Propagation of measurement errors for the validation of predictions obtained by principal component regression and partial least squares

Journal of Chemometrics

Volumn 11, Issue 3, 1997, Pages 181-238

  Faber, Klaas ^a,b   Kowalski, Bruce R ^a  

^a UNIVERSITY OF WASHINGTON   (United States)

^b NETHERLANDS FORENSIC INSTITUTE   (Netherlands)

Author keywords

Bias; Covariance matrix of regression vector; EIV model; Error propagation; Limit of detection; Local modeling; Multivariate calibration; OLS; PCR; PLS; Prediction interval; Regression model; Sample selection; Stopping rule; Wavelength selection

Indexed keywords

CALIBRATION; FORECASTING; LEAST SQUARES APPROXIMATIONS; MEASUREMENT ERRORS; PRINCIPAL COMPONENT ANALYSIS; REGRESSION ANALYSIS; VECTORS;

BIAS; COVARIANCE MATRICES; COVARIANCE MATRIX OF REGRESSION VECTOR; ERROR PROPAGATION; ERROR-IN-VARIABLE MODEL; LIMIT OF DETECTION; LOCAL MODEL; MULTIVARIATE CALIBRATION; ORDINARY LEAST SQUARES; PARTIAL LEAST-SQUARES; PREDICTION INTERVAL; PRINCIPAL COMPONENT REGRESSION; PRINCIPAL COMPONENTS; REGRESSION MODELLING; REGRESSION VECTORS; SAMPLES SELECTION; STOPPING RULE; VARIABLE MODEL; WAVELENGTH SELECTION;

COVARIANCE MATRIX;

EID: 0000079353     PISSN: 08869383     EISSN: None     Source Type: Journal    
DOI: 10.1002/(SICI)1099-128X(199705)11:3<181::AID-CEM459>3.0.CO;2-7     Document Type: Article

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