A Comparison of Two Bias‐Corrected Covariance Estimators for Generalized Estimating Equations

DOI10.1111/j.1541-0420.2007.00764.xzbMath1147.62050OpenAlexW2080074665WikidataQ51906411 ScholiaQ51906411MaRDI QIDQ5434932

Bing Lu, John S. Preisser, Bahjat F. Qaqish, C. M. Suchindran, Shrikant I. Bangdiwala, Mark Wolfson

Publication date: 14 January 2008

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/j.1541-0420.2007.00764.x

zbMATH Keywords

intraclass correlationcorrelated binary outcomescluster trials

Mathematics Subject Classification ID

Related Items (10)

Alternating logistic regressions with improved finite sample properties ⋮ Improved standard error estimator for maintaining the validity of inference in cluster randomized trials with a small number of clusters ⋮ Practical Review and Comparison of Modified Covariance Estimators for Linear Mixed Models in Small‐sample Longitudinal Studies with Missing Data ⋮ Improving sandwich variance estimation for marginal Cox analysis of cluster randomized trials ⋮ A population‐averaged approach to diagnostic test meta‐analysis ⋮ The performances of several modified CIC criteria for working intra-cluster correlation structure selection in GEE analysis ⋮ On small‐sample inference in group randomized trials with binary outcomes and cluster‐level covariates ⋮ Criterion for the simultaneous selection of a working correlation structure and either generalized estimating equations or the quadratic inference function approach ⋮ Robust Small Sample Inference for Generalised Estimating Equations: An Application of the Anova-type Test ⋮ Sample Size Considerations for GEE Analyses of Three-Level Cluster Randomized Trials

Cites Work

• Longitudinal data analysis using generalized linear models
• A Covariance Estimator for GEE with Improved Small‐Sample Properties
• Small-Sample Adjustments for Wald-Type Tests Using Sandwich Estimators
• Correlated Binary Regression with Covariates Specific to Each Binary Observation
• Deletion diagnostics for generalised estimating equations
• A family of multivariate binary distributions for simulating correlated binary variables with specified marginal means and correlations
• A Note on the Efficiency of Sandwich Covariance Matrix Estimation
• Regression analysis of correlated binary data: some small sample results for the estimating equation approach

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