sNPLS: NPLS Regression with L1 Penalization
Version 0.3.0

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 publication2017-10-29 10:39:45 UTC
MaintainerDavid Hervas <[email protected]>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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sNPLS documentation built on Nov. 17, 2017, 4:44 a.m.