程中的协方差结构建模
5. Diagnostics and model selection for generalized linear models and generalized estimating equations [D] . Deroche, Chelsea Boquet. 2015

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6. Generalized estimating equation modeling on correlated microbiome sequencing data with longitudinal measures [O] . Bo Chen, Wei Xu, Jason A. Papin, 2020

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7. Modelling correlated data: Multilevel models and generalized estimating equations and their use with data from research in developmental disabilities [O] . Dimitrios Vagenas, Vasiliki Totsika 2018

机译：建模相关数据：多级模型和广义估算方程及其与发展残疾研究中的数据的用途
8. User's Guide for SAMMY: a Computer Model for Multilevel R-Matrix Fits to Neutron Data Using Bayes' Equations [R] . Larson, N. M., Perey, F. G. 1980

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Modelling correlated data: Multilevel models and generalized estimating equations and their use with data from research in developmental disabilities

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