Tools for performing variable selection in threeway data using NPLS in combination with L1 penalization. The NPLS model (Rasmus Bro, 1996 <DOI:10.1002/(SICI)1099128X(199601)10:1%3C47::AIDCEM400%3E3.0.CO;2C>) is the natural extension of PLS (Partial Least Squares) to Nway structures, and tries to maximize the covariance between X and Y data arrays. The package also adds variable selection through L1 penalization.
Package details 


Author  David Hervas 
Maintainer  David Hervas <[email protected]> 
License  GPL (>= 2) 
Version  0.4.01 
Package repository  View on GitHub 
Installation 
Install the latest version of this package by entering the following in R:

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