Keyword : orthogonal regression


On the Expected Prediction Error of Orthogonal Regression with Variable Components
Katsuyuki HAGIWARA Hiroshi ISHITANI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2006/12/01
Vol. E89-A  No. 12 ; pp. 3699-3709
Type of Manuscript:  PAPER
Category: Algorithms and Data Structures
Keyword: 
orthogonal regressionvariable componentsshrinkage methodprediction errorharmonic analysis
 Summary | Full Text:PDF(284KB)

Model Selection with Componentwise Shrinkage in Orthogonal Regression
Katsuyuki HAGIWARA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2003/07/01
Vol. E86-A  No. 7 ; pp. 1749-1758
Type of Manuscript:  PAPER
Category: Digital Signal Processing
Keyword: 
harmonic analysisorthogonal regressionmodel selection criterionpenalized cost functioncomponentwise shrinkage estimator
 Summary | Full Text:PDF(514.6KB)