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 (for G-estimation) recursive sandwich estimation. Estimation and inference for survival outcomes via Dynamic Weighted Survival Modeling (DWSurv).

Version: 1.5
Imports: graphics, stats, utils
Published: 2019-10-17
Author: Michael Wallace, Erica E M Moodie, David A Stephens and Gabrielle Simoneau
Maintainer: Michael Wallace <michael.wallace at uwaterloo.ca>
License: GPL-2
NeedsCompilation: no
CRAN checks: DTRreg results

Downloads:

Reference manual: DTRreg.pdf
Package source: DTRreg_1.5.tar.gz
Windows binaries: r-devel: DTRreg_1.5.zip, r-devel-gcc8: DTRreg_1.5.zip, r-release: DTRreg_1.5.zip, r-oldrel: DTRreg_1.5.zip
OS X binaries: r-release: DTRreg_1.5.tgz, r-oldrel: DTRreg_1.5.tgz
Old sources: DTRreg archive

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