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Influence function analysis applied to partial least squares

✍ Scribed by Kjell Johnson; William Rayens

Book ID
105855197
Publisher
Springer
Year
2007
Tongue
English
Weight
554 KB
Volume
22
Category
Article
ISSN
0943-4062

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A simple objective function in terms of undeflated X is derived for the latent variables of multivariate PLS regression. The objective function fits into the basic framework put forward by Burnham et al. (J. Chemometrics, 10, 31-45 (1996)). We show that PLS and SIMPLS differ in the constraint put on