twang (version 1.3-14)

plot.mnps: Plots for mnps objects

Description

This function produces a collection of diagnostic plots for ps objects.

Usage

## S3 method for class 'mnps':
plot(x, plots = "optimize", figureRows = 1, summaryFcn = max, \dots)

Arguments

x

An mnps object.

plots

An indicator of which type of plot is desired. The options are [object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

figureRows

The number of rows of figures that should be used.

summaryFcn

Function that summarizes across the multiple ps fits. Specifying NULL forgoes the summarizing process and returns one frame for each treatment category.

...

Additional arguments that may be passed to the underlying lattice package plotting functions

Details

This function produces lattice-style graphics of diagnostic plots.

References

Dan McCaffrey, G. Ridgeway, Andrew Morral (2004). Propensity Score Estimation with Boosted Regression for Evaluating Adolescent Substance Abuse Treatment, Psychological Methods 9(4):403-425.

See Also

mnps