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twang  

Toolkit for Weighting and Analysis of Nonequivalent Groups
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("twang", "2.6.2")



Attach the package and use:
library("twang")
Maintained by
Lane Burgette
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2006-02-09
Latest Update: 2024-07-22
Description:
Provides functions for propensity score estimating and weighting, nonresponse weighting, and diagnosis of the weights.
How to cite:
Lane Burgette (2006). twang: Toolkit for Weighting and Analysis of Nonequivalent Groups. R package version 2.6.2, https://cran.r-project.org/web/packages/twang. Accessed 27 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:15), 0.6-1 (2006-02-09 08:04), 0.6-2 (2006-02-15 10:16), 0.6-4 (2006-03-16 11:22), 0.6-5 (2006-04-15 00:07), 0.6-7 (2006-05-19 22:45), 1.0-1 (2006-06-29 10:37), 1.0-2 (2010-08-07 09:36), 1.0-3 (2011-11-14 20:01), 1.2-4 (2012-02-22 09:25), 1.2-5 (2012-03-08 08:11), 1.2-6 (2012-09-18 22:16), 1.2-7 (2012-10-09 19:42), 1.3-11 (2013-03-09 05:48), 1.3-14 (2013-04-10 08:11), 1.3-18 (2013-05-03 19:06), 1.3-20 (2013-10-11 01:51), 1.4-0 (2014-03-18 15:19), 1.4-9.3 (2015-02-02 15:32), 1.4-9.5 (2016-04-29 07:43), 1.5 (2017-07-02 02:01), 1.6 (2020-02-27 12:20), 2.0 (2021-03-30 08:50), 2.1 (2021-05-25 17:20), 2.2 (2021-06-07 16:10), 2.3 (2021-06-10 17:30), 2.4 (2021-07-26 18:00), 2.5 (2021-10-25 14:50), 2.6.1 (2024-07-22 18:10), 2.6 (2023-12-06 01:30)
Other packages that cited twang R package
View twang citation profile
Other R packages that twang depends, imports, suggests or enhances
Complete documentation for twang
Functions, R codes and Examples using the twang R package
Some associated functions: AOD . bal.stat . bal.table . boxplot.mnps . boxplot.ps . desc.wts . displayPlots . dx.wts . egsingle . get.weights.num . get.weights . get.weights.unstab . iptw . iptwExLong . iptwExWide . lalonde . lindner . means.table . mnIptwExLong . mnIptwExWide . mnps . plot.dxwts . plot.iptw . plot.mniptw . plot.mnps . plot.ps . print.dxwts . print.iptw . print.mniptw . print.mnps . print.ps . print.summary.iptw . print.summary.mniptw . print.summary.mnps . print.summary.ps . ps . raceprofiling . sensitivity . stop.methods . summary.iptw . summary.mniptw . summary.mnps . summary.ps . twang-package . 
Some associated R codes: MetricI.R . bal.stat.R . bal.stat.fast.R . bal.table.R . bal.table.hidden.R . bal.table.mnps.R . bal.table.ps.R . boxplot.mnps.R . boxplot.ps.R . calcES.R . calcKS.R . cb.evaluation.log.R . cb.print.evaluation.R . check.err.R . desc.wts.R . desc.wts.fast.R . diag.plot.R . diag.plot.color.R . displayPlots.R . dx.wts.R . esStat.R . gen.bal.data.R . get.weights.R . get.weights.num.R . get.weights.unstab.R . iptw.R . iptw.fast.R . iptw.old.R . ksStat.R . makePlotDat.R . makeWeightsMNPS.R . means.table.R . mnps.R . mnps.fast.R . mnps.old.R . mnps2.R . pairwiseComp.R . pairwiseCompForPlot.R . pairwiseComparison.R . plot.dxwts.R . plot.iptw.R . plot.mniptw.R . plot.mnps.2.R . plot.mnps.R . plot.ps.R . plotTruePairs.R . pred.xgboost.R . print.dxwts.R . print.iptw.R . print.mniptw.R . print.mnps.R . print.ps.R . print.summary.iptw.R . print.summary.mniptw.R . print.summary.mnps.R . print.summary.ps.R . ps.R . ps.fast.R . ps.old.R . ps.summary.new.R . ps.summary.new2.R . sensitivity.R . stop.methods.R . summary.iptw.R . summary.mniptw.R . summary.mnps.R . summary.ps.R . surveytable.R . twang.R . zzz.R .  Full twang package functions and examples
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