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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 |
| Reference manual: | DTRKernSmooth.pdf |
| 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 |
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