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).
Version: | 2.0 |
Depends: | Matrix, MASS, ggplot2, grDevices, graphics, stats, methods |
Published: | 2017-07-09 |
Author: | 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) |
Maintainer: | Melanie Prague <mprague at hsph.harvard.edu> |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
NeedsCompilation: | no |
In views: | MissingData |
CRAN checks: | CRTgeeDR results |
Reference manual: | CRTgeeDR.pdf |
Package source: | CRTgeeDR_2.0.tar.gz |
Windows binaries: | r-devel: CRTgeeDR_2.0.zip, r-release: CRTgeeDR_2.0.zip, r-oldrel: CRTgeeDR_2.0.zip |
macOS binaries: | r-release (arm64): CRTgeeDR_2.0.tgz, r-oldrel (arm64): CRTgeeDR_2.0.tgz, r-release (x86_64): CRTgeeDR_2.0.tgz, r-oldrel (x86_64): CRTgeeDR_2.0.tgz |
Old sources: | CRTgeeDR archive |
Reverse imports: | wgeesel |
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