A closer look at the bias-variance trade-off in multivariate calibration

Journal of Chemometrics

Volumn 13, Issue 2, 1999, Pages 185-192

  Faber, Nicolaas M ^a,b  

^a University of Utrecht ^*  (Netherlands)

^b UTRECHT UNIVERSITY   (Netherlands)

Author keywords

Bias; Multivariate calibration; PCR; PLS; Variance

Indexed keywords

CALIBRATION; ECONOMIC AND SOCIAL EFFECTS; INFRARED DEVICES; LEAST SQUARES APPROXIMATIONS; REGRESSION ANALYSIS;

BIAS; BIAS VARIANCE TRADE OFF; MODELING COMPLEXITY; MULTIVARIATE CALIBRATION; OPTIMUM MODEL; ORDINARY LEAST SQUARES; PARTIAL LEAST-SQUARES; PRINCIPAL COMPONENT REGRESSION; PRINCIPAL COMPONENTS; VARIANCE;

PRINCIPAL COMPONENT ANALYSIS;

EID: 0000141851     PISSN: 08869383     EISSN: None     Source Type: Journal    
DOI: 10.1002/(SICI)1099-128X(199903/04)13:2<185::AID-CEM538>3.0.CO;2-N     Document Type: Article

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