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Fit restricted mean models for the conditional association between an exposure and an outcome, given covariates. Three methods are implemented: O-estimation, where a nuisance model for the association between the covariates and the outcome is used; E-estimation where a nuisance model for the association between the covariates and the exposure is used, and doubly robust (DR) estimation where both nuisance models are used. In DR-estimation, the estimates will be consistent when at least one of the nuisance models is correctly specified, not necessarily both. For more information, see Zetterqvist and Sjölander (2015) <doi:10.1515/em-2014-0021>.
| Version: | 1.1.10 |
| Imports: | nleqslv, survival, Rcpp, data.table |
| LinkingTo: | Rcpp, RcppArmadillo |
| Published: | 2020-01-09 |
| DOI: | 10.32614/CRAN.package.drgee |
| Author: | Johan Zetterqvist <drjohanzetterqvist at gmail.com> , Arvid Sjölander <arvid.sjolander at ki.se> with contributions from Alexander Ploner. |
| Maintainer: | Johan Zetterqvist <drjohanzetterqvist at gmail.com> |
| License: | GPL-2 | GPL-3 |
| NeedsCompilation: | yes |
| Citation: | drgee citation info |
| Materials: | NEWS |
| In views: | Robust |
| CRAN checks: | drgee results |
| Reference manual: | drgee.pdf |
| Package source: | drgee_1.1.10.tar.gz |
| Windows binaries: | r-devel: drgee_1.1.10.zip, r-release: drgee_1.1.10.zip, r-oldrel: drgee_1.1.10.zip |
| macOS binaries: | r-release (arm64): drgee_1.1.10.tgz, r-oldrel (arm64): drgee_1.1.10.tgz, r-release (x86_64): drgee_1.1.10.tgz, r-oldrel (x86_64): drgee_1.1.10.tgz |
| Old sources: | drgee archive |
| Reverse depends: | AF |
| Reverse imports: | stdReg, stdReg2 |
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