quantoptr: Algorithms for Quantile- And Mean-Optimal Treatment Regimes (original) (raw)
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 |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| In views: | CausalInference |
| CRAN checks: | quantoptr results |
Documentation:
Downloads:
Reverse dependencies:
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=quantoptrto link to this page.