drtmle: Doubly-Robust Nonparametric Estimation and Inference

Targeted minimum loss-based estimators of counterfactual means and causal effects that are doubly-robust with respect both to consistency and asymptotic normality (Benkeser et al (2017), <doi:10.1093/biomet/asx053>; MJ van der Laan (2014), <doi:10.1515/ijb-2012-0038>).

Package details

AuthorDavid Benkeser [aut, cre, cph] (<https://orcid.org/0000-0002-1019-8343>), Nima Hejazi [ctb] (<https://orcid.org/0000-0002-7127-2789>)
MaintainerDavid Benkeser <[email protected]>
LicenseMIT + file LICENSE
Version1.0.3
URL https://github.com/benkeser/drtmle
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("drtmle")

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drtmle documentation built on July 4, 2018, 9:05 a.m.