predict.relaxo: predict method for class relaxo

In relaxo: Relaxed Lasso

Description

Prediction with Relaxed Lasso

Usage

## S3 method for class 'relaxo'
predict(object, newX = NULL, lambda = NULL, phi = NULL,...)

Arguments

object	An object of class relaxo
newX	A data frame or matrix containing new data. If not given, the prediction for the original training data is returned.
lambda	The penalty parameter for variable selection.
phi	The relaxation parameter in the interval [0,1].
...	other arguments (currently ignored).

Value

A numerical vector, containing the predictions for the new data points (or the fitted values if newX=NULL).

Author(s)

Nicolai Meinshausen [e-mail]

References

N. Meinshausen, "Relaxed Lasso", Computational Statistics and Data Analysis, to appear. http://www.stat.berkeley.edu/~nicolai

relaxo documentation built on May 2, 2019, 12:08 p.m.