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 <email@example.com>|
|Date of publication||2016-04-29 07:43:00|
|Maintainer||Lane Burgette <firstname.lastname@example.org>|
|License||GPL (>= 2)|
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