Determining the Number of Components in PLS Regression on Incomplete Data

Titin Agustin Nengsih, Frédéric Bertrand, Myriam Maumy-Bertrand +1

Partial least squares regression---or PLS---is a multivariate method in which models are estimated using either the SIMPLS or NIPALS algorithm. PLS regression has been extensively…