DynTxRegime (3.0)

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 over 1 year ago.