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

Documentation:

Reference manual:

quantoptr.pdf

Downloads:

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

Linking:

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