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Calibration model transfer for near-infrared spectra based on canonical correlation analysis
- Source :
-
Analytica Chimica Acta . Aug2008, Vol. 623 Issue 1, p22-29. 8p. - Publication Year :
- 2008
-
Abstract
- Abstract: 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 piecewise direct standardization (PDS) was conducted. It is shown that the transfer results obtained with the proposed method based on CCA were better than those obtained by PDS when the subset had sufficient samples. [Copyright &y& Elsevier]
- Subjects :
- *SPECTRUM analysis
*INFRARED spectra
*INFRARED spectroscopy
*INTERFEROMETRY
Subjects
Details
- Language :
- English
- ISSN :
- 00032670
- Volume :
- 623
- Issue :
- 1
- Database :
- Academic Search Index
- Journal :
- Analytica Chimica Acta
- Publication Type :
- Academic Journal
- Accession number :
- 32982997
- Full Text :
- https://doi.org/10.1016/j.aca.2008.05.072