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Estimation methods for optimal treatment regimes under three different criteria, namely marginal quantile, marginal mean, and mean absolute difference. For the first two criteria, both one-stage and two-stage estimation method are implemented. A doubly robust estimator for estimating the quantile-optimal treatment regime is also included.
| Version: | 0.1.3 |
| Depends: | R (≥ 3.2), stats, utils |
| Imports: | stringr, rgenoud (≥ 5.7), quantreg (≥ 5.18), parallel, methods, Rdpack |
| Published: | 2018-02-05 |
| DOI: | 10.32614/CRAN.package.quantoptr |
| Author: | Yu Zhou [cre, aut], Lan Wang [ctb], Ben Sherwood [ctb], Rui Song [ctb] |
| Maintainer: | Yu Zhou <zhou0269 at umn.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| In views: | CausalInference |
| CRAN checks: | quantoptr results |
| Reference manual: | quantoptr.pdf |
| Package source: | quantoptr_0.1.3.tar.gz |
| Windows binaries: | r-devel: quantoptr_0.1.3.zip, r-release: quantoptr_0.1.3.zip, r-oldrel: quantoptr_0.1.3.zip |
| macOS binaries: | r-release (arm64): quantoptr_0.1.3.tgz, r-oldrel (arm64): quantoptr_0.1.3.tgz, r-release (x86_64): quantoptr_0.1.3.tgz, r-oldrel (x86_64): quantoptr_0.1.3.tgz |
| Old sources: | quantoptr archive |
| Reverse suggests: | QTOCen |
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