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:	2.5
Depends:	R (≥ 2.10)
Imports:	gbm (≥ 1.5-3), survey, xtable, lattice, latticeExtra, MatrixModels, data.table, ggplot2, xgboost
Suggests:	knitr
Published:	2021-10-25
Author:	Matthew Cefalu, Greg Ridgeway, Dan McCaffrey, Andrew Morral, Beth Ann Griffin, and Lane Burgette
Maintainer:	Matthew Cefalu <Matthew_Cefalu at rand.org>
License:	GPL-3 | file LICENSE
NeedsCompilation:	yes
In views:	CausalInference
CRAN checks:	twang results

Documentation:

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

Downloads:

Package source:	twang_2.5.tar.gz
Windows binaries:	r-devel: twang_2.5.zip, r-release: twang_2.5.zip, r-oldrel: twang_2.5.zip
macOS binaries:	r-release (arm64): twang_2.5.tgz, r-oldrel (arm64): twang_2.5.tgz, r-release (x86_64): twang_2.5.tgz, r-oldrel (x86_64): twang_2.5.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, optweight, WeightIt

Linking:

Please use the canonical form https://CRAN.R-project.org/package=twang to link to this page.