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DynTxRegime

Methods for Estimating Optimal Dynamic Treatment Regimes

v4.16 · May 3, 2025 · GPL-2

Description

Methods to estimate dynamic treatment regimes using Interactive Q-Learning, Q-Learning, weighted learning, and value-search methods based on Augmented Inverse Probability Weighted Estimators and Inverse Probability Weighted Estimators. Dynamic Treatment Regimes: Statistical Methods for Precision Medicine, Tsiatis, A. A., Davidian, M. D., Holloway, S. T., and Laber, E. B., Chapman & Hall/CRC Press, 2020, ISBN:978-1-4987-6977-8.

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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

Reverse Dependencies (3)

Dependency Network

Dependencies Reverse dependencies modelObj kernlab rgenoud dfoptim DevTreatRules causal.decomp polle DynTxRegime

Version History

new 4.16 Mar 10, 2026
updated 4.16 ← 4.15 diff May 2, 2025
updated 4.15 ← 4.14 diff Nov 23, 2023
updated 4.14 ← 4.12 diff Aug 28, 2023
updated 4.12 ← 4.11 diff Apr 24, 2023
updated 4.11 ← 4.10 diff Sep 28, 2022
updated 4.10 ← 4.9 diff Jun 6, 2022
updated 4.9 ← 4.8 diff Nov 8, 2020
updated 4.8 ← 4.7 diff Oct 15, 2020
updated 4.7 ← 4.6 diff Jul 21, 2020
updated 4.6 ← 4.5 diff Jul 3, 2020
updated 4.5 ← 4.4 diff Jun 26, 2020
updated 4.4 ← 4.3 diff Jun 4, 2020
updated 4.3 ← 4.2 diff Dec 12, 2019
updated 4.2 ← 4.1 diff Oct 16, 2019
updated 4.1 ← 4.0 diff Mar 20, 2019
updated 4.0 ← 3.2 diff Feb 25, 2019
updated 3.2 ← 3.01 diff Feb 11, 2018
updated 3.01 ← 3.0 diff May 21, 2017
updated 3.0 ← 2.1 diff May 15, 2017