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DTRreg

DTR Estimation and Inference via G-Estimation, Dynamic WOLS, Q-Learning, and Dynamic Weighted Survival Modeling (DWSurv)

v2.3 · May 3, 2025 · GPL-2
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Description

Dynamic treatment regime estimation and inference via G-estimation, dynamic weighted ordinary least squares (dWOLS) and Q-learning. Inference via bootstrap and recursive sandwich estimation. Estimation and inference for survival outcomes via Dynamic Weighted Survival Modeling (DWSurv). Extension to continuous treatment variables. Wallace et al. (2017) <DOI:10.18637/jss.v080.i02>; Simoneau et al. (2020) <DOI:10.1080/00949655.2020.1793341>.

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CRAN Check Status

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 nnet R6 DTRreg

Version History

new 2.3 Mar 10, 2026
updated 2.3 ← 2.2 diff May 2, 2025
updated 2.2 ← 2.1 diff Mar 22, 2024
updated 2.1 ← 2.0 diff Mar 13, 2024
updated 2.0 ← 1.7 diff Nov 18, 2023
updated 1.7 ← 1.6 diff Sep 12, 2020
updated 1.6 ← 1.5 diff Aug 10, 2020
updated 1.5 ← 1.4 diff Oct 16, 2019
updated 1.4 ← 1.3 diff Aug 20, 2019
updated 1.3 ← 1.2 diff Aug 29, 2017
updated 1.2 ← 1.1 diff May 18, 2017
updated 1.1 ← 1.0 diff Nov 2, 2016
new 1.0 Mar 8, 2016