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twang (version 0.6-1)
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
0.6-1
License
GPL (version 2 or newer)
Maintainer
Greg Ridgeway
Last Published
July 22nd, 2024
Functions in twang (0.6-1)
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diag.plot
Create diagnostic plots
bal.stat
Calculate weighted balance statistics
ps
Propensity score estimation
bal.table
Compute balance table
ks.stat
Functions for evaluating balance
summary.ps
Summarize a ps object
lalonde
~~ data name/kind ... ~~
dx.wts
Propensity score diagnostics
print.dxwts
Print a diagnosis of the weights
check.err
Reports on errors and warnings
ps.summary
Computes balance measures
stop.methods
Rules for selecting the propensity scores
desc.wts
Diagnosis of weights
metric.i
Losses for *.stat functions