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 <[email protected]> , Arvid Sjölander <[email protected]> with contributions from Alexander Ploner.|
|Date of publication||2016-11-08 11:10:20|
|Maintainer||Johan Zetterqvist <[email protected]>|
|License||GPL-2 | GPL-3|
|Package repository||View on CRAN|
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