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twang (version 1.3-14)

Toolkit for Weighting and Analysis of Nonequivalent Groups

Description

This package offers functions for propensity score estimating and weighting, nonresponse weighting, and diagnosis of the weights. This package was originally developed by Drs. Ridgeway, McCaffrey, and Morral. Burgette, Griffin and McCaffrey updated the package in 2011-13.

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Version

Install

install.packages('twang')

Monthly Downloads

3,674

Version

1.3-14

License

GPL (>= 2)

Maintainer

Lane Burgette

Last Published

April 10th, 2013

Functions in twang (1.3-14)

stop.methods

Object only used for backward compatibility
ps

Propensity score estimation
bal.table

Compute balance table
get.weights

Extract propensity score weights
means.table

Extract table of means from an mnps object
print.dxwts

Print a diagnosis of the weights
lalonde

Lalonde's National Supported Work Demonstration data
raceprofiling

Traffic stop data
ps.summary

Computes balance measures
desc.wts

Diagnosis of weights
lindner

Lindner Center data on 996 PCI patients analyzed by Kereiakes et al. (2000)
sensitivity

Sensitivity analysis
mnps

Propensity score estimation
bal.stat

Calculate weighted balance statistics
plot.mnps

Plots for mnps objects
AOD

Subset of Alcohol and Other Drug treatment data
summary.ps

Summarize a ps object
plot.ps

Plots for ps objects
dx.wts

Propensity score diagnostics
summary.mnps

Summarize an mnps object
egsingle

US Sustaining Effects study