plot.cpernet | R Documentation |
Produces a coefficient profile plot of the coefficient paths for a fitted
cpernet object. This function is modified based on the plot
method in
the glmnet
package.
## S3 method for class 'cpernet' plot(x, xvar = c("norm", "lambda"), color = FALSE, label = FALSE, ...)
x |
fitted |
xvar |
what is on the x-axis. |
color |
if |
label |
if |
... |
other graphical parameters to plot. |
Two coefficient profile plots are produced, one for the mean coefficients and the other for the scale coefficients.
Yuwen Gu and Hui Zou
Maintainer: Yuwen Gu <yuwen.gu@uconn.edu>
plot.cv.cpernet
set.seed(1) n <- 100 p <- 400 x <- matrix(rnorm(n * p), n, p) y <- rnorm(n) tau <- 0.30 pf <- abs(rnorm(p)) pf2 <- abs(rnorm(p)) w <- 2.0 lambda2 <- 1 m2 <- cpernet(y = y, x = x, w = w, tau = tau, eps = 1e-8, pf.mean = pf, pf.scale = pf2, intercept = TRUE, standardize = FALSE, lambda2 = lambda2) plot(m2)
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