A study of quadratic inference functions with alternative weighting matrices

DOI10.1080/03610918.2014.988255zbMath1362.62132OpenAlexW2547060361MaRDI QIDQ2974907

Shu Liao, Weiming Yang

Publication date: 11 April 2017

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2014.988255

zbMATH Keywords

longitudinal datasandwich variance estimatorsmall sample sizegeneralized estimating equations (GEE)quadratic inference function (QIF)

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Asymptotic distribution theory in statistics (62E20) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Measures of association (correlation, canonical correlation, etc.) (62H20) Point estimation (62F10)

Cites Work

• Large Sample Properties of Generalized Method of Moments Estimators
• Longitudinal data analysis using generalized linear models
• Improving generalised estimating equations using quadratic inference functions
• A note on improving quadratic inference functions using a linear shrinkage approach
• On the robust variance estimator in generalised estimating equations
• Repeated measurement analysis for nonnormal data in small samples
• Range of correlation matrices for dependent Bernoulli random variables

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