drgee

R package 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.

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References in zbMATH (referenced in 1 article , 1 standard article )

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  1. Zetterqvist, Johan; Sjölander, Arvid: Doubly robust estimation with the R package drgee (2015)