sNPLS: NPLS Regression with L1 Penalization
Version 0.1.8

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.

Getting started

Package details

AuthorDavid Hervas
Date of publication2017-05-07 22:50:25 UTC
MaintainerDavid Hervas <ddhervas@yahoo.es>
LicenseGPL (>= 2)
Version0.1.8
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("sNPLS")

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sNPLS documentation built on May 29, 2017, 6:05 p.m.