DynTxRegime: Methods for Estimating Optimal Dynamic Treatment Regimes

Methods to estimate dynamic treatment regimes using Interactive Q-Learning, Q-Learning, weighted learning, and value-search methods based on Augmented Inverse Probability Weighted Estimators and Inverse Probability Weighted Estimators.

Package details

AuthorS. T. Holloway, E. B. Laber, K. A. Linn, B. Zhang, M. Davidian, and A. A. Tsiatis
MaintainerShannon T. Holloway <[email protected]>
LicenseGPL-2
Version3.2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("DynTxRegime")

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DynTxRegime documentation built on Feb. 13, 2018, 1:02 a.m.