ImpPlot.regRSM {regRSM} | R Documentation |
Variable importance plot from 'regRSM' object.
Description
This function produces a dot plot showing final scores from RSM procedure.
Usage
## S3 method for class 'regRSM'
ImpPlot(object)
Arguments
object |
Fitted 'regRSM' model object. |
Details
This function produces a dot plot showing final scores from RSM procedure. Final scores describe importances of explanatory variables.
Author(s)
Pawel Teisseyre, Robert A. Klopotek.
Examples
p=100
n=100
beta1 = numeric(p)
beta1[c(1,5,10)]=c(1,1,1)
x = matrix(0,ncol=p,nrow=n)
for(j in 1:p){
x[,j]=rnorm(n,0,1)
}
y = x %*% beta1 + rnorm(n)
p1=regRSM(x,y)
ImpPlot(p1)
[Package regRSM version 0.5 Index]