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.


Reference manual

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1.5 by Zheng Li, 4 years 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