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. For more information, see Zetterqvist and Sjölander (2015) <doi:10.1515/em-2014-0021>.

Package details

AuthorJohan Zetterqvist <drjohanzetterqvist at gmail.com> , Arvid Sjölander <arvid.sjolander at ki.se> with contributions from Alexander Ploner.
MaintainerJohan Zetterqvist <[email protected]>
LicenseGPL-2 | GPL-3
Version1.1.8
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("drgee")

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drgee documentation built on May 21, 2019, 5:03 p.m.