BRIEF DESCRIPTION OF THE R CODES NEEDED TO IMPLETEMENT THE METHOD:
1- bootstrap
2-cross-validation
3-subset selection methods
4-ridge regression
5-lasso
6-principal components
7-partial least squares
8-regression splines
9-smoothing splines
10-wavelet smoothing