DTRreg: DTR Estimation and Inference via G-Estimation, Dynamic WOLS, and Q-Learning

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. The authors thank Gabrielle Simoneau of McGill University for identifying (and fixing) some errors in an earlier version of the code.

Version: 1.1
Imports: graphics, stats, utils
Published: 2016-11-03
Author: Michael Wallace, Erica E M Moodie and David A Stephens
Maintainer: Michael Wallace <michael.wallace at uwaterloo.ca>
License: GPL-2
NeedsCompilation: no
CRAN checks: DTRreg results


Reference manual: DTRreg.pdf
Package source: DTRreg_1.1.tar.gz
Windows binaries: r-devel: DTRreg_1.1.zip, r-release: DTRreg_1.1.zip, r-oldrel: DTRreg_1.1.zip
OS X Mavericks binaries: r-release: DTRreg_1.1.tgz, r-oldrel: DTRreg_1.1.tgz
Old sources: DTRreg archive


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