print.glamlasso {glamlasso} | R Documentation |
Print Function for objects of Class glamlasso
Description
This function will print some information about the glamlasso object.
Usage
## S3 method for class 'glamlasso'
print(x, ...)
Arguments
x |
A glamlasso object |
... |
ignored |
Details
For the call that produced the object x a two-column data.frame
with columns Df
and lambda
is created. The Df
column is
the number of nonzero coefficients and lambda
is the sequence of
penalty parameters.
Value
Prints the data.frame described under Details.
Author(s)
Adam Lund
Examples
n1 <- 65; n2 <- 26; n3 <- 13; p1 <- 13; p2 <- 5; p3 <- 4
X1 <- matrix(rnorm(n1 * p1), n1, p1)
X2 <- matrix(rnorm(n2 * p2), n2, p2)
X3 <- matrix(rnorm(n3 * p3), n3, p3)
Beta <- array(rnorm(p1 * p2 * p3) * rbinom(p1 * p2 * p3, 1, 0.1), c(p1 , p2, p3))
mu <- RH(X3, RH(X2, RH(X1, Beta)))
Y <- array(rnorm(n1 * n2 * n3, mu), dim = c(n1, n2, n3))
fit <- glamlasso(list(X1, X2, X3), Y)
fit
[Package glamlasso version 3.0.1 Index]