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A systematic decision criterion for the elimination of useless overpasses

✍ Scribed by Keemin Sohn

Book ID
116926834
Publisher
Elsevier Science
Year
2008
Tongue
English
Weight
503 KB
Volume
42
Category
Article
ISSN
0965-8564

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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