Criterion for the simultaneous selection of a working correlation structure and either generalized estimating equations or the quadratic inference function approach
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Publication:5420232
DOI10.1002/bimj.201300098zbMath1441.62530OpenAlexW1496560116WikidataQ51123065 ScholiaQ51123065MaRDI QIDQ5420232
Publication date: 11 June 2014
Published in: Biometrical Journal (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1002/bimj.201300098
efficiencygeneralized estimating equationsquadratic inference functionsempirical covariance matrixcorrelation selection
Estimation in multivariate analysis (62H12) Applications of statistics to biology and medical sciences; meta analysis (62P10)
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Cites Work
- Large Sample Properties of Generalized Method of Moments Estimators
- Longitudinal data analysis using generalized linear models
- A Covariance Estimator for GEE with Improved Small‐Sample Properties
- Improving generalised estimating equations using quadratic inference functions
- A bias-corrected covariance estimator for improved inference when using an unstructured correlation with quadratic inference functions
- A note on improving quadratic inference functions using a linear shrinkage approach
- Empirical likelihood and general estimating equations
- Empirical likelihood for generalized linear models with longitudinal data
- Correlated data analysis: modeling, analytics, and applications
- A Comparison of Utilized and Theoretical Covariance Weighting Matrices on the Estimation Performance of Quadratic Inference Functions
- Criterion for the Selection of a Working Correlation Structure in the Generalized Estimating Equation Approach for Longitudinal Balanced Data
- Akaike's Information Criterion in Generalized Estimating Equations
- Model diagnostic tests for selecting informative correlation structure in correlated data
- Some Covariance Models for Longitudinal Count Data with Overdispersion
- Hypothesis testing of regression parameters in semiparametric generalized linear models for cluster correlated data
- Assessing robustness of generalised estimating equations and quadratic inference functions
- Empirical likelihood ratio confidence intervals for a single functional
- Conditional score functions: Some optimality results
- Analysis of clustered data: A combined estimating equations approach
- Working correlation structure misspecification, estimation and covariate design: Implications for generalised estimating equations performance
- A Note on the Efficiency of Sandwich Covariance Matrix Estimation
- Building Adaptive Estimating Equations When Inverse of Covariance Estimation is Difficult
- Informative Estimation and Selection of Correlation Structure for Longitudinal Data
- Criterion for the simultaneous selection of a working correlation structure and either generalized estimating equations or the quadratic inference function approach
- A Comparison of Two Bias‐Corrected Covariance Estimators for Generalized Estimating Equations
