Elliptic Joint Condence Region plots obtained following methods for preprocessing spectra of lactic acid in water. Models derived from raw spectra (■), and spectra following geometric pretreatment methods: Multiplicative Signal Correction (o), Savitzky-Golay-1D (), Savitzky-Golay-2D (?), Discrete Wavelet Transform (*) and Continuous Wavelet Transform(+).