plot.fs {selectiveInference}

Plot function for forward stepwise regression

Description

Plot coefficient profiles along the forward stepwise path

Usage

## S3 method for class 'fs'
 plot(x, breaks=TRUE, omit.zeros=TRUE, var.labels=TRUE, ...)

Arguments

x

Object returned by a call to fs function

breaks

Should vertical lines be drawn at each break point in the piecewise linear coefficient paths? Default is TRUE

omit.zeros

Should segments of the coefficients paths that are equal to zero be omitted (to avoid clutter in the figure)? Default is TRUE

var.labels

Should paths be labelled with corresponding variable numbers? Default is TRUE

...

Additional arguments for plotting

Author(s)

Ryan Tibshirani, Rob Tibshirani, Jonathan Taylor, Joshua Loftus, Stephen Reid

Examples

set.seed(33)
n = 50
p = 10
sigma = 1
x = matrix(rnorm(n*p),n,p)
beta = c(3,2,rep(0,p-2))
y = x%*%beta + sigma*rnorm(n)

# run forward stepwise, plot results
fsfit = fs(x,y)
plot(fsfit)