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Orthogonal-least-squares regression: A unified approach for data modelling

✍ Scribed by S. Chen; X. Hong; B.L. Luk; C.J. Harris

Book ID
113816145
Publisher
Elsevier Science
Year
2009
Tongue
English
Weight
355 KB
Volume
72
Category
Article
ISSN
0925-2312

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## Abstract We propose a new data compression method for estimating optimal latent variables in multi‐variate classification and regression problems where more than one response variable is available. The latent variables are found according to a common innovative principle combining PLS methodolog