Dimensionality reduction methodsD'Ambra, Luigi (Avtor) Amenta, Pietro (Avtor) Gallo, Michele (Avtor) In case one or more sets of variables are available, the use of dimensional reduction methods could be necessary. In this contest, after a review on the link between the Shrinkage Regression Methods and Dimensional Reduction Methods, authors provide a different multivariate extension of the Garthwaite's PLS approach (1994) where a simple linear regression coefficients framework could be given for several dimensional reduction methods.20052014-07-11 14:26:44Delo ni kategorizirano22463UDK: 311ISSN pri članku: 1854-0023COBISS_ID: 24324701sl