Journal of Chemometrics · 1987 · 83 citations · 9 references
Natural SciencesChemistryFood ScienceAnalytical ChemistrySpectroscopic AnalysisSpectroscopyAnalytical CalibrationNear-infrared SpectroscopyOptical SpectroscopySpectral CalibrationSpectral Data ProcessingSpectroscopic Food AnalysisCluster AnalysisMultivariate CalibrationReflectance CalibrationReflectance SpectroscopySpectral Absorbance AnalysisSpectrometer Calibration
Abstract A procedure for selecting samples to use in multivariate calibration, inspired by a paper by Zemroch, is proposed. The method developed is designed for multicollinear data and is based on cluster analysis. It selects among availabe spectra the samples to submit to chemical analysis and calibration. The method is tested on an example from NIR spectroscopy of biscuit dough pieces.
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Stéphane Crépey, Olivier Guéant, David Hobson et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2011 · 10.2K citations
Sidney Addelman, G. E. P. Box, W. G. Hunter et al. · Technometrics · 1979 · 6.5K citations
Experimental Design: Review and Comment
David M. Steinberg, William G. Hunter · Technometrics · 1984 · 301 citations