Combined LASSO-N-PLS for variable selection in metabolomic data

Autores UPV
Año
CONGRESO Combined LASSO-N-PLS for variable selection in metabolomic data

Abstract

A combination of N-PLS with LASSO penalization is presented here as a novel method for variable selection in N-way metabolomics data. Results of the method using different simulated data structures and also a real dataset are also presented.