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policytree
View on CRAN: Click
here
Download and install policytree package within the R console
Install from CRAN:
install.packages("policytree")
Install from Github:
library("remotes")
install_github("cran/policytree") Install by package version:
library("remotes")
install_version("policytree", "1.2.3") Attach the package and use:
library("policytree")
Maintained by
Erik Sverdrup
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-01-16
Latest Update: 2024-06-13
Description:
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.
How to cite:
Erik Sverdrup (2020). policytree: Policy Learning via Doubly Robust Empirical Welfare Maximization over Trees. R package version 1.2.3, https://cran.r-project.org/web/packages/policytree. Accessed 12 Jun. 2026.
Previous versions and publish date:
0.9.0 (2020-01-16 12:40), 0.9.1 (2020-03-20 11:30), 0.9.2 (2020-03-21 02:30), 1.0.1 (2020-07-13 08:30), 1.0.2 (2020-09-09 08:10), 1.0.3 (2020-09-13 17:10), 1.0.4 (2021-03-10 11:30), 1.0 (2020-06-22 06:50), 1.1.0 (2021-06-24 08:40), 1.1.1 (2021-07-07 06:30), 1.2.0 (2022-03-18 04:40), 1.2.1 (2022-11-20 05:10), 1.2.2 (2023-06-23 06:10), 1.2.3 (2024-06-14 00:00)
Other packages that cited policytree R package
View policytree citation profile
Other R packages that policytree depends,
imports, suggests or enhances
Complete documentation for policytree
Functions, R codes and Examples using
the policytree R package
Some associated functions: conditional_means . create_dot_body . double_robust_scores . export_graphviz . gen_data_epl . gen_data_mapl . hybrid_policy_tree . make_tree . multi_causal_forest . plot.policy_tree . policy_tree . policytree-package . predict.policy_tree . predict_test_tree . print.policy_tree .
Some associated R codes: RcppExports.R . causal_forest-scores.R . causal_survival_forest-scores.R . data.R . deprecated.R . hybrid_policy_tree.R . instrumental_forest-scores.R . multi_arm_causal_forest-scores.R . policy_tree-plot.R . policy_tree-print.R . policy_tree.R . policytree-package.R . scores.R . utils.R . Full policytree package functions and examples
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