model

<p>Estimates Selectivity Ratio for the different components of a sNPLS model fit</p>

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.

David Hervas

SR: Compute Selectivity Ratio for a sNPLS model

Description

Usage

Arguments

Value