The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
Learn optimal policies via doubly robust empirical welfare maximization over trees. Given doubly robust reward estimates, this package finds a rule-based treatment prescription policy, where the policy takes the form of a shallow decision tree that is globally (or close to) optimal.
| Version: | 1.2.3 |
| Depends: | R (≥ 3.5.0) |
| Imports: | Rcpp, grf (≥ 2.0.0) |
| LinkingTo: | Rcpp, BH |
| Suggests: | testthat (≥ 3.0.4), DiagrammeR |
| Published: | 2024-06-13 |
| DOI: | 10.32614/CRAN.package.policytree |
| Author: | Erik Sverdrup [aut, cre], Ayush Kanodia [aut], Zhengyuan Zhou [aut], Susan Athey [aut], Stefan Wager [aut] |
| Maintainer: | Erik Sverdrup <erik.sverdrup at monash.edu> |
| BugReports: | https://github.com/grf-labs/policytree/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/grf-labs/policytree |
| NeedsCompilation: | yes |
| CRAN checks: | policytree results |
| Reference manual: | policytree.pdf |
| Package source: | policytree_1.2.3.tar.gz |
| Windows binaries: | r-devel: policytree_1.2.3.zip, r-release: policytree_1.2.3.zip, r-oldrel: policytree_1.2.3.zip |
| macOS binaries: | r-release (arm64): policytree_1.2.3.tgz, r-oldrel (arm64): policytree_1.2.3.tgz, r-release (x86_64): policytree_1.2.3.tgz, r-oldrel (x86_64): policytree_1.2.3.tgz |
| Old sources: | policytree archive |
| Reverse imports: | EpiForsk, polle |
Please use the canonical form https://CRAN.R-project.org/package=policytree to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.