Simultaneous inference for multiple marginal generalized estimating equation models. [PDF]
Stat Methods Med Res, 2020 Motivated by small-sample studies in ophthalmology and dermatology, we study the problem of simultaneous inference for multiple endpoints in the presence of repeated observations. We propose a framework in which a generalized estimating equation model is
Ristl R, Hothorn L, Ritz C, Posch M.
europepmc +6 more sources
Prevalence of Suboptimal Health Status and the Relationships between Suboptimal Health Status and Lifestyle Factors among Chinese Adults Using a Multi-Level Generalized Estimating Equation Model. [PDF]
Int J Environ Res Public Health, 2020 This study examined the prevalence of suboptimal health among Chinese adults based on a large-scale national survey and clarified the relationship between suboptimal health and lifestyle factors. We used multi-level generalized estimating equation models
Xu T, Zhu G, Han S.
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Generalized bootstrap for estimating equations [PDF]
The Annals of Statistics, 2005 Published at http://dx.doi.org/10.1214/009053604000000904 in the Annals of Statistics (http://www.imstat.org/aos/) by the Institute of Mathematical Statistics (http://www.imstat.org)
Snigdhansu Chatterjee, Arup Bose
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Relative efficiency of unequal versus equal cluster sizes in cluster randomized trials using generalized estimating equation models. [PDF]
Biom J, 2018 There is growing interest in conducting cluster randomized trials (CRTs). For simplicity in sample size calculation, the cluster sizes are assumed to be identical across all clusters. However, equal cluster sizes are not guaranteed in practice. Therefore,
Liu J, Colditz GA.
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Optimal design of longitudinal data analysis using generalized estimating equation models. [PDF]
Biom J, 2017 Longitudinal studies are often applied in biomedical research and clinical trials to evaluate the treatment effect. The association pattern within the subject must be considered in both sample size calculation and the analysis.
Liu J, Colditz GA.
europepmc +2 more sources
Some Estimates for a Generalized Abreu's Equation [PDF]
arXiv, 2016 We study a generalized Abreu equation and derive some estimates.
Li, An-Min, Lian, Zhao, Sheng, Li
arxiv +3 more sources
TheRPackagegeepackfor Generalized Estimating Equations [PDF]
Journal of Statistical Software, 2006 This paper describes the core features of the R package geepack, which implements the generalized estimating equations (GEE) approach for fitting marginal generalized linear models to clustered data. Clustered data arise in many applications such as longitudinal data and repeated measures.
Ulrich Halekoh +2 more
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Generalized Estimating Equation for the Student-t Distributions [PDF]
2018 IEEE International Symposium on Information Theory (ISIT), 2018 6 pages, Submitted to ISIT ...
Atin Gayen, M. Ashok Kumar
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A Generalized Estimating Equation Method for Fitting Autocorrelated Ordinal Score Data with an Application in Horticultural Research [PDF]
, 2006 Summary. Generalized estimating equations for correlated repeated ordinal score data are developed assuming a proportional odds model and a working correlation structure based on a first‐order autoregressive process.
Nick Parsons +2 more
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Tensor Generalized Estimating Equations for Longitudinal Imaging Analysis [PDF]
Statistica Sinica, 2018 40 pages, 4 figures, 2 ...
Xiang Zhang +4 more
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