Dimensionality reduction methods

Luigi D'Ambra (Author), Pietro Amenta (Author), Michele Gallo (Author)

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.

Keywords

No keyword data available

Data

Language:	English
Year of publishing:	2005
Typology:	1.01 - Original Scientific Article
Organization:	UL FDV - Faculty of Social Sciences
Publisher:	Fakulteta za družbene vede
UDC:	311
COBISS:	24324701
ISSN:	1854-0023
Views:	567
Downloads:	78
Average score:	0 (0 votes)
Metadata:

Other data

Secondary language:	Unknown
URN:	URN:NBN:SI
Type (COBISS):	Not categorized
Pages:	str. 115-123
Volume:	2
Issue:	1
Keywords (UDC):	social sciences;družbene vede;statistics as a science;statistical theory;statistika;statistična teorija;
ID:	1467983