The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.

DTRKernSmooth: Estimate and Make Inference About Optimal Treatment Regimes via Smoothed Methods

Methods to estimate the optimal treatment regime among all linear regimes via smoothed estimation methods, and construct element-wise confidence intervals for the optimal linear treatment regime vector, as well as the confidence interval for the optimal value via wild bootstrap procedures, if the population follows treatments recommended by the optimal linear regime. See more details in: Wu, Y. and Wang, L. (2021), "Resampling-based Confidence Intervals for Model-free Robust Inference on Optimal Treatment Regimes", Biometrics, 77: 465– 476, <doi:10.1111/biom.13337>.

Version: 1.1.0
Imports: Rcpp (≥ 1.0.9)
LinkingTo: Rcpp, RcppEigen
Published: 2023-11-03
DOI: 10.32614/CRAN.package.DTRKernSmooth
Author: Yunan Wu [aut, cre, cph], Lan Wang [aut]
Maintainer: Yunan Wu <yunan.wu at utdallas.edu>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
CRAN checks: DTRKernSmooth results

Documentation:

Reference manual: DTRKernSmooth.pdf

Downloads:

Package source: DTRKernSmooth_1.1.0.tar.gz
Windows binaries: r-devel: DTRKernSmooth_1.1.0.zip, r-release: DTRKernSmooth_1.1.0.zip, r-oldrel: DTRKernSmooth_1.1.0.zip
macOS binaries: r-release (arm64): DTRKernSmooth_1.1.0.tgz, r-oldrel (arm64): DTRKernSmooth_1.1.0.tgz, r-release (x86_64): DTRKernSmooth_1.1.0.tgz, r-oldrel (x86_64): DTRKernSmooth_1.1.0.tgz
Old sources: DTRKernSmooth archive

Linking:

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

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.