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
GALLO, Michele
2005-01-01
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:
| File | Dimensione | Formato | |
|---|---|---|---|
|
MZ-AMS2005.pdf
accesso aperto
Tipologia:
Documento in Post-print
Licenza:
PUBBLICO - Pubblico senza Copyright
Dimensione
94.11 kB
Formato
Adobe PDF
|
94.11 kB | Adobe PDF | Visualizza/Apri |
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
