Doubly Robust Inverse Probability Weighted Augmented GEE Estimator

Implements a semi-parametric GEE estimator accounting for missing data with Inverse-probability weighting (IPW) and for imbalance in covariates with augmentation (AUG). The estimator IPW-AUG-GEE is Doubly robust (DR).


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install.packages("CRTgeeDR")

2.0 by Melanie Prague, 3 months ago


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


Authors: Melanie Prague [aut, cre], Paul Gilbert [ctb] (Author of R package numDeriv, which has been acknowledged in numDeriv.R), Ravi Varadhan [ctb] (Author of R package numDeriv, which has been acknowledged in numDeriv.R), Ming Wang [ctb] (Author of R package geesmv, which has been acknowledged in getFay.R), Lee McDaniel [ctb] (Author of R package geeM, which has been modfied and references in multiple R files), Nick Henderson [ctb] (Author of R package geeM, which has been modfied and references in multiple R files)


Documentation:   PDF Manual  


GPL (>= 2) license


Depends on Matrix, MASS, ggplot2, grDevices, graphics, stats, methods


See at CRAN