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:
| Reference manual: | drtmle.pdf |
| Vignettes: |
'drtmle': Doubly-Robust Inference in R |
Downloads:
| Package source: | drtmle_1.1.2.tar.gz |
| Windows binaries: | r-devel: drtmle_1.1.2.zip, r-release: drtmle_1.1.2.zip, r-oldrel: drtmle_1.1.2.zip |
| macOS binaries: | r-release (arm64): drtmle_1.1.2.tgz, r-oldrel (arm64): drtmle_1.1.2.tgz, r-release (x86_64): drtmle_1.1.2.tgz, r-oldrel (x86_64): drtmle_1.1.2.tgz |
| Old sources: | drtmle archive |
Reverse dependencies:
| Reverse imports: | biotmle |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=drtmle to link to this page.