A probabilistic derivation of the partial least-squares algorithm
2001 (English)In: JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES, ISSN 0095-2338, Vol. 41, no 2, 288-294 p.Article in journal (Refereed) Published
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
Place, publisher, year, edition, pages
2001. Vol. 41, no 2, 288-294 p.
CHEMOMETRICS REGRESSION TOOLS; STATISTICAL VIEW; BLIND SEPARATION; PLS
IdentifiersURN: urn:nbn:se:uu:diva-36504OAI: oai:DiVA.org:uu-36504DiVA: diva2:64403
Addresses: Gustafsson MG, Uppsala Univ, Signal & Syst Grp, POB 528, S-75120 Uppsala, Sweden. Uppsala Univ, Signal & Syst Grp, S-75120 Uppsala, Sweden.2008-06-112008-06-112016-01-26