twang: Toolkit for Weighting and Analysis of Nonequivalent Groups

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Provides 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 during 2011-2016.

Author
Greg Ridgeway, Dan McCaffrey, Andrew Morral, Beth Ann Griffin, Lane Burgette <burgette@rand.org>
Date of publication
2016-06-13 19:53:14
Maintainer
Lane Burgette <burgette@rand.org>
License
GPL (>= 2)
Version
1.4-9.5

View on R-Forge

Man pages

AOD
Subset of Alcohol and Other Drug treatment data
bal.stat
Calculate weighted balance statistics
bal.table
Compute balance table
boxplot.mnps
Boxplots for mnps objects
boxplot.ps
Boxplots for ps objects
desc.wts
Diagnosis of weights
dx.wts
Propensity score diagnostics
egsingle
US Sustaining Effects study
get.weights
Extract propensity score weights
get.weights.num
Get numerators to stabilize propensity score weights for iptw...
get.weights.unstab
Extract unstabilized propensity score weights for iptw fits.
iptw
Inverse probability of treatment weighting for marginal...
iptwExLong
Example data for iptw function (long version)
iptwExWide
Example data for iptw function (wide version)
lalonde
Lalonde's National Supported Work Demonstration data
lindner
Lindner Center data on 996 PCI patients analyzed by Kereiakes...
means.table
Extract table of means from an mnps object
mnIptwExLong
Example data for iptw function (long version, more than two...
mnIptwExWide
Example data for iptw function (wide version, more than two...
mnps
Propensity score estimation
plot.mnps
Plots for mnps objects
plot.ps
Plots for ps objects
print.dxwts
Print a diagnosis of the weights
ps
Propensity score estimation
raceprofiling
Traffic stop data
sensitivity
Sensitivity analyses for propensity score analyses
stop.methods
Object only used for backward compatibility
summary.mnps
Summarize an mnps object
summary.ps
Summarize a ps object

Files in this package

twang/DESCRIPTION
twang/NAMESPACE
twang/R
twang/R/MetricI.R
twang/R/bal.stat.R
twang/R/bal.table.R
twang/R/bal.table.hidden.R
twang/R/bal.table.mnps.R
twang/R/bal.table.ps.R
twang/R/boxplot.mnps.R
twang/R/boxplot.ps.R
twang/R/check.err.R
twang/R/desc.wts.R
twang/R/diag.plot.R
twang/R/diag.plot.color.R
twang/R/displayPlots.R
twang/R/dx.wts.R
twang/R/esStat.R
twang/R/get.weights.R
twang/R/get.weights.num.R
twang/R/get.weights.unstab.R
twang/R/iptw.R
twang/R/ksStat.R
twang/R/makePlotDat.R
twang/R/makeWeightsMNPS.R
twang/R/means.table.R
twang/R/mnps.R
twang/R/mnps2.R
twang/R/pairwiseComp.R
twang/R/pairwiseCompForPlot.R
twang/R/pairwiseComparison.R
twang/R/plot.dxwts.R
twang/R/plot.iptw.R
twang/R/plot.mniptw.R
twang/R/plot.mnps.2.R
twang/R/plot.mnps.R
twang/R/plot.ps.R
twang/R/plotTruePairs.R
twang/R/print.dxwts.R
twang/R/print.summary.iptw.R
twang/R/print.summary.mniptw.R
twang/R/print.summary.mnps.R
twang/R/print.summary.ps.R
twang/R/ps.R
twang/R/ps.summary.new.R
twang/R/ps.summary.new2.R
twang/R/sensitivity.R
twang/R/stop.methods.R
twang/R/summary.iptw.R
twang/R/summary.mniptw.R
twang/R/summary.mnps.R
twang/R/summary.ps.R
twang/build
twang/build/vignette.rds
twang/data
twang/data/AOD.RData
twang/data/egsingle.RData
twang/data/iptwExLong.RData
twang/data/iptwExWide.RData
twang/data/lalonde.RData
twang/data/lindner.RData
twang/data/mnIptwExLong.RData
twang/data/mnIptwExWide.RData
twang/data/raceprofiling.RData
twang/inst
twang/inst/doc
twang/inst/doc/iptw.R
twang/inst/doc/iptw.pdf
twang/inst/doc/iptw.rnw
twang/inst/doc/mnps.R
twang/inst/doc/mnps.pdf
twang/inst/doc/mnps.rnw
twang/inst/doc/twang.R
twang/inst/doc/twang.pdf
twang/inst/doc/twang.rnw
twang/man
twang/man/AOD.Rd
twang/man/bal.stat.Rd
twang/man/bal.table.Rd
twang/man/boxplot.mnps.Rd
twang/man/boxplot.ps.Rd
twang/man/desc.wts.Rd
twang/man/dx.wts.Rd
twang/man/egsingle.Rd
twang/man/get.weights.Rd
twang/man/get.weights.num.Rd
twang/man/get.weights.unstab.Rd
twang/man/iptw.Rd
twang/man/iptwExLong.Rd
twang/man/iptwExWide.Rd
twang/man/lalonde.Rd
twang/man/lindner.Rd
twang/man/means.table.Rd
twang/man/mnIptwExLong.Rd
twang/man/mnIptwExWide.Rd
twang/man/mnps.Rd
twang/man/plot.mnps.Rd
twang/man/plot.ps.Rd
twang/man/print.dxwts.Rd
twang/man/ps.Rd
twang/man/raceprofiling.Rd
twang/man/sensitivity.Rd
twang/man/stop.methods.Rd
twang/man/summary.mnps.Rd
twang/man/summary.ps.Rd
twang/src
twang/src/Makevars
twang/src/kspval.h
twang/src/psmirnov2x.c
twang/vignettes
twang/vignettes/iptw.rnw
twang/vignettes/mnps.rnw
twang/vignettes/twang.rnw