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twang: Toolkit for Weighting and Analysis of Nonequivalent Groups

Provides functions for propensity score estimating and weighting, nonresponse weighting, and diagnosis of the weights.

Version:2.6.1
Depends:R (≥ 2.10)
Imports:gbm (≥ 1.5-3),survey,xtable,lattice,latticeExtra,MatrixModels,data.table,ggplot2,xgboost
Suggests:knitr
Published:2024-07-22
DOI:10.32614/CRAN.package.twang
Author:Matthew Cefalu, Greg Ridgeway, Dan McCaffrey, Andrew Morral, Beth Ann Griffin, and Lane Burgette
Maintainer:Lane Burgette <burgette at rand.org>
License:GPL-3 | fileLICENSE
NeedsCompilation:yes
In views:CausalInference
CRAN checks:twang results[issues need fixing before 2025-12-22]

Documentation:

Reference manual:twang.html ,twang.pdf
Vignettes:Propensity scores for time-varying treatments: A tutorial for the iptw function (source,R code)
Propensity scores for multiple treatments: A tutorial for the mnps function (source,R code)
Toolkit for Weighting and Analysis of Nonequivalent Groups: A guide to the twang package (source,R code)

Downloads:

Package source: twang_2.6.1.tar.gz
Windows binaries: r-devel:twang_2.6.1.zip, r-release:twang_2.6.1.zip, r-oldrel:twang_2.6.1.zip
macOS binaries: r-release (arm64):twang_2.6.1.tgz, r-oldrel (arm64):twang_2.6.1.tgz, r-release (x86_64):twang_2.6.1.tgz, r-oldrel (x86_64):twang_2.6.1.tgz
Old sources: twang archive

Reverse dependencies:

Reverse depends:OVtool
Reverse imports:CERFIT,CIMTx,cmprskcoxmsm,IRexamples,paths,riAFTBART,SBdecomp,semicmprskcoxmsm,twangMediation
Reverse suggests:cobalt,lmtp

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=twangto link to this page.


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