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.
Dimensionality Reduction Methods / D'Ambra, Luigi; Amenta, Pietro; Gallo, Michele. - In: METODOLOSKI ZVEZKI. - ISSN 1854-0031. - STAMPA. - 2 (1):(2005), pp. 115-123.
Dimensionality Reduction Methods
D'AMBRA, LUIGI;AMENTA, PIETRO;GALLO, MICHELE
2005
Abstract
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.File in questo prodotto:
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