Generalized estimating equation modeling on correlated microbiome sequencing data with longitudinal measures. [PDF]
PLoS Comput Biol, 2020 Existing models for assessing microbiome sequencing such as operational taxonomic units (OTUs) can only test predictors' effects on OTUs. There is limited work on how to estimate the correlations between multiple OTUs and incorporate such relationship ...
Chen B, Xu W.
europepmc +4 more sources
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
openalex +5 more sources
Validity of the scoring system for traumatic liver injury: a generalized estimating equation analysis. [PDF]
J Trauma Inj, 2022 Purpose The scoring system for traumatic liver injury (SSTLI) was developed in 2015 to predict mortality in patients with polytraumatic liver injury.
Lee K +6 more
europepmc +2 more sources
Non-Linear Langevin and Fractional Fokker-Planck Equations for Anomalous Diffusion by Levy Stable Processes [PDF]
Entropy, 2018 The~numerical solutions to a non-linear Fractional Fokker--Planck (FFP) equation are studied estimating the generalized diffusion coefficients. The~aim is to model anomalous diffusion using an FFP description with fractional velocity derivatives and ...
Anderson, Johan +2 more
core +4 more sources
Efficiency of Generalized Estimating Equations for Binary Responses [PDF]
Journal of the Royal Statistical Society Series B: Statistical Methodology, 2004 SummaryUsing standard correlation bounds, we show that in generalized estimation equations (GEEs) the so-called ‘working correlation matrix’R(α) for analysing binary data cannot in general be the true correlation matrix of the data. Methods for estimating the correlation param-eter in current GEE software for binary responses disregard these bounds. To
N. Rao Chaganty, Harry Joe
openalex +3 more sources
Group penalized generalized estimating equation for correlated event-related potentials and biomarker selection. [PDF]
BMC Med Res Methodol, 2020 Background Event-related potentials (ERP) data are widely used in brain studies that measure brain responses to specific stimuli using electroencephalogram (EEG) with multiple electrodes.
Lin Y +8 more
europepmc +2 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
openalex +7 more sources
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
+7 more sources
Tensor Generalized Estimating Equations for Longitudinal Imaging Analysis [PDF]
Statistica Sinica, 2018 40 pages, 4 figures, 2 ...
Xiang Zhang +4 more
openalex +7 more sources
Inflammatory markers CRP and WBC as predictors of liver function impairment in multiple injury trauma patients: a repeated measures analysis. [PDF]
Front Med (Lausanne)AimsTo investigate the relationship between liver function indices (AST, ALT, GGT) and inflammatory markers (CRP, white blood cell count) in multiple injury patients at different time points post-trauma.MethodsWe retrospectively analyzed 114 patients ...
Wang G +5 more
europepmc +2 more sources