Article

Comparison of generalized estimating equations and Gaussian copula regression results using data from the randomized control trial

2022-08-29

Abstract excerpt

<title>Abstract</title> <p>Background: In repeated measures data the observations tend to be correlated within each subject and such data are often analysed using Generalized Estimating Equations which is robust to assumptions that many methods hold. Correlation within-subject can be accounted for in working correlation structures. The main limitation of GEE is that its method of estimation is quasi-likelihood....

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 839aa702-a043-5c0b-8ea1-06755a3d1c0f
DOI: 10.21203/rs.3.rs-1970527/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Comparison of generalized estimating equations and Gaussian copula regression results using data from the randomized control trialDOI 10.21203/rs.3.rs-1970527/v1Read

Analysis of repeated measures in clinical trials using summary statisticsSemantic proximity Read

Is OR “portable” in meta-analysis? Time to consider bivariate generalized linear mixed modelSemantic proximity Read

Temporal Changes in the Relationship Between Central Venous Pressure and B-Line Score in Patients Undergoing Transurethral Resection of the Prostate: Evidence from a Generalized Estimating Equations ModelSemantic proximity Read

[Theory, method and application of method R on estimation of (co)variance components].Semantic proximity Read

Graphical examples show why caution is required if using the coefficient of determination (R <sup>2</sup> ) to interpret data for medical case reportsSemantic proximity Read

Exact conditional inference in models for longitudinal designsSemantic proximity Read

Botulinum toxin and its effects - A study on patient population to know conditions to which it is frequently applied An observational cohort study.Semantic proximity Read

Approach for streamlining measurement of complex physiological phenotypes of upper airway collapsibility.Semantic proximity Read

Postoperative Urinary Retention: Risk Factors, Bladder Filling Rate and Time to Catheterization: An Observational Study as Part of a Randomized Controlled TrialSemantic proximity Read

Power Testing of Graphical Methods for identification of Outliers in Poisson Regression ModelSemantic proximity Read

External validation of the predictive performance of population pharmacokinetic models for phenobarbital in pediatric patientsSemantic proximity Read

Consensus design of a calibration experiment for human fear conditioningSemantic proximity Read