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
DOI: 10.32614/CRAN.package.quantoptr
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
In views: CausalInference
CRAN checks: quantoptr results


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
macOS binaries: r-release (arm64): quantoptr_0.1.3.tgz, r-oldrel (arm64): quantoptr_0.1.3.tgz, r-release (x86_64): quantoptr_0.1.3.tgz, r-oldrel (x86_64): quantoptr_0.1.3.tgz
Old sources: quantoptr archive

Reverse dependencies:

Reverse suggests: QTOCen


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