“…Therefore, spectroscopic techniques, as Fourier transform infrared (FTIR), present an alternative solution when it is used in combination with chemometric tools. These spectroscopic methods have the advantage of minimizing and even completely overcome sample preparation (Li-Chan, Griffiths, & Chalmers, 2010). Different models of principal component analysis (PCA) (Lai, Kemsley, & Wilson, 1994) and partial least squares discriminant analysis, PLS-DA (Obeidat, Khanfar, & Obeidat, 2009) have been proposed to identify the presence of different vegetable oils in olive oil, mainly EVOO.…”