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twang (version 1.0-3)
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
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Install
install.packages('twang')
Monthly Downloads
3,674
Version
1.0-3
License
GPL (>= 2)
Maintainer
Greg Ridgeway
Last Published
November 14th, 2011
Functions in twang (1.0-3)
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sensitivity
Sensitivity analysis
desc.wts
Diagnosis of weights
bal.stat
Calculate weighted balance statistics
bal.table
Compute balance table
check.err
Reports on errors and warnings
summary.ps
Summarize a ps object
ks.stat
Functions for evaluating balance
stop.methods
Rules for selecting the propensity scores
egsingle
US Sustaining Effects study
ps.summary
Computes balance measures
raceprofiling
Traffic stop data
metric.i
Losses for *.stat functions
ps
Propensity score estimation
twang-package
Toolkit for Weighting and Analysis of Nonequivalent Groups
diag.plot
Create diagnostic plots
dx.wts
Propensity score diagnostics
get.weights
Extract propensity score weights
print.dxwts
Print a diagnosis of the weights
lalonde
Lalonde's National Supported Work Demonstration data