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]
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 04 Apr. 2025.
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
03/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/02Downloads for ebal20304050607080TrendBars

Today's Hot Picks in Authors and Packages

RMixpanel  
API for Mixpanel
Provides an interface to many endpoints of Mixpanel's Data Export, Engage and JQL API. The R functio ...
Download / Learn more Package Citations See dependency  
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  
metaprotr  
Metaproteomics Post-Processing Analysis
Set of tools for descriptive analysis of metaproteomics data generated from high-throughput mass ...
Download / Learn more Package Citations See dependency  
GeDS  
Geometrically Designed Spline Regression
Spline Regression, Generalized Additive Models, and Component-wise Gradient Boosting, utilizing Geo ...
Download / Learn more Package Citations See dependency  
Rexperigen  
R Interface to Experigen
Provides convenience functions to communicate with an Experigen server: Experigen ( ...
Download / Learn more Package Citations See dependency  
perryExamples  
Examples for Integrating Prediction Error Estimation into Regression Models
Examples for integrating package 'perry' for prediction error estimation into regression models. ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

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