Sunflower paste was studied as an example of a complex oilseed-based food product.
NIR method to monitor in situ sunflower paste oxidative stability was proposed.
Calibration models were developed on extracted fat phase and intact samples spectra.
Best peroxide value calibration models were considered good for quality control.
Prediction of p-anisidine value by NIR seems more problematic.