sNPLS (0.2.7)

NPLS Regression with L1 Penalization.

Tools for performing variable selection in three-way data using N-PLS in combination with L1 penalization. The N-PLS model (Rasmus Bro, 1996 ) is the natural extension of PLS (Partial Least Squares) to N-way structures, and tries to maximize the covariance between X and Y data arrays. The package also adds variable selection through L1 penalization.

Maintainer: David Hervas
Author(s): David Hervas

License: GPL (>= 2)

Uses: car, ggplot2, ks, MASS, Matrix, pbapply, plotrix, rgl

Released almost 2 years ago.