Pseudo-degrees of freedom for complex predictive models: The example of partial least squares

Journal of Chemometrics

Volumn 13, Issue 3-4, 1999, Pages 195-208

  Van Der Voet, Hilko ^a  

^a WAGENINGEN UNIVERSITY   (Netherlands)

Author keywords

Cross validation; Degrees of freedom; Mean squared error of prediction; Model selection; NIRS; Non linear models; PLS

Indexed keywords

DEGREES OF FREEDOM (MECHANICS); INFRARED DEVICES; LEAST SQUARES APPROXIMATIONS; MEAN SQUARE ERROR; MULTIPLE LINEAR REGRESSION;

CALIBRATION DATA; CROSS VALIDATION; DEGREE OF FREEDOM; ERROR OF PREDICTIONS; MEAN SQUARED ERROR; MEAN SQUARED ERROR OF PREDICTION; MODEL SELECTION; NON-LINEAR MODELLING; PARTIAL LEAST-SQUARES; PREDICTIVE MODELS;

NEAR INFRARED SPECTROSCOPY;

EID: 0000507891     PISSN: 08869383     EISSN: None     Source Type: Journal    
DOI: 10.1002/(SICI)1099-128X(199905/08)13:3/4<195::AID-CEM540>3.0.CO;2-L     Document Type: Article

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