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plot.dxwts

Plot dxwts


Description

Plot dxwts

Usage

## S3 method for class 'dxwts'
plot(x, plots = "es", ...)

Arguments

x

An dxwts object.

plots

An indicator of which type of plot is desired. The options are

  • "optimize" or 1 A plot of the balance criteria as a function of the GBM iteration.

  • "boxplot" or 2 Boxplots of the propensity scores for the treatment and control cases

  • "es" or 3 Plots of the standardized effect size of the pre-treatment variables before and after reweighing

  • "t" or 4 Plots of the p-values from t-statistics comparing means of treated and control subjects for pretreatment variables, before and after weighting.

  • "ks" or 5 Plots of the p-values from Kolmogorov-Smirnov statistics comparing distributions of pretreatment variables of treated and control subjects, before and after weighting.

...

Additional arguments.


twang

Toolkit for Weighting and Analysis of Nonequivalent Groups

v2.0
GPL-3 | file LICENSE
Authors
Matthew Cefalu <Matthew_Cefalu@rand.org>, Greg Ridgeway, Dan McCaffrey, Andrew Morral, Beth Ann Griffin, and Lane Burgette
Initial release
2021-03-22

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