Generalized estimating equation modeling on correlated microbiome sequencing data with longitudinal measures. [PDF]
PLoS Computational Biology, 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 ...
Bo Chen, Wei Xu
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Validity of the scoring system for traumatic liver injury: a generalized estimating equation analysis [PDF]
Journal of Trauma and Injury, 2022 Purpose The scoring system for traumatic liver injury (SSTLI) was developed in 2015 to predict mortality in patients with polytraumatic liver injury.
Kangho Lee +6 more
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Group penalized generalized estimating equation for correlated event-related potentials and biomarker selection [PDF]
BMC Medical Research Methodology, 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.
Ye Lin +8 more
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Assessment of a Modified Sandwich Estimator for Generalized Estimating Equations with Application to Opioid Poisoning in MIMIC-IV ICU Patients [PDF]
Stats, 2021 Longitudinal data is encountered frequently in many healthcare research areas to include the critical care environment. Repeated measures from the same subject are expected to correlate with each other.
Paul Rogers, Julie Stoner
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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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PolyGEE: a generalized estimating equation approach to the efficient and robust estimation of polygenic effects in large-scale association studies. [PDF]
Biostatistics, 2018 Hecker J +3 more
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Identifying Risk Factors Of A(H7N9) Outbreak by Wavelet Analysis and Generalized Estimating Equation. [PDF]
Int J Environ Res Public Health, 2019 Yan Q, Tang S, Jin Z, Xiao Y.
europepmc +3 more sources
Mortality Modelling using Generalized Estimating Equations
SSRN Electronic JournalThis paper presents an application of Generalized Estimating Equations (GEE) for analyzing age-specific death rates (ASDRs), constituting a longitudinal dataset with repeated measurements over time. GEE models, known for their robustness in handling correlated data, offer a reliable solution when individual data records lack independence, thus ...
Reza Dastranj
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Correlations of BMI and Blood Lipids with Diabetes in an Elderly Health Check-up Population of Luzhou：a Longitudinal Study [PDF]
Zhongguo quanke yixue, 2022 BackgroundA number of studies have shown that obesity, overweight and dyslipidemia have various strength of correlation with diabetes, but there is a lack of longitudinal studies to verify this issue.ObjectiveTo perform a longitudinal study of diabetes ...
ZHANG Wenxin, FAN Song, LIU Xia, LI Xinping, LEI Zhi, LI Ailing
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SN Applied Sciences, 2021 Swallowing physiology includes numerous biomechanical events including displacement of the hyoid bone, which is a crucial component of airway protection and opening of the proximal esophagus.
Zhenwei Zhang +4 more
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