plot.gcdnet
(Package: gcdnet) :
Plot coefficients from a "gcdnet" object
Produces a coefficient profile plot of the coefficient paths for a fitted gcdnet object. This function is modified based on the plot function from the glmnet package.
Does k-fold cross-validation for gcdnet, produces a plot, and returns a value for lambda. This function is modified based on the cv function from the glmnet package.
coef.cv.gcdnet
(Package: gcdnet) :
get coefficients or make coefficient predictions from a "cv.gcdnet" object.
This function gets coefficients or makes coefficient predictions from a cross-validated gcdnet model, using the stored "gcdnet.fit" object, and the optimal value chosen for lambda.
plot.cv.gcdnet
(Package: gcdnet) :
plot the cross-validation curve produced by cv.gcdnet
Plots the cross-validation curve, and upper and lower standard deviation curves, as a function of the lambda values used. This function is modified based on the plot.cv function from the glmnet package.