Other packages > Find by keyword >

wfe  

Weighted Linear Fixed Effects Regression Models for Causal Inference
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("wfe", "1.9.1")



Attach the package and use:
library("wfe")
Maintained by
In Song Kim
[Scholar Profile | Author Map]
First Published: 2011-12-13
Latest Update: 2019-04-17
Description:
Provides a computationally efficient way of fitting weighted linear fixed effects estimators for causal inference with various weighting schemes. Weighted linear fixed effects estimators can be used to estimate the average treatment effects under different identification strategies. This includes stratified randomized experiments, matching and stratification for observational studies, first differencing, and difference-in-differences. The package implements methods described in Imai and Kim (2017) "When should We Use Linear Fixed Effects Regression Models for Causal Inference with Longitudinal Data?", available at <https://imai.fas.harvard.edu/research/FEmatch.html>.
How to cite:
In Song Kim (2011). wfe: Weighted Linear Fixed Effects Regression Models for Causal Inference. R package version 1.9.1, https://cran.r-project.org/web/packages/wfe. Accessed 02 Apr. 2025.
Previous versions and publish date:
0.1 (2011-12-13 09:36), 1.0 (2012-07-18 22:12), 1.1 (2012-11-14 17:41), 1.2 (2013-02-06 16:10), 1.3 (2014-08-11 05:56), 1.6 (2017-07-19 00:05), 1.7 (2018-11-25 20:00), 1.8 (2019-01-09 13:00)
Other packages that cited wfe R package
View wfe citation profile
Other R packages that wfe depends, imports, suggests or enhances
Complete documentation for wfe
Functions, R codes and Examples using the wfe R package
Some associated functions: pwfe . wfe . 
Some associated R codes: functions.R . onAttach.R . pwfe.R . wfe.R .  Full wfe package functions and examples
Downloads during the last 30 days
03/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/01Downloads for wfe02468101214161820TrendBars

Today's Hot Picks in Authors and Packages

geonapi  
'GeoNetwork' API R Interface
Provides an R interface to the 'GeoNetwork' API () allowing ...
Download / Learn more Package Citations See dependency  
CodeDepends  
Analysis of R Code for Reproducible Research and Code Comprehension
Tools for analyzing R expressions or blocks of code and determining the dependencies between them. ...
Download / Learn more Package Citations See dependency  
munfold  
Metric Unfolding
Multidimensional unfolding using Schoenemann's algorithm for metric and Procrustes rotation of unfo ...
Download / Learn more Package Citations See dependency  
binom  
Binomial Confidence Intervals for Several Parameterizations
Constructs confidence intervals on the probability of success in a binomial experiment via several ...
Download / Learn more Package Citations See dependency  
pirate  
Generated Effect Modifier
An implementation of the generated effect modifier (GEM) method. This method constructs composite va ...
Download / Learn more Package Citations See dependency  
Maintainer: Zhe Su (view profile)
CTShiny  
Interactive Document for Working with Classification Tree Analysis
An interactive document on the topic of classification tree analysis using 'rmarkdown' and 'shiny' ...
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