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Generalized Estimating Equation and Generalized Linear Mixed Models
2020This chapter covers methods to model observations that are correlated. The modeling of correlated data requires an alternative to the joint likelihood to obtain the parameter estimates. One such method is based on modeling the marginal mean and another method is based on modeling the conditional mean.
Jeffrey R. Wilson +2 more
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Diagnostic techniques in generalized estimating equations
Journal of Statistical Computation and Simulation, 2007We consider herein diagnostic methods for the quasi-likelihood regression models developed by Zeger and Liang [Zeger, S. L., Liang, K.-Y., 1986, Longitudinal data analysis for discrete and conti-nuous outcomes. Biometrics, 42, 121–130.] to analyse discrete and continuous longitudinal data. Our proposal generalises well-known measures (projection matrix,
Maria Kelly Venezuela +2 more
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Spatial Confounding in Generalized Estimating Equations
The American Statistician, 2022Francis K. C. Hui, Howard D. Bondell
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