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.

AuthorMichael Wallace, Erica E M Moodie and David A Stephens
Date of publication2016-11-03 19:03:50
MaintainerMichael Wallace <michael.wallace@uwaterloo.ca>
LicenseGPL-2
Version1.1

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Files

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

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