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hbal  

Hierarchically Regularized Entropy Balancing
View on CRAN: Click here


Download and install hbal package within the R console
Install from CRAN:
install.packages("hbal")

Install from Github:
library("remotes")
install_github("cran/hbal")

Install by package version:
library("remotes")
install_version("hbal", "1.2.15")



Attach the package and use:
library("hbal")
Maintained by
Yiqing Xu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-01-24
Latest Update: 2025-09-03
Description:
Implements hierarchically regularized entropy balancing proposed by Xu and Yang (2022) . The method adjusts the covariate distributions of the control group to match those of the treatment group. 'hbal' automatically expands the covariate space to include higher order terms and uses cross-validation to select variable penalties for the balancing conditions.
How to cite:
Yiqing Xu (2023). hbal: Hierarchically Regularized Entropy Balancing. R package version 1.2.15, https://cran.r-project.org/web/packages/hbal. Accessed 15 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:46), 1.2.8 (2023-01-24 16:30), 1.2.12 (2024-01-10 19:13)
Other packages that cited hbal R package
View hbal citation profile
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Complete documentation for hbal
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