drgee: Doubly Robust Generalized Estimating Equations

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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.

Author
Johan Zetterqvist <johan.zetterqvist@ki.se> , Arvid Sjölander <arvid.sjolander@ki.se> with contributions from Alexander Ploner.
Date of publication
2016-11-08 11:10:20
Maintainer
Johan Zetterqvist <johan.zetterqvist@ki.se>
License
GPL-2 | GPL-3
Version
1.1.6

View on CRAN

Man pages

drgee
Doubly Robust Generalized Estimating Equations
drgeeData
Extracting Variables and Model Matrices for Generalized...
drgee-package
Doubly Robust Generalized Estimating Equations
findRoots
Non Linear Equation System Solving
gee
Generalized Estimating Equations
getScoreResidualsFromClogit
Get the (conditional) score residuals from conditional...
robVcov
Robust Variance Calculation

Files in this package

drgee
drgee/inst
drgee/inst/CITATION
drgee/src
drgee/src/Makevars
drgee/src/condit.cpp
drgee/src/center.cpp
drgee/src/Makevars.win
drgee/NAMESPACE
drgee/NEWS
drgee/R
drgee/R/gee.R
drgee/R/dreFit.R
drgee/R/findRoots.R
drgee/R/eFit.R
drgee/R/geeFit.R
drgee/R/drgeeData.R
drgee/R/conditFit.R
drgee/R/dreFitCond.R
drgee/R/drFit.R
drgee/R/geeFitCond.R
drgee/R/oFit.R
drgee/R/drConditFit.R
drgee/R/drgee.R
drgee/R/robVcov.R
drgee/MD5
drgee/DESCRIPTION
drgee/man
drgee/man/drgeeData.Rd
drgee/man/gee.Rd
drgee/man/drgee-package.Rd
drgee/man/getScoreResidualsFromClogit.Rd
drgee/man/robVcov.Rd
drgee/man/findRoots.Rd
drgee/man/drgee.Rd