Other packages > Find by keyword >

policytree  

Policy Learning via Doubly Robust Empirical Welfare Maximization over Trees
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]
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 22 Sep. 2026.
Previous versions and publish date:
(2026-08-04 12:31), 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), 1.2.4 (2026-02-18 08:10)
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
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

spider  
Species Identity and Evolution in R
Analysis of species limits and DNA barcoding data. Included are functions for generating important s ...
Download / Learn more Package Citations See dependency  
Countr  
Flexible Univariate Count Models Based on Renewal Processes
Flexible univariate count models based on renewal processes. The models may include covariates and ...
Download / Learn more Package Citations See dependency  
cnum  
Chinese Numerals Processing
Chinese numerals processing in R, such as conversion between Chinese numerals and Arabic numerals a ...
Download / Learn more Package Citations See dependency  
odns  
Access Scottish Health and Social Care Open Data
Allows potential users of Scottish Health and Social Care Open Data ( ...
Download / Learn more Package Citations See dependency  
jointseg  
Joint Segmentation of Multivariate (Copy Number) Signals
Methods for fast segmentation of multivariate signals into piecewise constant profiles and for gene ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

28,720

R Packages

247,686

Dependencies

75,677

Author Associations

28,721

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA