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drtmle

Doubly-Robust Nonparametric Estimation and Inference

v1.1.2 · Jan 5, 2023 · MIT + file LICENSE
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Description

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>).

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14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies SuperLearner np future.apply drtmle

Version History

new 1.1.2 Mar 10, 2026
updated 1.1.2 ← 1.1.1 diff Jan 4, 2023
updated 1.1.1 ← 1.1.0 diff Apr 22, 2022
updated 1.1.0 ← 1.0.5 diff Jun 1, 2021
updated 1.0.5 ← 1.0.4 diff Jan 9, 2020
updated 1.0.4 ← 1.0.3 diff Dec 17, 2018
updated 1.0.3 ← 1.0.2 diff Jul 1, 2018
updated 1.0.2 ← 1.0.0 diff Feb 4, 2018
new 1.0.0 Aug 16, 2017