get_model {spareg} | R Documentation |
Extractor of model from a 'spar
' or 'spar.cv
' object
Description
Extractor of model from a 'spar
' or 'spar.cv
' object
Usage
get_model(object, opt_par = c("best", "1se"))
Arguments
object |
A fitted ' |
opt_par |
One of "best", "1se" |
Value
A 'spar
' or 'spar.cv
' object where the beta and intercept elements are
the ones which correspond to the best or the 1se model.
Examples
example_data <- simulate_spareg_data(n = 100, p = 400, ntest = 100)
spar_res <- spar(example_data$x, example_data$y, xval = example_data$xtest,
yval = example_data$ytest, nummods=c(5, 10, 15, 20, 25, 30))
best_model <- get_model(spar_res, opt_par = "best")
spar_cv <- spar.cv(example_data$x, example_data$y,
nummods = c(5, 10, 15, 20, 25, 30), nfolds = 4)
best_model_cv <- get_model(spar_cv, opt_par = "best")
onese_model_cv <- get_model(spar_cv, opt_par = "1se")
[Package spareg version 1.1.0 Index]