Other packages > Find by keyword >

ATbounds  

Bounding Treatment Effects by Limited Information Pooling
View on CRAN: Click here


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

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

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



Attach the package and use:
library("ATbounds")
Maintained by
Sokbae Lee
[Scholar Profile | Author Map]
First Published: 2021-11-24
Latest Update: 2021-11-24
Description:
Estimation and inference methods for bounding average treatment effects (on the treated) that are valid under an unconfoundedness assumption. The bounds are designed to be robust in challenging situations, for example, when the conditioning variables take on a large number of different values in the observed sample, or when the overlap condition is violated. This robustness is achieved by only using limited "pooling" of information across observations. For more details, see the paper by Lee and Weidner (2021), "Bounding Treatment Effects by Pooling Limited Information across Observations," .
How to cite:
Sokbae Lee (2021). ATbounds: Bounding Treatment Effects by Limited Information Pooling. R package version 0.1.0, https://cran.r-project.org/web/packages/ATbounds. Accessed 06 Apr. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited ATbounds R package
View ATbounds citation profile
Other R packages that ATbounds depends, imports, suggests or enhances
Complete documentation for ATbounds
Functions, R codes and Examples using the ATbounds R package
Some associated functions: EFM . RHC . atebounds . attbounds . simulation_dgp . summary.ATbounds . 
Some associated R codes: atebounds.R . attbounds.R . data_EFM.R . data_RHC.R . simulation_dgp.R . summary.ATbounds.R .  Full ATbounds package functions and examples
Downloads during the last 30 days
03/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/05Downloads for ATbounds2468101214161820TrendBars

Today's Hot Picks in Authors and Packages

FuzzyQ  
Fuzzy Quantification of Common and Rare Species
Fuzzy clustering of species in an ecological community as common or rare based on their abundance a ...
Download / Learn more Package Citations See dependency  
spCP  
Spatially Varying Change Points
Implements a spatially varying change point model with unique intercepts, slopes, variance intercep ...
Download / Learn more Package Citations See dependency  
danstat  
R Client for the Statistics Denmark Databank API
The purpose of the package is to enable an R function interface into the Statistics Denmark Databank ...
Download / Learn more Package Citations See dependency  
listarrays  
A Toolbox for Working with R Arrays in a Functional Programming Style
A toolbox for R arrays. Flexibly split, bind, reshape, modify, subset and name arrays. ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
ider  
Various Methods for Estimating Intrinsic Dimension
An implementation of various methods for estimating intrinsic dimension of vector-valued dataset or ...
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