drgee: Doubly Robust Generalized Estimating Equations
Version 1.1.6

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.

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AuthorJohan Zetterqvist <johan.zetterqvist@ki.se> , Arvid Sjölander <arvid.sjolander@ki.se> with contributions from Alexander Ploner.
Date of publication2016-11-08 11:10:20
MaintainerJohan Zetterqvist <johan.zetterqvist@ki.se>
LicenseGPL-2 | GPL-3
Version1.1.6
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("drgee")

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

Functions

centerX Source code
coef.drgee Man page Source code
coef.gee Man page Source code
conditFit Source code
d.dr.logit.eq.func Source code
dr.logit.eq.func Source code
drConditFit Source code
drFit Source code
dreFit Source code
dreFitCond Source code
drgee Man page Source code
drgee-package Man page
drgeeData Man page Man page Source code
eFit Source code
expit Source code
findRoots Man page Source code
gee Man page Source code
geeFit Source code
geeFitCond Source code
getDiscordantClustersInfo Source code
getResidsFromClogit Source code
getScoreResidualsFromClogit Man page Source code
oFit Source code
print.drgee Man page Source code
print.gee Man page Source code
print.summary.drgee Man page Source code
print.summary.drgeeData Man page Source code
print.summary.gee Man page Source code
robVcov Man page Source code
summary.drgee Man page Source code
summary.drgeeData Man page Source code
summary.gee Man page Source code
vcov.drgee Man page Source code
vcov.gee Man page Source code

Files

inst
inst/CITATION
src
src/Makevars
src/condit.cpp
src/center.cpp
src/Makevars.win
NAMESPACE
NEWS
R
R/gee.R
R/dreFit.R
R/findRoots.R
R/eFit.R
R/geeFit.R
R/drgeeData.R
R/conditFit.R
R/dreFitCond.R
R/drFit.R
R/geeFitCond.R
R/oFit.R
R/drConditFit.R
R/drgee.R
R/robVcov.R
MD5
DESCRIPTION
man
man/drgeeData.Rd
man/gee.Rd
man/drgee-package.Rd
man/getScoreResidualsFromClogit.Rd
man/robVcov.Rd
man/findRoots.Rd
man/drgee.Rd
drgee documentation built on May 19, 2017, 11:04 p.m.