CRAN/E | DTRKernSmooth

DTRKernSmooth

Estimate and Make Inference About Optimal Treatment Regimes via Smoothed Methods

Installation

About

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.

Key Metrics

Version 1.1.0
Published 2023-11-03 166 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks DTRKernSmooth results

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Maintainer

Maintainer

Yunan Wu

yunan.wu@utdallas.edu

Authors

Yunan Wu

aut / cre / cph

Lan Wang

aut

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

DTRKernSmooth archive

Imports

Rcpp ≥ 1.0.9

LinkingTo

Rcpp
RcppEigen