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
doaj +4 more sources
Barriers for health care access affects maternal continuum of care utilization in Ethiopia; spatial analysis and generalized estimating equation. [PDF]
PLoS One, 2022 Background Although Ethiopia had made a significant change in maternal morbidity and mortality over the past decades, it remains a major public health concern. World Health Organization designed maternal continuum of care to reduce maternal morbidity and
Alamneh TS +8 more
europepmc +2 more sources
Discharge teaching, patient-reported discharge readiness and postsurgical outcomes in gynecologic patients undergoing day surgery: a generalized estimating equation. [PDF]
BMC Surg, 2022 Background Gynecologic patients undergoing day surgery are discharged in an intermediate stage of recovery. The quality of discharge teaching and discharge readiness are important to patients’ postsurgical outcomes, but little research has focused on ...
You H, Lei A, Li X, Liao X, Chang J.
europepmc +2 more sources
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 +2 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.
europepmc +2 more sources
Using Multilevel Models and Generalized Estimating Equation Models to Account for Clustering in Neurology Clinical Research. [PDF]
NeurologyIn clinical and health services research, clustered data (also known as data with a multilevel or hierarchical structure) are frequently encountered. For example, patients may be clustered or nested within hospitals.
Austin PC +4 more
europepmc +2 more sources
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
doaj +2 more sources
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
doaj +2 more sources
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
doaj +2 more sources
Relative efficiency of unequal versus equal cluster sizes in cluster randomized trials using generalized estimating equation models. [PDF]
Biom J, 2018 Liu J, Colditz GA.
europepmc +2 more sources