Weighted Generalized Estimating Equations and Model Selection

Weighted generalized estimating equations (WGEE) is an extension of generalized linear models to longitudinal clustered data by incorporating the correlation within-cluster when data is missing at random (MAR). The parameters in mean, scale correlation structures are estimated based on quasi-likelihood. Multiple model selection criterion are provided for selection of mean model and working correlation structure based on WGEE/GEE.


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install.packages("wgeesel")

1.5 by Zheng Li, a year ago


Browse source code at https://github.com/cran/wgeesel


Authors: Cong Xu <[email protected]> , Zheng Li <[email protected]> , Ming Wang <[email protected]>


Documentation:   PDF Manual  


GPL-2 license


Imports MASS, stats, geepack, bindata, PoisNor, CRTgeeDR


See at CRAN