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: 1.0.0
Imports: Rcpp (≥ 1.0.9)
LinkingTo: Rcpp, RcppArmadillo, RcppEigen
Published: 2023-03-22
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


Reference manual: DTRKernSmooth.pdf


Package source: DTRKernSmooth_1.0.0.tar.gz
Windows binaries: r-devel: DTRKernSmooth_1.0.0.zip, r-release: DTRKernSmooth_1.0.0.zip, r-oldrel: DTRKernSmooth_1.0.0.zip
macOS binaries: r-release (arm64): DTRKernSmooth_1.0.0.tgz, r-oldrel (arm64): DTRKernSmooth_1.0.0.tgz, r-release (x86_64): DTRKernSmooth_1.0.0.tgz, r-oldrel (x86_64): DTRKernSmooth_1.0.0.tgz
Old sources: DTRKernSmooth archive


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