dual.spls (version 0.1.4)

d.spls.print: Print function for Dual-SPLS models

Description

The function d.spls.print pisplays the values of a Dual-SPLS regression parameters of sparsity and the number of variables shrinked to zero for a specified number of components.

Usage

d.spls.print(mod.dspls,ncomp)

Value

no return value

Arguments

mod.dspls

is a fitted Dual-SPLS object.

ncomp

a positive integer of the number of Dual-SPLS components.

Author

Louna Alsouki François Wahl

Examples

### load dual.spls library
library(dual.spls)
### constructing the simulated example
n <- 100
p <- 50
nondes <- 20
sigmaondes <- 0.5
data=d.spls.simulate(n=n,p=p,nondes=nondes,sigmaondes=sigmaondes)

X <- data$X
y <- data$y

#fitting the Dual-SPLS lasso model

ncomplasso <- d.spls.cv(X=X,Y=y,ncomp=10,dspls="lasso",ppnu=0.9,nrepcv=20,pctcv=75)
mod.dspls.lasso <- d.spls.lasso(X=X,y=y,ncp=ncomplasso,ppnu=0.9,verbose=TRUE)

d.spls.print(mod.dspls.lasso,ncomplasso)