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DTRKernSmooth  

Estimate and Make Inference About Optimal Treatment Regimes via Smoothed Methods
View on CRAN: Click here


Download and install DTRKernSmooth package within the R console
Install from CRAN:
install.packages("DTRKernSmooth")

Install from Github:
library("remotes")
install_github("cran/DTRKernSmooth")

Install by package version:
library("remotes")
install_version("DTRKernSmooth", "1.1.0")



Attach the package and use:
library("DTRKernSmooth")
Maintained by
Yunan Wu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-02-22
Latest Update: 2023-11-03
Description:
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
How to cite:
Yunan Wu (2023). DTRKernSmooth: Estimate and Make Inference About Optimal Treatment Regimes via Smoothed Methods. R package version 1.1.0, https://cran.r-project.org/web/packages/DTRKernSmooth. Accessed 07 Nov. 2024.
Previous versions and publish date:
0.1.0 (2023-02-22 15:50), 1.0.0 (2023-03-22 01:40)
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