Exploiting the connection between PLS, Lanczos methods and conjugate gradients: alternative proofs of some properties of PLS
Author:
Publisher
Wiley
Subject
Applied Mathematics,Analytical Chemistry
Reference25 articles.
1. Calibration modeling by partial least-squares and principal component regression and its optimization using an improved leverage correction for prediction testing
2. Analysis of two partial-least-squares algorithms for multivariate calibration
3. PLS regression methods
4. and Matrix Computations (3rd edn). Johns Hopkins University Press: Baltimore, MD, 1996.
5. The Symmetric Eigenvalue Problem. SIAM: Philadelphia, PA, 1998.
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