msaenet (version 3.1.2)

coef.msaenet: Extract Model Coefficients

Description

Extract model coefficients from the final model in msaenet model objects.

Usage

# S3 method for msaenet
coef(object, ...)

Value

A numerical vector of model coefficients.

Arguments

object

An object of class msaenet produced by aenet, amnet, asnet, msaenet, msamnet, or msasnet.

...

Additional parameters for coef (not used).

Author

Nan Xiao <https://nanx.me>

Examples

dat <- msaenet.sim.gaussian(
  n = 150, p = 500, rho = 0.6,
  coef = rep(1, 5), snr = 2, p.train = 0.7,
  seed = 1001
)

msaenet.fit <- msaenet(
  dat$x.tr, dat$y.tr,
  alphas = seq(0.2, 0.8, 0.2),
  nsteps = 3L, seed = 1003
)

coef(msaenet.fit)