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drgee (version 1.1.10-4)

Doubly Robust Generalized Estimating Equations

Description

Estimates 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) .

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Version

Install

install.packages('drgee')

Monthly Downloads

1,261

Version

1.1.10-4

License

GPL-2 | GPL-3

Maintainer

Johan Zetterqvist

Last Published

January 16th, 2026

Functions in drgee (1.1.10-4)

drgee

Doubly Robust Generalized Estimating Equations
getScoreResidualsFromClogit

Get the (conditional) score residuals from conditional logistic regression
robVcov

Robust Variance Calculation
centerX

Cluster-center a design matrix around cluster means
findRoots

Non Linear Equation System Solving
drgeeData

Extracting Variables and Model Matrices for Generalized Estimating equations
gee

Generalized Estimating Equations
drgee-package

Doubly Robust Generalized Estimating Equations package