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A note on kernel principal component regression

โœ Scribed by Antoni Wibowo,Yoshitsugu Yamamoto


Book ID
118298278
Publisher
Springer
Year
2012
Tongue
English
Weight
385 KB
Volume
23
Category
Article
ISSN
1046-283X

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Robust principal components regression b
โœ M.H. Zhang; Q.S. Xu; D.L. Massart ๐Ÿ“‚ Article ๐Ÿ“… 2003 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 438 KB

A robust method called robust principal components regression based on principal sensitivity vectors (RPPSV) is developed for outlier detection in regression. The method is evaluated by its outlier detection ability and the root mean square error of prediction (RMSEP) for a test set using simulated