Principal component regression, ridge regression and ridge principal component regression in spectroscopy calibration

Journal of Chemometrics

Volumn 11, Issue 3, 1997, Pages 239-249

  Vigneau, E ^a   Devaux, M F ^b   Qannari, E M ^a   Robert, P ^b  

^a LUNAM UNIVERSITÉ   (France)

^b CEMAGREF   (France)

Author keywords

Cross validation; Near infrared; Principal component regression; Ridge regression; Spectroscopy

Indexed keywords

INFRARED DEVICES; PRINCIPAL COMPONENT ANALYSIS; REGRESSION ANALYSIS;

CROSS VALIDATION; MULTICOLLINEARITY; NEAR INFRARED; NEAR-INFRARED; ORDINARY LEAST SQUARES; PERFORMANCE; PRINCIPAL COMPONENT REGRESSION; PRINCIPAL COMPONENTS; RIDGE REGRESSION; SPECTRAL DATA;

LEAST SQUARES APPROXIMATIONS;

EID: 0000062569     PISSN: 08869383     EISSN: None     Source Type: Journal    
DOI: 10.1002/(SICI)1099-128X(199705)11:3<239::AID-CEM470>3.0.CO;2-A     Document Type: Article

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