separationplot-package: Separation Plots
In separationplot: Separation Plots

separationplot-package

R Documentation

Separation Plots

Description

Visual representations of model fit or predictive success in the form of "separation plots." See Greenhill, Brian, Michael D. Ward, and Audrey Sacks. "The separation plot: A new visual method for evaluating the fit of binary models." American Journal of Political Science 55.4 (2011): 991-1002.

Details

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A package to create "separation plots" as described in Greenhill, Ward, and Sacks (2011).

Author(s)

Brian D. Greenhill, Michael D. Ward and Audrey Sacks

Maintainer: Brian Greenhill <bgreenhill@albany.edu>

References

Greenhill, Brian, Michael D. Ward, and Audrey Sacks. "The separation plot: A new visual method for evaluating the fit of binary models." American Journal of Political Science 55.4 (2011): 991-1002.

Examples

# Very simple example from the introduction to the paper:
separationplot(pred=c(0.774, 0.364, 0.997, 0.728, 0.961, 0.422), 
actual=c(0,0,1,0,1,1), shuffle=FALSE, 
line=FALSE, type="rect", rectborder=1)

separationplot documentation built on April 10, 2023, 5:06 p.m.