After a review of the mainly dimensionality reduction methods as well as of the Shrinkage Regression Methods, authors provide a different multivariate extension of the univariate PLS Garthwaite's approach (1994) highlighting a different use and interpretation.
The Role of Linear Regression in Dimensionality Reduction Methods / D'Ambra, Luigi; Amenta, P.; Gallo, M.. - (2003), pp. 139-142. (Intervento presentato al convegno CLADAG 2003 tenutosi a Bologna nel 22-24 settembre).
The Role of Linear Regression in Dimensionality Reduction Methods.
D'AMBRA, LUIGI;
2003
Abstract
After a review of the mainly dimensionality reduction methods as well as of the Shrinkage Regression Methods, authors provide a different multivariate extension of the univariate PLS Garthwaite's approach (1994) highlighting a different use and interpretation.File in questo prodotto:
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