quantoptr: Algorithms for Quantile- And Mean-Optimal Treatment Regimes

Estimation methods for optimal treatment regimes under three different criteria, namely marginal quantile, marginal mean, and mean absolute difference. For the first two criteria, both one-stage and two-stage estimation method are implemented. A doubly robust estimator for estimating the quantile-optimal treatment regime is also included.

Version: 0.1.3
Depends: R (≥ 3.2), stats, utils
Imports: stringr, rgenoud (≥ 5.7), quantreg (≥ 5.18), parallel, methods, Rdpack
Published: 2018-02-05
Author: Yu Zhou [cre, aut], Lan Wang [ctb], Ben Sherwood [ctb], Rui Song [ctb]
Maintainer: Yu Zhou <zhou0269 at umn.edu>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: quantoptr results

Downloads:

Reference manual: quantoptr.pdf
Package source: quantoptr_0.1.3.tar.gz
Windows binaries: r-devel: quantoptr_0.1.3.zip, r-release: quantoptr_0.1.3.zip, r-oldrel: quantoptr_0.1.3.zip
OS X binaries: r-release: quantoptr_0.1.3.tgz, r-oldrel: quantoptr_0.1.3.tgz
Old sources: quantoptr archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=quantoptr to link to this page.