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).


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("CRTgeeDR")

2.0 by Melanie Prague, 2 years 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  


Task views: Missing Data


GPL (>= 2) license


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


Imported by wgeesel.


See at CRAN