plot.icicle: Icicle plot

In tanujitdey/modelSampler: A unique tool for variable selection and model exploration in linear regression model

Description

Graphical analysis of the object created by boot.modelSampler.

Usage

    plot.icicle(x,main = deparse(substitute(x)), ...)

Arguments

x	An object of class boot.modelSampler, as that created by the function boot.modelSampler. See below.
main	Title of the plot.
...	Further arguments passed to or from other methods.

Details

An Icicle plot will help user to assess the stability of variables and provide a stable set of selected variables.

Author(s)

Tanujit Dey [e-mail]

References

Dey, T. (2013). modelSampler: An R Tool for Variable Selection and Model Exploration in Linear Regression. Journal of Data Science, 11(2), 371-387.

See Also

boot.modelSampler, modelSampler, print.modelSampler, print.boot.modelSampler, plot.modelSampler, plot.FPE, plot.var.stability, plot.ooberror.

Examples

  data(Pollute, package = "modelSampler") 
  ms.boot <- boot.modelSampler(MortRate~., Pollute, n.iter1=2500, 
  n.iter2=2500, B=20, verbose = TRUE)
  plot.icicle(ms.boot, main="Pollute Data")

tanujitdey/modelSampler documentation built on May 5, 2019, 11:01 p.m.