Package: DTRreg
Type: Package
Title: DTR Estimation and Inference via G-Estimation, Dynamic WOLS,
        Q-Learning, and Dynamic Weighted Survival Modeling (DWSurv)
Version: 1.7
Date: 2020-09-11
Author: Michael Wallace, Erica E M Moodie, David A Stephens, Gabrielle Simoneau and Juliana Schulz
Maintainer: Michael Wallace <michael.wallace@uwaterloo.ca>
Description: 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). Extension to continuous treatment variables (gdwols). Wallace et al. (2017) <DOI:10.18637/jss.v080.i02>; Simoneau et al. (2020) <DOI:10.1080/00949655.2020.1793341>.
License: GPL-2
Imports: graphics, stats, utils, dplyr, MASS
Encoding: UTF-8
LazyData: true
RoxygenNote: 6.0.1
NeedsCompilation: no
Packaged: 2020-09-11 13:54:29 UTC; procyon
Repository: CRAN
Date/Publication: 2020-09-13 16:10:03 UTC
Built: R 4.1.0; ; 2021-05-27 09:48:32 UTC; unix
