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A probabilistic derivation of the partial least-squares algorithm

Authors :
Gustafsson, MG
Gustafsson, MG
Publication Year :
2001

Abstract

Traditionally the partial least-squares (PLS) algorithm, commonly used in chemistry for ill-conditioned multivariate linear regression, has been derived (motivated) and presented in terms of data matrices. In this work the PLS algorithm is derived probabi<br />Addresses: Gustafsson MG, Uppsala Univ, Signal & Syst Grp, POB 528, S-75120 Uppsala, Sweden. Uppsala Univ, Signal & Syst Grp, S-75120 Uppsala, Sweden.

Details

Database :
OAIster
Notes :
English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1234899148
Document Type :
Electronic Resource