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: | 2.0.1 |
| Depends: | R (≥ 2.10), Matrix, MASS, ggplot2, grDevices, graphics, stats, methods |
| Published: | 2022-09-06 |
| DOI: | 10.32614/CRAN.package.CRTgeeDR |
| 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, MixedModels |
| CRAN checks: | CRTgeeDR results |
| Reference manual: | CRTgeeDR.html , CRTgeeDR.pdf |
| Package source: | CRTgeeDR_2.0.1.tar.gz |
| Windows binaries: | r-devel: CRTgeeDR_2.0.1.zip, r-release: CRTgeeDR_2.0.1.zip, r-oldrel: CRTgeeDR_2.0.1.zip |
| macOS binaries: | r-release (arm64): CRTgeeDR_2.0.1.tgz, r-oldrel (arm64): CRTgeeDR_2.0.1.tgz, r-release (x86_64): CRTgeeDR_2.0.1.tgz, r-oldrel (x86_64): CRTgeeDR_2.0.1.tgz |
| Old sources: | CRTgeeDR archive |
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