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.

Author
Michael Wallace, Erica E M Moodie and David A Stephens
Date of publication
2016-11-03 19:03:50
Maintainer
Michael Wallace <michael.wallace@uwaterloo.ca>
License
GPL-2
Version
1.1

View on CRAN

Man pages

DTRreg
DTR Estimation and Inference via G-estimation and Dynamic...
plot.DTRreg
Diagnostic Plots for DTR Estimation
predict.DTRreg
Optimal Outcome Prediction for DTRs

Files in this package

DTRreg
DTRreg/NAMESPACE
DTRreg/R
DTRreg/R/DTRreg.R
DTRreg/MD5
DTRreg/DESCRIPTION
DTRreg/man
DTRreg/man/DTRreg.Rd
DTRreg/man/plot.DTRreg.Rd
DTRreg/man/predict.DTRreg.Rd