DynTxRegime (4.3)

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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.

Maintainer: Shannon Holloway
Author(s): S. T. Holloway, E. B. Laber, K. A. Linn, B. Zhang, M. Davidian, and A. A. Tsiatis

License: GPL-2

Uses: dfoptim, kernlab, modelObj, rgenoud, rpart, MASS, nnet

Released 4 months ago.

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