Other packages > Find by keyword >

ebal  

Entropy Reweighting to Create Balanced Samples
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ebal", "0.1-8")



Attach the package and use:
library("ebal")
Maintained by
Jens Hainmueller
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2011-07-27
Latest Update: 2022-06-09
Description:
Package implements entropy balancing, a data preprocessing procedure described in Hainmueller (2008, ) that allows users to reweight a dataset such that the covariate distributions in the reweighted data satisfy a set of user specified moment conditions. This can be useful to create balanced samples in observational studies with a binary treatment where the control group data can be reweighted to match the covariate moments in the treatment group. Entropy balancing can also be used to reweight a survey sample to known characteristics from a target population.
How to cite:
Jens Hainmueller (2011). ebal: Entropy Reweighting to Create Balanced Samples. R package version 0.1-8, https://cran.r-project.org/web/packages/ebal. Accessed 09 Mar. 2026.
Previous versions and publish date:
0.1-1 (2011-07-27 11:21), 0.1-2 (2011-12-27 11:06), 0.1-3 (2013-02-09 07:39), 0.1-4 (2013-08-12 17:35), 0.1-5 (2013-10-16 16:35), 0.1-6 (2014-01-27 15:38)
Other packages that cited ebal R package
View ebal citation profile
Other R packages that ebal depends, imports, suggests or enhances
Complete documentation for ebal
Functions, R codes and Examples using the ebal R package
Some associated functions: baltest.collect . eb . ebalance . ebalance.trim . getsquares . line.searcher . matrixmaker . 
Some associated R codes: baltest.collect.R . eb.R . ebalance.R . getsquares.R . matrixmaker.R .  Full ebal package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
pooling  
Fit Poolwise Regression Models
Functions for calculating power and fitting regression models in studies where a biomarker is measur ...
Download / Learn more Package Citations See dependency  
Rgb  
The R Genome Browser
Classes and methods to efficiently handle (slice, annotate, draw ...) genomic features (such as gene ...
Download / Learn more Package Citations See dependency  
rzentra  
Client for the 'ZENTRA Cloud' API
Provides functionality to read settings, statuses and readings of weather stations from the 'ZENTRA ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

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