doi:10.1093/biomet/asx053>; MJ van der Laan (2014), <doi:10.1515/ijb-2012-0038>).">

drtmle: Doubly-Robust Nonparametric Estimation and Inference (original) (raw)

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>).

Version: 1.1.2
Depends: R (≥ 3.5.0)
Imports: SuperLearner, np, future.apply
Suggests: testthat, knitr, rmarkdown, gam, quadprog, nloptr, parallel, foreach, stringi
Published: 2023-01-05
DOI: 10.32614/CRAN.package.drtmle
Author: David Benkeser ORCID iD [aut, cre, cph], Nima Hejazi ORCID iD [ctb]
Maintainer: David Benkeser
BugReports: https://github.com/benkeser/drtmle/issues
License: MIT + file
URL: https://github.com/benkeser/drtmle
NeedsCompilation: no
Materials: NEWS
In views: CausalInference
CRAN checks: drtmle results

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