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CRAN: Package drtmle

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>).

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 [aut, cre, cph], Nima Hejazi [ctb] Maintainer: David Benkeser <benkeser at emory.edu> BugReports: https://github.com/benkeser/drtmle/issues License: MIT + file LICENSE URL: https://github.com/benkeser/drtmle NeedsCompilation: no Materials: NEWS In views: CausalInference CRAN checks: drtmle results Documentation: Downloads: Reverse dependencies: Linking:

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