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DTRreg

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

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>.

Versions across snapshots

VersionRepositoryFileSize
2.3 rolling source/ R- DTRreg_2.3.tar.gz 163.4 KiB
2.3 latest source/ R- DTRreg_2.3.tar.gz 163.4 KiB
2.3 2026-04-09 windows/windows R-4.5 DTRreg_2.3.zip 429.1 KiB

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Imports