Calibration model transfer for near-infrared spectra based on canonical correlation analysis

In order to solve the calibration transformation problem in near-infrared (NIR) spectroscopy, a method based on canonical correlation analysis (CCA) for calibration model transfer is developed in this work. Two real NIR data sets were tested. A comparative study between the proposed method and piece...

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Veröffentlicht in:	Analytica chimica acta 2008-08, Vol.623 (1), p.22-29
Hauptverfasser:	Fan, Wei, Liang, Yizeng, Yuan, Dalin, Wang, Jiajun
Format:	Artikel
Sprache:	eng
Schlagworte:	Analytical chemistry Calibration - standards Calibration transfer Canonical correlation analysis Chemistry Exact sciences and technology Near-infrared spectroscopy Nicotiana - chemistry Piecewise direct standardization Reference Standards Spectrometric and optical methods Spectrophotometry, Infrared - methods Statistics as Topic Zea mays - chemistry
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