qLearn: Estimation and inference for Q-learning

Functions to implement Q-learning for estimating optimal dynamic treatment regimes from two stage sequentially randomized trials, and to perform inference via m-out-of-n bootstrap for parameters indexing the optimal regime.

Getting started

Package details

AuthorJingyi Xin, Bibhas Chakraborty, and Eric B. Laber
MaintainerBibhas Chakraborty <[email protected]>
LicenseGPL-2
Version1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("qLearn")

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qLearn documentation built on May 2, 2019, 9:18 a.m.