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The refinement of PLS models by iterative weighting of predictor variables and objects

✍ Scribed by Michele Forina; Chiara Casolino; Eva M Almansa

Book ID
104309282
Publisher
Elsevier Science
Year
2003
Tongue
English
Weight
582 KB
Volume
68
Category
Article
ISSN
0169-7439

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✍ M. Forina; C. Casolino; C. Pizarro Millan πŸ“‚ Article πŸ“… 1999 πŸ› John Wiley and Sons 🌐 English βš– 127 KB πŸ‘ 1 views

A new method for the elimination of useless predictors in multivariate regression problems is proposed. The method is based on the cyclic repetition of PLS regression. In each cycle the predictor importance (product of the absolute value of the regression coefficient and the standard deviation of th