In case one or more sets of variables are available, the use of dimensional reduc- tion 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
AMENTA P;
2005-01-01
Abstract
In case one or more sets of variables are available, the use of dimensional reduc- tion 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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