plot_cdfpen {penalizedcdf} | R Documentation |
Plot coefficients or BIC from a "cdfpen" object
Description
Plot coefficient profile plot or BIC trend
Usage
plot_cdfpen(object,
...)
Arguments
object |
Object to be plotted. |
... |
Other graphical parameters to plot. |
Details
A graph showing the BIC trend or profile of coefficients is displayed.
Value
No return value
Author(s)
Daniele Cuntrera, Luigi Augugliaro, Vito Muggeo
Examples
p <- 10
n <- 100
X <- cbind(1, matrix(rnorm(n * p), n , p))
b.s <- c(1, rep(0, p))
b.s[sample(2:p, 3)] <- 1
y <- drop(crossprod(t(X), b.s))
out <- cdfPen(X = X, y = y)
plot_cdfpen(out) #Coefficients' path ~ lambda
plot_cdfpen(out, "l1") #Coefficients' path ~ L1 norm
plot_cdfpen(out, "BIC") #BIC ~ lambda
[Package penalizedcdf version 0.1.0 Index]