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Statistical significance of the LMS regression

✍ Scribed by Alexandros Leontitsis; Jenny Pange


Book ID
104042016
Publisher
Elsevier Science
Year
2004
Tongue
English
Weight
82 KB
Volume
64
Category
Article
ISSN
0378-4754

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This paper presents a formal framework for deriving partial least squares algorithms from statistical hypothesis testing. This new formulation, significance regression (SR), leads to partial least squares for scalar output problems (PLS1), to a close approximation of a common multivariable partial l