CRAN/E | drgee

drgee

Doubly Robust Generalized Estimating Equations

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About

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.

Citation drgee citation info

Key Metrics

Version 1.1.10
Published 2020-01-09 1561 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks drgee results

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Maintainer

Maintainer

Johan Zetterqvist

drjohanzetterqvist@gmail.com

Authors

Johan Zetterqvist <drjohanzetterqvist at gmail.com>
Arvid Sjölander <arvid.sjolander at ki.se>
Alexander Ploner.

Material

NEWS
Reference manual
Package source

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Robust

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

drgee archive

Imports

nleqslv
survival
Rcpp
data.table

LinkingTo

Rcpp
RcppArmadillo

Reverse Depends

AF

Reverse Imports

stdReg