drgee: Doubly Robust Generalized Estimating Equations

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.

Version: 1.1.3
Depends: stats, nleqslv, survival, R (≥ 3.0.0)
Published: 2015-06-13
Author: Johan Zetterqvist , Arvid Sjölander with contributions from Alexander Ploner.
Maintainer: Johan Zetterqvist <johan.zetterqvist at ki.se>
License: GPL-2 | GPL-3
NeedsCompilation: no
Citation: drgee citation info
Materials: NEWS
In views: Robust
CRAN checks: drgee results

Downloads:

Reference manual: drgee.pdf
Package source: drgee_1.1.3.tar.gz
Windows binaries: r-devel: drgee_1.1.3.zip, r-release: drgee_1.1.3.zip, r-oldrel: drgee_1.1.3.zip
OS X Snow Leopard binaries: r-release: drgee_1.1.3.tgz, r-oldrel: drgee_1.1.2.tgz
OS X Mavericks binaries: r-release: drgee_1.1.3.tgz
Old sources: drgee archive