General Purpose G-Estimation for End of Study or Time-Varying Outcomes

Provides a series of general purpose tools to perform g-estimation using the methods described in Sjolander and Vansteelandt (2016) and Dukes and Vansteelandt . The package allows for g-estimation in a wide variety of circumstances, including an end of study or time-varying outcome, and an exposure that is a binary, continuous, or a categorical variable with three or more categories. The package also supports g-estimation with time-varying causal effects and effect modification by a confounding variable.


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install.packages("gesttools")

1.0.1 by Daniel Tompsett, a month ago


https://github.com/danieltompsett/gesttools


Report a bug at https://github.com/danieltompsett/gesttools/issues


Browse source code at https://github.com/cran/gesttools


Authors: Daniel Tompsett , Stijn Vansteelandt , Oliver Dukes , Bianca De Stavola


Documentation:   PDF Manual  


GPL-3 license


Imports DataCombine, tidyr, tibble, tidyselect, geeM, rsample, nnet, magrittr


See at CRAN