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).

Getting started

Package details

AuthorMichael Wallace, Erica E M Moodie, David A Stephens and Gabrielle Simoneau
MaintainerMichael Wallace <michael.wallace@uwaterloo.ca>
LicenseGPL-2
Version1.5
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("DTRreg")

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DTRreg documentation built on Oct. 30, 2019, 11:35 a.m.