Multivariate calibration models sometimes require one to pre-process the instrumental data with mathematical techniques. Criteria are discussed for performing this relevant activity. The objective is to reduce the impact of physical phenomena or changes in the instrumental response over time.
KeywordsMathematical pre-processing Mean centering Smoothing and derivatives Multiplicative scattering correction Standard normal variate and detrend Calibration update
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