Package: sNPLS
Type: Package
Title: NPLS Regression with L1 Penalization
Version: 1.0.27
Author: David Hervas
Maintainer: David Hervas <ddhervas@yahoo.es>
Depends: R (>= 2.10)
Imports: clickR, future, future.apply, ggplot2, ggrepel, ks, MASS,
        Matrix, pbapply
Description: Tools for performing variable selection in three-way data using N-PLS 
    in combination with L1 penalization, Selectivity Ratio and VIP scores. 
    The N-PLS model (Rasmus Bro, 1996 <DOI:10.1002/(SICI)1099-128X(199601)10:1%3C47::AID-CEM400%3E3.0.CO;2-C>) 
    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, Selectivity Ratio and VIP scores.
License: GPL (>= 2)
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.1
NeedsCompilation: no
Packaged: 2020-12-16 10:18:46 UTC; aghil
Repository: CRAN
Date/Publication: 2020-12-16 12:50:02 UTC
Built: R 4.6.0; ; 2026-04-25 19:35:41 UTC; unix
