Other packages > Find by keyword >

forestBalance  

Balancing Confounder Distributions with Forest Energy Balancing
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("forestBalance", "0.1.0")



Attach the package and use:
library("forestBalance")
Maintained by
Jared Huling
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-04-07
Latest Update: 2026-04-07
Description:
Estimates average treatment effects using kernel energy balancing with random forest similarity kernels. A multivariate random forest jointly models covariates, outcome, and treatment to build a similarity kernel between observations. This kernel is then used for energy balancing to create weights that control for confounding. The method is described in De and Huling (2025) <doi:10.48550/arXiv.2512.18069>.
How to cite:
Jared Huling (2026). forestBalance: Balancing Confounder Distributions with Forest Energy Balancing. R package version 0.1.0, https://cran.r-project.org/web/packages/forestBalance. Accessed 21 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited forestBalance R package
View forestBalance citation profile
Other R packages that forestBalance depends, imports, suggests or enhances
Complete documentation for forestBalance
Functions, R codes and Examples using the forestBalance R package
Full forestBalance package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
potential  
Implementation of the Potential Model
Provides functions to compute the potential model as defined by Stewart (1941) ...
Download / Learn more Package Citations See dependency  
preputils  
Utilities for Preparation of Data Analysis
Miscellaneous small utilities are provided to mitigate issues with messy, inconsistent or high dimen ...
Download / Learn more Package Citations See dependency  
artfima  
ARTFIMA Model Estimation
Fit and simulate ARTFIMA. Theoretical autocovariance function and spectral density function for stat ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,034

Author Associations

28,333

Publication Badges

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