DTRreg: DTR Estimation and Inference via G-Estimation, Dynamic WOLS, and Q-Learning
Version 1.2

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.

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AuthorMichael Wallace, Erica E M Moodie, David A Stephens and Gabrielle Simoneau
Date of publication2017-05-19 20:48:06 UTC
MaintainerMichael Wallace <michael.wallace@uwaterloo.ca>
LicenseGPL-2
Version1.2
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("DTRreg")

Man pages

chooseM.DTRreg: Adaptive Choice of the Bootstrap Resample Size M for the...
DTRreg: DTR Estimation and Inference via G-estimation, Dynamic WOLS,...
plot.DTRreg: Diagnostic Plots for DTR Estimation
predict.DTRreg: Optimal Outcome Prediction for DTRs

Functions

DTRreg Man page Source code
DTRreg.trunc Man page Source code
chooseM Man page Source code
coef.DTRreg Source code
confint.DTRreg Source code
get_all_vars_DTR Source code
plot.DTRreg Man page Source code
predict.DTRreg Man page Source code
print.DTRreg Man page Source code
summary.DTRreg Source code

Files

NAMESPACE
R
R/DTRreg.R
MD5
DESCRIPTION
man
man/DTRreg.Rd
man/plot.DTRreg.Rd
man/predict.DTRreg.Rd
man/chooseM.DTRreg.Rd
DTRreg documentation built on May 23, 2017, 9:05 a.m.