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Chemometric Method

Prof. Xueguang Shao developed chemometric methods for signal processing and modeling near infrared (NIR) spectra, including the methods for background removal, uninformative variable elimination, outlier detection, quantitative model construction and calibration model transfer. New strategies were proposed for enhancing the sensitivity of NIR spectral analysis by combining the preconcentration techniques and chemometric approaches.

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